TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP None TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None TCP None None TCP None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP gradually improved over a 5.1 s interval (indices ~55–106) with an average rise of 0.8 dB/s. RSRP values ranged from -119.0 dB to -112.0 dB. The mean RSRP was -116.5 dB.

UL MCS exhibited multiple abrupt changes, including a large fall early in the trace down to 0. The UL_MCS values ranged from 0 to 19 and the mean was 12.1.

DL MCS remained tightly clustered with values between 6.0 and 7.0. The mean DL_MCS was 6.3.

DL BLER experienced several spikes, the largest reaching 0.65. DL_BLER ranged from 0.019 to 0.65 and the mean was 0.19.

UL BLER stayed lower overall, ranging from 0.026 to 0.23 with a mean of 0.089.

UL NPRB (allocated uplink resource blocks) was highly variable with many jumps and peaks up to 90.2. The UL_NPRB range was 5.0 to 90.2 and the mean was 26.0.

UL SNR showed a strong increase late in the capture to about 31.5 dB. UL_SNR ranged from 11.7 dB to 31.5 dB and the mean was 20.3 dB.

Uplink traffic (TX_Bytes) had large fluctuations, including a major drop to ~97,757 Bytes; TX_Bytes ranged from 92,829 Bytes to 448,763 Bytes and the mean was 329,578.9 Bytes. Downlink payload was modest by comparison: RX_Bytes ranged from 136 Bytes to 11,734 Bytes with a mean of 5,755.2 Bytes.

Estimated uplink buffer occupancy varied substantially, ranging from 261.0 Kilobytes to 3,481.9 Kilobytes and averaging 1,127.9 Kilobytes.

Downlink PRB allocation (PRBs_DL_Current) showed several large changes, with values between 14.8 and 68.4 and a mean of 53.9. Uplink PRB allocation (PRBs_UL_Current) spiked briefly to about 41.6; PRBs_UL_Current ranged from 0 to 42 with a mean of 2.9.

DL PRB utilization was generally high but intermittently dropped, spanning 14.0% to 64.5% with a mean of 50.9%. UL PRB utilization mirrored the UL PRB allocation pattern with a brief spike to ~39.2%; PRB_Utilization_UL ranged from 0% to 39% and the mean was 2.7%.

Packet counts showed typical asymmetry: UL_NumberOfPackets ranged from 0 to 140 and averaged 73.8, while DL_NumberOfPackets ranged from 0 to 840 and averaged 227.4.

Traffic was overwhelmingly TCP: DL protocol was TCP for 87.5% of timestamps and UL protocol was TCP for 96.09% of timestamps (UDP occurrences were negligible).

Choose the user's activity: YouTube streaming, Twitch viewing, or downloading a file.

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Is this a congested or uncongested session?

Was the user static or moving across locations?

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 42.67

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 313.761

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 36.698

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 2.37

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 352.542

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 32

The variance of TX_Bytes is 14148877709.355

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 227.43

What is the average value of PRB_Utilization_DL?

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 32.662

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRB_Utilization_UL?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 31252.971

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 73.781

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1197.7

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 32

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 42.67

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 32

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 121438.442

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 32

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1127.93


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None TCP None None TCP TCP None None None None None None None TCP None None None None None None TCP TCP TCP TCP None TCP None TCP None TCP TCP None TCP TCP None None TCP TCP TCP TCP None None TCP None None None None None TCP None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP

RSRP was generally poor, varying between -122.0 dB and -110.0 dB. The average RSRP was -117.5 dB. UL_SNR stayed positive and healthy, ranging from 16.1 dB to 27.4 dB with a mean of 20.4 dB.

UL_MCS showed a pronounced degradation mid-sequence (falling to 0) then recovered to a peak of 18.0; overall UL_MCS ranged from 0 to 18 with a mean of 12.8. DL_MCS was stable and low, between 6.0 and 7.0, averaging 6.4.

DL_BLER exhibited several large transients, including a major spike up to 0.7; DL_BLER spanned 0.015 to 0.65 and averaged 0.20. UL_BLER also had a short spike reaching 0.19; UL_BLER ranged from 0.013 to 0.19 with a mean of 0.076.

