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

RSRP showed brief improvements with two notable uplifts: one rising by 29.45 dB to about -84.55 dB (around t=7–16) and another rising by 33.00 dB to about -87.00 dB (around t=88–92). Across the trace RSRP ranged between -122.0 dB and -84.5 dB. The average RSRP was -116.3 dB.

Uplink MCS experienced sharp degradations, falling to 0 (a 15.00-point drop around t=44–67) and later to 9 (a 6.00-point drop around t=118–127). UL_MCS ranged from 0 to 17 with a mean of 13.0. Downlink MCS stayed tightly distributed between 5.0 and 7.0, with a mean of 6.3.

Downlink BLER spiked to a peak of 0.52 (a 0.36 increase around t=89–112); overall DL_BLER ranged from 0.0041 to 0.52 with a mean of 0.12. Uplink BLER ranged from 0.023 to 0.23 with a mean of 0.099.

Uplink NPRB allocation jumped to a high of 52.97 (an increase of 34.87 around t=45–57). UL_NPRB ranged between 5.9 and 53.0 and averaged 22.3. UL_SNR varied between 12.9 dB and 26.2 dB with a mean of 20.5 dB.

Transmit bytes (TX_Bytes) showed multiple large swings, the largest being a drop to 119,073 Bytes (a fall of 317,446 Bytes around t=69–75). TX_Bytes ranged from 119,073 Bytes to 448,763 Bytes and the mean was 361,752 Bytes. Received bytes (RX_Bytes) ranged from 703.0 Bytes to 10,574.0 Bytes with a mean of 5,964.6 Bytes.

Estimated uplink buffer fluctuated notably, ranging from 42.3 Kilobytes to 1,735.9 Kilobytes and averaging 312.0 Kilobytes.

Downlink PRBs in use (PRBs_DL_Current) dropped sharply at times (to lows of ~18.29 and ~25.44 around t=67–75 and t=88–90). PRBs_DL_Current ranged from 18.3 to 69.2 with a mean of 58.5. Uplink PRBs (PRBs_UL_Current) spiked to 40.57 (a 39.63 increase around t=49–57); PRBs_UL_Current ranged from 0.15 to 41 and averaged 2.8.

DL PRB utilization experienced several large swings, with the largest dip to 17.3 (about t=67–75). PRB_Utilization_DL ranged between 17.3% and 65.3% and had a mean of 55.2%. UL PRB utilization mirrored uplink PRB behavior, spiking to 38.27; PRB_Utilization_UL ranged from 0.14% to 38% with a mean of 2.7%.

Packet counts: uplink packets ranged from 3.0 to 118.0 with a mean of 87.7, while downlink packets ranged from 18.0 to 721.0 with a mean of 284.7.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 99.22% of timestamps and UL_Protocol was TCP for 100.00% of timestamps.

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

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

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

Choose the condition: congestion or no congestion?

Select the mobility status: moving or stationary?

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

The period length of DL_NumberOfPackets is 2.78

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

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

The variance of TX_Bytes is 7634055607.203

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.164

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 312.038

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

The period length of PRB_Utilization_DL is 128

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 28.645

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

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

The period length of PRBs_UL_Current is 128

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 25.495

What is the average value of PRBs_UL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 103.238

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

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

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

The period length of PRBs_DL_Current is 128

What is the average value of PRBs_DL_Current?

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

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

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 30736.427

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 284.727

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 562.553

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 115.999

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

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

Does 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 6681.492

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

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

What is the average value of PRB_Utilization_UL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 87.672

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

Describe the average trend of UL_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.


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

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

Radio conditions were generally poor to moderate: RSRP ranged between -121.0 dB and -116.0 dB with a mean of -119.2 dB. Uplink signal quality showed variability, with UL_SNR between 13.1 dB and 31.5 dB and a mean of 20.8 dB; a rapid SNR rise of 14.01 dB occurred early (to 31.50 dB). Modulation and coding were higher on the uplink than downlink: UL_MCS ranged from 9.0 to 16.0 with a mean of 14.4, while DL_MCS stayed low between 6.0 and 7.0 with a mean of 6.3.

