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

RSRP was consistently poor, ranging between -122.0 dB and -115.0 dB. The average RSRP was -118.6 dB.

Uplink MCS showed several large volatility events (at least four prominent jumps/drops), including a fall from 16 to 0; UL_MCS values ranged from 0 to 16 with a mean of 11.8. Downlink MCS stayed tight, between 6.0 and 8.0 with a mean of 6.1.

Downlink BLER experienced multiple sharp changes (at least three), including a drop to 0.1; DL_BLER ranged from 0.024 to 0.81 with a mean of 0.32. Uplink BLER was lower and more stable, ranging from 0.013 to 0.16 with a mean of 0.08.

UL PRB allocation fluctuated heavily (at least eight pronounced jumps), peaking above 100 at times; UL_NPRB ranged from 5.0 to 105.0 with a mean of 24.8. DL PRB usage also showed multiple large spikes (at least seven), with PRBs_DL_Current between 14.8 and 68.4 and a mean of 49.9. Corresponding DL PRB utilization ranged from 14.0% to 64.5% with a mean of 47.1%. UL PRB utilization was minimal overall, between 0% and 27% with a mean of 2.7%, and PRBs_UL_Current ranged from 0 to 29 with a mean of 2.8.

Uplink SNR was generally healthy, spanning 12.3 dB to 28.7 dB with a mean of 20.5 dB.

Traffic and buffer metrics showed burstiness. TX_Bytes varied between 89,628 Bytes and 452,983 Bytes with a mean of 296,152.2 Bytes and several large drops and spikes. RX_Bytes ranged from 24 Bytes to 13,872 Bytes with a mean of 5,091.5 Bytes. Estimated_UL_Buffer ranged from 94.4 Kilobytes to 2,430.3 Kilobytes with a mean of 1,082.5 Kilobytes.

Packet counts were bursty on downlink: DL_NumberOfPackets spiked to 1,168 and overall ranged from 0 to 1,168 with a mean of 188.9. UL_NumberOfPackets ranged from 0 to 160 with a mean of 59.8.

Protocol distribution was dominated by TCP: DL_Protocol was TCP for 92.97% of measurements and UL_Protocol was TCP for 95.31% of measurements (UDP usage negligible).

What was the user's activity, YouTube, Twitch, or File download?

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

The user changed zones during the session.

Choose the condition: jamming present or not?

Identify the congestion status: normal or overloaded?

From static or mobile, which best describes the user?

The user was mobile during this session.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 365.542

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 21.001

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.

The variance of TX_Bytes is 13881797332.637

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

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

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 42.67

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

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

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1082.533

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 325.33

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

The period length of Estimated_UL_Buffer is 5.57

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

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

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

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

Does DL_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 1279.083

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.812

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30257.647

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 188.922

What is the average value of PRBs_DL_Current?

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

The period length of DL_NumberOfPackets is 42.67

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 96338.452

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

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

The period length of UL_NumberOfPackets is 42.67

Does TX_Bytes 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 42.67

What is the average value of PRB_Utilization_UL?

Does UL_SNR 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 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.053

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 23.595

What is the average value of PRBs_UL_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.


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

Overall the radio link showed intermittent weakening and several capacity swings. RSRP fell to a minimum of -134.31 dB (range -134.3 dB to -107.0 dB). The average RSRP was -112.6 dB. Uplink MCS moved from a low of 3.8 to highs near 17–18 (range 3.8 to 18.0) with a mean of 13.9, indicating periods of very low transport efficiency followed by recovery. Downlink MCS dropped to 2.28 (range 2.3 to 7.0) with a mean of 6.6.

Radio link error rates were variable: DL BLER reached up to 0.77 and down to 0.0005 (range 0.0005 to 0.77) with a mean of 0.16, while UL BLER ranged from 0.029 to 0.23 with a mean of 0.097. Uplink SNR varied between 14.4 dB and 28.9 dB, averaging 20.9 dB.