UL_NPRB experienced sharp short-lived increases (peaks near 68.8 and 54.3); overall UL_NPRB varied from 5.0 to 68.8 with a mean of 17.9. PRBs_UL_Current mirrored bursts, ranging from 0 to 26 with a mean of 2.1, and PRB_Utilization_UL ranged 0 to 25 with a mean of 2.0.

On the downlink PRB side there were several large drops in capacity: PRBs_DL_Current ranged between 12.7 and 67.6 with a mean of 53.0, and PRB_Utilization_DL ranged from 12.0 to 63.8 with a mean of 50.0.

Traffic volumes showed large variability. Uplink payload (TX_Bytes) had multiple big swings, spanning 89,881 Bytes up to 445,114 Bytes and averaging 334,423.3 Bytes. Downlink payload (RX_Bytes) was much smaller, between 96.0 Bytes and 13,117.0 Bytes with a mean of 4,857.8 Bytes. Estimated_UL_Buffer varied widely from 1.3 Kilobytes to 794.9 Kilobytes and averaged 242.1 Kilobytes.

Packet counts reflected asymmetric load: UL_NumberOfPackets ranged from 0 to 170 with a mean of 61.7, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 226.4.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 72.66% of samples (no UDP observed), and UL_Protocol was TCP for 99.22% of samples (no UDP observed).

Implications: weak RSRP with decent UL_SNR likely limited DL MCS and contributed to intermittent BLER spikes and fluctuating PRB allocation; UL shows bursty resource usage and buffer growth that could impact uplink latency and scheduling.

Which of the three traffic types is observed here: YouTube, Twitch, or File download?

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Which condition applies, mobile or static?

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1086.464

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_UL_Current?

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.001

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The mean of Estimated_UL_Buffer is 242.147

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 278.805

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 313.266

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 7.434

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 42.67

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.734

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 226.375

The variance of TX_Bytes is 13813572516.099

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 8.352

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 32

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 42.67

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 13499.387

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 42.67

What is the average value of PRBs_DL_Current?

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 50037.26


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP None TCP TCP None TCP None TCP TCP None TCP TCP None TCP TCP None TCP TCP TCP TCP TCP TCP TCP None None None TCP None None TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP None TCP None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

Overall the radio link is moderate: RSRP varied between -116.0 dB and -107.0 dB, with a mean of -110.4 dB. Uplink modulation and coding stayed relatively high (UL_MCS ranged from 13.0 to 18.0, mean 15.0), while downlink MCS was lower (DL_MCS ranged from 6.0 to 7.0, mean 6.8).

Downlink reliability improved over the observed interval: DL_BLER fell steadily between indices ~7 and ~70 (about 6.3 s) at an average rate of 0.034 per second. DL_BLER overall ranged from 0.00047 to 0.37, with a mean of 0.046. Uplink BLER ranged from 0.038 to 0.18, mean 0.09.

Resource allocation and utilization showed volatility. UL_NPRB spanned 5.4 to 88.6 (mean 24.8), with a sharp drop early to 22.86 and a later jump up to 50.84. Uplink SNR had transient spikes, ranging from 15.6 dB to 31.6 dB with a mean of 20.5 dB; notable rises reached ~30.8–31.6 dB during brief intervals. PRBs allocated on DL varied between 17.0 and 69.4 (mean 63.2) and experienced multiple large drops, the largest falling to 19.1. PRBs on UL were low, between 0 and 5.8 with a mean of 2.1. Correspondingly, DL PRB utilization ranged from 16.0% to 65.5% with a mean of 59.6% and showed several abrupt decreases (largest down to 18.0%); UL PRB utilization stayed low between 0% and 5.5%, mean 2.0%.

Traffic and buffer behavior indicate bursty downlink and substantial uplink buffering. TX_Bytes (uplink transmitted) moved between 107,198 Bytes and 448,843 Bytes with a mean of 413,213.5 Bytes, exhibiting at least four prominent jumps/drops—the largest dip reached 107,198 Bytes. RX_Bytes (downlink received) ranged from 210 Bytes to 21,107 Bytes, mean 8,689.6 Bytes. Estimated_UL_Buffer varied from 37.7 KB to 1,182.7 KB, mean 466.4 KB, reflecting intermittent uplink queueing. UL packet counts ranged from 12 to 186 packets (mean 91.8), while DL packet counts were highly bursty, ranging from 0 to 2,000 packets (mean 259.2) with a large spike up to ~2,049 packets.

