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

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

RSRP steadily improved early in the capture, rising over indices 1–53 (≈5.2 s) at about +1.155 dB/s; RSRP values ranged between -116.7 dB and -106.0 dB. The average RSRP across the trace was -111.6 dB. UL MCS showed large swings: it fell to 0 and later recovered to as high as 16, with overall UL_MCS values spanning 0 to 17 and a mean of 13.3. DL MCS was stable and low, ranging 6.0 to 7.0 with a mean of 6.4.

Downlink BLER experienced multiple pronounced jumps and drops, including a peak near 0.78; DL_BLER ranged from 0.0028 to 0.78 and averaged 0.18. Uplink BLER was lower but variable, spanning 0.013 to 0.24 with a mean of 0.096. Uplink SNR was healthy overall, ranging 12.3 dB to 28.7 dB with a mean of 20.4 dB.

Uplink resource usage was bursty: UL_NPRB showed at least five large excursions (one spike to ~102.5) and ranged from 5.0 to 105.0 with a mean of 26.4. Current UL PRBs and UL PRB utilization also exhibited brief spikes up to ~28–29 and overall ranged 0 to 29; their means were low (PRBs_UL_Current ≈2.5, PRB_Utilization_UL ≈2.3), indicating mostly idle UL with intermittent heavy scheduling. Downlink PRBs and DL PRB utilization had several large drops (largest dips into the mid-teens) and ranged 13.8 to 68.7 (mean 54.9) for PRBs_DL_Current and 13.0 to 64.8 (mean 51.8) for PRB_Utilization_DL — showing sustained DL allocation with episodic reduction.

Traffic counters were bursty as well: TX_Bytes varied from 89,628 Bytes to 445,194 Bytes with a mean around 344,441.5 Bytes and experienced multiple large changes (one notable dip to ~92,829 Bytes). RX_Bytes remained much smaller, between 0 and 20,000 Bytes with a mean of 6,259.3 Bytes. The estimated UL buffer fluctuated between 94.4 KB and 2,548.2 KB and averaged 1,182.0 KB, consistent with intermittent uplink queuing. Packet counts mirrored the byte patterns: UL packets ranged 0 to 150 with mean 71.1, while DL packet bursts reached up to ~1,411 (range 0 to ~1,411) with a mean of 249.5; DL had several pronounced packet spikes.

Protocol usage was dominated by TCP: DL traffic was TCP for 77.34% of timestamps and UL was TCP for 97.66% (UDP timestamps were effectively 0%). Overall the trace shows improving RSRP and generally good UL SNR but intermittent UL scheduling and buffer buildup, pronounced DL resource allocation with occasional reductions, and bursty traffic patterns with TCP-dominated flows.

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?

Was the user static or moving across locations?

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1181.982

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 347.639

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1094.71

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.

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

The period length of PRB_Utilization_DL is 128

Does RSRP 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.

The variance of TX_Bytes is 15419071355.857

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.783

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

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

Describe the average trend of 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.

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 249.531

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

The period length of Estimated_UL_Buffer is 128

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

The period length of PRBs_UL_Current is 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 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_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 13.169

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 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 73450.786

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.

Does UL_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 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.

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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 14.795

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 309.397

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

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

What is the average value of PRBs_UL_Current?

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 71.148

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

The period length of DL_NumberOfPackets is 5.33

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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 69949.47


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 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

Over the capture, downlink signal power was generally weak: RSRP ranged between -122.0 dB and -109.8 dB, with a mean of -118.5 dB; a notable increase of 10.77 dB brought RSRP to a peak near -109.75 dB around the mid-window. Uplink SNR improved markedly at one point, ranging from 13.0 dB to 41.5 dB with a mean of 20.7 dB; the largest uplink SNR surge reached 41.45 dB.