Error performance was mixed: DL_BLER varied from 0.021 to 0.83 with a mean of 0.22 and experienced a pronounced spike (0.66 increase) up to 0.83 between t≈67–91. UL_BLER remained lower, between 0.041 and 0.15 with a mean of 0.091.

Resource allocation showed intermittent volatility. UL_NPRB moved between 5.0 and 61.4 (mean 19.3) and had multiple jumps, the largest rising to 61.4 from t≈113–118. DL PRB use was generally high: PRBs_DL_Current ranged from 15.9 to 68.1 with a mean of 54.0 and PRB_Utilization_DL ranged from 15.0% to 64.3% with a mean of 50.9%; both metrics experienced several abrupt drops, the largest DL dip falling to the mid-teens around t≈65–74. Uplink PRB occupancy and utilization were minimal: PRBs_UL_Current 0 to 6.3 (mean 1.5) and PRB_Utilization_UL 0% to 5.9% (mean 1.4%).

Traffic patterns showed large uplink and downlink bursts. TX_Bytes spanned 92,829 Bytes to 445,114 Bytes with a mean of 328,830.5 Bytes and multiple large jumps/dips, including a drop to 156,444 Bytes. RX_Bytes ranged from 209.0 Bytes to 28,435.0 Bytes with a mean of 5,791.7 Bytes. DL packet counts were bursty: DL_NumberOfPackets ranged 0 to ~1,326 with a mean of 214.2 and a major spike to 1,326 between t≈16–24. UL_NumberOfPackets ranged 0 to 200 with a mean of 62.5. Estimated uplink buffer occupancy varied from 317.4 KB to 2,648.8 KB with a mean of 1,127.0 KB.

From a protocol perspective, TCP dominated both directions: DL_Protocol was TCP for 89.84% of timestamps and UL_Protocol was TCP for 97.66% of timestamps (UDP observed essentially 0%). Overall, the dataset reflects constrained downlink radio quality and high DL resource utilization with intermittent UL capacity bursts and substantial TCP-dominated traffic.

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

Choose the condition: jamming present or not?

This trace shows normal throughput conditions.

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

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

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

The period length of UL_NumberOfPackets is 64

Does Estimated_UL_Buffer 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 average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.925

The mean of UL_NumberOfPackets is 62.508

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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 242.548

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.955

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

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

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

What is the average value of PRB_Utilization_UL?

Does UL_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.

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

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

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 72497.399

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 214.242

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1238.016

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

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

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

The period length of PRB_Utilization_DL is 128

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

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

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1127.008

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

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

The period length of DL_NumberOfPackets is 25.6

What is the average value of PRBs_DL_Current?

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

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

What is the average value of PRBs_UL_Current?

The variance of TX_Bytes is 11522289802.63

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 272.528

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.073

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 54743.287

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.


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

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

RSRP weakened early in the trace, falling by 22.83 dB to a nadir around -121 dB; overall RSRP ranged from -125.0 dB to -98.2 dB. The mean RSRP was -117.2 dB.

Uplink MCS showed multiple abrupt changes, including a large drop to 0 (range 0 to 18, mean 10.7). Downlink MCS remained tightly clustered between 5.0 and 7.0 with a mean of 5.8.

Downlink BLER trended downward initially (indices 0–51) at roughly 0.089 per second, but later experienced a sharp rise to about 0.81 and then a rapid fall to ~0.20; DL_BLER ranged from 0.038 to 0.86 with a mean of 0.26. Uplink BLER stayed low overall, ranging from 0.0099 to 0.17 with a mean of 0.072.

Uplink resource usage showed bursts: UL_NPRB spiked to highs near 39.44 and 42.42 (range 5.0 to 48.3, mean 19.7). UL SNR also experienced a large spike up to about 45.28 dB; UL_SNR ranged from 15.1 dB to 45.3 dB with a mean of 20.8 dB.

