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

RSRP remained relatively weak but showed a short improvement: it rose by 10.77 dB to a peak of −109.75 dB mid-trace. Across the capture RSRP ranged between −122.0 dB and −109.8 dB. The average RSRP was −118.3 dB.

Uplink MCS trended upward over a multi-second interval (indices ~66–124) with an average increase of ~0.412 MCS points per second, though it experienced at least four pronounced transitions including a large fall down to 0.0. UL_MCS values span 0 to 17 with a mean of 8.7. Downlink MCS briefly dipped (a drop of ~4.02 to ~1.98) and overall DL_MCS ranges from 2.0 to 7.7 with a mean of 6.3.

UL SNR exhibited a sharp spike of 16.90 dB to a high of 35.42 dB; UL_SNR ranged from 13.0 dB to 35.4 dB and averaged 20.7 dB. BLER levels were moderate: DL_BLER ranged 0.015–0.300 with a mean of 0.13, and UL_BLER ranged 0.03–0.16 with a mean of 0.079.

Uplink resource allocation and utilization were highly variable. UL_NPRB showed many large jumps and drops (largest fall to 2.9), spanning 2.9 to 65.4 PRBs with a mean of 24.6. PRBs allocated in DL oscillated as well, with PRBs_DL_Current between 0 and 68 and mean 56.7; PRb utilization on DL mirrored this with PRB_Utilization_DL between 0% and 64% and a mean of 53.5%. On the uplink, PRBs_UL_Current moved from 0 up to 55 (mean 6.0) and PRB_Utilization_UL ranged 0%–52% with a mean of 5.7%, including a rapid allocation jump to ~54.9 in one interval.

Traffic and buffer indicators show bursty uplink transmissions and relatively low downlink volume. TX_Bytes experienced multiple abrupt changes, including a large drop to 0; values ranged from 0 to 450,000 Bytes with a mean of 349,903.8 Bytes. RX_Bytes ranged 0 to 11,000 Bytes with a mean of 5,372.4 Bytes. Estimated uplink buffering varied between 14.5 KB and 6,536.0 KB and averaged 713.4 KB. Packet counts reflect the traffic asymmetry: UL_NumberOfPackets ranged 0–130 with mean 63.2, while DL_NumberOfPackets ranged 0–690 with mean 229.6.

Protocol usage was dominated by TCP: DL_Protocol was TCP for 90.62% of samples and UL_Protocol was TCP for 89.84% of samples; UDP was effectively absent. Overall, the trace shows fluctuating radio resources and bursty UL traffic with intermittent improvements in UL link quality (SNR and MCS) but persistently low RSRP.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

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

The signal was clean with no jamming detected.

Was the network congested or operating normally?

Which condition applies, mobile or static?

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_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_UL_Current 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 199.826

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.

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.

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 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 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 PRB_Utilization_DL?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 84.038

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 224.525

Does UL_NumberOfPackets 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 63.227

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 501954.471

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 713.392

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

What is the average value of PRBs_UL_Current?

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

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 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 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 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 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 average value of PRBs_DL_Current?

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 229.609

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

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 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 11015.578

The variance of TX_Bytes is 8942890357.728

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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 74.793

Does UL_SNR 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 1264.492

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_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_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_BLER 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


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

RSRP weakened over the trace, notably declining between indices ~32–99 (≈6.7 s) at about −1.818 dB/s. RSRP ranged from −117.0 dB to −104.0 dB. The mean RSRP was −110.5 dB.

Uplink modulation and link quality show moderate conditions: UL_MCS ranged from 12.0 to 18.0 with a mean of 15.4. UL_SNR spiked sharply between ~t=121–124 (increase ≈14.46 dB to 29.75 dB). UL_SNR overall ranged from 13.5 dB to 30.9 dB and averaged 20.6 dB. UL_BLER was between 0.04 and 0.16 with a mean of 0.096.

Downlink radio conditions were lower-order: DL_MCS ranged 6.0–7.0 with mean 6.6. DL_BLER experienced two pronounced increases (to ~0.44 around t≈72–96 and to ~0.62 around t≈104–125). DL_BLER ranged from 0.00089 to 0.62 and averaged 0.13.