The uplink modulation (UL_MCS) trended upward across the session, spanning 0 to 18 with a mean of 10.0; several abrupt jumps occurred, the largest reaching MCS 17.0. Downlink modulation (DL_MCS) stayed lower and more constrained, between 2.0 and 7.0 with a mean of 6.3, and included a dip to about 1.98 in the early interval. Link-layer error rates were moderate: DL_BLER ranged from 0.015 to 0.30 with a mean of 0.12, while UL_BLER ranged from 0.02 to 0.18 with a mean of 0.065.

Radio resource allocation showed high variability. Uplink assigned PRBs (UL_NPRB) varied from 2.9 to 58.1 with a mean of 23.5 and experienced multiple large changes, including a drop to ~2.9. Current downlink PRBs spanned 0 to 69 with a mean of 57.9 and displayed several sharp decreases to zero; PRB utilization on DL mirrored this behavior, ranging 0 to 65 with a mean of 54.7 and showing the same large dips. Uplink PRB counts and utilization were typically low on average (PRBs_UL_Current 0–55, mean 5.0; PRB_Utilization_UL 0–52, mean 4.7) but contained short spikes—one near 55 PRBs and utilization near 52%—indicating brief bursts of uplink activity.

Traffic volumes were uneven. Transmitted bytes (TX_Bytes) ranged from 0 Bytes to 450,000 Bytes (mean ≈ 357,341.4 Bytes) with multiple large jumps and at least one drop to zero. Received bytes (RX_Bytes) ranged from 0 Bytes to ~13,000 Bytes with a mean of 6,149.2 Bytes. Packet counts showed uplink packets between 0 and 180 (mean 74.5) and downlink packets between 0 and 850 (mean 219.7). The estimated uplink buffer fluctuated between 193.0 KB and 6,536.0 KB with a mean of 1,129.0 KB, reflecting intermittent build-up of uplink backlog.

Finally, application-layer transport was dominated by TCP: both downlink and uplink used TCP for 89.84% of timestamps (UDP usage negligible). Overall, the trace shows weak but occasionally improved downlink signal strength, intermittent high uplink SNR and short-lived uplink resource bursts, moderate BLER, and TCP-dominated traffic with episodic large uplink transfers.

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.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

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

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 219.688

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 58.283

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 12.8

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_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.

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

The variance of Estimated_UL_Buffer is 370129.507

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

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 1695.764

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

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

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

The period length of PRBs_UL_Current is 42.67

Does 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 65.487

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 21922.106

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.

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

The period length of DL_NumberOfPackets is 5.12

Does TX_Bytes 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.

Does DL_BLER 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.

The variance of TX_Bytes is 8680393681.98

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 190.76

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 12.8

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1128.976

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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 214.338

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 74.516

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.657

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

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 42.67


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

The radio link shows moderately weak RSRP with values between -117.0 dB and -107.0 dB; the average RSRP is -111.6 dB. Uplink MCS varied from 14.0 to 18.0 with a mean of 15.2, while downlink MCS stayed low between 6.0 and 7.0 and averaged 6.4. Downlink BLER ranged from 0.0029 to 0.51 and averaged 0.13; overall DL_BLER trended downward but experienced notable spikes (peaks around 0.41 and 0.4 during the measurement window). Uplink BLER ranged from 0.044 to 0.16 with a mean of 0.08.

Uplink resource usage showed bursts: UL_NPRB spanned 5.7 to 76.4 PRBs with a mean of 17.7 and an abrupt increase to ~76.4 in one interval. UL_SNR ranged from 16.7 dB to 32.6 dB and averaged 20.8 dB, including a short spike to ~32.6 dB. Downlink PRB assignment and utilization were high on average but intermittent: PRBs_DL_Current varied between 12.7 and 68.1 with a mean of 58.5, and PRB_Utilization_DL ranged from 12.0% to 64.3% with a mean of 55.2%; both experienced multiple large drops. Uplink PRBs and utilization remained very low, with PRBs_UL_Current between 0 and 3.9 (mean 1.4) and PRB_Utilization_UL between 0% and 3.6% (mean 1.3%).