Protocol usage was overwhelmingly TCP: UL was TCP for 100% of samples and DL was TCP for 83.59% of samples (UDP not observed).

Implication: the link shows decent uplink MCS and occasional high UL SNR, but downlink spectral efficiency and DL MCS are constrained and DL traffic is bursty. PRB allocation and utilization swings plus sizable uplink buffer indicate periodic resource contention or scheduling dynamics that may impact latency and throughput.

Which of the three traffic types is observed here: YouTube, Twitch, or File download?

From Zone A/B/C or moving, where was the user?

The user changed zones during the session.

Did the network suffer from jamming or operate interference-free?

The signal was clean with no jamming detected.

This trace shows normal throughput conditions.

What is the user mobility status: moving or not moving?

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 4

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The period length of PRBs_UL_Current is 25.6

The variance of RX_Bytes is 13838449.391

The period length of Estimated_UL_Buffer is 25.6

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.987

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 41090.071

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 259.25

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 71.665

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 25.6

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 91.797

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1577.612

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRBs_DL_Current?

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 63.782

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 466.373

The variance of TX_Bytes is 3461495587.402

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 59.603

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 25.6

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_UL_Current?

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 32

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.879

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 104932.283


TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP None None TCP TCP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP showed a notable improvement mid-trace, rising by 9.58 dB to a peak of -110.42 dB around the t=110–126 window. Across the capture RSRP values ranged between -122.0 dB and -110.4 dB. The average RSRP was -120.0 dB.

Uplink modulation (UL_MCS) experienced sharp drops, falling to 0 at one interval and to 6 at another; UL_MCS spanned 0 to 16 with a mean of 11.8. Downlink modulation (DL_MCS) remained tight, ranging from 6.0 to 8.0 with an average of 6.1.

Downlink block error rate (DL_BLER) was volatile with multiple jumps and falls, the largest increase reaching 0.5; DL_BLER ranged from 0.024 to 0.45 and averaged 0.21. Uplink BLER (UL_BLER) also spiked (peak ~0.26) and ranged from 0.027 to 0.26 with a mean of 0.095.

UL resource usage showed intermittent bursts: UL_NPRB had several large spikes (one up to 86.6) and overall ranged from 5.0 to 86.6 with a mean of 17.5. UL_SNR was healthy overall, spanning 11.8 dB to 28.7 dB with an average of 20.8 dB.

Traffic and buffer metrics exhibited pronounced variability. Transmitted bytes (TX_Bytes) experienced multiple jumps and a large drop to ~90.8k Bytes; TX_Bytes ranged between 89,628 Bytes and 452,983 Bytes and averaged 328,817.8 Bytes. Received bytes (RX_Bytes) stayed much lower, ranging from 68 Bytes to 19,613 Bytes with a mean of 5,481.1 Bytes. The estimated uplink buffer fluctuated between 139.0 KB and 2,430.3 KB with a mean of 1,073.4 KB.

Downlink PRB occupancy and utilization showed significant dips and recoveries: PRBs_DL_Current varied from 13.8 to 68.4 with a mean of 55.2, and PRB_Utilization_DL ranged from 13.0% to 64.5% with an average of 52.1%. Uplink PRB activity was generally low but produced short spikes—PRBs_UL_Current ranged 0.05 to 27 with a mean of 2.1, and PRB_Utilization_UL ranged 0.047% to 26% with a mean of 2.0%.

Packet counts indicated heavier downlink load: UL packet counts ranged from 0 to 160 with a mean of 60.6, while DL packet counts ranged from 0 to 850 with a mean of 207.6. Protocol usage was predominantly TCP on both directions: DL_Protocol was TCP for 91.41% of timestamps and UL_Protocol was TCP for 92.97%.

Was the user streaming YouTube, Twitch, or downloading a File?

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Choose the condition: jamming present or not?

