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

RSRP improved over the interval, rising between indices ~59–119 (about 6 s) with an average increase of ~1.485 dB/s. RSRP values ranged from -118.0 dB to -108.0 dB. The mean RSRP was -114.6 dB.

Uplink modulation (UL_MCS) showed several abrupt changes, including a major collapse from 15 down to 0 between t≈68–91. UL_MCS values ranged from 0 to 18 and averaged 13.0. Downlink modulation (DL_MCS) remained stable, ranging 6.0–7.0 with a mean of 6.6.

Downlink BLER experienced two notable spikes (peaking ~0.31 and ~0.38); DL_BLER spanned 0.0029–0.38 and averaged 0.087. Uplink BLER also spiked to about 0.23 (t≈95–116); UL_BLER ranged 0.011–0.23 with a mean of 0.085.

UL resource usage jumped sharply around t≈70–81 (UL_NPRB up to ~46.35); UL_NPRB ranged 5.5–46.4 with a mean of 19.3. UL SNR showed a brief surge to ~33.77 (t≈52–56); UL_SNR values ranged 16.0–33.8 dB and the mean was 20.9 dB.

Transmission volumes were bursty. TX_Bytes exhibited multiple large jumps and drops, with the largest fall to 92,829 Bytes; TX_Bytes ranged 92,829–445,194 Bytes and averaged 381,146.5 Bytes. RX_Bytes ranged 830–14,393 Bytes with a mean of 4,931.1 Bytes. The Estimated_UL_Buffer varied widely between 17.4 and 2,017.5 Kilobytes and averaged 266.6 Kilobytes.

Downlink PRB assignment and utilization showed pronounced variability, including a large drop in PRBs_DL_Current to 13.0 (t≈97–107). PRBs_DL_Current ranged 13.0–68.1 and averaged 58.9. PRB_Utilization_DL ranged 12.3–64.3 and averaged 55.6, while UL-side PRBs and utilization were low: PRBs_UL_Current 0–21 (mean 2.5) and PRB_Utilization_UL 0–20 (mean 2.4).

Packet counts reflected asymmetric load: UL_NumberOfPackets ranged 1–109 with mean 63.0, while DL_NumberOfPackets ranged 0–1,300 with mean 241.5. Protocol usage was dominated by TCP: DL_Protocol was TCP for 73.44% of timestamps, and UL_Protocol was TCP for 100% of timestamps.

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

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

Zone localization is unclear due to mobility.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Identify the congestion status: normal or overloaded?

From static or mobile, which best describes the user?

The user was mobile during this session.

The variance of PRB_Utilization_UL is 10.725

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 144.574

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 559.266

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 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

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

What is the average value of PRBs_DL_Current?

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

The period length of DL_NumberOfPackets is 2.51

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.

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_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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 62.961

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

Describe the average trend of PRB_Utilization_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 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_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 36089.056

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 266.618

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.

The variance of TX_Bytes is 7481123959.574

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.561

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 12.049

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

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

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.

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

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

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 RSRP 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 81538.362

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 162.444

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 241.523

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

The period length of UL_NumberOfPackets is 21.33

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 42.67

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


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

The radio link shows relatively weak RSRP with values between -117.8 dB and -110.0 dB; the average RSRP is -114.3 dB. Uplink radio conditions (UL_SNR) ranged from 16.5 dB to 26.8 dB, with a mean of 20.4 dB. Uplink modulation and coding was moderate-to-good: UL_MCS varied from 13.0 to 17.0 (mean 15.3). Downlink MCS was lower, between 6.0 and 7.0 with a mean of 6.6.

Downlink radio quality showed intermittent errors: DL_BLER spanned 0.0029 to 0.57 and averaged 0.095, including a sharp increase around t=100–125 that reached about 0.47. Uplink BLER stayed between 0.043 and 0.16 with a mean of 0.095.

Resource allocation on uplink was highly variable: UL_NPRB ranged from 5.0 to 72.4 with a mean of 18.6 and experienced a large allocation spike up to ~72.4 around t=121–123. Current uplink PRBs were low overall (0 to 4.8, mean 1.5) and PRB utilization UL mirrored that (0 to 4.5, mean 1.4). Downlink resources were heavily utilized: PRBs_DL_Current varied between 13.0 and 68.1 (mean 57.2) and PRB_Utilization_DL ranged from 12.3% to 64.3% with a mean of 53.9%, including a major drop to ~13.0 PRBs and ~12.3% utilization around t=99–108.