Resource allocation fluctuated substantially. Uplink NPRBs swung as high as 69.5 and as low as 1.9 (range 1.9 to 69.5) with a mean of 20.8, showing multiple prominent jumps. Downlink PRBs in use peaked at 106.0 and bottomed at 0 (range 0 to 106.0) with a mean of 53.7; DL PRB utilization mirrored this behavior with a range of 0% to 100% and a mean utilization of 50.6%. Uplink PRBs and UL PRB utilization remained low: both ranged from 0 to about 6.2 (PRBs_UL_Current range 0 to 6.2, mean 1.6; PRB_Utilization_UL range 0 to 5.9, mean 1.6).

Traffic and buffering showed bursts. TX_Bytes ranged from 0 to ~450,000 Bytes with a mean of 329,773.7 Bytes and exhibited several large jumps; RX_Bytes ranged from 0 to ~22,000 Bytes with a mean of 6,673.6 Bytes. Estimated uplink buffer varied between 0 and 1,900 Kilobytes with an average of 951.6 KB. Uplink packet counts averaged 64.6 packets (range 0 to 190), while downlink packet counts spiked up to 1,410 with an overall range of 0 to 1,410 and a mean of 235.5.

From a protocol perspective, TCP dominated the trace: DL used TCP for 70.31% of timestamps and UL used TCP for 80.47%; UDP usage was effectively zero.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Is this a congested or uncongested session?

Select the mobility status: moving or stationary?

The mean of PRB_Utilization_DL is 50.632

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 247929.217

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1984.798

The variance of TX_Bytes is 25004164132.244

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 RSRP 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 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_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 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 variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 62199.89

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

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

The period length of DL_NumberOfPackets is 2.67

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

What is the average value of PRB_Utilization_UL?

Does UL_SNR 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 1.405

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

The period length of UL_NumberOfPackets is 128

Describe the average trend of 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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 538.362

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 235.508

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

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

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.

Does DL_BLER 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 951.624

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 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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 479.14

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 UL_NumberOfPackets?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.579

Does TX_Bytes 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.


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

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

RSRP stayed consistently weak, ranging from -119.9 dB to -115.0 dB with a mean of -116.7 dB. Uplink modulation (UL_MCS) varied broadly between 0 and 16 with a mean of 13.7; it rose sharply early in the trace (reaching 16). Downlink MCS was stable, between 6.0 and 7.0 with a mean of 6.5.

Downlink BLER exhibited a multi-phase pattern: a steady decline over the first ~5.5 seconds (average decrease ~0.03 per second), then a pronounced spike to 0.87 before falling to 0.1. DL_BLER ranged from 0.0046 to 0.87 and averaged 0.18. Uplink BLER ranged from 0.012 to 0.16 with a mean of 0.088.

UL resource allocation (UL_NPRB) showed large variability, spanning 5.0 to 60.5 PRBs with a mean of 23.7; it dropped sharply to ~17.4 at one point and later surged to ~54.7. UL SNR remained healthy, between 15.5 dB and 27.8 dB with a mean of 20.6 dB.

Traffic metrics were bursty. Transmitted bytes (TX_Bytes) ranged from 89,628 Bytes to 471,411 Bytes with a mean of 351,431.2 Bytes and experienced at least five major jumps/dips—the biggest fall reached 355,486 Bytes. Received bytes (RX_Bytes) ranged from 272 Bytes to 12,962 Bytes with a mean of 6,892.4 Bytes. Estimated UL buffer occupancy varied from 34.0 KB to 891.6 KB with a mean of 370.0 KB.

Downlink PRB allocation and utilization showed significant transients: PRBs_DL_Current spanned 13.8 to 68.1 with a mean of 55.5 and experienced multiple large drops (largest to 14.8). Correspondingly, PRB_Utilization_DL ranged 13.0 to 64.3 with a mean of 52.3 and mirrored those pronounced dips. Uplink PRBs and utilization were low overall: PRBs_UL_Current ranged 0 to 26 (mean 2.9) and PRB_Utilization_UL ranged 0 to 24 (mean 2.7).