This trace shows normal throughput conditions.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 10.687

The variance of RX_Bytes is 13999060.698

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 207.633

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The period length of PRBs_DL_Current is 25.6

The variance of DL_NumberOfPackets is 29027.62

The variance of TX_Bytes is 6779573605.96

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 32

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 5.57

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1318.311

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 2.46

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 173.116

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 25.6

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 113413.475

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 32

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRB_Utilization_UL?

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1073.421

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 60.641

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.056

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 154.073

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 9.511

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None None None None None None None None None None None None TCP None None None None None None None None None None None None None None None None None None None None None None None None TCP None TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None None None None None TCP None None TCP None None None None TCP None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None TCP None TCP None TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

The radio link weakened mid-trace: RSRP fell to a minimum of -135.0 dB (range -135.0 to -108.0). The mean RSRP was -116.3 dB. Uplink modem performance showed wide modulation variability: UL_MCS ranged from 0.26 to 18 with a mean of 10.3, including a deep dip to ~0.26 and a recovery to 18. Downlink MCS varied between 0.12 and 7 with a mean of 5.6.

Link error rates fluctuated; DL_BLER spanned 0.019 to 0.98 (mean 0.30) with both notable drops and transient rises up to ~0.46, while UL_BLER ranged from 0.011 to 0.27 (mean 0.11) with brief spikes reaching ~0.22. Uplink resource usage showed bursts: UL_NPRB varied from 0.1 to 56 (mean 16.5) with short spikes up to ~55.6. UL_SNR oscillated between 13.6 and 35.8 dB (mean 20.7), including several large jumps, the largest peak near 32.4 dB.

Throughput and buffer metrics indicate asymmetric traffic and intermittent heavy uplink transfers: TX_Bytes spanned 0 to 450,000 Bytes (mean ~199,962 Bytes) with multiple large jumps (largest to ~445,194 Bytes), while RX_Bytes ranged 0 to 19,000 Bytes (mean ~3,985 Bytes). Estimated_UL_Buffer ranged 0 to 960 Kilobytes with a mean of 211.3 KB, showing occasional uplink queuing.

PRB allocation and utilization showed significant downlink dynamics: PRBs_DL_Current ranged 0 to 68 (mean 31.8) with large jumps up to ~66.3, and PRB_Utilization_DL ranged 0 to 64% (mean 30.0%) with similar large swings. Uplink PRBs and utilization remained low: PRBs_UL_Current 0 to 9.1 (mean 1.3) and PRB_Utilization_UL 0 to 8.6% (mean 1.3%).

Packet counts were modest: UL_NumberOfPackets ranged 0 to 190 (mean 32.6) and DL_NumberOfPackets ranged 0 to 1,000 (mean 69.4). Transport-layer usage was predominantly TCP: DL_Protocol TCP for 59.38% of timestamps and UL_Protocol TCP for 67.97% (UDP effectively 0%).

What traffic pattern does this segment match: YouTube, Twitch, or File download?

This segment matches file download traffic.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

This trace shows normal throughput conditions.

Yes, there was movement during this session.

The mean of Estimated_UL_Buffer is 211.313

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 128

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1603.043

What is the average value of PRBs_UL_Current?

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 31237582621.614

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.233

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 38654.704

The variance of RX_Bytes is 12918587.669

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 32.609

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 21593.429

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 69.438

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 726.758

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 128

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 128

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRB_Utilization_UL?

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 128

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.509

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 646.811

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 30.004


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP stayed consistently poor, ranging between -119.0 dB and -114.2 dB. The average RSRP was -117.3 dB.

UL MCS varied significantly: it reached a minimum of 0 and a maximum of 18. The mean UL MCS was 13.8. Early in the capture UL MCS dropped to 0 and later rose to the high teens. DL MCS was stable, between 6.0 and 7.0 with a mean of 6.5.

DL BLER showed transient spikes and an overall short-term decline. DL BLER ranged from 0.0072 to 0.50 and averaged 0.11. Notable behavior includes a jump to 0.50 and a multi-second downward trend (about 5.2 s) with an average decrease of 0.039 per second. UL BLER ranged from 0.019 to 0.17 with a mean of 0.091.

UL NPRB experienced a sharp increase early on, peaking at 41.62 and ranging overall from 5.0 to 41.6. The mean UL NPRB was 18.3. UL SNR was healthy, between 15.6 dB and 27.0 dB, with a mean of 20.5 dB.

