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

RSRP improved steadily between indices ~28 and ~87 (about 5.9 s) with an average rise of 1.034 dB/s. RSRP ranged from -117.0 dB to -106.0 dB. The mean RSRP was -112.9 dB.

Uplink MCS varied between 13.5 and 17.0 with a mean of 15.2. Downlink MCS ranged from 6.0 to 7.0 with a mean of 6.7.

Downlink BLER showed two notable spikes (peaking at ~0.39 around t≈57–80 and ~0.33 around t≈119–127). DL BLER ranged from 0.0057 to 0.39 and averaged 0.087. Uplink BLER ranged from 0.039 to 0.16 and averaged 0.076.

UL NPRB experienced multiple abrupt changes, the largest spike reaching 57.0 around t≈55–58. UL_NPRB ranged from 5.0 to 57.0 and the mean was 20.9.

UL SNR had two sharp increases (to ~31.9 around t≈58–63 and to ~39.4 around t≈120–123). UL_SNR ranged from 12.3 dB to 39.4 dB. The mean UL_SNR was 20.8 dB.

TX_Bytes showed several large jumps and drops; the biggest movement was a fall to 92,829 Bytes around t≈116–127. TX_Bytes ranged from 92,829 Bytes to 448,763 Bytes and averaged 378,730 Bytes. RX_Bytes ranged from 209 Bytes to 10,775 Bytes with a mean of 6,541.8 Bytes.

Estimated UL buffer fluctuated between 319.8 Kilobytes and 1,766.0 Kilobytes and averaged 1,141.3 Kilobytes.

Downlink PRBs in use (PRBs_DL_Current) underwent multiple sharp declines and rises, the largest dip reaching 15.9 PRBs around t≈56–62. PRBs_DL_Current ranged from 15.9 to 68.7 and had a mean of 58.6. PRBs_UL_Current ranged from 0 to 3.7 with a mean of 1.6.

DL PRB utilization mirrored the PRB count volatility (largest dip to ~15.0% around t≈56–62). PRB_Utilization_DL ranged from 15.0% to 64.8% and averaged 55.3%. PRB_Utilization_UL ranged from 0% to 3.5% with a mean of 1.5%.

UL packet counts varied between 8 and 130 packets with a mean of 80.9. DL packet counts ranged from 0 to 980 packets with a mean of 261.8.

Protocol usage was dominated by TCP: DL_Protocol was TCP for 84.38% of timestamps (UDP 0%), and UL_Protocol was TCP for 100.00% of timestamps (UDP 0%).

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

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

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.

From static or mobile, which best describes the user?

The user was mobile during this session.

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.798

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_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 DL_NumberOfPackets is 35772.251

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

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

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

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

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

The period length of PRBs_DL_Current is 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 226.807

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

The period length of PRB_Utilization_DL is 64

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

What is the average value of PRBs_UL_Current?

Describe the average trend of 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 variance of TX_Bytes is 10541968600.905

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.325

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 261.781

What is the average value of PRBs_DL_Current?

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

What is the average value of PRB_Utilization_UL?

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

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.71

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 825.374

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 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 45240.716

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

The period length of UL_NumberOfPackets is 11.64

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 80.891

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1141.343

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 201.857

Does UL_NPRB 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 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.

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

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

The period length of PRB_Utilization_UL is 11.64

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

Does 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

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 16


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

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

RSRP improved steadily over the initial segment (indices 0–70, ~7 s) with an average rise of 1.449 dB/s. RSRP values span -116.0 dB to -104.0 dB. The mean RSRP is -109.4 dB.

Uplink MCS varied between 12.0 and 18.0 with a mean of 15.5, while downlink MCS ranged from 6.0 to 7.0 and averaged 6.8. DL BLER experienced a notable jump around t≈104–127, peaking at 0.44; DL BLER overall ranges from 0.00089 to 0.44 and has a mean of 0.05. UL BLER lies between 0.046 and 0.16 with a mean of 0.089.

UL NPRB showed multiple large swings, including a prominent spike up to 67.7 around t≈105–114; UL NPRB spans 8.0 to 67.7 and averages 20.8. UL SNR ranges from 13.5 dB to 30.9 dB with a mean of 20.7 dB.

TX_Bytes exhibited several sharp changes, the largest being a drop down to ~102,432 Bytes from a much higher value; overall TX_Bytes fall between 96,030 Bytes and 445,114 Bytes and the mean is 403,390.6 Bytes. RX_Bytes range from 1,169 Bytes to 26,092 Bytes with a mean of 7,079.6 Bytes. The estimated uplink buffer varies between 335.7 KB and 2,354.1 KB and averages 1,195.2 KB.