Traffic and buffer metrics show heavy transmitted payloads and variable buffering: TX_Bytes ranged from 92,829 Bytes to 445,114 Bytes and averaged 369,891.5 Bytes, with several sharp jumps and a major dip to ~92,829 Bytes. RX_Bytes spanned 209.0 Bytes to 9,472.0 Bytes with a mean of 4,928.7 Bytes. Estimated_UL_Buffer varied from 9.3 KB to 549.4 KB and averaged 245.6 KB. Packet counts were skewed toward uplink: UL_NumberOfPackets ranged from 1 to 118 with a mean of 65.2, while DL_NumberOfPackets ranged from 0 to 920 with a mean of 253.4.

Protocol mix was dominated by TCP: downlink traffic used TCP for 89.84% of timestamps, and uplink was TCP for 100% of timestamps. Overall, the trace indicates constrained downlink modulation, intermittent high downlink resource allocation and utilization, occasional uplink capacity bursts with good instantaneous SNR, and substantial variability in transmit volume and uplink buffering that could impact latency or scheduling.

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

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

There was no congestion-related degradation.

Select the mobility status: moving or stationary?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.545

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

The period length of DL_NumberOfPackets is 128

Does UL_NPRB 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 233.595

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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.219

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.485

What is the average value of PRBs_DL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 253.391

What is the average value of PRB_Utilization_UL?

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 245.561

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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 634.647

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 65.172

Does DL_MCS 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 RSRP 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.

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

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

The variance of TX_Bytes is 9847088142.124

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 33760.681

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 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 25.6

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

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

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

The period length of PRB_Utilization_DL is 25.6

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5884.402

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

The period length of UL_NumberOfPackets is 64

What is the average value of PRBs_UL_Current?

Describe the average trend of 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.

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

Does PRBs_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

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 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.

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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 207.898


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 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 TCP TCP TCP TCP TCP TCP TCP TCP 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 the observed period: it rose between indices ~5 and ~93 (about 8.8 s). The RSRP values ranged from -118.0 dB to -107.0 dB. The mean RSRP was -113.4 dB.

UL MCS dropped early in the capture, falling to 0 around t≈20; overall UL_MCS values ranged from 0 to 17 with a mean of 13.7. DL MCS was stable and low variation, ranging from 6.0 to 7.0 with a mean of 6.1.

DL BLER exhibited several large excursions (at least four notable spikes/dips), including a major spike to 0.9 between t≈21 and t≈43, and a downward trend from indices ~54–106 (~5.2 s). DL_BLER ranged from 0.034 to 0.86 and had a mean of 0.29. UL BLER was lower overall, ranging from 0.014 to 0.20 with a mean of 0.089.

UL NPRB (uplink resource blocks) was highly variable with at least three major jumps; the largest spike reached 54.8 around t≈11. UL_NPRB ranged from 5.3 to 54.8 and averaged 20.2. UL SNR stayed healthy, between 16.1 dB and 27.7 dB with a mean of 20.4 dB.

Traffic volumes showed burstiness: TX_Bytes experienced multiple large jumps and drops (the biggest dip brought it to ~96,861 Bytes), ranging from 89,628 Bytes to 454,764 Bytes and averaging 297,194.5 Bytes. RX_Bytes were much smaller, ranging from 271 Bytes to 18,008 Bytes with a mean of 6,076.3 Bytes. Estimated_UL_Buffer varied broadly between 4.9 KB and 4,469.2 KB with a mean of 365.7 KB, indicating intermittent uplink queueing.

Downlink PRB allocation and utilization both showed several sharp changes, including a substantial drop to low values around indices ~104–113. PRBs_DL_Current ranged from 14.8 to 67.9 with a mean of 49.8. PRB_Utilization_DL ranged from 14.0% to 64.0% with a mean of 46.9%. Uplink PRB occupancy spiked early (peaks near 40–42); PRBs_UL_Current ranged from 0 to 42 with a mean of 2.7, and PRB_Utilization_UL ranged from 0% to 40% with a mean of 2.6%.