Traffic volumes show large uplink bursts: TX_Bytes ranged from 93,645 Bytes to 445,194 Bytes with a mean of 371,464.7 Bytes and included multiple prominent jumps and drops—the largest drop reached 333,834 Bytes. RX_Bytes were much lower, between 228 Bytes and 7,942 Bytes, mean 4,804.7 Bytes. Estimated UL buffer fluctuated from 1.5 KB to 909.7 KB, averaging 249.5 KB.

Downlink resource use saw pronounced variability. PRBs_DL_Current ranged from 14.8 to 68.1 with a mean of 58.2 and experienced several sharp changes (largest dip to 15.9). PRB_Utilization_DL ranged from 14.0% to 64.3% with a mean of 54.9% and mirrored those abrupt drops. Uplink PRB use was minimal: PRBs_UL_Current ranged 0 to 20 with a mean of 1.9, PRB_Utilization_UL ranged 0% to 19% with a mean of 1.8% and showed an early spike to ~19%.

Packet counts were higher in downlink than uplink: UL NumberOfPackets ranged 14 to 113, mean 71.7; DL NumberOfPackets ranged 8 to 391, mean 239.9. Both UL and DL protocols were TCP for 100% of timestamps.

Was the user streaming YouTube, Twitch, or downloading a File?

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Is this a congested or uncongested session?

From static or mobile, which best describes the user?

The user was mobile during this session.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 495.752

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 71.742

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 6142.824

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 64

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 4.585

What is the average value of PRBs_UL_Current?

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of TX_Bytes is 9751912886.739

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 5.152

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.864

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 249.528

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 239.945

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 64

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 190.911

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 64

What is the average value of PRB_Utilization_UL?

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 128

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 64

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 214.507

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11735.793


TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP None None TCP TCP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

Over the trace the downlink reference signal power was generally weak but briefly improved: RSRP ranged from -122.0 dB to -110.4 dB, with a mean of -118.9 dB; a notable upward spike of 9.58 dB occurred around the middle of the capture. Uplink MCS was volatile with several large swings (including a fall to 1.1), spanning 1.1 to 18.0 and averaging 11.1. Downlink MCS remained stable and low, between 6.0 and 7.0 with a mean of 6.3.

DL BLER trended downward between indices ~20–76 at about 0.066 per second, but experienced abrupt changes (biggest jump to 0.4); DL BLER ranged from 0.02 to 0.44 and averaged 0.18. UL BLER exhibited a surface-level spike up to 0.26, ranged from 0.012 to 0.26, and had a mean of 0.081.

Uplink resource allocation was bursty: UL NPRB varied between 5.0 and 99.0 with a mean of 20.6 and showed multiple large jumps (largest drop to 99.0). PRBs used on DL fluctuated between 13.8 and 68.4 (mean 57.0) and PRB utilization DL mirrored that behavior, ranging 13.0–64.5 with a mean of 53.7 and several sharp decreases. PRBs and PRB utilization on UL were mostly idle but spiked briefly: PRBs_UL_Current ranged 0–27 (mean 2.2) with a sudden rise to ~27, and PRB_Utilization_UL ranged 0–26 (mean 2.1) with a corresponding spike.

Uplink radio quality (UL SNR) was moderate, spanning 11.1 dB to 28.0 dB and averaging 20.5 dB. Traffic volume was heavily uplink-dominant in bursts: TX_Bytes ranged from 89,628 Bytes to 445,114 Bytes (mean 348,879.4 Bytes) and had large drops; RX_Bytes was much lower, 128 Bytes to 19,613 Bytes with a mean of 6,224 Bytes. Estimated UL buffer occupancy varied between 220.3 KB and 3,230.6 KB and averaged 1,137.8 KB.

Packet counts reflected the asymmetry: UL number of packets ranged 0–190 with a mean ~63, while DL ranged 0–940 with a mean ~216. Transport layer usage was predominantly TCP: DL protocol was TCP for 89.06% of samples and UL protocol was TCP for 92.97% of samples. Overall, the session shows weak downlink signal strength, intermittent uplink resource allocation spikes, moderate uplink SNR, and bursty uplink throughput driven largely over TCP.

Identify the service in use: YouTube, Twitch, or File download.