Packet counts were higher and more variable on the downlink: UL_NumberOfPackets ranged 2 to 172 with a mean of 87.1, while DL_NumberOfPackets ranged 8 to 766 with a mean of 249.4. Transport protocols were overwhelmingly TCP: DL_Protocol was TCP for 99.22% of samples and UL_Protocol was TCP for 100% of samples.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Yes, there was movement during this session.

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

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 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 RX_Bytes 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 PRB_Utilization_UL?

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

The period length of PRBs_DL_Current is 128

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.

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

Does UL_SNR 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 TX_Bytes is 14994108740.96

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.

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 333.301

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 87.125

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

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1261.197

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 249.414

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

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

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_DL?

The mean of PRB_Utilization_DL is 52.316

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 10008.418

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 16.941

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 18000.96

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 370.048

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

The period length of Estimated_UL_Buffer is 42.67

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 296.636

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

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

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 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 RSRP 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 19.035


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

RSRP showed intermittent improvements with notable uplifts: it rose to peaks near -105.9 dB and -90.1 dB during two separate intervals. Across the capture the RSRP ranged from -123.9 dB to -90.1 dB. The mean RSRP was -118.3 dB.

Uplink MCS varied between 12.0 and 16.0 with an average of 13.7, while downlink MCS remained steady at 6.0. DL BLER experienced sharp increases reaching up to 0.67 and had a minimum of 0.069; its mean was 0.26. UL BLER stayed lower, ranging from 0.039 to 0.17 with a mean of 0.097.

UL NPRB surged at times to highs around 50–56.8 and overall spanned from 5.0 to 56.8 PRBs; the mean was 15.3 PRBs. UL SNR was generally good, ranging from 12.7 dB to 27.2 dB with a mean of 20.6 dB.

TX_Bytes showed multiple large jumps and drops (largest observed drop to ~89,628 Bytes); overall TX_Bytes ranged between 89,628 Bytes and 390,506 Bytes with a mean of 296,679.2 Bytes. RX_Bytes were much smaller, ranging from 335 Bytes to 18,139 Bytes and averaging 4,527.1 Bytes. Estimated UL buffer occupancy varied from 15.2 Kilobytes up to 1,171.1 Kilobytes, with a mean of 221.5 Kilobytes.

Downlink PRB allocation and utilization exhibited several pronounced changes: PRBs_DL_Current moved between 14.8 and 66.5 (mean 50.6) and PRB_Utilization_DL ranged from 14.0% to 62.8% with a mean of 47.7%. Uplink PRBs and utilization remained low, with PRBs_UL_Current between 0.05 and 6.5 (mean 1.3) and PRB_Utilization_UL between 0.047% and 6.1% (mean 1.2%).

Packet counts were bursty on the downlink, with peaks near 1,186 packets and an overall DL_NumberOfPackets range from 0 to ~1,200 and a mean of 191.9; uplink packet counts ranged from 0 to 120 with a mean of 42.4. Protocol usage was dominated by TCP: DL traffic used TCP for 71.88% of timestamps and UL traffic used TCP for 99.22% of timestamps; UDP usage was effectively 0%.

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

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

Zone localization is unclear due to mobility.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Was the user stationary or in motion during this window?

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

The period length of UL_NumberOfPackets is 128

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

Describe the average trend of UL_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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 221.515

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

Describe the average trend of PRBs_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 DL_BLER 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 236.531

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

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

What is the average value of PRBs_DL_Current?

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 TX_Bytes 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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 649.174

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 32

Does UL_MCS 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 4.92

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.691

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.924

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_UL?

The variance of PRB_Utilization_UL is 0.823

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

Describe the average trend of DL_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 71660.678

The variance of TX_Bytes is 9846084942.531

What is the average value of PRB_Utilization_UL?