Packet counts were bursty: UL_NumberOfPackets ranged from 0 to 190 with a mean of 68.3, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 192.8.

From a protocol perspective the session was overwhelmingly TCP: DL_Protocol was TCP for 92.19% of timestamps, and UL_Protocol was TCP for 99.22% of timestamps.

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

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

This trace shows normal throughput conditions.

Which condition applies, mobile or static?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.944

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 192.75

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?

The variance of TX_Bytes is 16657470551.289

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 187640.591

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

The period length of DL_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 42.67

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1326.256

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 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

What is the average value of PRB_Utilization_UL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 68.258

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_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 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 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 29.845

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 365.722

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_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 399.088

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

The period length of UL_NumberOfPackets is 64

What is the average value of PRBs_UL_Current?

Describe the average trend of 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.

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 28603.685

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 26.56

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 448.416

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 64

Does RX_Bytes 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.


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

RSRP shows a moderate upward trend across the mid interval (indices ~51–112), rising on average about 0.833 dB per second; overall RSRP values span from -138.0 dB (minimum) to -109.0 dB (maximum). The mean RSRP is -115.3 dB.

Uplink MCS fell to a minimum of 6.0 and later recovered to a maximum of 18.0; the UL_MCS mean is 13.1. Downlink MCS dropped to 0.0 at its lowest and reached 11.0 at its highest, with a mean of 4.6.

DL_BLER varied between 0.00061 (min) and 0.77 (max) and averaged 0.11; notable spikes occurred around the 66–90 and 111–127 time windows. UL_BLER ranged from 0.026 to 0.53 with a mean of 0.12, with pronounced spikes in the 66–87 and 107–127 windows.

UL_NPRB showed large bursts, peaking at 50.56 and with a minimum of 5.0; the mean UL_NPRB is 15.9. UL_SNR rose sharply in one interval to a maximum of 39.91 dB, with values overall between 13.7 dB and 39.9 dB and a mean of 20.8 dB.

TX_Bytes exhibited large uplink traffic bursts, ranging from 17,667 Bytes (min) to 1,046,545 Bytes (max) and averaging 288,908.1 Bytes. RX_Bytes varied between 64 Bytes and 8,099 Bytes with a mean of 3,595.6 Bytes. Estimated_UL_Buffer spans 0.83 Kilobytes (min) to 890 Kilobytes (max) with a mean of 189.2 Kilobytes.

Downlink PRB allocation (PRBs_DL_Current) experienced multiple significant jumps and drops, the largest decline reaching as low as 11.7 and peaking at 67.3; its mean is 55.7. PRB_Utilization_DL followed a similar pattern, ranging from 11.0 to 63.5 and averaging 52.6. Uplink PRBs and utilization remained low: PRBs_UL_Current between 0 and 6 (mean 1.2) and PRB_Utilization_UL between 0 and 5.7 (mean 1.1).

Packet counts: UL_NumberOfPackets ranged from 0 to 110 with a mean of 56.5, while DL_NumberOfPackets ranged from 15 to 754 with a mean of 241.7. Protocol usage was heavily TCP-dominant: DL_Protocol was TCP for 100% of samples; UL_Protocol was TCP for 99.22% of samples.

Overall, the trace shows uplink capacity bursts (high TX_Bytes, UL_NPRB, UL_SNR) accompanied by intermittent increases in BLER and temporary declines in MCS, while downlink resources remained relatively heavily utilized.

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

This is a segment from a file download session.

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

What is the condition: jamming or normal operation?

Was the network congested or operating normally?

Select the mobility status: moving or stationary?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 56.547

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 PRBs_DL_Current is 302.662

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 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 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_DL_Current 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.

The period length of Estimated_UL_Buffer is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.649

What is the average value of PRBs_UL_Current?