Resource allocation varied considerably. UL_NPRB exhibited at least six large jumps and drops, peaking at 98.2 and bottoming at 6.9; the mean was 22.6. PRBs_DL_Current fluctuated with several jumps (largest to 67.3), ranged from 13.8 to 69.4 and averaged 57.1. PRBs_UL_Current ranged 0 to 6.9 with a mean of 1.6. DL PRB utilization mirrored DL PRB counts: PRB_Utilization_DL ranged from 13.0% to 65.5% and mean 53.9%, with a major jump to ~63.5%. PRB_Utilization_UL ranged 0%–6.5% and averaged 1.6%.

Traffic and buffering show bursty uplink transmission and modest downlink volume. TX_Bytes had multiple large jumps/drops (largest dip down to ~102,432 Bytes); TX_Bytes ranged 91,661 Bytes to 445,114 Bytes with a mean of 366,075.9 Bytes. RX_Bytes ranged 1,158 Bytes to 26,092 Bytes and averaged 6,867.9 Bytes. Estimated_UL_Buffer varied between 335.7 KB and 2,354.1 KB, with a mean of 1,193.0 KB. UL_NumberOfPackets ranged from 7 to 135 with mean 81.8, while DL_NumberOfPackets ranged from 0 to 1,300 and averaged 268.9.

Protocol usage was overwhelmingly TCP: DL traffic was TCP for ~92.19% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps (UDP 0%).

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

There was no congestion-related degradation.

Yes, there was movement during this session.

Does RX_Bytes 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.

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

What is the average value of PRBs_UL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1193.046

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 247.456

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

The period length of DL_NumberOfPackets is 2.56

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 268.875

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 60441.543

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 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.

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 42.67

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 762.651

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

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

What is the average value of PRBs_DL_Current?

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 278.042

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.065

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 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 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 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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 62997.676

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 4.13

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.901

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

The variance of TX_Bytes is 13060890408.761

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 81.797

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.948

Does RSRP 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 128

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 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_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.


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 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 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 None None None None None 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 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

RSRP exhibits a clear decline across the early portion of the trace (indices ~3–71, ~6.8 s) with an average fall of 2.09 dB per second. The RSRP values span from -118.5 dBm to -103.0 dBm. The mean RSRP is -113.6 dBm.

Uplink modulation (UL_MCS) showed two pronounced drops: one to 11 and a deeper fall to 0 later in the trace. UL_MCS ranges between 0 and 16 and the average UL_MCS is 13.5. Downlink MCS (DL_MCS) is tightly clustered between 6.0 and 7.0, with a mean of 6.7.

Downlink BLER experienced a transient spike (peaking near 0.24). DL_BLER values extend from 0.018 to 0.26 and the mean DL_BLER is 0.082. Uplink BLER ranges from 0.016 to 0.21 with a mean of 0.081.

UL resource allocation (UL_NPRB) had abrupt increases late in the trace, reaching up to 40.7 PRBs. UL_NPRB spans 6.1 to 40.7 with a mean of 18.4. Uplink SNR showed a large dip to about 5.9 dB and later a spike to roughly 30.5 dB; UL_SNR ranges from 5.9 dB to 30.5 dB and the mean is 20.5 dB.

Transmitted bytes (TX_Bytes) were highly bursty with several large jumps and drops; the observed values run from 92,829 Bytes to 469,440 Bytes and the mean TX_Bytes is 391,256 Bytes. Received bytes (RX_Bytes) are much smaller, ranging from 320 Bytes to 13,550 Bytes with a mean of 4,887.3 Bytes. The Estimated_UL_Buffer varies between 13.8 Kilobytes and 662.6 Kilobytes and averages 245.4 Kilobytes.

Downlink PRB usage and utilization show large swings (multiple sharp drops and rebounds), with PRBs_DL_Current between 14.8 and 68.1 and a mean of 60.1 PRBs. PRB_Utilization_DL ranges from 14.0% to 64.3% and averages 56.7%. Uplink PRBs and utilization remain low: PRBs_UL_Current from 0.1 to 13 (mean 1.8) and PRB_Utilization_UL from 0.094% to 13% (mean 1.7%).

Packet counts vary notably by direction: UL_NumberOfPackets spans 0 to 120 and averages 57.7 packets, while DL_NumberOfPackets spans 0 to 1,300 and averages 219.8 packets. Protocol usage is dominated by TCP: DL_Protocol was TCP for 89.84% of samples and UL_Protocol for 99.22% of samples (UDP negligible).