Transport activity was bursty. TX_Bytes saw at least eight pronounced jumps and drops, the largest fall leaving values as low as ~97,822 Bytes; TX_Bytes ranged from 82,750 Bytes to 452,412 Bytes with a mean of 300,505.5 Bytes. RX_Bytes ranged from 252 Bytes to 11,180 Bytes with a mean of 4,522.1 Bytes. Estimated UL buffer varied substantially between 1.9 Kilobytes and 1,219.4 Kilobytes, mean 251.8 KB.

Downlink PRB assignment and utilization showed large volatility: PRBs_DL_Current moved between 12.7 and 67.0 (mean 52.3) with several big drops, and PRB_Utilization_DL ranged from 12.0% to 63.3% (mean 49.3%) with similar swings. Uplink PRBs and utilization were mostly idle but had brief spikes up to ~32 PRBs and ~31% utilization; PRBs_UL_Current ranged 0 to 32 (mean 3.2) and PRB_Utilization_UL ranged 0 to 31 (mean 3.0).

Packet counts were moderate: UL_NumberOfPackets ranged from 1 to 124 with a mean of 61.3, while DL_NumberOfPackets ranged from 0 to 630 with a mean of 194.7.

Protocol usage was dominated by TCP: DL traffic used TCP for 92.19% of timestamps and UL traffic used TCP for 100% of timestamps.

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

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

The user changed zones during the session.

There was no congestion-related degradation.

Was the user static or moving across locations?

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

The variance of DL_NumberOfPackets is 16395.199

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 318.798

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 251.81

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 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.

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_DL_Current?

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 773.042

Does UL_SNR 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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 358.202

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

The period length of UL_NumberOfPackets is 42.67

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 22.972

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

The period length of DL_NumberOfPackets is 64

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

The period length of PRB_Utilization_DL is 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.338

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 32856.053

What is the average value of PRB_Utilization_UL?

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

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

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

The period length of PRBs_DL_Current is 128

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

The variance of TX_Bytes is 12008522276.298

Does DL_BLER 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 194.711

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

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

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

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

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

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 25.811

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

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

The period length of PRBs_UL_Current is 64

What is the average value of PRBs_UL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.289

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

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

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

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


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

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

RSRP gradually improved early in the capture, rising between indices 0 and 56 (about 5.6 s) at roughly +1.09 dB/s. RSRP values span -117.0 dB to -106.0 dB. The average RSRP is -111.0 dB.

UL_MCS experienced sharp degradations, falling to 9 around t≈89–109 and then collapsing to 0 around t≈114–127. UL_MCS ranges from 0 to 18 with a mean of 13.4. DL_MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.4.

DL_BLER showed two notable spikes, reaching about 0.39 (t≈25–48) and later 0.79 (t≈87–113). DL_BLER ranges from 0.006 to 0.79 and averages 0.20. UL_BLER remained lower and more stable, between 0.025 and 0.15, with a mean of 0.068.

Uplink radio resource and link quality fluctuated strongly. UL_NPRB exhibited multiple large jumps and drops, peaking at 93.2 and bottoming at 5.0; the mean NPRB is 25.0. UL_SNR had several abrupt changes, the largest spike reaching 39.4 dB; UL_SNR ranges from 12.3 dB to 39.4 dB and averages 20.8 dB.

Traffic volumes showed significant bursts and drops. TX_Bytes varied from 92,829 Bytes up to 448,763 Bytes, with a mean of 344,890.6 Bytes and at least six prominent jumps/dips (largest drop to 92,829 Bytes around t≈84–104). RX_Bytes ranged from 46.0 Bytes to 17,944.0 Bytes and meaned 6,457.8 Bytes. The Estimated_UL_Buffer fluctuated between 319.8 Kilobytes and 5,271.8 Kilobytes and averaged 1,234.5 Kilobytes.

Downlink PRB usage showed many abrupt changes; PRBs_DL_Current spanned 14.8 to 68.1 with a mean of 55.2 and experienced at least seven significant jumps/dips (largest dip down to ~15.9). PRB_Utilization_DL ranged from 14.0% to 64.3% with a mean of 52.1% and mirrored those dynamics. Uplink PRB occupancy surged around t≈110–124 to about 96.5; PRBs_UL_Current covers 0 to 97 with a mean of 6.3, and PRB_Utilization_UL covers 0% to 91% with a mean of 6.0%.