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 DL_BLER 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

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 1051.636

What is the average value of PRB_Utilization_UL?

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 47202805116.421

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.584

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 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 0.729

Does RSRP 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 189.218

Does UL_MCS 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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 269.368

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.

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?

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 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 14907.97

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 22528.089

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_SNR 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 241.672

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

Does UL_NPRB 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 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

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

Radio conditions were generally weak but stable: RSRP varied between -119.9 dB and -114.0 dB, with an average of -117.3 dB. Uplink link quality was moderate, with UL_SNR spanning 15.3 dB to 27.5 dB and a mean of 20.9 dB. Modulation states showed UL_MCS between 14.0 and 17.0 (mean 15.2) while DL_MCS stayed lower, between 6.0 and 7.0 (mean 6.6).

Scheduling and resource use exhibited intermittent volatility. UL_NPRB ranged from 6.0 to 51.8 with a mean of 18.2 and experienced multiple sharp jumps and drops (largest jump to 51.8). DL PRB consumption was high on average: PRBs_DL_Current ranged from 15.9 to 68.4 with a mean of 61.3, and PRB_Utilization_DL ranged from 15.0% to 64.5% with a mean of 57.9%; both metrics showed at least three prominent excursions (largest drops down to ~15.9 PRBs / 15.0% utilization). UL PRB use remained minimal: PRBs_UL_Current 0–4 (mean 1.5) and PRB_Utilization_UL 0–3.7% (mean 1.4%).

BLER was generally low but had notable DL spikes: DL_BLER ranged from 0.0087 to 0.30 with a mean of 0.071 and showed pronounced increases (peaks near 0.30 and ~0.22 at the indicated intervals). UL_BLER ranged from 0.045 to 0.15 with a mean of 0.082.

Traffic and buffer dynamics: uplink payload and buffering varied—TX_Bytes ranged between 100,828 Bytes and 445,194 Bytes (mean 389,910.4 Bytes) and exhibited multiple large swings (largest drop to ~100,828 Bytes). RX_Bytes ranged from 1,924 Bytes to 16,622 Bytes (mean 6,856.8 Bytes). Estimated_UL_Buffer spanned 656.6 KB to 1,674.3 KB with a mean of 1,172.4 KB. Packet counts reflected heavier uplink activity: UL_NumberOfPackets 17–127 (mean 82.8) and DL_NumberOfPackets 0–1000 (mean 249.1).

Protocols were overwhelmingly TCP: DL_Protocol was TCP for 96.09% of samples, and UL_Protocol was TCP for 100% of samples. Overall, the profile indicates modest uplink radio conditions with intermittent resource allocation bursts, occasional DL BLER excursions, high DL PRB utilization, and sustained TCP traffic.

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

File download was the primary application used.

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

Choose the condition: jamming present or not?

Identify the congestion status: normal or overloaded?

Was the user stationary or in motion during this window?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 557.015

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

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

What is the average value of PRBs_DL_Current?

What is the average value of PRBs_UL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 82.844

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 2.37

Does DL_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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24855.877

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_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 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_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 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 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_UL?

The variance of PRB_Utilization_UL is 0.588

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

The period length of PRBs_UL_Current is 2.37

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

The period length of DL_NumberOfPackets is 12.8

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 98.49

The variance of TX_Bytes is 4965780837.405

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 24414.186

Does DL_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.

Does RX_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.