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

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

The period length of DL_NumberOfPackets is 4.74

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 RX_Bytes 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 42.414

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 265.766

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 191.914

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 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 30916.939

Does UL_NPRB 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 4.92

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

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

The radio link shows periods of degradation and intermittent improvement. RSRP mostly sits between -117.0 dB and -84.5 dB, with an overall mean of -110.4 dB; notably it declines steadily between indices ~33–83 (about 5 s) at roughly 1.84 dB/s, and then briefly jumps to a peak of -84.55 dB around t≈103–112. Uplink channel quality (UL_SNR) ranges from 17.3 dB to 28.0 dB with a mean of 20.3 dB.

Uplink modulation (UL_MCS) varies from 12.0 to 17.0 (mean 14.7), while downlink modulation (DL_MCS) is lower, between 6.0 and 7.0 (mean 6.8). Downlink BLER spans 0.0013 to 0.42 (mean 0.042), and uplink BLER spans 0.037 to 0.16 (mean 0.092), indicating occasional elevated downlink error rates.

Resource allocation shows bursts and drops: UL_NPRB ranges 13.7 to 45.3 with a mean of 25.0 and a pronounced spike to 45.27 around t≈45–50. DL PRBs in use (PRBs_DL_Current) range from 32.1 to 68.7 with a mean of 64.3; they dip to ~32.07 during t≈8–16. PRB_Utilization_DL mirrors that behavior, ranging 30.3% to 64.8% with a mean of 60.7% and dropping to ~30.25% in the same interval. UL PRBs (PRBs_UL_Current) lie between 0.51 and 5.3 (mean 1.9) and UL utilization (PRB_Utilization_UL) between 0.48% and 5.0% (mean 1.8%).

Traffic and buffer metrics show asymmetric behavior: TX_Bytes vary from 192,460 Bytes to 448,763 Bytes with a mean of 420,256.1 Bytes and a transient drop to 192,460 Bytes around t≈8–16. RX_Bytes range from 3,911 Bytes to 21,086 Bytes with a mean of 7,543.6 Bytes. The Estimated_UL_Buffer spans 176.9 KB to 966.6 KB with a mean of 384.5 KB. Packet counts reflect intermittent bursts: UL packet count is between 0 and 170 (mean 84.1), while DL packets range from 0 to 1,300 (mean 255.8) and display a sharp spike to ~1,348 packets near t≈41–44.

From a protocol perspective, TCP dominates both directions: DL_Protocol is TCP for 95.31% of samples and UL_Protocol is TCP for 98.44% of samples (UDP negligible). Overall, the traces point to generally weak RSRP with occasional improvements, episodic uplink resource increases, intermittent downlink error spikes, and bursty downlink packet traffic under predominantly TCP transport.

Which of the following was the user doing: streaming YouTube, watching Twitch, or downloading a file?

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

From static or mobile, which best describes the user?

The user was mobile during this session.

The variance of PRBs_DL_Current is 18.849

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 833.118

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.

Does RX_Bytes 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 84.125

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

What is the average value of PRBs_DL_Current?

The variance of TX_Bytes is 1190625789.138

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30842.46

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 12.8

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 60.656

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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 16.775

Does DL_BLER 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 0.481

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_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.

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

The period length of UL_NumberOfPackets is 128

What is the variance of PRBs_UL_Current?

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

Does 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 12.8

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 255.773

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 384.518

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

Describe the average trend of DL_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_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_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

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

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

What is the average value of PRB_Utilization_UL?

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 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 2.91

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 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 12.8

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

The period length of DL_NumberOfPackets is 2.61

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

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

The period length of PRB_Utilization_DL is 2.91

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 11175.03


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

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

RSRP weakened overall but showed a clear recovery mid-window: after falling to a minimum of -134.7 dB it climbed to a maximum of -97.0 dB, with a mean of -105.2 dB. The notable upward segment between indices 14 and 73 (~5.9 s) increased at about 2.931 dB/s.