This is a segment from a file download session.

Which zone does this traffic relate to: A, B, C, or motion?

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

There was no congestion-related degradation.

What is the user mobility status: moving or not moving?

The variance of TX_Bytes is 7254064761.883

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 149.574

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1137.836

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 7.53

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 63.008

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of RX_Bytes is 13792217.857

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 37143.495

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 168.062

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 42.67

What is the average value of PRB_Utilization_UL?

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 7.53

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 7.635

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 8.578

What is the average value of PRBs_DL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1658.701

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 2.67

What is the average value of PRB_Utilization_DL?

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 42.67

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 116340.797

What is the average value of PRBs_UL_Current?

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 215.969

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.


Overall the uplink and downlink show moderate RF conditions with intermittent resource and traffic volatility. RSRP stayed fairly weak, ranging between -120.3 dB and -107.0 dB. The average RSRP was -113.6 dB.

Uplink modulation and link quality: UL_MCS varied across the full span from 0 to 16 with a mean of 13.4; notable outages to MCS 0 occurred twice (around t≈86–107 and t≈115–127). UL_SNR ranged from 16.1 dB to 35.4 dB with a mean of 20.6 dB, including two substantial SNR spikes rising to ~31.6 dB and ~35.4 dB. UL_BLER moved between 0.038 and 0.16 with a mean of 0.089.

Downlink modulation and reliability: DL_MCS was tightly clustered between 6.0 and 7.7 with a mean of 6.8. DL_BLER showed occasional degradation, spanning 0.00047 to 0.27 with a mean of 0.058 and a spike up to ~0.24 in the t≈60–70 window.

Radio resource usage: UL_NPRB demonstrated large variability, ranging from 5.4 to 89.3 with mean 23.9 and several sharp jumps (largest spike to 89.3). PRBs_DL_Current varied between 14.8 and 69.4 with a mean of 60.1 and experienced multiple abrupt drops (largest dip down to ~19.1). PRBs_UL_Current ranged from 0 to 45 with a mean of 2.9 and showed a brief spike to ~45. PRB_Utilization_DL ranged 14.0–65.5 with mean 56.7 and mirrored the large dips in DL PRBs; PRB_Utilization_UL ranged 0–42 with mean 2.8 and exhibited a corresponding short-lived spike.

Traffic and buffering: TX_Bytes fluctuated substantially, between 97,757 Bytes and 453,001 Bytes with a mean of 393,250 Bytes and several large jumps/drops (largest drop to ~97,757 Bytes). RX_Bytes ranged from 210 Bytes to 21,107 Bytes with a mean of 6,807.9 Bytes. DL_NumberOfPackets spanned 1 to 2,049 with mean 286.1 and showed a large upsurge to 2,049 early in the trace. UL_NumberOfPackets ranged 1 to 185 with mean 79.9. Estimated_UL_Buffer varied from 14.5 KB to 2,694.1 KB with a mean of 396.3 KB, indicating intermittent uplink queuing.

Protocols: Both downlink and uplink traffic were 100% TCP across all timestamps.

Implications: The link exhibits generally low RSRP and occasional BLER spikes, yet UL_SNR and DL/UL MCS values suggest the scheduler often achieves moderate modulation except during the MCS collapses to 0. Resource utilization shows heavy DL PRB use with sporadic UL bursts and substantial buffer build-up at times, which together point to episodic congestion and transient capacity shifts rather than sustained poor SNR.

From YouTube, Twitch, or File download, which was active?

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Was the user affected by jamming or was the link clean?

What is the user mobility status: moving or not moving?

The period length of Estimated_UL_Buffer is 42.67

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 933.506

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 32

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 32

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 25.855

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 23.012

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 89178.125

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 6041204532.195

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 286.094

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 115.282

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 32

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 42612.07

What is the average value of PRBs_DL_Current?

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 42.67

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 129.531

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.694

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 79.922

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 32

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 396.332

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 32

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.


TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None None None None TCP None None None None None None TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP None None TCP TCP None None TCP None TCP TCP None TCP None None None TCP TCP TCP None None None None None TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP None TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None None None None None TCP None None TCP None None TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None None TCP None None TCP None None None None None TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

The radio conditions show intermittent volatility. RSRP oscillated with multiple sharp jumps and drops (notably rising from about -125 dB to -93 dB during one event); overall RSRP ranged between -127.1 dB and -93.0 dB. The average RSRP was -121.1 dB.