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 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1172.421

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 249.07

What is the variance of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.858

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 110.663

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 10.67

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 10.67

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 32


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 TCP TCP 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 TCP TCP TCP TCP TCP TCP TCP TCP 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, declining between indices 1–51 (about 5 s) at roughly 1.84 dB/s before a brief positive excursion; values ranged between -118.0 dB and -84.5 dB. The mean RSRP was -112.6 dB. UL_MCS was generally high but fell to 0 in a drop between t≈108–127; UL_MCS ranged from 0 to 15 with a mean of 13.6. DL_MCS remained steady at 7.0. DL BLER varied between 0.0013 and 0.072 with a mean of 0.015, while UL BLER was higher, ranging from 0.029 to 0.12 with a mean of 0.088. Uplink resource allocation experienced sharp increases: UL_NPRB jumped to peaks around 45.3 and 53.0 in two events, overall ranging from 7.7 to 53.0 with a mean of 25.8. PRBs_UL_Current similarly spiked to about 40.6; it ranged from 0.4 to 41 with a mean of 3.1. DL PRBs (PRBs_DL_Current) sat between 43.7 and 69.2 with a mean of 64.0. DL PRB utilization was high, between 41.3% and 65.3% with a mean of 60.3%, whereas UL PRB utilization showed transient jumps up to ~38.3% and otherwise ranged from 0.38% to 38% with a mean of 2.9%. UL SNR stayed healthy, between 17.3 dB and 28.0 dB with a mean of 20.4 dB. Traffic volumes were skewed toward uplink bytes: TX_Bytes ranged from 286,431 Bytes to 448,763 Bytes with a mean of 428,342.3 Bytes; RX_Bytes ranged from 2,224 Bytes to 10,574 Bytes with a mean of 7,331.7 Bytes. The estimated uplink buffer varied from 58.9 KB to 1,735.9 KB with a mean of 380.4 KB, and UL packet counts averaged 86.9 packets while spanning 0 to 170 packets. DL packet activity included a large spike (up to ~1,348 packets); DL_NumberOfPackets ranged from 0 to ~1,300 with a mean of 266.6. Protocol usage was overwhelmingly TCP: DL was TCP for 96.09% of timestamps and UL was TCP for 98.44%. Overall, the trace shows degrading downlink signal strength with intermittent uplink resource and PRB utilization surges, sustained uplink SNR and high TCP-dominated traffic.

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

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.

There was no congestion-related degradation.

Identify the user state: still or in motion?

The variance of PRBs_UL_Current is 27.987

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 86.945

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

The period length of DL_NumberOfPackets is 14.22

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.

The period length of PRBs_DL_Current is 2.91

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 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.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 266.609

The variance of TX_Bytes is 583696281.82

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 24.91

Does DL_BLER 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 42.67

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

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 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 RSRP 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.

What is the average value of PRBs_DL_Current?

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

The period length of PRBs_UL_Current is 42.67

Does 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 10.67

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 21247.547

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 380.426

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 15.821

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 765.91

Does UL_BLER 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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 14.081

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_DL?

The mean of PRB_Utilization_DL is 60.344

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 23007.657

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

Does UL_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 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 TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 None TCP TCP TCP TCP TCP None TCP None None None TCP TCP 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

RSRP was consistently poor, ranging between -121.0 dB and -116.0 dB. Its average level over the trace was -118.5 dB.

Uplink MCS showed wide variability: values ranged from 0 to 18 and the mean was 12.5. Notable dynamics included a rapid rise to 18 early in the trace and a later fall to 0. Downlink MCS remained stable and low, spanning 5.0 to 7.0 with a mean of 6.0.

Downlink BLER exhibited intermittent high-error episodes: values spanned 0.042 to 0.55 with a mean of 0.15, including spikes up to ~0.50–0.55 during two intervals. Uplink BLER was lower and steadier, between 0.014 and 0.18 with a mean of 0.081.

UL NPRBs and PRB allocations showed substantial uplink resource swings. UL_NPRB varied from 5.1 to 54.8 with a mean of 20.6, including multiple large jumps (the biggest reaching 54.8). PRBs_UL_Current ranged from 0 to 42 with a mean of 2.9 and had abrupt spikes to the upper end of that range. Corresponding UL PRB utilization ranged from 0 to 40 (mean 2.7) and mirrored those spikes. On the downlink, PRBs_DL_Current ranged from 13.8 to 68.4 with a mean of 55.8 and showed several sharp drops and recoveries; PRB_Utilization_DL ranged from 13.0 to 64.5 with a mean of 52.6, including a notable dip to the low-teens.