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the user static or moving across locations?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 245.414

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

The variance of PRB_Utilization_UL is 2.012

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 102.019

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 44601.585

The period length of PRBs_DL_Current is 16

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 219.789

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 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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.261

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 UL_SNR 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.

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 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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 696.345

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

The period length of UL_NumberOfPackets is 64

Does UL_MCS 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.

The variance of TX_Bytes is 5136195974.921

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 4.27

Does RSRP 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 16

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_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?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 8771.687

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.716

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 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 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 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 variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 114.629

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.

What is the average value of PRB_Utilization_UL?

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.


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 shows consistently poor RSRP, ranging from -120.0 dB to -115.0 dB with a mean of -117.1 dB, indicating weak downlink signal strength. Uplink channel quality (UL_SNR) varied between 10.4 dB and 28.8 dB and averaged 19.8 dB.

Uplink MCS fluctuated widely: values spanned 0 to 20 with a mean of 12.6, including a notable drop to 0 around t≈76–102 and a recovery to about 20 shortly after. Downlink MCS remained tight between 6.0 and 7.0 with a mean of 6.3. DL and UL BLER showed intermittent degradations: DL_BLER ranged from 0.013 to 0.53 with a mean of 0.16, including several spikes up to 0.5; UL_BLER ranged from 0.0071 to 0.21 with a mean of 0.092 and featured a jump to ~0.21 late in the trace. These BLER events suggest transient reliability issues, mostly on the downlink.

Uplink scheduling and load varied considerably. UL_NPRB spanned 7.5 to 79.0 with a mean of 31.8 and experienced multiple abrupt changes, including a large allocation around t≈77–82. PRBs assigned on the downlink (PRBs_DL_Current) ranged from 14.1 to 67.0 with a mean of 54.0, and PRB_Utilization_DL ran from 13.3% to 63.3% with a mean of 50.9%, both showing several sharp drops (one large decline to ~14.1 PRBs / ~13.3% utilization late in the period). Uplink PRB occupancy and utilization were low on average: PRBs_UL_Current ranged 0 to 25 with a mean of 2.9; PRB_Utilization_UL ranged 0 to 24 with a mean of 2.7, though brief spikes occurred.

Traffic and buffering reveal heavy transmit activity with variability. TX_Bytes varied between 90,444 Bytes and 445,194 Bytes and averaged 338,335.2 Bytes, with multiple large jumps and a pronounced dip to ~96,030 Bytes mid-trace. RX_Bytes ranged from 566 Bytes to 12,410 Bytes with a mean of 4,640.3 Bytes. The Estimated_UL_Buffer ranged from 77.9 KB to 1,251.4 KB and averaged 414.2 KB, indicating occasional uplink backlog. Packet counts reflected uplink and downlink asymmetry: UL_NumberOfPackets ran 4 to 101 with a mean of 65.4, while DL_NumberOfPackets ran 5 to 386 with a mean of 227.2.

Finally, both uplink and downlink traffic used TCP exclusively (100% TCP, 0% UDP) throughout the capture. Overall, the dataset shows weak RSRP, moderate-to-good uplink SNR, variable MCS and BLER with several transient degradations, heavy and bursty TX volumes with intermittent uplink buffering, and predominantly downlink PRB allocation and utilization.

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

This is a segment from a file download session.

What was the user's location status, static or mobile?

Choose the condition: jamming present or not?

Choose the condition: congestion or no congestion?

Yes, there was movement during this session.

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.

Does UL_NumberOfPackets 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 227.172

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.

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 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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 7194.805

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 266.169

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.943

Does RSRP 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.

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

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 18.29

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 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.

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 65.391

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 414.248

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 14.567

Does UL_MCS 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 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 18.29

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 21660.651

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 299.068

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.

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.

The variance of TX_Bytes is 12961798167.897

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 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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 598.76

Does DL_BLER 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 PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 16.367

What is the average value of PRBs_UL_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 18.29

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.


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

RSRP briefly improved during the trace, rising by 31.37 dB to a peak near -88.6 dB around the mid-window. Over the full period RSRP ranged from -125.0 dB to -88.6 dB. The mean RSRP was -117.6 dB.