Uplink modulation (UL_MCS) fell to a minimum of 6.0 and reached a maximum of 17.0, averaging 14.0. Downlink modulation (DL_MCS) stayed high, ranging from 4.1 to 7.0 with a mean of 6.9.

Downlink BLER trended downward, dropping to a low of 0.03 and spanning from 1e-05 to 0.66; its mean was 0.056. Uplink BLER ranged between 0.024 and 0.17 with a mean of 0.091.

UL_NPRB experienced a sharp spike early, peaking at 78.0 and ranging overall from 9.9 to 78.0; the mean was 22.1. UL_SNR varied between 15.9 dB and 27.8 dB, averaging 20.2 dB.

Transmit volume saw two large bursts: TX_Bytes rose to highs around 390,506 Bytes and 445,114 Bytes in two separate jumps; overall TX_Bytes ranged from 0 to 450,000 Bytes and averaged 403,342.9 Bytes. Receive volume was much smaller, ranging from 0 to ~14,000 Bytes with a mean of 5,458.6 Bytes. Estimated uplink buffer occupancy ranged from 44.5 KB to 780.9 KB with a mean of 315.9 KB.

Downlink resource usage showed large swings: PRBs_DL_Current jumped to about 66.26 then dropped to 0.0, with an overall range of 0 to 68 and a mean near 60.0. DL PRB utilization mirrored that behavior, ranging from 0 to 64 and averaging 56.6. Uplink PRBs and UL PRB utilization remained low, with PRBs_UL_Current between 0 and 5.7 (mean 1.7) and PRB_Utilization_UL between 0 and 5.4 (mean 1.6).

Packet counts reflected asymmetric traffic: UL packets ranged from 0 to 160 with a mean of 68.0, while DL packets ranged from 0 to 940 with a mean of 228.8. Protocol usage was dominated by TCP: DL_Protocol was TCP for 88.28% of timestamps and UL_Protocol was TCP for 86.72% of timestamps (UDP usage negligible).

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

Was the user static at Zone A, B, or C, or in motion?

Did the user experience jamming or normal signal quality?

Was the network congested or operating normally?

Identify the user state: still or in motion?

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 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 192.928

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.613

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.887

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 171.705

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 67.961

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_UL_Current?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.789

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

The period length of PRBs_UL_Current is 32

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 228.781

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 27585.92

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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 315.87

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

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

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

What is the average value of PRB_Utilization_UL?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1262.51

Does UL_NPRB 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 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.

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.

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

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

The period length of PRB_Utilization_UL is 32

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

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

The period length of Estimated_UL_Buffer is 42.67

The variance of TX_Bytes is 9111234017.12

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16363.456

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 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 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 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 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 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.


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

RSRP stayed in a weak range, varying between -119.0 dB and -109.0 dB. The average RSRP was -116.2 dB.

UL_SNR showed a pronounced transient, rising to a peak of 38.48 dB; it ranged from 12.1 dB to 38.5 dB. The mean UL_SNR was 20.5 dB.

UL_MCS experienced a notable drop to 0 (from t≈84–109); overall UL_MCS varied between 0 and 18 with a mean of 13.0. DL_MCS remained stable and low, between 6.0 and 7.0 with a mean of 6.2.

DL_BLER exhibited multiple large excursions, including a major spike reaching 0.88–0.90; DL_BLER ranged from 0.036 to 0.88 with a mean of 0.24. UL_BLER had a smaller jump up to about 0.19; UL_BLER ranged from 0.016 to 0.19 with a mean of 0.089.

UL resource use showed intermittent bursts: UL_NPRB ranged from 5.0 to 41.5 with a mean of 17.2. PRBs_UL_Current and PRB_Utilization_UL both had brief spikes—PRBs_UL_Current ranged from 0.05 to 31 with a mean of 2.4, and PRB_Utilization_UL ranged from 0.047 to 29 with a mean of 2.3.