Downlink resource allocation saw large fluctuations: PRBs_DL_Current had at least three significant jumps/drops, with values between 17.0 and 69.4 and a mean of 61.1. PRB_Utilization_DL mirrors that volatility, ranging from 16.0% to 65.5% and averaging 57.7%. Uplink PRBs and utilization remain low, with PRBs_UL_Current between 0 and 6.9 (mean 1.7) and PRB_Utilization_UL between 0 and 6.5 (mean 1.6).

Packet counts: UL_NumberOfPackets range from 43.0 to 135.0 (mean 89.0). DL_NumberOfPackets range from 0 to 1,200 (approx.) with a mean of 286.1. Protocol mix is heavily TCP: DL traffic was TCP for 92.97% of timestamps and UL traffic was TCP for 100.00% of timestamps.

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

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

The user changed zones during the session.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Identify the congestion status: normal or overloaded?

Was the user stationary or in motion during this window?

What is the average value of PRB_Utilization_UL?

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 139.227

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

The period length of Estimated_UL_Buffer is 42.67

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 43687.985

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.879

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 45695.531

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 89.047

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

The period length of PRBs_DL_Current is 128

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

Describe the average trend of 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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.987

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1195.185

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

The period length of DL_NumberOfPackets is 2.56

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 156.436

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

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

The period length of PRB_Utilization_DL is 128

Does TX_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 286.109

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 7728730525.577

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

The period length of UL_NumberOfPackets is 42.67

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 393.021

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.679

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

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

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

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

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

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

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

What is the average value of PRBs_UL_Current?

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

The period length of PRB_Utilization_UL is 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 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.

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


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

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

The trace shows a generally weak downlink signal with occasional sharp changes: RSRP varied between -124.0 dB and -95.8 dB, with a mean of -119.9 dB, and included at least three notable jumps and drops (the largest rising to -95.8 dB around the t≈91–103 window). Uplink radio and buffer behavior was bursty: UL_NPRB ranged from 0.84 to 80 (mean 34.1) and experienced multiple abrupt shifts, the biggest jump reaching 63.4 around t≈68–71. Estimated_UL_Buffer spanned 0.8 KB to 2.4e+03 KB, mean 396.6 KB, tracking the variable uplink resource usage. UL_SNR ranged from 9.7 dB to 26.4 dB with a mean of 19.9 dB, supporting intermittent good uplink link quality despite resource reallocation.

Modulation/coding metrics reflected constrained capacity at times: UL_MCS covered 0 to 14 (mean 4.8), with a major drop to 0 between t≈33–59; DL_MCS was between 0.24 and 6 (mean 6.0), with a short dip near t≈61–68. Packet error trends were concerning on the downlink: DL_BLER varied from 0.095 to 0.86 (mean 0.39), showing an upward trend over indices ~47–108 (≈6.1 s) at ≈0.110 per second and spikes/drops (peak ≈0.32, low ≈0.19). UL_BLER remained lower, between 0.052 and 0.29 (mean 0.12).

Throughput and packet counts were bursty and asymmetric: TX_Bytes ranged from 0 Bytes to 390,000 Bytes (mean 259,897.5 Bytes) with multiple large jumps and a major drop to zero around t≈57–69; RX_Bytes ranged 0 Bytes to 14,000 Bytes (mean 4,943.6 Bytes). UL_NumberOfPackets spanned 0 to 180 (mean 53.5) while DL_NumberOfPackets ranged 0 to 620 (mean 167.2).

PRB assignment and utilization showed volatile DL and UL loading. PRBs_DL_Current varied 0 to 69 (mean 44.7) with several abrupt falls (largest to 0 around t≈62–70); PRB_Utilization_DL ranged 0 to 65 (mean 42.2). PRBs_UL_Current ranged 0 to 68 (mean 12.6) and PRB_Utilization_UL ranged 0 to 64 (mean 11.9), both exhibiting many sharp spikes (largest UL spikes around t≈71–79). Finally, the traffic was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of timestamps and UL_Protocol for 97.66%.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

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

The signal was clean with no jamming detected.

Is this a congested or uncongested session?

Can you classify the user as moving or still?

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 129891.045

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

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

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 396.641

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 21.33

Does RSRP 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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 235.672

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 167.203

The variance of TX_Bytes is 11673274399.26

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 300.869

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 42.181

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

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

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

The period length of PRB_Utilization_DL is 128

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

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 209.747

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 1738.33

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

What is the average value of PRB_Utilization_UL?