Uplink MCS showed a deep fall to 0 around the late portion of the capture, then recovered to a high of 18. The UL_MCS values spanned 0 to 18 and averaged 12.2. Downlink MCS was stable and low, between 5.0 and 7.0 with a mean of 5.8.

DL BLER exhibited transient spikes early-to-mid trace (peaks around 0.58 and 0.50) and a multi-second downward trend later (about -0.075 per second between indices ~62–115). DL_BLER ranged from 0.032 to 0.58 and the mean was 0.19. UL BLER stayed low, ranging from 0.021 to 0.17 with a mean of 0.085.

UL resource usage surged in short bursts: UL_NPRB jumped to about 39.4 and PRBs_UL_Current and UL PRB-utilization each showed spikes into the high 20s–low 30s. UL_NPRB ranged 5.5 to 48.3 (mean 18.3). PRBs_UL_Current ranged 0 to 32 (mean 2.7). PRB_Utilization_UL ranged 0 to 31 (mean 2.6). Uplink SNR stayed healthy, between 15.1 dB and 26.7 dB with a mean of 20.5 dB.

Downlink PRB assignment and utilization were generally high with several pronounced drops; PRBs_DL_Current varied from 14.8 to 66.5 with a mean of 54.8, and PRB_Utilization_DL ranged 14.0 to 62.8 with a mean of 51.7.

Traffic and buffer metrics showed bursty behavior: TX_Bytes experienced multiple large jumps and drops (largest fall to ~97,822 Bytes), spanning 82,750 to 452,412 Bytes with a mean of 318,263 Bytes. RX_Bytes ranged from 362 Bytes to 11,180 Bytes with a mean of 4,581.5 Bytes. Estimated_UL_Buffer varied between 10.2 KB and 1,219.4 KB and averaged 246.3 KB.

Packet counts were variable: UL packets ranged 5 to 132 (mean 59.7) and DL packets ranged 0 to 630 (mean 200.8). Protocol usage was overwhelmingly TCP: DL traffic used TCP for 97.66% of timestamps and UL traffic used TCP for 100% of timestamps.

Which type of activity occurred, YouTube viewing, Twitch stream, or file transfer?

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

The user changed zones during the session.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network congested or operating normally?

Can you classify the user as moving or still?

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

The period length of DL_NumberOfPackets is 21.33

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.844

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 246.342

The variance of UL_NumberOfPackets is 874.333

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 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 30958.085

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

What is the average value of PRBs_DL_Current?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 18.841

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 245.16

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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 218.191

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 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14975.692

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 21.169

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 PRBs_UL_Current?

Does UL_MCS 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 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_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 42.67

The variance of TX_Bytes is 9571697626.999

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 21.33

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_NPRB 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 59.711

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 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 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_UL?

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.696

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 21.33

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

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


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

RSRP remained consistently poor, varying between -119.9 dB and -115.0 dB. The average RSRP over the trace was -116.3 dB.

Uplink modulation (UL_MCS) rose mid-trace, peaking at 17 and ranging from 11 to 17 with a mean of 13.7. Downlink MCS stayed low and stable, between 6 and 7 with a mean of 6.3.

Downlink BLER showed notable volatility: values spanned 0.0065 to 0.94 and averaged 0.32. There was a pronounced upward trend over one interval (indices ~44–94) with an average increase of ~0.177 per second, a spike to 0.73, and a later drop to about 0.18. Uplink BLER trended downward over indices ~32–89 at roughly -0.021 per second; UL_BLER ranged from 0.035 to 0.18 and averaged 0.091, with a brief spike to 0.18 mid-trace.

Uplink radio resources and link quality: UL_NPRB varied between 5.0 and 31.8 RBs (mean 16.8). UL_SNR ranged from 15.7 dB to 27.9 dB with a mean of 20.4 dB.

Throughput and buffer: Transmitted bytes (TX_Bytes) were highly variable with several large jumps and drops; values ranged from 89,628 Bytes to 445,114 Bytes and averaged 304,224.2 Bytes. Received bytes (RX_Bytes) ranged from 114 Bytes to 14,981 Bytes with a mean of 4,444.1 Bytes. Estimated uplink buffer fluctuated between 1.0 KB and 621.9 KB and averaged 218.9 KB.