Throughput and traffic patterns show burstiness. TX_Bytes fluctuated substantially, spanning 92,829 Bytes to 445,194 Bytes and averaging 374,052 Bytes, with multiple prominent jumps and a notable drop to ~102,432 Bytes between t=99 and t=108. RX_Bytes were much lower, between 350 Bytes and 7,942 Bytes with a mean of 5,083.7 Bytes. The estimated uplink buffer ranged from 5.8 KB to 514.0 KB and averaged 259.8 KB, indicating variable uplink queuing. Packet counts reflected asymmetric traffic: UL_NumberOfPackets was 2.0 to 113.0 (mean 75.7) while DL_NumberOfPackets was 18.0 to 386.0 (mean 289.6).

Both uplink and downlink traffic used TCP exclusively across all timestamps (100% TCP, 0% UDP).

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

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

What is the condition: jamming or normal operation?

Identify the congestion status: normal or overloaded?

From static or mobile, which best describes the user?

The user was mobile during this session.

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

The variance of PRBs_DL_Current is 247.455

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 75.727

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 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 220.234

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

The period length of PRBs_DL_Current is 128

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

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

What is the average value of PRBs_DL_Current?

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

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

The period length of PRBs_UL_Current is 2.29

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.608

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 2.29

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

The period length of UL_NumberOfPackets is 128

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.541

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 543.066

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_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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 289.586

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 4561.142

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 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.

The variance of TX_Bytes is 11669156236.566

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7913.127

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_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_UL?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.938

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 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 259.768

What is the average value of PRBs_UL_Current?

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

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

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

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

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

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


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

The trace shows a period of weakening downlink signal and volatile traffic/physical-layer behavior. RSRP fell sharply around t≈105–127, reaching a minimum near -134.85 dB; over the interval RSRP ranged from -134.9 dB to -109.0 dB. The mean RSRP was -112.4 dB. Uplink modulation dropped notably mid-trace: UL_MCS hit a low ~4.95 (observed fall between t≈108–124); UL_MCS ranged between 5.0 and 17.0 with a mean of 13.5. DL_MCS stayed relatively low, ranging from 3.0 to 7.0 with a mean of 6.3.

Downlink BLER experienced several large jumps and falls, including a pronounced spike reaching about 0.7 (largest swing to 0.7 between t≈31–51); DL_BLER spanned 0.0077 to 0.71 with a mean of 0.16. Uplink BLER was more contained, ranging 0.031 to 0.17 with a mean of 0.09. Uplink SNR remained moderate to strong, ranging between 15.0 dB and 30.4 dB with a mean of 20.6 dB.

Resource allocation and buffer/throughput metrics were bursty. UL_NPRB surged to a high near 36.36 (jump around t≈114–125); UL_NPRB ranged from 2.8 to 36.4 with a mean of 16.3. DL PRBs and utilization showed multiple large drops, including PRBs_DL_Current falling to 0 (largest drop to 0 around t≈101–115); PRBs_DL_Current ranged 0 to 68 with a mean of 51.0. Correspondingly, PRB_Utilization_DL ranged 0 to 64 with a mean of 48.1. Uplink PRB counts and utilization were low: PRBs_UL_Current ranged 0 to 5 (mean 1.4) and PRB_Utilization_UL ranged 0 to 4.7 (mean 1.4).

Traffic volumes were bursty and sometimes went to zero. TX_Bytes showed multiple sharp jumps and drops, including a drop to 0 (largest decrease to 0 between t≈101–118); TX_Bytes ranged from 0 Bytes to 450,000 Bytes (approx.) with a mean ~317,357.4 Bytes. RX_Bytes ranged from 0 Bytes to ~12,000 Bytes with a mean of 4,437.8 Bytes. Estimated_UL_Buffer varied between 0 Kilobytes and 580 Kilobytes with a mean of 221.4 Kilobytes. Packet counts reflected uplink-dominant burst activity: UL_NumberOfPackets ranged 1.0 to 96.0 (mean 61.6) and DL_NumberOfPackets ranged 0 to ~920 (mean 241.4).

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 90.62% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps. Overall, the session shows degraded downlink radio conditions, intermittent BLER spikes, bursty PRB allocation and traffic, and sustained TCP usage.

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

File download was the primary application used.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Yes, there was movement during this session.

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

Describe the average trend of 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 241.438

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 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 39176.39

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 385.988

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

The period length of PRB_Utilization_DL is 25.6

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.149

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

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

Does 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 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

The variance of TX_Bytes is 17630425680.673

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11148.121

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_DL_Current?