Packet counts show asymmetric behavior: UL_NumberOfPackets spans 0 to 170 with a mean of 73.6, while DL_NumberOfPackets peaked at 1,309 and ranges from 0 to 1,309 with a mean of 223.3 (large DL spike around t≈108–111).

Protocol usage was overwhelmingly TCP: DL traffic was TCP for 75% of timestamps, and UL traffic was TCP for 99.22% of timestamps (UDP was effectively 0%).

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

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Which condition applies, mobile or static?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 283.019

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.

The variance of TX_Bytes is 14614671340.555

The variance of PRBs_UL_Current is 317.999

Does DL_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.

The variance of RX_Bytes is 10030991.893

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

The period length of PRBs_DL_Current is 64

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 357633.561

What is the average value of PRBs_DL_Current?

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 338.166

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

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

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

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

The period length of UL_NumberOfPackets is 64

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

The period length of PRB_Utilization_DL is 64

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1234.474

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 223.273

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 73.625

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.

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

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

The period length of DL_NumberOfPackets is 2.42

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 61631.019

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

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

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 300.966

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.056

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1218.976


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

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

RSRP weakened notably during the trace, falling as much as 18.75 dB to a minimum of -132.75 dB; overall RSRP ranged between -132.8 dB and -114.0 dB. The average RSRP was -116.5 dB, indicating generally poor downlink signal power.

Uplink MCS exhibited several large swings, including a major collapse down to 0 (from higher values) around the mid-section; UL_MCS spanned 0 to 20 with a mean of 11.6, reflecting intermittent uplink modulation capability. Downlink MCS was much more stable, ranging from 2.8 to 7.0 with a mean of 6.3.

Downlink BLER experienced multiple spikes, the largest reaching 0.53; DL_BLER ranged between 0.013 and 0.53 and averaged 0.17, pointing to occasional degradation on the DL. Uplink BLER trended downward between indices ~51–103 at roughly 0.017 per second, but also showed a spike up to 0.21; UL_BLER ranged from 0.0071 to 0.21 with a mean of 0.086.

UL_NPRB saw many abrupt changes with a peak allocation of 79.0 PRBs (it ranged from 2.3 to 79.0) and a mean of 31.7, indicating variable uplink resource assignment. UL_SNR stayed relatively healthy, ranging from 10.4 dB to 28.8 dB with a mean of 20.2 dB.

Traffic and buffer metrics were bursty: TX_Bytes showed several large drops including a fall to 0, with values between 0 and 450,000 Bytes and a mean around 317,729 Bytes. RX_Bytes ranged from 0 to 7,800 Bytes with a mean of 4,221 Bytes. Estimated_UL_Buffer varied between 0 and 1,300 Kilobytes and averaged 392.1 KB, indicating intermittent uplink queuing.

Downlink PRB usage and utilization mirrored the burstiness seen elsewhere: PRBs_DL_Current spiked and dropped multiple times, ranging 0–67 with a mean of 50.5 PRBs; PRB_Utilization_DL ranged 0–63% with a mean of 47.7%. Uplink PRBs and utilization were low overall: PRBs_UL_Current ranged 0–25 with a mean of 2.8, and PRB_Utilization_UL ranged 0–24% with a mean of 2.6%, although a brief uplink utilization spike reached 16.05%.

Packet counts show asymmetric load: UL_NumberOfPackets ranged from 0 to 100 with a mean of 57.7 packets, while DL_NumberOfPackets ranged from 35 to 386 with a mean of 233.7 packets. Transport-layer usage was predominantly TCP: DL_Protocol was TCP for 90.62% of samples and UL_Protocol was TCP for 89.84% of samples.

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

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Was the user static or moving across locations?

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 mean of PRB_Utilization_DL is 47.665

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 233.734

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

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

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

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

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 392.07

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 16.742

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 6339.96

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

The period length of PRB_Utilization_DL is 64

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.742

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 22925.531

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

The period length of PRB_Utilization_UL is 128

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 451.105

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

The period length of DL_NumberOfPackets is 18.29

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

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

What is the average value of PRB_Utilization_UL?