Downlink scheduling and utilization saw significant dynamics: PRBs_DL_Current moved between 13.8 and 66.5 (mean 48.9) with at least one large jump to 66.5. Corresponding PRB_Utilization_DL ranged from 13.0% to 62.8% and averaged 46.1%, including large utilization jumps. Uplink scheduling remained light: PRBs_UL_Current and PRB_Utilization_UL both ranged from 0 (floor) up to 4.5 RBs and 4.3% respectively, each averaging about 1.4.

Packet counts: UL packet rate varied from 1 to 174 packets (mean 54.9). DL packet activity had a sharp burst early (a spike to ~1,128 packets) and overall ranged from 0 to ~1,128 with a mean of 237.3.

Protocol usage was dominated by TCP: DL traffic used TCP for 87.5% of timestamps, while UL traffic was TCP for 100% of timestamps (no UDP observed).

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

This is a segment from a file download session.

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

The user changed zones during the session.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Select the mobility status: moving or stationary?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 237.328

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 218.915

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.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.129

Does RSRP 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.

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.719

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

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.

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.

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_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 average value of PRB_Utilization_UL?

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

The variance of TX_Bytes is 18176325403.13

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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 10981.35

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?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1002.193

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.64

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 54.891

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

The period length of DL_NumberOfPackets is 4.27

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 variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 53196.222

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 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 variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 429.839

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 UL_MCS 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 382.555

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.


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

RSRP improved steadily over a sustained interval (indices ~35–122, ~8.7 s) with an average rise of ~1.163 dB/s. RSRP values lie between -116.0 dB and -105.0 dB. The mean RSRP is -112.2 dB.

Uplink and downlink modulation and coding show generally modest MCS levels: UL_MCS ranges from 13.0 to 17.0 with a mean of 14.5, while DL_MCS ranges from 6.0 to 7.0 with a mean of 6.4.

Downlink BLER is highly variable with several large jumps (the largest reaching 0.8), spanning 0.0068 to 0.92 and averaging 0.24. Uplink BLER is lower and more stable, ranging from 0.046 to 0.17 with a mean of 0.087.

Uplink resource allocation (NPRB) experienced sharp transient spikes (notably to ~100.6 and ~78.0), overall ranging from 5.0 to 100.6 with a mean of 17.4. Correspondingly, UL_SNR exhibited a pronounced jump up to ~40.12 dB; UL_SNR values span 13.6 dB to 40.1 dB and average 20.5 dB.

Traffic volume shows large uplink transmit variability with multiple prominent jumps and drops: TX_Bytes vary from 89,628 Bytes to 445,194 Bytes and mean 310,695.8 Bytes. Downlink RX_Bytes range from 138 Bytes to 20,893 Bytes with a mean of 4,872.9 Bytes. The estimated uplink buffer fluctuates between 0.66 Kilobytes and 1,100 Kilobytes (1.1e+03) with a mean of 243.3 Kilobytes.

Downlink PRB usage and utilization show repeated surges (largest spikes to ~67 PRBs and ~63.3% utilization), with PRBs_DL_Current spanning 13.8 to 68.1 and mean 48.8, and PRB_Utilization_DL spanning 13.0% to 64.3% with mean 46.0%. Uplink PRB counts and utilization remain low: PRBs_UL_Current range 0 to 5.6 (mean 1.5) and PRB_Utilization_UL range 0 to 5.3% (mean 1.4%).

Packet counts: UL_NumberOfPackets range 5.0 to 198.0 with mean 59.3. DL_NumberOfPackets showed an isolated spike up to 1,506 packets; overall it ranges 0 to 1,506 with a mean of 239.2.

Protocol use was dominated by TCP: DL traffic was TCP for ~84.38% of timestamps (no UDP), and UL traffic was TCP for 100% of timestamps (no UDP).

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

This segment matches file download traffic.

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

What is the condition: jamming or normal operation?

Was the user stationary or in motion during this window?

What is the average value of PRB_Utilization_UL?

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 PRBs_DL_Current?

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 DL_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.

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

The period length of DL_NumberOfPackets is 3.66

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 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 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 826.613

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 65605.597

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.137

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 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.