The variance of PRBs_DL_Current is 433.697

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_UL?

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

The period length of DL_NumberOfPackets is 11.64

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 221.396

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.

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

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.894

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 515.71

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 average value of PRBs_UL_Current?

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.648

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 0.796


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

RSRP remained low and stable, ranging from -122.0 dB to -115.0 dB with a mean of -119.3 dB, indicating generally poor downlink signal strength. Uplink modulation (UL_MCS) varied broadly between 0 and 18 with a mean of 12.8; it dropped to 0 for a sustained period around the mid-sequence and then rebounded to peaks near 18. Downlink modulation (DL_MCS) was tightly clustered between 6.0 and 7.0 with a mean of 6.2.

Downlink BLER exhibited significant volatility: values spanned 0.015 to 0.65 with a mean of 0.23, including at least three large transients and a major spike to 0.7 in one interval; overall DL_BLER trended downward between indices ~63–116 at an average rate of −0.079 per second. Uplink BLER ranged from 0.013 to 0.19 with a mean of 0.076 and showed a noticeable spike up to 0.19 during one period.

Uplink resource use (UL_NPRB) was highly variable, between 5.0 and 68.8 with a mean of 17.8, including sharp allocations that reached ~68.8 and ~54.3 during two bursts. Uplink SNR stayed positive and healthy, ranging from 16.1 dB to 27.4 dB with a mean of 20.4 dB.

Traffic volume showed large uplink bursts and variability: TX_Bytes ranged from 88,460 Bytes to 445,114 Bytes with a mean of 319,945.3 Bytes and experienced multiple large jumps and drops (the biggest drop reached ~351,584 Bytes). RX_Bytes was much lower, between 96.0 Bytes and 17,803.0 Bytes with a mean of 5,404.6 Bytes. Estimated UL buffer occupancy varied from 1.3 Kilobytes to 794.9 Kilobytes with a mean of 266.3 Kilobytes.

Downlink PRB allocation and utilization were generally high: PRBs_DL_Current ranged from 12.7 to 67.3 with a mean of 52.4 and PRB_Utilization_DL ranged from 12.0% to 63.5% with a mean of 49.5%, both showing multiple abrupt drops (largest drop of PRBs and utilization occurred together). Uplink PRBs and utilization were mostly idle with occasional spikes; PRBs_UL_Current ranged 0 to 26 with a mean of 2.2, and PRB_Utilization_UL ranged 0% to 25% with a mean of 2.1%, including short spikes up to ~26 PRBs / ~25% utilization.

Packet counts reflected asymmetric directionality: UL_NumberOfPackets spanned 0 to 170 with a mean of 66.9, while DL_NumberOfPackets ranged 0 to 1,603 with a mean of 218.0 and included a large jump to ~1,603 in one interval. Protocol usage was dominated by TCP: DL traffic was TCP for 63.28% of timestamps, and UL traffic was TCP for 98.44%; UDP usage was effectively absent.

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

Identify the user location, Zone A, Zone B, Zone C, or moving?

The user was transitioning between zones.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network congested or operating normally?

Identify the user state: still or in motion?

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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.476

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 266.305

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 23579.132

What is the average value of PRB_Utilization_UL?

The variance of TX_Bytes is 12971629744.905

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

The period length of PRB_Utilization_DL is 32

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 294.37

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

The period length of PRBs_UL_Current is 42.67

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 217.953

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 7.595

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

The period length of PRBs_DL_Current is 32

What is the average value of PRBs_UL_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.

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

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

The period length of Estimated_UL_Buffer is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 66.914

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.

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

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

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

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

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

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 330.755

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 8.533

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1652.426

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

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

The period length of DL_NumberOfPackets is 3.2

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 UL_SNR 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 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 81783.132

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


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

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

RSRP stayed consistently low, ranging between -123.0 dB and -117.0 dB. The average RSRP was -119.7 dB.

Uplink radio conditions improved during the trace: UL_MCS moved from as low as 4.0 to as high as 17.0, with a mean of 11.0; a notable increase of 12 units occurred between the mid-sequence interval (t≈41–67). UL_SNR ranged from 12.1 dB to 27.6 dB and averaged 20.2 dB.