UL SNR was healthy overall, between 15.9 dB and 27.4 dB with a mean of 20.3 dB.

Traffic volume and buffering were bursty. TX_Bytes spanned 96,030 Bytes to 440,168 Bytes with a mean of 323,917.1 Bytes and experienced multiple large drops and rises. RX_Bytes ranged from 153.0 Bytes to 21,101.0 Bytes with a mean of 6,103.1 Bytes. Estimated_UL_Buffer varied from 4.1 Kilobytes to 4,469.2 Kilobytes with a mean of 359.8 Kilobytes, indicating occasional uplink build-ups.

Packet counts reflected asymmetric traffic: UL_NumberOfPackets ranged from 0 to 120 with a mean of 53.5, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 207.9.

Protocol usage was dominated by TCP: downlink was TCP for 80.47% of timestamps and uplink was TCP for 98.44% of timestamps (UDP usage negligible).

Overall, the trace shows weak RSRP, generally acceptable UL SNR, bursty uplink resource allocation and traffic with occasional high DL BLER events that could impact downlink user experience.

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

This is a segment from a file download session.

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

Choose the condition: congestion or no congestion?

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.

The mean of PRB_Utilization_DL is 52.644

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 26.209

The variance of PRB_Utilization_DL is 246.85

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 TX_Bytes is 9763622212.794

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

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

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.

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

The period length of PRB_Utilization_DL is 25.6

Does DL_MCS 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.

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 53.523

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 660.629

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 29.45

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 25.6

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 189209.158

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 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.

What is the average value of PRB_Utilization_UL?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 37085.783

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 277.361

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_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 25.6

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.

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 207.891

What is the average value of PRBs_UL_Current?

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

The period length of Estimated_UL_Buffer is 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 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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 359.755


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

RSRP was consistently low, varying between -121.0 dB and -113.0 dB. The average RSRP was -116.8 dB. UL MCS increased markedly early in the trace, reaching up to 18.0 and moving within a range of 5.4 to 18.0; its mean was 14.9. Downlink MCS stayed tight between 6.0 and 7.0 with a mean of 6.8.

Downlink BLER experienced a notable spike (peaking at 0.37) and otherwise ranged from 0.0057 to 0.37; the mean DL BLER was 0.056. Uplink BLER ranged from 0.02 to 0.18 with a mean of 0.078. Uplink NPRB showed several large allocation changes—peaking near 57.0—with values between 6.0 and 57.5 and a mean of 22.5. Uplink SNR exhibited sharp increases (peaks up to ~41.5 dB), ranged from 12.3 dB to 41.5 dB, and averaged 20.7 dB.

Transmit bytes showed multiple big swings, including a major drop to a low around 103,248 Bytes; TX_Bytes ranged from 103,248 Bytes to 448,763 Bytes and the mean was 397,716.5 Bytes. Received bytes were much lower, between 1,169 Bytes and 13,406 Bytes with a mean of 7,382.3 Bytes. The estimated uplink buffer varied from 608.2 Kilobytes to 1,766.0 Kilobytes, averaging 1,202.7 Kilobytes.

Downlink PRBs in use fluctuated with several pronounced drops (lowest ~15.9), spanning 15.9 to 69.2 and averaging 61.0. Uplink PRBs stayed small, between 0.05 and 4.5 with a mean of 1.8. DL PRB utilization mirrored the PRB count swings, ranging from 15.0% to 65.3% with a mean of 57.5%. UL PRB utilization was low, between 0.047% and 4.3% with a mean of 1.7%.

Packet counts showed asymmetric traffic: uplink packets ranged from 8.0 to 175.0 with a mean of 92.6, while downlink packets ranged from 0 to 850 with a mean of 268.9. Protocol usage was overwhelmingly TCP: downlink was TCP for 99.22% of timestamps and uplink was TCP for 100.00% of timestamps.