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

The period length of PRBs_DL_Current is 64

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 401.481

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 14.901

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

The variance of TX_Bytes is 19153640127.468

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

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

Describe the average trend of 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 965.925

Does RX_Bytes 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?


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

Overall, the cell experienced consistently poor downlink RSRP with values ranging from -118.0 dB to -114.0 dB and an average of -115.9 dB, indicating weak radio conditions. Uplink modulation and coding (UL_MCS) varied between 11.0 and 18.0 with a mean of 14.5; it dropped sharply by 6 MCS to 11 between t≈73–94. Downlink MCS stayed low and narrow, between 6.0 and 7.0 with a mean of 6.3.

Downlink BLER was highly volatile, rising and falling several times; it ranged from 0.0028 to 0.93 with a mean of 0.26, including a major spike to 0.9 around t≈20–43. Uplink BLER was lower but showed a notable spike to 0.19 (range 0.033 to 0.19, mean 0.087), peaking near t≈37–52.

Uplink resource usage saw large bursts: UL_NPRB varied from 5.0 to 57.6 with a mean of 17.3 and experienced sudden jumps to the high 50s around t≈27–36. UL SNR improved during a short interval, ranging from 16.1 dB to 30.3 dB with a mean of 20.5 dB and spiking to ~30.3 dB near t≈70–72.

Transport volumes were asymmetric: TX_Bytes (uplink bytes) ranged from 89,628 Bytes to 448,763 Bytes with a mean of 330,746.5 Bytes and showed multiple abrupt changes, the largest drop bringing it down to ~102,717 Bytes around t≈105–112. RX_Bytes ranged from 168 Bytes to 7,018 Bytes with a mean of 4,456.2 Bytes. Estimated_UL_Buffer spanned 0.55 KB to 470 KB with a mean of 215.5 KB, indicating periods of substantial uplink queuing.

Downlink scheduling/load metrics showed large swings: PRBs_DL_Current varied from 14.8 to 68.1 with a mean of 53.3 and experienced a major drop to ~15 around t≈16–28. PRB_Utilization_DL ranged from 14.0% to 64.3% with a mean of 50.3% and mirrored those drops. Uplink PRBs and utilization stayed very low: PRBs_UL_Current ranged from 0.05 to 3.5 (mean 1.3) and PRB_Utilization_UL ranged from 0.047% to 3.3% (mean 1.2%).

Packet counts were bursty on the downlink: DL_NumberOfPackets ranged from 0 to 1,112 with a mean of 171.6 and had a sudden spike to 1,112 around t≈27–30. UL_NumberOfPackets ranged from 0 to 250 with a mean of 50.5.

Finally, transport-layer usage was overwhelmingly TCP: DL_Protocol was TCP for 91.41% of samples and UL_Protocol was TCP for 99.22% of samples (UDP negligible).

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

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

Choose the condition: jamming present or not?

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 171.648

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.

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 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 38230.041

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_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.

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 50.469

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 332.581

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

The period length of Estimated_UL_Buffer is 128

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

What is the average value of PRBs_UL_Current?

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

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

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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.263

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

The period length of PRBs_DL_Current is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.456

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1149.574

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 373.688

Does DL_BLER 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 0.512

The variance of TX_Bytes is 15844627498.834

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

The period length of UL_NumberOfPackets is 42.67

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

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

The period length of DL_NumberOfPackets is 128

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 215.476

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

What is the average value of PRB_Utilization_UL?

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

What is the average value of PRBs_DL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 6054.627

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 64


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

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

RSRP exhibited a clear decline early in the trace (indices 0–59, ~5.9 s) with an average fall of ~1.897 dB/s, reaching a minimum near -124.0 dB and a maximum near -108.0 dB. The overall mean RSRP is -118.1 dB; notable events include a drop to about -123.0 dB around t≈75–99 and a transient rebound to approximately -116.6 dB near t≈100–104.

Uplink MCS showed a pronounced fall to its minimum of 0 and a maximum of 15, with a mean of 8.5; the largest decline brought UL_MCS down to 0 around t≈65–91. Downlink MCS varied between 0.24 and 6, averaging 6.0, and experienced a dip toward its low (~0.24) near t≈93–100.