Downlink modulation was stable and modest: DL_MCS varied between 5.0 and 7.0 with a mean of 5.8. DL_BLER exhibited variability, decreasing early in the capture and spiking later—DL_BLER ranged from 0.014 to 0.70 with a mean of 0.19. Uplink BLER trended downward over the first ~5.4 seconds (indices 0–54) with an average decrease of 0.031 per second; UL_BLER ranged from 0.019 to 0.19 and averaged 0.094.

Resource usage showed pronounced dynamics. UL_NPRB fluctuated widely with multiple large jumps and drops, spanning 5.0 to 92.9 PRBs and averaging 24.2. PRBs allocated on the downlink also varied, ranging from 13.8 to 68.1 with a mean of 55.4; the largest DL PRB change was a drop to about 14.8 around t≈114–126. PRB utilization mirrored that behavior: PRB_Utilization_DL ranged from 13.0% to 64.3% and averaged 52.2%, while PRB_Utilization_UL ranged from 0% to 12% with a mean of 1.7%. PRBs_UL_Current ranged between 0 and 13 with a mean of 1.8.

Traffic volumes showed large uplink bursts and drops. TX_Bytes oscillated with multiple sharp jumps and falls, spanning 81,693 Bytes up to 445,114 Bytes and averaging 321,930 Bytes; the largest observed drop reduced TX_Bytes to about 92,829 Bytes late in the trace. RX_Bytes varied from 110 Bytes to 12,039 Bytes with a mean of 4,544.6 Bytes. The Estimated_UL_Buffer ranged from 128.1 KB to 1,289.4 KB and averaged 540.4 KB. Packet counts reflected these traffic patterns: UL_NumberOfPackets ranged from 0 to 160 and averaged 50.6, while DL_NumberOfPackets ranged from 0 to 1,100 and averaged 144.7.

Protocol usage was dominated by TCP: DL traffic used TCP for 87.5% of timestamps, and UL traffic used TCP for 92.97% of timestamps; UDP usage was effectively absent.

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

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

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.

Select the mobility status: moving or stationary?

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

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

The period length of DL_NumberOfPackets is 128

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 210.805

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.695

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 35747.928

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.234

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

Does PRB_Utilization_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_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.

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1224.671

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 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 32

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 50.578

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 144.734

What is the average value of PRB_Utilization_UL?

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.

What is the average value of PRBs_DL_Current?

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

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

The period length of PRB_Utilization_DL is 32

What is the average value of 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.

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_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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 236.861

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

The period length of Estimated_UL_Buffer is 42.67

The variance of TX_Bytes is 9464312492.29

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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 540.407

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.399

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 35593.74


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

Over the trace the downlink reference signal power weakened steadily early on, falling from about -104.0 dB to -119.0 dB with an average decline of ~2.157 dB/s; the RSRP mean is -114.6 dB. Uplink modulation (UL_MCS) showed multiple abrupt changes including a jump up to 17 (UL_MCS range 0 to 17, mean 12.1). Downlink MCS stayed flat at 2.0. Downlink BLER fluctuated with several sharp moves—values spanned 0.095 to 0.96 and averaged 0.46. Uplink BLER ranged from 0.013 to 0.17 with a mean of 0.075. Uplink SNR experienced a notable drop to a low near 8.48 dB (overall UL_SNR range 8.5 to 28.1 dB, mean 20.3 dB). Uplink allocated PRBs varied widely with spikes up to 87.5 (UL_NPRB range 5.0 to 87.5, mean 15.2). Current downlink PRB occupancy and utilization showed frequent large swings, dipping to lows around 12.7 PRBs and 12.0% utilization and peaking near 67.3 PRBs and 63.5% utilization (PRBs_DL_Current range 12.7–67.3, mean 43.6; PRB_Utilization_DL range 12.0–63.5, mean 41.1). Uplink PRB counts and utilization were minimal (PRBs_UL_Current 0–13, mean 1.1; PRB_Utilization_UL 0–12, mean 1.0). Transmit volume was substantially higher than receive: TX_Bytes ranged from 32,585 to 140,707 Bytes with a mean of 93,701.8 Bytes; RX_Bytes ranged 0 to 4,600 Bytes with a mean of 2,116.7 Bytes. The estimated uplink buffer varied between 0 and 560 Kilobytes with a mean of 100.4 KB. Packet counts reflected asymmetry as well (UL_NumberOfPackets 0–57, mean 25.1; DL_NumberOfPackets 0–670, mean 69.4). TCP dominated traffic: DL_Protocol was TCP ~76.56% of timestamps and UL_Protocol was TCP ~98.44%.