Uplink and downlink modulation and coding indicate generally higher DL link quality than UL. UL_MCS varied between 0.88 and 5, with a mean of 4.0. DL_MCS ranged from 1.1 to 5.0 and averaged 4.9; a notable DL_MCS dip reached 1.10 during one interval.

Error rates were variable. DL_BLER experienced several jumps and drops (including a fall to 0.20 during one period); DL_BLER ranged from 0.14 to 0.87 and the mean was 0.58. UL_BLER had spikes up to 0.55 and otherwise ranged from 0.048 to 0.55, with a mean of 0.21.

Uplink resource allocation and SNR showed bursts. UL_NPRB exhibited many rapid changes and peaked at 78.9 PRBs; its range was 1.1 to 78.9 and the mean was 21.9. UL_SNR moved between 7.6 dB and 34.2 dB, averaging 20.5 dB, with both sharp rises and falls observed.

Throughput and buffer metrics were bursty. TX_Bytes had multiple large jumps, reaching up to 340,000 Bytes; TX_Bytes ranged from 0 to 3.4e+05 Bytes with a mean of 184,044.9 Bytes. RX_Bytes ranged from 0 to 14,000 Bytes and averaged 3,379.8 Bytes. Estimated_UL_Buffer varied between 4.2 KB and 2,156.9 KB, with a mean of 453.6 KB.

Downlink scheduling and utilization showed contention peaks. PRBs_DL_Current fluctuated frequently and went as high as 106 PRBs; its range was 0 to 110 and the mean was 38.0. PRB_Utilization_DL mirrored this behavior, spanning 0% to 100% with a mean of 35.8% and occasional spikes to full utilization. Uplink PRB use was low overall: PRBs_UL_Current ranged from 0 to 22 (mean 3.1) and PRB_Utilization_UL ranged from 0% to 21% with a mean of 2.9%.

Packet counts were skewed toward the downlink. UL_NumberOfPackets ranged from 0 to 160 with a mean of 21.6, while DL_NumberOfPackets ranged from 0 to 690 with a mean of 105.5.

Traffic was predominantly TCP: DL_Protocol was TCP for 75% of timestamps and UL_Protocol was TCP for 72.66% of timestamps (UDP usage was effectively 0%).

From YouTube, Twitch, or File download, which was active?

Where was the user located: Zone A, B, C, or moving?

What is the condition: jamming or normal operation?

Was the network congested or operating normally?

Can you classify the user as moving or still?

The variance of PRBs_DL_Current is 373.081

The mean of PRB_Utilization_DL is 35.818

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 332.04

What is the average value of PRBs_UL_Current?

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 105.492

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 12.751

The period length of DL_NumberOfPackets is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 21.562

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 128

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 130144.376

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 128

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 453.625

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of RX_Bytes is 10264984.217

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 807.413

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 128

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 8634282053.649

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 15986.378

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 14.327

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None TCP None TCP TCP TCP TCP TCP TCP TCP None None TCP TCP None TCP None TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP was consistently low, ranging between -125.0 dB and -115.0 dB. The average RSRP was -116.9 dB.

Uplink MCS varied widely, spanning 0 to 18 with a mean of 12.8. It showed rapid dynamics: it climbed to a peak of 18 early in the trace and later dropped to 0. Downlink MCS was stable and modest, between 5.0 and 7.0 with a mean of 6.2.

Downlink BLER exhibited multiple sharp changes, with values between 0.014 and 0.86 and a mean of 0.22. The largest observed change was a fall to 0.1. Uplink BLER stayed low, ranging from 0.0099 to 0.17 with a mean of 0.073.

Uplink resource usage and radio conditions showed transient surges: UL_NPRB ranged from 5.0 to 42.4 with a mean of 17.0, including a brief spike to 42.42. UL_SNR ranged from 15.7 dB to 45.3 dB with a mean of 20.9 dB, including a rapid rise to 45.28 dB.