The mean of PRB_Utilization_UL is 11.867

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14548.872

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 53.516

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

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

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

What is the average value of PRBs_DL_Current?

Describe the average trend of 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 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 338.057

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

The period length of PRBs_UL_Current is 128

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

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

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

The period length of UL_NumberOfPackets is 42.67

Describe the average trend of 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.


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

Over the trace the downlink reference signal received power (RSRP) steadily improved during the interval corresponding to indices ~28–127, rising at about 1.429 dB per second. RSRP values ranged from -117.9 dB to -103.0 dB. The overall mean RSRP was -112.4 dB.

Uplink modulation and coding (UL_MCS) fell sharply mid-trace, reaching a low near 9.05 before recovering; UL_MCS values spanned 9.1 to 18.0 with a mean of 14.8. Downlink MCS (DL_MCS) stayed tightly clustered between 6.0 and 7.0, averaging 6.4.

Downlink block error rate (DL_BLER) exhibited multiple abrupt jumps and drops, the largest jump taking it to 0.88; DL_BLER ranged from 0.0021 to 0.88 and averaged 0.23. Uplink BLER (UL_BLER) also showed a notable spike up to 0.24; UL_BLER ranged from 0.038 to 0.24 with a mean of 0.099.

Uplink SNR (UL_SNR) experienced a sharp transient increase, peaking around 35.55 dB; UL_SNR ranged from 15.7 dB to 35.5 dB and had a mean of 20.8 dB. The number of uplink PRBs in use (UL_NPRB) varied between 5.0 and 29.9 with a mean of 16.0. Current downlink PRB allocation (PRBs_DL_Current) showed several large swings, the largest drop bringing it to 11.7 PRBs; its range was 11.7 to 67.3 with a mean of 51.5. Uplink PRBs (PRBs_UL_Current) remained very low, between 0 and 3.8 with a mean of 1.3.

PRB utilization on the downlink mirrored the PRB allocation volatility, with multiple pronounced falls (largest to 11.0%) and an overall range of 11.0% to 63.5%; mean DL utilization was 48.6%. UL PRB utilization stayed minimal, ranging 0% to 3.6% with a mean of 1.2%.

Traffic volumes showed large TX_Bytes variability with several big drops (the largest down to ~90,845 Bytes); TX_Bytes ranged from 90,845 Bytes to 448,843 Bytes and averaged 326,530.2 Bytes. Received bytes were much smaller and steadier, ranging from 46 Bytes to 10,148 Bytes with a mean of 4,375.5 Bytes. The estimated uplink buffer size varied from 0 to 530 Kilobytes and averaged 218.8 Kilobytes.

Packet counts reflected this asymmetry: uplink packet counts ranged from 0 to 130 packets with a mean of 58.4, while downlink packets ranged from 0 to 1,300 packets with a mean of 217.7.

Protocol-wise, TCP dominated both directions: DL traffic used TCP for 74.22% of timestamps, and UL traffic used TCP for 99.22% of timestamps (UDP was effectively absent).

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

This segment matches file download traffic.

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?

Was the user stationary or in motion during this window?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.636

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 average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 217.703

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?

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

The period length of PRBs_DL_Current is 64

Describe the average trend of 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.

The period length of UL_NumberOfPackets is 64

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

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

The period length of PRB_Utilization_UL is 64

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.566

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 576.276

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.575

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 218.795

What is the average value of PRBs_DL_Current?

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 9929.818

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 361.811

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

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

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

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

What is the average value of PRBs_UL_Current?

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

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

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

The period length of PRBs_UL_Current is 64

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 406.531

The variance of TX_Bytes is 17621473876.789

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

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

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

The period length of PRB_Utilization_DL is 64

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 74565.801

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

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

The period length of DL_NumberOfPackets is 64

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 average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 58.414

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


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

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

Overall the UE experienced consistently poor downlink signal strength with RSRP ranging from -122.0 dB to -109.0 dB and an average of -116.6 dB. Uplink SNR showed wide variability, ranging from 16.0 dB to 35.4 dB with a mean of 20.8 dB; notable was a sharp uplink SNR spike of 16.90 dB reaching 35.42 dB around t≈86–92.

Uplink modulation (UL_MCS) was volatile with multiple abrupt switches, ranging from 0 to 16 and averaging 11.2; the largest fall was to 0 around t≈83–109. Downlink modulation (DL_MCS) was more stable but dipped to as low as 2.0, ranged 2.0–7.7 with a mean of 6.5, including a transient drop near t≈106–113.