Downlink PRB activity was higher and more variable. PRBs_DL_Current fluctuated between 13.8 and 66.5 with a mean of 51.9, and PRB_Utilization_DL varied between 13.0 and 62.8 with a mean of 48.9; several sharp jumps and dips were observed (largest dip reduced PRBs_DL_Current to ~13.8).

Traffic volumes were asymmetric: TX_Bytes (uplink) had multiple large jumps, peaking around the mid 100–400k Byte range; TX_Bytes ranged from 92,829 Bytes to 445,114 Bytes with a mean of 318,905.6 Bytes. RX_Bytes (downlink) was much lower, ranging from 304 Bytes to 16,568 Bytes with a mean of 4,609.3 Bytes. Estimated_UL_Buffer varied significantly between 2.4 Kilobytes and 1,388.2 Kilobytes with a mean of 239.9 Kilobytes.

Packet counts reflected this load pattern: UL_NumberOfPackets ranged from 1.0 to 119.0 with a mean of 56.4, while DL_NumberOfPackets ranged from 0 to 930 with a mean of 206.9.

Protocol usage was dominated by TCP: DL_Protocol was TCP for 85.94% of timestamps, and UL_Protocol was TCP for 100.00% of timestamps.

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

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?

There was no congestion-related degradation.

Was the user stationary or in motion during this window?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.944

The period length of UL_NumberOfPackets is 64

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?

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 287.122

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 20.349

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 18.111

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 206.867

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_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 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 UL_NumberOfPackets?

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 2.84

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 322.61

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

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

The period length of PRBs_DL_Current is 64

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

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

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

What is the average value of PRBs_UL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 605.145

The variance of TX_Bytes is 12815685095.556

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 25543.338

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 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 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 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.

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

The period length of Estimated_UL_Buffer is 128

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

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

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 UL_BLER 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 239.887

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 UL_NPRB 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 51533.738

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

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


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 and traffic indicators show a moderately weak downlink RSRP with values between -117.0 dB and -111.0 dB; the average RSRP is -114.6 dB. Uplink and downlink modulation coding schemes indicate a relatively higher uplink capability (UL_MCS 11.1–17.0, mean 14.7) versus lower downlink MCS (DL_MCS 6.0–7.0, mean 6.2).

BLER behavior is variable: DL_BLER spans 0.0031 to 0.97 with a mean of 0.37 and exhibits multiple large jumps and falls (including a major drop to 0.1 between the mid-sequence window). UL_BLER ranges from 0.028 to 0.18 with a mean of 0.095, indicating consistently lower uplink block error rates than downlink on average.

Uplink resource allocation and quality show bursts: UL_NPRB varies from 5.0 to 71.1 with a mean of 16.3 and several pronounced spikes (one peak near 71.1). UL_SNR ranges between 14.8 dB and 36.8 dB with a mean of 20.8 dB, including sharp SNR increases (peaks around 36.8 dB and 29.5 dB). Downlink PRB usage and utilization also fluctuate substantially: PRBs_DL_Current spans 13.8 to 68.4 with a mean of 43.4 and experiences multiple abrupt changes (notably a large fall to ~14.8). PRB_Utilization_DL ranges from 13.0% to 64.5% with a mean of 41.0% and mirrors those drops. Uplink PRB occupancy and utilization remain low (PRBs_UL_Current 0–3.9, mean 1.2; PRB_Utilization_UL 0–3.7%, mean 1.1%).

Traffic volume and buffering exhibit intermittent large transfers and drops: TX_Bytes vary between 90,845 Bytes and 448,763 Bytes with a mean of 269,942.4 Bytes and include several substantial excursions (one sharp decrease to ~104,477 Bytes). RX_Bytes range from 152 Bytes to 13,066 Bytes with a mean of 4,009.6 Bytes. The estimated uplink buffer spans 0.81 KB to 950 KB with a mean of 199.1 KB, indicating occasional heavy uplink buffering. Packet counts are bursty: UL_NumberOfPackets ranges 1–133 (mean 57.1) and DL_NumberOfPackets ranges 0–1,000 (mean 190.1).