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

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

Choose the condition: congestion or no congestion?

Identify the user state: still or in motion?

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 437.301

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

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

The variance of TX_Bytes is 2229873056.295

What is the average value of PRB_Utilization_DL?

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

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 25.125

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 69.414

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.033

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 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 11156.056

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 100.416

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_UL_Current?

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

The period length of PRB_Utilization_DL is 42.67

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_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 224.252

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

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

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

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

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

What is the average value of PRBs_DL_Current?

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

The period length of PRBs_DL_Current is 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 42.67

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5016.45

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

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

The period length of PRB_Utilization_UL is 128

Does UL_NPRB 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 2.284

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 491.353

What is the average value of PRB_Utilization_UL?

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

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

Describe the average trend of 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.


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

Across the capture the downlink reference signal received power (RSRP) trends upward over a short interval (indices ~60–119), rising on average about 1.034 dB/s; overall RSRP ranges between -118.5 dBm and -111.0 dBm. The mean RSRP is -114.9 dBm.

Uplink modulation and coding (UL_MCS) stays in a higher tier, ranging from 14.0 to 17.0 with a mean of 15.1. Downlink MCS (DL_MCS) is lower, between 6.0 and 7.0 with a mean of 6.7. Downlink block error rate (DL_BLER) shows a notable deterioration between t≈89 and t≈112 with a jump to 0.39; DL_BLER overall spans 0.0057 to 0.39 and averages 0.089. Uplink BLER (UL_BLER) ranges from 0.039 to 0.16 with a mean of 0.074.

Uplink resource allocation (UL_NPRB) is highly variable with several sharp changes—the largest increase raised it to 57.0—overall UL_NPRB ranges from 5.0 to 57.0 and averages 21.2. Uplink SNR (UL_SNR) exhibits large spikes early and around index 90 (peaks near 41.45 dB and 31.93 dB); UL_SNR ranges from 12.3 dB to 41.5 dB and has a mean of 20.9 dB.

Transmit volume (TX_Bytes) shows multiple pronounced jumps and drops, including a large dip down to 103,248 Bytes; TX_Bytes ranges from 92,829 Bytes to 448,763 Bytes and the mean is 388,489.9 Bytes. Receive volume (RX_Bytes) is much lower, ranging from 209 Bytes to 10,690 Bytes with a mean of 6,895 Bytes. The Estimated_UL_Buffer varies between 319.8 Kilobytes and 1,766.0 Kilobytes, with a mean of 1,165.0 Kilobytes.

Downlink PRB usage (PRBs_DL_Current) and DL PRB utilization both show repeated large swings, including a drop to ~15.9 PRBs and utilization down to ~15.0%; PRBs_DL_Current ranges from 15.9 to 68.7 and averages 60.1, while PRB_Utilization_DL ranges from 15.0% to 64.8% and averages 56.7%. Uplink PRBs and utilization remain minimal: PRBs_UL_Current between 0 and 3.7 (mean 1.7) and PRB_Utilization_UL between 0% and 3.5% (mean 1.6%).

Packet counts are skewed toward downstream: UL_NumberOfPackets ranges from 8 to 130 with a mean of 87.4, while DL_NumberOfPackets spans 0 to 790 with a mean of 269.0. Traffic is overwhelmingly TCP: DL_Protocol is TCP for 93.75% of samples (UDP 0%), and UL_Protocol is TCP for 100% of samples.

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

This is a segment from a file download session.

Identify the user location, Zone A, Zone B, Zone C, or moving?

The user was transitioning between zones.

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

Identify the user state: still or in motion?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 87.391

The variance of PRBs_DL_Current is 176.9

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 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 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 11.64

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1165.024

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 44051.767

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

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

The period length of Estimated_UL_Buffer is 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 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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 157.44

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

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

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

What is the average value of PRBs_DL_Current?

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 268.961

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 8275952139.616

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.651

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 719.988

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 0.771

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 12920.4

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

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 11.64

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 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 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 UL_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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.686

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

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

The period length of UL_NumberOfPackets is 128

What is the average value of PRB_Utilization_UL?

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.


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

The radio conditions show consistently weak downlink signal strength: RSRP ranged between -121.0 dB and -113.0 dB. The average RSRP was -118.2 dB. Uplink SNR varied from 16.5 dB to 25.7 dB, with a mean of 20.5 dB.