Downlink BLER was spiky, with at least three significant excursions and a peak of about 0.40; DL_BLER ranges from 0.095 to 0.77 and averages 0.30. Uplink BLER stayed lower overall, ranging from 0.052 to 0.26 with a mean of 0.10.

UL_NPRB and PRBs behaviour showed large step changes: UL_NPRB moved between 0.84 and 80 with a mean of 27.7 and included a major jump to ~63.4 around t≈100–103. PRBs_UL_Current spanned 0 to 68 (mean 7.7) with a big jump to ~68.1 near t≈103–111. PRBs_DL_Current ranged 0 to 68 with mean 46.9 and suffered a sharp drop to 0 around t≈94–102.

PRB utilization mirrored those PRB shifts. DL utilization ranged from 0 to 64 with a mean of 44.2 and experienced a large drop to 0 near t≈94–102. UL utilization ranged from 0 to 64 with a mean of 7.3 and showed a large jump up to ~64.2 around t≈103–111.

UL_SNR was relatively healthy, spanning 14.6 to 26.4 dB with a mean of 20.3 dB. Traffic and buffer metrics were bursty: TX_Bytes ranged from 0 to 390,000 Bytes (mean ~273,234 Bytes) and exhibited multiple sharp changes including a drop to 0 around t≈89–101. RX_Bytes ranged from 0 to 14,000 Bytes with a mean of 5,406.9 Bytes. Estimated_UL_Buffer varied between 0.8 and 2,400 Kilobytes and averaged 385.1 KB.

Packet counts reflected intermittent bursts: UL_NumberOfPackets ranged 0 to 180 (mean 55.9) and DL_NumberOfPackets ranged 0 to 540 (mean 193.6). Protocol usage was overwhelmingly TCP: DL was TCP for 95.31% of timestamps and UL was TCP for 97.66%; UDP usage was effectively zero.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Choose the condition: congestion or no congestion?

Can you classify the user as moving or still?

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 25.6

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

Describe the average trend of 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 193.641

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 145.042

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

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

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_UL?

The period length of PRB_Utilization_UL is 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 44.248

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 55.945

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 162.969

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 11392.39

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 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 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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1540.304

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_DL 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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 309.393

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 347.635

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

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

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

What is the average value of PRBs_UL_Current?

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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 385.144

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

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

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

The period length of DL_NumberOfPackets is 16

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

The variance of TX_Bytes is 12050898961.027

Does DL_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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 115792.439

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

The period length of UL_NumberOfPackets is 128

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

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

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

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


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

Radio link weakened briefly: RSRP dropped by 9.55 dB to a low of -126.55 dB (observed between t≈60–75). RSRP ranged from -126.5 dB to -115.3 dB. The mean RSRP is -119.7 dB.

Uplink modulation and link quality: UL_MCS fell to 0 (a 12-point drop to 0 between t≈66–90). UL_MCS ranged from 0 to 17 with a mean of 13.0. UL_SNR varied between 12.7 dB and 26.8 dB; mean UL_SNR is 20.3 dB.

Downlink modulation and error rates: DL_MCS stayed tightly between 6.0 and 7.0 with a mean of 6.1. DL_BLER exhibited several sharp jumps and drops, peaking at 0.43 (one notable jump to 0.4 around t≈106–124). DL_BLER ranged from 0.026 to 0.43 and has a mean of 0.19. UL_BLER ranged from 0.021 to 0.18 with a mean of 0.092.

Resource usage—PRBs and utilization: UL_NPRB showed frequent large swings, reaching up to 82.2 (largest spike from t≈72–81). UL_NPRB ranged from 5.4 to 82.2 with a mean of 25.8. PRBs_DL_Current experienced multiple drops (largest dip to 14.8 around t≈101–112); it ranged from 14.8 to 67.3 and the mean is 54.1. PRBs_UL_Current spiked to about 53.44 (t≈72–78); range is 0.05 to 53 and mean is 3.1. PRB_Utilization_DL mirrored PRBs with a range of 14.0 to 63.5 and mean 51.0, while PRB_Utilization_UL spiked to ~50.42 and ranged from 0.047 to 50 with mean 3.0.