Protocol usage is overwhelmingly TCP: DL_Protocol was TCP for 98.44% of samples and UL_Protocol was TCP for 100% of samples. Overall, the profile reflects sporadic high uplink resource demand and buffer buildup, variable downlink reliability (high DL_BLER peaks), modest downlink signal strength, and largely TCP-dominated traffic.

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

This is a segment from a file download session.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Was the network congested or operating normally?

Was the user stationary or in motion during this window?

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

The period length of PRB_Utilization_UL is 25.6

Does TX_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 463.303

The mean of Estimated_UL_Buffer is 199.138

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.094

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.

The variance of DL_NumberOfPackets is 31349.673

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 520.568

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_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_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_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 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.721

The variance of TX_Bytes is 21528389710.906

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

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 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 average value of PRB_Utilization_UL?

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

Describe the average trend of UL_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.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 190.109

Does DL_BLER 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.

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 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 25.6

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

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 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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 18009.888

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 903.046

What is the average value of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

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_MCS 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.

Does UL_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.

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 RX_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 0.642

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


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

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

The trace shows generally poor downlink radio conditions with RSRP varying between -121.0 dB and -106.0 dB; the average RSRP is -116.2 dB. Uplink SNR ranged from 12.3 dB to 28.7 dB, with a mean of 20.5 dB; an early drop of about 11.04 dB drove UL_SNR down to ~17.62 dB within the first interval. Uplink MCS exhibited multiple abrupt changes (at least three), including a pronounced collapse from 16 down to 0; UL_MCS spans 0 to 16 with a mean of 12.9. Downlink MCS was tightly clustered between 6.0 and 7.0 with an average of 6.2.

BLER behavior was volatile: DL_BLER jumped sharply to 0.81 at one point, and overall DL_BLER ranges from 0.0028 to 0.81 with a mean of 0.30. UL_BLER lies between 0.013 and 0.24 with a mean of 0.093. Resource allocation on the uplink shows many rapid fluctuations—UL_NPRB swung across 5.0 to 105.0 PRBs with a mean of 26.6 and several large spikes (the biggest reaching ~102.5). Correspondingly, PRBs_UL_Current covered 0 to 29 with a mean of 2.3 and brief pulses up to ~28–29 PRBs; PRB_Utilization_UL mirrors this, ranging 0 to 27 with a mean of 2.2 and short spikes into the mid-20s. Downlink PRB usage also changed frequently: PRBs_DL_Current ranged from 14.8 to 68.4 with a mean of 49.2, and PRB_Utilization_DL varied between 14.0 and 64.5 with an average of 46.4, including a notable dip down to ~14–15 in one episode.

Traffic metrics reveal heavy uplink throughput variability: TX_Bytes moved between 89,628 Bytes and 445,194 Bytes with a mean of 297,553.8 Bytes and multiple large drops (one decline brought TX_Bytes down to ~92,829 Bytes). Downlink payload remained low, with RX_Bytes spanning 0 to 20,000 Bytes and averaging 5,511.2 Bytes. The Estimated_UL_Buffer oscillated from 94.4 KB to 2,548.2 KB with a mean of 1,111.4 KB, indicating intermittent uplink queuing. Packet counts reflect bursty downlink bursts (DL_NumberOfPackets from 0 to ~1,411 with a mean of 193.2, including large spikes) while uplink packet counts varied from 0 to ~160 with a mean of 61.9.

From a protocol perspective, TCP dominates: DL traffic used TCP for 89.06% of timestamps and UL for 95.31%; UDP was essentially absent. Overall, the session is characterized by weak RSRP, fluctuating UL SNR, unstable MCS and BLER, frequent large swings in PRB allocation and utilization, and bursty uplink traffic with significant uplink buffering.