BLERs were elevated at times: DL_BLER ranged 0.015–0.30 with a mean of 0.095 and experienced a spike up to 0.24 around t≈28–38. UL_BLER ranged 0.03–0.16 with a mean of 0.084. These BLER levels indicate intermittent link quality degradations, particularly on the downlink.

Resource allocation showed large dynamics. Uplink NPRBs varied from 2.9 to 89.3 with a mean of 24.5 and several large jumps (largest spike to 89.3 near t≈29–31). Current downlink PRBs swung from 0 to 69 with a mean of 57.0 and suffered a major drop to 0 around t≈106–114; corresponding DL PRB utilization ranged 0–65 with a mean of 53.7 and mirrored the same large drop. Uplink PRBs ranged 0–45 with a mean of 4.2 and experienced spikes up to ~45 (notable around t≈60–64 and t≈92–97); UL PRB utilization ranged 0–42 with a mean of 3.9 and showed matching spikes.

Throughput and buffer metrics were bursty. TX_Bytes ranged from 0 Bytes to 450,000 Bytes (approx.) with a mean around 363,107.2 Bytes and multiple large transitions, including a full drop to 0 near t≈105–112. RX_Bytes ranged 0 Bytes to ~11,000 Bytes with a mean of 5,964.4 Bytes. Estimated uplink buffer varied between 14.5 Kilobytes and 2,694.1 Kilobytes with a mean of 483.9 Kilobytes, indicating intermittent uplink queuing.

Packet counts reflected traffic asymmetry: UL_NumberOfPackets ranged 0–110 with a mean of 70.3, while DL_NumberOfPackets ranged 0–450 with a mean of 251.8. Transport-layer usage was predominantly TCP on both directions: DL_Protocol was TCP 94.53% of the time and UL_Protocol was TCP 92.97% of the time.

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

Was the network congested or operating normally?

Select the mobility status: moving or stationary?

Describe the average trend of 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 period length of PRB_Utilization_DL is 128

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

The variance of TX_Bytes is 10234453241.842

What is the average value of PRB_Utilization_UL?

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

The period length of PRBs_DL_Current is 128

Does UL_NPRB 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 483.911

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 43.386

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 5552.724

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 251.75

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 48.747

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

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.727

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

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

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

The period length of UL_NumberOfPackets is 128

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

Does UL_MCS 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 126269.153

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 70.297

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 211.141

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 237.239

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

What is the average value of PRBs_UL_Current?

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

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

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

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 1068.462

What is the average value of PRBs_DL_Current?

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

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

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

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

The period length of PRBs_UL_Current is 42.67


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 conditions are consistently poor to moderate: RSRP varied between -121.0 dB and -115.0 dB, with a mean of -118.4 dB. Uplink SNR showed transient improvement, ranging from 15.8 dB to 30.5 dB and averaging 20.6 dB; a notable SNR spike reached about 30.5 dB around the mid-window.

Uplink modulation experienced a sharp collapse mid-trace: UL_MCS ranged from 0 to 17 with a mean of 13.2 dB-equivalent MCS, and it dropped to 0 for a period (t≈40–60). Downlink MCS was stable and low, between 6.0 and 7.0 with a mean of 6.7. Downlink and uplink BLER remained modest but non-negligible: DL_BLER ranged from 0.024 to 0.33 with a mean of 0.10, while UL_BLER ranged from 0.016 to 0.17 with a mean of 0.086.

Resource use was bursty. Uplink PRBs in use spiked to highs near 40.7 and otherwise ranged from 5.5 to 40.7, averaging 17.6 PRBs; two rapid uplink NPRB spikes occurred in the middle of the capture. Downlink PRBs in use varied between 19.1 and 68.1 with a mean of 57.9, and DL PRB utilization ranged from 18.0% to 64.3% with a mean of 54.6% — including steep drops to ~18% and ~33% at two intervals. UL PRBs and UL PRB utilization stayed low, ranging 0.25–13 (mean 1.8) and 0.24–13 (mean 1.7), respectively.

Traffic volume showed large uplink bursts and occasional drops: TX_Bytes ranged from 124,487 Bytes to 469,440 Bytes with a mean of 377,255 Bytes, and included several prominent jumps and a major dip to ~135,941 Bytes. RX_Bytes were much smaller, between 889 Bytes and 9,836 Bytes with a mean of 4,474.1 Bytes. The estimated uplink transmission buffer fluctuated between 33.0 KB and 543.0 KB, averaging 226.8 KB, indicating intermittent uplink queuing.