Traffic and buffering: TX_Bytes showed several abrupt changes including a large dip to 92,829 Bytes (t≈73–87). TX_Bytes ranged from 92,829 Bytes to 446,042 Bytes and the mean is 326,233.3 Bytes. RX_Bytes ranged from 193.0 Bytes to 22,700.0 Bytes with a mean of 5,890.5 Bytes. Estimated_UL_Buffer varied between 80.3 Kilobytes and 10,714.7 Kilobytes; mean buffer occupancy is 576.4 Kilobytes.

Packet counts and protocols: UL_NumberOfPackets ranged from 2.0 to 167.0 with a mean of 66.3. DL_NumberOfPackets spiked to 1,561 (early in the trace) and overall ranged from 0 to 1,561 with a mean of 208.5. DL traffic used TCP for 99.22% of timestamps; UL traffic used TCP for 100% of timestamps.

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

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.

Was the network congested or operating normally?

Identify the user state: still or in motion?

What is the average value of PRB_Utilization_UL?

The period length of PRBs_DL_Current is 16

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 8824575245.161

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 1560.54

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 41.862

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 66.336

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

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 198.629

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

The period length of DL_NumberOfPackets is 128

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

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 variance of RX_Bytes is 17003827.085

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

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

Does 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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 223.18

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

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

The period length of Estimated_UL_Buffer is 25.6

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 208.469

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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 903792.353

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 47.035

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 variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 36699.983

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 576.418

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

The period length of UL_NumberOfPackets is 25.6

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.011

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

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


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

RSRP showed a noticeable improvement early in the trace, peaking around -111 dB after a rise of about 6.95 dB; overall RSRP ranged between -118.0 dB and -111.0 dB. The average RSRP was -115.7 dB. UL MCS values stayed moderate, ranging from 12.0 to 17.0 with a mean of 14.4, while DL MCS was lower, between 6.0 and 7.0 with a mean of 6.3.

DL BLER was highly variable with multiple sharp jumps and drops (the largest spike reached 0.9); DL BLER ranged from 0.0068 to 0.86 and averaged 0.26. UL BLER was more constrained, ranging from 0.034 to 0.17 with a mean of 0.086.

UL resource allocation experienced large transient increases: UL NPRB surged twice, reaching as high as 78.9 after jumps, with overall UL_NPRB between 5.0 and 78.9 and a mean of 15.5. UL SNR also exhibited a strong spike up to about 38.45 dB; UL_SNR ranged from 15.5 dB to 38.4 dB and averaged 20.9 dB.

Downlink PRB usage and utilization showed significant dynamics with multiple prominent jumps—the largest DL PRBs peaked at 67.3 and PRB utilization_DL reached 63.5. PRBs_DL_Current ranged from 14.8 to 67.3 with a mean of 50.5, and PRB_Utilization_DL ranged from 14.0% to 63.5% with a mean of 47.7%. Uplink PRBs and utilization remained minimal: PRBs_UL_Current between 0 and 3.8 (mean 1.3) and PRB_Utilization_UL between 0 and 3.6 (mean 1.2).

Traffic volumes were asymmetric: TX_Bytes showed several large jumps and drops (the biggest change dropped to ~99,231 Bytes), with values spanning 90,444 Bytes to 445,114 Bytes and a mean of 315,874.8 Bytes. RX_Bytes were much lower, ranging from 209 Bytes to 10,113 Bytes with a mean of 4,196.2 Bytes. Estimated UL buffer oscillated broadly between 1.8 Kilobytes and 481.0 Kilobytes and averaged 198.7 Kilobytes. Packet counts reflected these trends: UL_NumberOfPackets ranged from 2.0 to 129.0 (mean 51.5), while DL_NumberOfPackets ranged from 0 to 870 (mean 193.4).

From a protocol perspective, TCP dominated both directions: DL_Protocol was TCP for 83.59% of timestamps and UL_Protocol was TCP for 100.00% of timestamps.