Uplink modulation and coding improved briefly: UL_MCS moved between 13.0 and 18.0 (mean 14.9), including a rapid rise of 5 to a peak of 18 between t≈37 and t≈49. Downlink MCS stayed low, ranging from 6.0 to 7.0 with a mean of 6.6. DL_BLER was mostly low but spiked to 0.34 (range 0.0088 to 0.34; mean 0.087), with a notable jump to 0.34 around t≈119–127. UL_BLER ranged from 0.04 to 0.18 with a mean of 0.096.

Resource allocation on uplink was highly variable: UL_NPRB swung between 5.4 and 45.9 PRBs (mean 25.5), featuring at least eight significant jumps/drops, the largest falling to 5.8 from t≈111–116. PRBs used on the downlink ranged from 18.0 to 67.3 with a mean of 59.0; there were steep drops (to ~29.7 and ~18.0) around t≈74–82 and t≈90–96. PRB utilization mirrored this: PRB_Utilization_DL ranged from 17.0% to 63.5% with a mean of 55.7% and experienced similar large declines to ~28% and ~17% in the same intervals. UL PRBs and UL utilization stayed very low: PRBs_UL_Current between 0.05 and 6.7 (mean 1.6) and PRB_Utilization_UL between 0.047% and 6.3% (mean 1.5%).

Traffic patterns show heavy uplink buffer and bursty data transfers. Estimated_UL_Buffer varied from 142.7 KB to 1812.5 KB with a mean of 480.5 KB. Transmitted bytes (TX_Bytes) were between 103,248 Bytes and 446,042 Bytes (mean 380,414.4 Bytes) and exhibited at least four major jumps/drops, the largest drop taking TX_Bytes down to ~103,248 Bytes around t≈90–96. Received bytes (RX_Bytes) were much smaller, ranging from 193 Bytes to 22,700 Bytes with a mean of 5,751.3 Bytes. Packet counts were bursty: UL_NumberOfPackets ranged from 2 to 167 (mean 65.9), while DL_NumberOfPackets spiked to about 1,561 and overall ranged from 0 to ~1,600 (mean 247.9).

Protocol usage was dominated by TCP: UL traffic was 100% TCP and downlink was TCP for 90.62% of timestamps (UDP effectively absent). Overall, the trace shows weak DL radio signal, intermittent large variations in PRB allocation and UL buffer, transient increases in UL MCS and DL BLER spikes, and predominantly TCP traffic with pronounced uplink load bursts.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

There was no congestion-related degradation.

Yes, there was movement during this session.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 480.493

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 94.544

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

The period length of UL_NumberOfPackets is 8

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

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

Describe the average trend of 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.

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

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

The period length of DL_NumberOfPackets is 2.98

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 11.64

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 247.867

What is the average value of PRB_Utilization_UL?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 84.144

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.

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

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

The period length of PRBs_DL_Current is 14.22

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 65.883

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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1242.498

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

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

What is the average value of PRBs_UL_Current?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 55249.927

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.672

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

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

The period length of PRB_Utilization_UL is 11.64

The variance of TX_Bytes is 5538970255.391

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.

The variance of RX_Bytes is 14347397.028

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 52482.231

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

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

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

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 14.22

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.979

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.099

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 None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None TCP None TCP TCP TCP TCP TCP TCP TCP None None TCP TCP None TCP None TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 to moderate: RSRP varied between -118.0 dB and -113.1 dB, with an average of -115.8 dB. Uplink signal quality showed a wide excursion—UL_SNR ranged from 15.7 dB up to 45.3 dB, with a mean of 20.9 dB; a sharp spike reached the 45.3 dB peak around t≈35. Modulation on the uplink was volatile: UL_MCS spanned 0 to 18 with a mean of 13.2 and experienced a steep drop to 0 between t≈13–35. Downlink MCS remained tight, between 6.0 and 7.0 with a mean of 6.2.

Error performance exhibited intermittent degradation. DL_BLER ranged from 0.014 to 0.86 (mean 0.23), showing multiple jumps and a large fall to 0.1 around t≈71. UL_BLER stayed lower, between 0.0099 and 0.17 with a mean of 0.074.

Resource allocation and utilization were bursty. UL_NPRB varied from 5.0 to 42.4 (mean 17.4) and spiked to 42.4 around t≈20. PRBs_DL_Current ranged 12.7–68.1 with a mean of 52.5 and experienced several large drops (largest to 12.7 around t≈26). PRBs_UL_Current was mostly idle but ranged 0–23 with a mean of 1.9 and a brief spike to ~22.9. Corresponding PRB utilization mirrored this: PRB_Utilization_DL ranged 12.0–64.3 (mean 49.5) with pronounced swings, while PRB_Utilization_UL ranged 0–22 (mean 1.8) with a short spike to ~21.6.