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

Did the user experience jamming or normal signal quality?

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 16

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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 851.663

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_SNR 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 268.898

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 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 126.309

The variance of TX_Bytes is 5947598515.478

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 3.76

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

Describe the average trend of UL_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_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 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 112.414

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 92.648

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

The period length of PRBs_UL_Current is 3.76

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 RSRP 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 1202.705

What is the average value of PRBs_UL_Current?

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

What is the average value of PRB_Utilization_DL?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 15371.714

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.

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

The period length of DL_NumberOfPackets is 2

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.869

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 45071.328

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_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 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 16

Does DL_MCS 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 0.774

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_UL?


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

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

RSRP exhibited an overall weakening trend early in the trace, declining between indices ~27–79 (≈5.2 s) at about −1.373 dB/s, then rebounding with a sharp rise to a peak of −86.8 dB near the end of the window. RSRP values spanned −118.0 dB to −86.8 dB. The mean RSRP was −111.0 dB.

Uplink modulation (UL_MCS) generally increased between indices ~40–98 (≈5.8 s) at ~+1.153 units/s, but experienced notable drops earlier: down to 9 and then to 0 at separate intervals. UL_MCS ranged from 0 to 18 with a mean of 12.9. Downlink MCS was stable and narrow, ranging 6.0–7.0 with mean 6.5.

Downlink BLER showed an improving (decreasing) trend between ~51–120 (≈6.9 s) at −0.046 per second, despite brief spikes up to 0.79 and 0.30 at earlier times. DL_BLER ranged from 0.006 to 0.79 and averaged 0.16. Uplink BLER stayed low overall, ranging 0.017–0.15 with a mean of 0.067.

Uplink PRB allocation (UL_NPRB) was highly variable with several large jumps; the largest reached 93.2. UL_NPRB ranged 6.0–93.2 and averaged 25.5. Correspondingly, UL SNR showed rapid uplifts—peaks near 39.4 dB and 33.5 dB—spanning 13.5 dB to 39.4 dB with a mean of 20.8 dB.

Transmit volume (TX_Bytes) experienced multiple big changes, including a major drop to a low of 92,829 Bytes; overall TX_Bytes ranged from 92,829 to 446,042 Bytes and mean was 359,747.6 Bytes. Received volume (RX_Bytes) was much smaller, ranging 46 to 21,783 Bytes with mean 7,127.6 Bytes. The estimated uplink buffer varied between 404.8 and 5,271.8 Kilobytes and averaged 1,276.6 KB.

Downlink PRB occupancy and utilization were generally high with several pronounced jumps; PRBs_DL_Current ranged 14.8–68.7 with mean 57.4, and PRB_Utilization_DL ranged 14.0–64.8 with mean 54.1. Uplink PRB/current utilization showed extreme transients: spikes to ~96–97 followed by drops near zero. PRBs_UL_Current ranged 0–97 with mean 7.0, and PRB_Utilization_UL ranged 0–91 with mean 6.6.

Packet counts varied: uplink packets ranged 0–190 with mean ~75.4, while downlink packets had a brief spike to 1,309 and overall ranged 0–1,309 with mean 213.6. Protocol usage was dominated by TCP: DL_Protocol was TCP for ~76.56% of timestamps and UL_Protocol was TCP for ~97.66% of timestamps.

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

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

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

The period length of PRB_Utilization_DL is 42.67

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 71260.63

The variance of Estimated_UL_Buffer is 356284.644

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 42.67

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

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 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_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.

The variance of TX_Bytes is 11798170223.685

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 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 TX_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 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 75.398

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

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

What is the average value of PRB_Utilization_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 3.76

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

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

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

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_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 54.113

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 333.481

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1606.116

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1276.62

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

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

What is the average value of PRBs_UL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 213.625

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

The period length of PRBs_UL_Current is 128

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

The variance of RX_Bytes is 14494814.856

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 241

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 296.799

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 270.788