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

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

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

The signal was clean with no jamming detected.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Can you classify the user as moving or still?

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

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

The period length of DL_NumberOfPackets is 21.33

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 583.181

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 51.492

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

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 8433.768

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

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

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

The period length of PRB_Utilization_UL is 128

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

The period length of UL_NumberOfPackets is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.592

What is the average value of PRBs_UL_Current?

The variance of TX_Bytes is 16868093937.099

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

The period length of PRBs_DL_Current is 128

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

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

The period length of PRB_Utilization_DL is 128

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 354.196

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.685

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 397.975

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.665

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

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

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

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

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

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

The period length of PRBs_UL_Current is 128

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 41610.659

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

The period length of Estimated_UL_Buffer is 128

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 193.367

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 198.718

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

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

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?


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

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

The trace shows generally weak downlink signal strength with a brief improvement: RSRP ranged from -122.0 dB to -109.8 dB. The mean RSRP was -118.9 dB, and a notable transient spike raised RSRP by 10.77 dB to about -109.75 dB near the middle of the capture. Uplink channel quality experienced a strong, short-lived gain: UL_SNR varied between 13.0 dB and 35.4 dB with a mean of 20.7 dB, including a 16.90 dB spike up to 35.42 dB. Modulation and coding on the uplink trended upward overall but was highly variable; UL_MCS ranged from 0 to 18 with a mean of 8.7 and showed multiple jumps and drops (the largest fall reaching 0.0). Downlink MCS was lower and more stable, spanning 2.0 to 7.7 with a mean of 6.3 and a mid-window dip to about 1.98. Error rates remained modest: DL_BLER ranged from 0.015 to 0.3 (mean 0.12), and UL_BLER ranged from 0.02 to 0.18 (mean 0.07).

Resource allocation and utilization were bursty. UL_NPRB swung between 2.9 and 58.1 (mean 24.5) with several large excursions (largest drop down to 2.9). PRBs assigned on the downlink varied from 0 to 69 with a mean of 56.2 and experienced abrupt reductions to zero at times; PRB utilization on the downlink mirrored that behavior, ranging 0 to 65 with a mean of 53.0. Uplink PRBs and UL PRB utilization were mostly low on average (PRBs_UL_Current 0 to 55, mean 5.6; PRB_Utilization_UL 0 to 52, mean 5.3) but exhibited short spikes up to ~55 and ~52 respectively.

Traffic and buffering patterns indicate intermittent heavy uplink bursts and low downlink volume. TX_Bytes varied between 0 Bytes and 450,000 Bytes (mean ~345,390 Bytes) with multiple large drops to zero, while RX_Bytes ranged 0 Bytes to ~13,000 Bytes (mean 5,766.4 Bytes). The Estimated_UL_Buffer spanned 14.5 Kilobytes to 6,536.0 Kilobytes with a mean of 909.6 Kilobytes, consistent with episodic uplink backlog. Packet counts reflected this asymmetry: UL_NumberOfPackets ranged 0 to 180 (mean 68.0) and DL_NumberOfPackets ranged 0 to 850 (mean 227.5). Finally, the session layer was predominantly TCP: both DL_Protocol and UL_Protocol were TCP for 89.84% of timestamps.

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

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

Is this a congested or uncongested session?

The period length of PRBs_UL_Current is 42.67

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

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.

The mean of Estimated_UL_Buffer is 909.557

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 42.67

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

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

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.

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 230.176

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 227.547

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 69.236

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.019

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 479504.123

What is the average value of PRBs_UL_Current?

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

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_UL?

The variance of PRB_Utilization_UL is 61.62

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 204.855

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 22417.179

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

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

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

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

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

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

The period length of PRBs_DL_Current is 128

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

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

The period length of DL_NumberOfPackets is 128

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

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

The period length of UL_NumberOfPackets is 128

The variance of TX_Bytes is 8871278909.504

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

What is the average value of PRBs_DL_Current?

Describe the average trend of 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 68.039

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

The period length of PRB_Utilization_DL is 128

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

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

The period length of Estimated_UL_Buffer is 128

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1663.959