Traffic and buffering showed heavy downlink and substantial uplink transfers. TX_Bytes (uplink bytes) ranged from 92,829 Bytes to 448,763 Bytes, mean 320,144.8 Bytes, with multiple large jumps and the largest drop to ~102,432 Bytes around t≈93. RX_Bytes spanned 249 Bytes to 17,029 Bytes with a mean of 4,799.1 Bytes. Estimated_UL_Buffer ranged from 1.9 KB to 1024.5 KB with a mean of 243.9 KB. Packet counts reflected this load: UL_NumberOfPackets ranged 1–142 (mean 63), DL_NumberOfPackets ranged 0–1,100 (mean 214.7).

Protocol usage was dominated by TCP: DL_Protocol was TCP for 92.19% of samples, and UL_Protocol was TCP for 100% of samples. Overall, the trace shows intermittent uplink capacity bursts and uplink SNR spikes amid generally poor RSRP, with periodic BLER excursions and highly variable PRB and throughput behavior that could impact QoS.

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?

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Identify the congestion status: normal or overloaded?

From static or mobile, which best describes the user?

The user was mobile during this session.

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_UL_Current is 6.705

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 21196.609

The variance of PRB_Utilization_UL is 5.968

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 214.742

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

The period length of PRB_Utilization_DL is 64

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.499

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

The period length of Estimated_UL_Buffer is 128

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

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 64

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 63.008

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

The period length of DL_NumberOfPackets is 4.13

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

The period length of PRB_Utilization_UL is 42.67

What is the average value of 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.

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

The period length of UL_NumberOfPackets is 64

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

The variance of TX_Bytes is 14285904835.197

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

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

Describe the average trend of 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 337.784

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 PRB_Utilization_UL?

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

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

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

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30345.594

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

The period length of PRBs_UL_Current is 42.67

What is the average value of PRBs_UL_Current?

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 763.394

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 243.915

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 379.534


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

TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP 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 None None None None TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP TCP TCP None None None None None None None None None TCP None UDP None None TCP

RSRP was generally low, varying between -124.7 dB and -108.0 dB. The average RSRP over the trace was -117.4 dB.

Uplink MCS exhibited large swings: it reached as high as 19 and fell to as low as 0.8; the mean UL_MCS was 13.0. Downlink MCS likewise fluctuated within a 0.6 to 7 range and averaged 6.1.

DL_BLER showed a clear downward segment (indices ~47–98) with an average decay of roughly 0.094 per second, but also several abrupt changes including a prominent spike to 0.62. DL_BLER ranged from 0.0022 to 0.62 and had a mean of 0.23. UL_BLER remained lower and more stable, spanning 0.032 to 0.19 with a mean of 0.098.

UL resource allocation and link quality were highly variable. Allocated UL PRBs (UL_NPRB) swung dramatically, between 0.5 and 98, with a mean of 23.5. Measured UL SNR moved from 11.0 dB up to 30.9 dB and averaged 20.3 dB, including a rapid jump to ~29.6 dB near the end of the trace.

Throughput and buffer metrics show intermittent bursts and drops. Uplink transmitted bytes (TX_Bytes) spanned 0 to 440,000 Bytes, mean ~299,392 Bytes, with a notable abrupt fall to zero during one interval. Downlink received bytes (RX_Bytes) ranged from 0 to 26,000 Bytes and averaged 6,332. Estimated UL buffer occupancy varied between 5.3 Kilobytes and 2,806 Kilobytes with a mean of 1,074.2 Kilobytes.

Downlink scheduling and utilization also experienced wide swings: active DL PRBs (PRBs_DL_Current) ranged from 0 to ~110 with a mean of 52.4, and DL PRB utilization spanned 0% to 100% with a mean near 49.4%. UL PRBs and UL PRB utilization stayed low, with PRBs_UL_Current between 0 and 7.8 (mean 1.7) and PRB_Utilization_UL between 0 and 7.3 (mean 1.6).

Packet counts showed bursty downlink traffic: DL_NumberOfPackets ranged from 0 to ~1,223 with a mean of 223.8 and included a large spike early in the trace. UL packet counts ranged from 0 to ~160 with a mean of 60.6.