Downlink PRB usage and utilization were generally high: PRBs_DL_Current ranged from 12.7 to 67.0 with a mean of 52.2 and experienced several abrupt drops (the largest reaching 12.7). PRB_Utilization_DL ranged from 12.0% to 63.3% with a mean of 49.3% and mirrored those large swings. Uplink PRBs and utilization were mostly idle but had short spikes: PRBs_UL_Current ranged from 0 to 23 with a mean of 1.9, and PRB_Utilization_UL ranged from 0% to 22% with a mean of 1.8%, both peaking briefly.

Traffic and buffer metrics show heavy uplink throughput with occasional deep drops: TX_Bytes varied between 92,829 Bytes and 452,412 Bytes with a mean of 316,566.4 Bytes and experienced multiple large jumps and drops. RX_Bytes was much lower, between 249 Bytes and 16,497 Bytes with a mean of 4,699.7 Bytes. Estimated_UL_Buffer ranged from 1.9 Kilobytes to 793.5 Kilobytes with a mean of 237.8 Kilobytes. Uplink packet counts ranged from 1 to 124 packets with a mean of 59.7, while downlink packet counts ranged from 0 to 1,100 packets with a mean of 203.2.

Protocol mix was dominated by TCP: DL traffic used TCP for 92.19% of timestamps, and UL traffic was TCP for 100.00% of timestamps. Overall, the trace shows strong, bursty uplink demand with intermittent improvements in UL SNR and MCS, sustained high DL PRB occupancy and utilization, and periods of elevated UL buffering.

Which of the three traffic types is observed here: YouTube, Twitch, or File download?

Was the user assigned to a fixed zone or in motion?

Did the user experience jamming or normal signal quality?

Is this a congested or uncongested session?

Can you classify the user as moving or still?

The variance of TX_Bytes is 14374262961.876

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 64

What is the average value of PRBs_UL_Current?

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 42.67

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 6.008

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.664

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 18074.366

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 64

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 237.815

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 42.67

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 675.91

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 382.006

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 6.751

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 339.984

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 6.1

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.286

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30054.594

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 64

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 203.242

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRBs_DL_Current?

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 42.67

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.


None None None None None None None None None None TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

None None None None None TCP None None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

Radio conditions were generally good: RSRP varied between -112.9 dB and -97.0 dB, with an average of -99.7 dB. Uplink SNR ranged from 17.6 dB to 24.2 dB, averaging 19.8 dB. Uplink MCS showed values between 11.7 and 17.0 (mean 15.2), while downlink MCS remained steady at 7.0.

Error performance was favorable on the downlink and moderate on the uplink. DL BLER ranged from 0 to 0.026 with a mean of 0.0035; UL BLER ranged from 0.024 to 0.15 with a mean of 0.099.

Resource usage indicates light uplink load and heavier downlink allocation. Current DL PRBs observed between 45.3 and 67.6 (mean 64.2), and DL PRB utilization between 42.8% and 63.8% (mean 60.5%). UL PRBs were low, between 0.22 and 5.0 (mean 1.6), with UL PRB utilization between 0.21% and 4.7% (mean 1.5%).

Traffic volumes show dominant transmission (TX) bytes: TX_Bytes spanned 309,253 Bytes to 448,763 Bytes with a mean of 435,827.1 Bytes, while RX_Bytes ranged from 3,369 Bytes to 13,909 Bytes with a mean of 5,568.7 Bytes. Packet counts reflected this asymmetry: UL NumberOfPackets ranged from 0 to 160 with a mean of 75.5, and DL NumberOfPackets ranged from 0 to 940 with a mean of 255.0. The estimated uplink buffer varied between 151.6 KB and 780.9 KB, averaging 277.2 KB.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP in 92.97% of timestamps and UL_Protocol was TCP in 91.41% of timestamps.

Was the user streaming YouTube, Twitch, or downloading a File?

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

What is the condition: jamming or normal operation?

Identify the congestion status: normal or overloaded?

Can you classify the user as moving or still?

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 4.225

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.514

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 998.188

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 60.522

What is the average value of PRB_Utilization_UL?

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 255.023

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 75.523

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 3.76

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 3.2

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 3.2

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 277.228

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 3.76

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 4.748

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.458

What is the average value of PRBs_UL_Current?

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 194776054.464

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 19194.259

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7834.442