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

File download was the primary application used.

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

The user changed zones during the session.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Is this a congested or uncongested session?

Was the user static or moving across locations?

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.945

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1111.421

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 55647.687

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

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

The variance of TX_Bytes is 17176904300.836

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

The period length of Estimated_UL_Buffer is 42.67

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

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

The period length of PRBs_DL_Current is 42.67

Does UL_NPRB 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 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 DL_BLER 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 381.481

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

What is the average value of PRB_Utilization_UL?

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

The period length of DL_NumberOfPackets is 25.6

What is the average value of PRBs_UL_Current?

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 75725.525

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 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 variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 15.218

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 13.545

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.408

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

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

Describe the average trend of PRB_Utilization_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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 428.632

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1409.627

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 193.172

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

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

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 42.67

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 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 DL_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.


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

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

The radio link was generally weak: RSRP varied between -120.2 dB and -115.0 dB. Its average level was -117.9 dB. Uplink SNR fluctuated from 11.7 dB to 30.1 dB, with a mean of 20.3 dB.

Uplink MCS showed multiple large transitions, including a major fall from 14.0 down to 0.0; UL_MCS ranged from 0 to 19 with a mean of 13.0. Downlink MCS stayed narrow between 6.0 and 7.0, averaging 6.4. Downlink BLER exhibited several spikes, reaching as high as 0.65 and as low as 0.019; its mean was 0.14. Uplink BLER ranged from 0.026 to 0.22 and averaged 0.085.

Resource allocation on uplink was highly variable: UL_NPRB oscillated between 5.0 and 90.2 PRBs, mean 25.4, including many abrupt jumps (the largest reaching 90.2). PRBs_UL_Current spiked up to 42 and ranged from 0 to 42 with a mean of 2.9. Downlink PRB assignment and utilization were often high but sometimes dropped sharply: PRBs_DL_Current ranged from 14.8 to 68.1 with a mean of 56.1, and PRB_Utilization_DL spanned 14.0 to 64.3 with a mean of 53.0. Uplink PRB utilization also showed sudden peaks, ranging from 0 to 39 with a mean of 2.7.

Traffic volumes and buffers reflected bursty uplink activity. TX_Bytes varied between 92,829 Bytes and 448,763 Bytes, mean 347,025.2 Bytes, with several pronounced jumps and a notable drop to ~97,757 Bytes. RX_Bytes ranged from 136 Bytes to 11,734 Bytes and averaged 5,807.7 Bytes. The Estimated_UL_Buffer ranged from 261.0 KB to 3,481.9 KB and had a mean of 1,147.1 KB. Uplink packet counts ran from 0 to 140 and averaged 75.3 packets; downlink packet counts ranged from 0 to 840 and averaged 228.5 packets.

Protocol use was dominated by TCP: DL traffic was TCP for 88.28% of timestamps and UL traffic was TCP for 96.09% of timestamps; UDP presence was effectively zero. Overall, the trace shows unstable uplink resource allocations and MCS with intermittent high BLER spikes on downlink, combined with bursty uplink traffic and large uplink buffers—indicative of capacity contention and transient link quality degradations.

Which of the following was the user doing: streaming YouTube, watching Twitch, or downloading a file?

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

Choose the condition: jamming present or not?

Is this a congested or uncongested session?

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

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 25951.386

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 75.281

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.959

Does RSRP 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.

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

The period length of Estimated_UL_Buffer is 42.67

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.

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

The period length of DL_NumberOfPackets is 2.33

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 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 228.508

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

The period length of PRB_Utilization_UL is 128

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

Does UL_MCS 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.

The variance of TX_Bytes is 11503754831.78

Does DL_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 245.068

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1147.096

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 275.359

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 36.74

Does DL_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 1078.991

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 118201.768

Does TX_Bytes 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.

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

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

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

What is the average value of PRB_Utilization_UL?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 32.699