At the protocol level, the trace was predominantly TCP: DL traffic used TCP for about 79.7% of timestamps (UDP only ~0.8%), while UL was TCP for ~86.7% of timestamps (no UDP observed).

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?

Did the user experience jamming or normal signal quality?

This trace shows normal throughput conditions.

Can you classify the user as moving or still?

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

The period length of PRBs_DL_Current is 18.29

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 221620.796

The variance of TX_Bytes is 16614195613.619

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 395.539

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.022

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

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

Does 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 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 59981.703

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

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

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_UL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 60.555

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

The period length of PRB_Utilization_DL is 18.29

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 444.428

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.426

What is the average value of PRBs_UL_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.

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1519.981

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

The period length of PRB_Utilization_UL is 25.6

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.

The variance of RX_Bytes is 17955135.703

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 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 223.828

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

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

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

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

The period length of DL_NumberOfPackets is 2

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

The period length of UL_NumberOfPackets is 42.67

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.

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.799

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1074.19

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

The period length of PRBs_UL_Current is 25.6


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

RSRP improved steadily over a 6.7-second interval (indices ~46–113) at about +1.177 dB/s. RSRP values range from -116.0 dB to -105.0 dB. The average RSRP is -111.3 dB.

Uplink modulation (UL_MCS) varied between 12.0 and 17.0 with a mean of 15.1, while downlink modulation (DL_MCS) stayed tight between 6.0 and 7.0 with a mean of 6.3. Uplink SNR (UL_SNR) ranged from 15.2 dB to 30.4 dB and averaged 20.7 dB.

Downlink BLER showed several sharp excursions, including a major spike reaching 0.71; DL_BLER spans 0.0031 to 0.71 with a mean of 0.19. Uplink BLER was steadier, ranging from 0.043 to 0.16 with a mean of 0.09.

UL resource usage (UL_NPRB) exhibited bursts—peaking near 40.3 and later around 30.5; overall UL_NPRB ranges from 5.0 to 40.3 and averages 17.1. Current DL PRBs (PRBs_DL_Current) and DL PRB utilization showed multiple large swings, including a pronounced dip to about 14.8 PRBs; PRBs_DL_Current ranges from 14.8 to 68.4 with a mean of 54.9. PRB_Utilization_DL ranges from 14.0% to 64.5% with a mean of 51.8%. UL PRBs and UL PRB utilization remained minimal: PRBs_UL_Current between 0 and 5.4 (mean 1.4) and PRB_Utilization_UL between 0% and 5.1% (mean 1.3%).

Traffic volumes experienced significant uplifts and drops. Transmitted bytes (TX_Bytes) showed at least six major jumps/dips, with values between 92,829 Bytes and 448,763 Bytes and a mean of 339,665.8 Bytes. Received bytes (RX_Bytes) ranged from 152 Bytes to 17,471 Bytes and averaged 4,943.4 Bytes. Estimated uplink buffer fluctuated from 0.81 KB up to 1,200 KB and had a mean of 242.3 KB.

Packet counts varied: UL_NumberOfPackets ranged from 3 to 142 with a mean of 63.9. DL_NumberOfPackets experienced a large spike up to ~1,222 packets; overall it ranges from 0 to ~1,222 with a mean of 208.6.

Protocol usage was overwhelmingly TCP: DL traffic was TCP for 94.53% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps. Overall, the trace shows improving radio signal (RSRP) and good UL SNR supporting moderate UL MCS, intermittent increases in PRB and throughput usage, and episodic DL BLER spikes and DL packet surges that could impact downlink performance.

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

This segment matches file download traffic.

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

Zone localization is unclear due to mobility.

What is the condition: jamming or normal operation?

Identify the congestion status: normal or overloaded?

Was the user stationary or in motion during this window?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 286.951

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

The period length of PRB_Utilization_DL is 25.6

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 63.867

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.

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.

The period length of PRBs_DL_Current is 25.6

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_DL_Current?

The variance of PRBs_DL_Current is 322.418

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.816

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16483.671

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 208.562

What is the average value of PRBs_UL_Current?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.606

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.681

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 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_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_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 64

The variance of TX_Bytes is 12871649824.168

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

The period length of UL_NumberOfPackets is 64

Describe the average trend of 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 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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 242.347

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 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 713.234

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

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

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

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

The period length of PRB_Utilization_UL is 25.6

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.

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

The period length of PRBs_UL_Current is 25.6

Describe the average trend of UL_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 18.29

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 variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 35644.846