The variance of TX_Bytes is 20116579005.295

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.012

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_BLER 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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 243.272

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 444.633

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.281

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 2.91

Does UL_MCS 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.

Does RX_Bytes 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 64

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 395.721

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 27117.468

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.046

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 DL_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 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 average value of PRBs_UL_Current?

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 239.18

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 2.91

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


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

RSRP improved steadily over a 5.9 s window (indices ~5–64) with an average rise of 1.541 dB/s; values ranged between -115.0 dB and -103.0 dB. The mean RSRP was -110.4 dB. UL_SNR showed abrupt variability including a large spike early, with values spanning 8.5 dB to 39.9 dB and a mean of 20.8 dB. UL_MCS experienced multiple large step changes (at least four), including a major jump toward 0.0 around t≈91–117; UL_MCS ranged from 0 to 18 with a mean of 11.4. DL_MCS stayed low and narrow, between 0 and 2 with a mean of 1.8.

DL_BLER fluctuated sharply (≥4 notable jumps/drops), falling as low as 0.049 and rising up to 0.96; the average DL_BLER was 0.55. UL_BLER peaked briefly up to 0.21 (spike noted between t≈11–31); UL_BLER values ran from 0.026 to 0.21 with a mean of 0.077. UL_NPRB showed frequent large allocation changes (≥9 events) including a big jump to 87.5; UL_NPRB ranged from 5.0 to 87.5 with a mean of 14.9.

DL resource usage exhibited pronounced volatility: PRBs_DL_Current and PRB_Utilization_DL each had ≥9 sharp spikes (a major spike to ~66.5 PRBs and ~62.8% utilization around t≈31–45). PRBs_DL_Current ranged 11.7 to 67.3 with a mean of 35.2; PRB_Utilization_DL ranged 11.0% to 63.5% with a mean of 33.2%. Uplink PRB counts and utilization remained minimal, with PRBs_UL_Current between 0 and 13 (mean 0.97) and PRB_Utilization_UL between 0% and 12% (mean 0.91%).

Traffic and buffering: TX_Bytes varied from 25,858 Bytes to 140,707 Bytes with a mean of 68,155.4 Bytes; RX_Bytes ranged 57 Bytes to 3,833 Bytes with a mean of 1,654.3 Bytes. DL_NumberOfPackets ranged from 0 to 750 with a mean of 69.7, while UL_NumberOfPackets ranged 0 to 56 with a mean of 20.4. Estimated_UL_Buffer spanned 0.42 Kilobytes up to 560.0 Kilobytes with a mean of 78.0 Kilobytes.

Protocol mix was dominated by TCP: DL_Protocol was TCP for 89.84% of timestamps and UL_Protocol for 99.22%; UDP contribution was effectively zero. Overall, the trace shows improving downlink signal strength early, intermittent large uplink SNR and resource allocation swings, significant downlink PRB and utilization volatility, moderate TX-dominant traffic, and predominantly TCP traffic.

Which type of activity occurred, YouTube viewing, Twitch stream, or file transfer?

What was the user's location status, static or mobile?

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

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

The mean of PRB_Utilization_DL is 33.231

The period length of PRB_Utilization_UL is 64

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 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 481.391

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 163.316

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 20.352

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 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.

The variance of TX_Bytes is 1759941504.622

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 77.967

Does DL_BLER 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 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 13929.44

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

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 64

Does UL_BLER 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 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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 428.436

Does UL_MCS 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 average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 69.656

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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.104

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.364

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_SNR 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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 4907.688

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.

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 average value of PRBs_DL_Current?

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.

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

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 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 64


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

Cell-layer measurements indicate a modest degradation in downlink radio signal strength over a ~5.6 s interval (indices 30–86), with RSRP ranging from -119.0 dB to -107.0 dB. The mean RSRP is -112.2 dB. Uplink and downlink modulation show moderate capabilities: UL MCS ranges 13.0–18.0 (mean 15.4) while DL MCS ranges 5.0–7.0 (mean 6.1).

Downlink block error rate (DL_BLER) declines over a ~5.4 s window (indices 42–96) at an average rate of 0.111 per second; DL_BLER spans 0.032–0.89 with a mean of 0.26 and exhibits multiple abrupt jumps and drops, including a large spike rising to 0.9. Uplink BLER ranges 0.026–0.19 with a mean of 0.11.

Uplink SNR shows a pronounced transient increase, peaking at 31.14 dB after a 13.91 dB rise (around t=25–34). UL_SNR overall ranges 15.3–31.1 dB with a mean of 20.8 dB. Uplink resource usage is variable: UL NPRBs used range 5.0–35.7 (mean 17.6), PRBs_UL_Current range 0.05–4.8 (mean 1.4), and PRB_Utilization_UL ranges 0.047–4.5% (mean 1.3%). Downlink PRB allocation and utilization show larger swings: PRBs_DL_Current vary 12.7–68.1 (mean 51.6) and PRB_Utilization_DL ranges 12.0–64.3% (mean 48.7%), with at least four prominent jumps including a major jump to 68.1 (t≈37–46).

Traffic volumes are uplink-dominated in variability: TX_Bytes span 90,845–443,817 Bytes with a mean of 310,066.7 Bytes and several sharp jumps/dips (largest drop to ~102,750 Bytes). RX_Bytes range 209–12,423 Bytes with a mean of 4,986.5 Bytes. Estimated uplink buffer occupancy varies between 7.1 and 786.1 Kilobytes, mean 258.6 KB. Packet counts show UL_NumberOfPackets between 0 and 130 (mean 65.6) and DL_NumberOfPackets between 6 and 639 (mean 213.1).

Protocol usage is overwhelmingly TCP: DL traffic is 100% TCP and UL traffic is 99.22% TCP (UDP negligible). Overall, the trace shows intermittent radio and scheduler volatility (PRB and byte-count jumps) with a transient UL SNR improvement and generally moderate MCS/Bler performance given the RSRP levels.

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

Choose the condition: jamming present or not?

Choose the condition: congestion or no congestion?

Yes, there was movement during this session.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 213.148

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 340.269

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 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_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 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_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 0.812

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 PRB_Utilization_UL?

Does DL_BLER 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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 258.605

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 919.65

Does PRBs_UL_Current 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 64

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 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 PRBs_UL_Current?

Does UL_MCS 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 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.723

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 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

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 PRBs_DL_Current?

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 65.562

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.714

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.

The variance of TX_Bytes is 14445642232.326

Does TX_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 9524.631

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 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.

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.

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_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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 382.327

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16170.384

Does UL_BLER 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.


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

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

Overall the trace shows intermittent uplink activity with fluctuating radio conditions and sporadic resource allocation. RSRP improved briefly, rising by 14.31 dB to a peak of −106.69 dB (overall RSRP ranged between −121.0 dB and −106.7 dB). The RSRP average was −119.0 dB. Uplink SNR had a sharp gain early, spiking by 17.78 dB to 32.42 dB; UL_SNR ranged from 13.8 dB to 32.4 dB with a mean of 20.4 dB.

Modulation and coding on the uplink was volatile: UL_MCS fell to 0 then recovered to a high of 16, with values spanning 0 to 16 and a mean of 11.8. Downlink MCS stayed narrow, between 6.0 and 7.0 with a mean of 6.3. Downlink block error rates experienced two notable spikes (peaks near 0.46 and 0.52); DL_BLER ranged from 0.014 to 0.52 and averaged 0.18. UL_BLER remained lower, between 0.016 and 0.19 with a mean of 0.094.

Resource allocation varied widely on the uplink: UL_NPRB jumped to 67.90 then dropped into the single digits; UL_NPRB ranged from 5.0 to 67.9 with a mean of 21.3. PRBs and utilization on DL showed multiple large swings—PRBs_DL_Current moved between 14.8 and 67.6 with a mean of 55.8, and PRB_Utilization_DL ranged from 14.0 to 63.8 with a mean of 52.7. Uplink PRB counts and utilization were often near zero after peaks: PRBs_UL_Current spanned 0 to 71 with a mean of 3.7, and PRB_Utilization_UL ranged from 0 to 67 with a mean of 3.5.

Traffic volumes had pronounced bursts and drops. Transmitted bytes exhibited several large jumps and the largest drop left TX_Bytes between 93,645 Bytes and 448,843 Bytes; the TX_Bytes mean was 340,758.3 Bytes. Received bytes were much smaller, ranging from 102 Bytes to 12,598 Bytes with a mean of 5,802.1 Bytes. The estimated uplink buffer varied from 2.0 Kilobytes to 8,686.0 Kilobytes with a mean of 377.8 Kilobytes. Packet counts reflected bursty behavior: UL_NumberOfPackets ranged from 0 to 190 with a mean of 60.7, while DL_NumberOfPackets ranged from 0 to 700 with a mean of 189.0.

Protocol usage was overwhelmingly TCP on both directions: DL was TCP for 96.88% of timestamps and UL was TCP for 98.44% of timestamps. From a network perspective, the session shows episodic capacity allocation and traffic bursts aligned with transient SNR/MCS changes, elevated DL BLER events, and often minimal uplink PRB utilization outside short peak intervals.

What application was active, YouTube, Twitch, or File download?

File download was the primary application used.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Was the network congested or operating normally?

Select the mobility status: moving or stationary?

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.

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 PRBs_UL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 377.775

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

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

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_DL_Current?

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

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 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 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 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

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_SNR 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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 187.843

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.

Does DL_MCS 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 188.984

Does UL_BLER 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 1434.764

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 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 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 579824.964

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

The variance of TX_Bytes is 8518814137.422

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.664

Does RSRP 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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 72.552

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 167.179

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 64.572

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.

What is the average value of PRB_Utilization_UL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 60.734

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 18235.905

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.


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

RSRP improved steadily over a sustained interval (indices ~37–125, ~8.8 s) with an average rise of 0.92 dB/s. RSRP ranged between -119.0 dB and -110.0 dB. The mean RSRP was -115.6 dB.

Uplink MCS experienced a pronounced drop (t≈28–52) down to 0; UL_MCS values lie between 0 and 18 and the mean is 13.4. Downlink MCS stayed tight between 6.0 and 7.0 with a mean of 6.1.

Downlink BLER was highly variable with at least four major spikes and falls; the largest spike reached 0.9. DL_BLER ranged from 0.034 to 0.86 and averaged 0.27. Uplink BLER was lower and more stable, ranging from 0.014 to 0.20 with a mean of 0.084.

Uplink resource use showed bursts: UL_NPRB jumped to a peak of 54.8 (largest jump ~41.9) and overall UL_NPRB ranged from 5.1 to 54.8 with a mean of 20.7. UL SNR was healthy, ranging from 15.9 dB to 27.4 dB and averaging 20.2 dB.

Transport activity displayed several large transmit bursts and drops; TX_Bytes varied between 89,628 Bytes and 454,764 Bytes with a mean of 305,064.3 Bytes. RX_Bytes spanned 153.0 Bytes to 21,101.0 Bytes with a mean of 6,206.5 Bytes. Estimated UL buffer fluctuated widely between 4.1 KB and 4,469.2 KB and had a mean of 372.6 KB.

Downlink PRB occupancy frequently jumped, reaching a high around 66.3 and overall PRBs_DL_Current ranged from 14.8 to 68.1 with a mean of 51.5. PRBs uplink showed brief spikes to ~42.5 and overall ranged from 0 to 42 with a mean of 2.8. Corresponding DL PRB utilization mirrored these jumps (range 14.0% to 64.3%, mean 48.6%), while UL PRB utilization spiked to ~40.1% and overall ranged from 0% to 40% with a mean of 2.6%.

Packet counts indicated more downlink traffic: UL_NumberOfPackets ranged from 0 to 190 with a mean of 60.1, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 204.9. Protocol usage was predominantly TCP: DL protocol was TCP for 85.16% of timestamps and UL protocol was TCP for 99.22% of timestamps.

Which type of activity occurred, YouTube viewing, Twitch stream, or file transfer?

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

The user changed zones during the session.

What is the condition: jamming or normal operation?

Identify the congestion status: normal or overloaded?

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

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_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.

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.

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 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 PRBs_DL_Current 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 TX_Bytes 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 32

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_SNR 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 UL_MCS 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 39027.218

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 26.571

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 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 UL_NPRB 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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 375.175

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 193289.587

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 372.569

Does RSRP 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 421.548

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1186.431

What is the average value of PRB_Utilization_UL?

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_DL?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 29.857

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 204.867

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 60.133

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

The variance of TX_Bytes is 15288341212.676

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 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 64

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 64

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 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_UL_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 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 64