Packet counts reflected the asymmetric load: UL packet counts ranged 5–125 with a mean of 67.3 packets, while DL packet counts ranged 0–940 with a mean of 269.8 packets. Transport-layer usage was overwhelmingly TCP: DL was TCP for 98.44% of timestamps and UL was TCP for 100% of timestamps.

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

This trace shows normal throughput conditions.

Can you classify the user as moving or still?

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 78.269

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

The period length of DL_NumberOfPackets is 2.46

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 226.842

What is the average value of PRBs_UL_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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.094

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

What is the average value of PRB_Utilization_UL?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7748.991

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 67.289

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

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 269.82

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 389.231

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 25473.078

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.352

The variance of TX_Bytes is 5301710322.503

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

The period length of PRBs_UL_Current is 128

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

The period length of PRB_Utilization_UL is 128

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

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

The period length of PRB_Utilization_DL is 18.29

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

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

What is the average value of PRBs_DL_Current?

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

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

What is the average value of PRB_Utilization_DL?

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

The period length of UL_NumberOfPackets is 12.8

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

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

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

The period length of PRBs_DL_Current is 18.29

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 87.943


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 modest: RSRP varied between −115.0 dB and −101.0 dB. The average RSRP was −105.8 dB. Uplink SNR ranged from 16.9 dB to 25.1 dB with a mean of 20.5 dB.

Modulation and coding was stable near the upper uplink capacity while downlink MCS stayed low: UL_MCS spanned 12.8–15.0 with a mean of 14.9, whereas DL_MCS ranged 6.5–7.0 with a mean of 7.0. Downlink BLER showed a transient spike up to 0.17 (it rose by 0.17 between t=124 and t=127); DL_BLER overall ranged from 0.00012 to 0.17 and averaged 0.0038. Uplink BLER ranged 0.043–0.15 with a mean of 0.086.

Resource allocation and utilization fell over the interval: DL PRBs in use ranged from 14.1 to 68.1 and the mean was 63.1; PRBs_DL_Current dropped to a low of 14.05 (a decline of 51.42 between t=119 and t=127). UL PRBs were minimal, between 0.19 and 3.2 with a mean of 1.5. Downlink PRB utilization ranged 13.3–64.3 with a mean of 59.6 and experienced a drop to 13.25 (falling 48.51 from t=119 to t=127). Uplink PRB utilization was between 0.18 and 3.1 with a mean of 1.4.

Traffic and buffer dynamics indicate reduced uplink payload toward the end: TX_Bytes fell to a low of 105,503 Bytes (a drop of 338,314 Bytes between t=118 and t=127); overall TX_Bytes ranged 105,503–448,763 Bytes and the mean was 428,555.6 Bytes. RX_Bytes ranged 1,840–7,001 Bytes with a mean of 5,053.9 Bytes. Estimated_UL_Buffer varied between 59.3 KB and 485.6 KB and averaged 243.2 KB. Uplink packet counts were 40–170 packets (mean 86.6), while downlink packets ranged 0–1000 with a mean of 268. Protocol usage was exclusively TCP for both downlink and uplink (100% TCP, 0% UDP).

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

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

The signal was clean with no jamming detected.

Choose the condition: congestion or no congestion?

Was the user stationary or in motion during this window?

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

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

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 2

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

The period length of PRB_Utilization_DL is 64

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

The period length of PRBs_UL_Current is 2

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

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

What is the average value of PRBs_UL_Current?

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 380.276

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 268.016

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 243.241

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 3.28

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

Does DL_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.

Does RSRP 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 86.586

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 50.154

What is the average value of PRBs_DL_Current?

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

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

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

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

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

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

What is the average value of PRB_Utilization_DL?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 2549.511

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

The period length of PRBs_DL_Current is 64

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 19964.393

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.358

What is the average value of PRB_Utilization_UL?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.318

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

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

The period length of UL_NumberOfPackets is 21.33

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 56.353

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

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

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

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

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

The period length of DL_NumberOfPackets is 128

The variance of TX_Bytes is 2496734722.394


RSRP was moderate to weak, ranging from -115.0 dB to -100.0 dB with a mean of -105.1 dB. Uplink radio conditions (UL_SNR) rose sharply mid-record, peaking at 34.0 dB after a 17.48 dB spike; UL_SNR overall ranged from 16.5 dB to 34.0 dB with a mean of 20.6 dB. Uplink modulation (UL_MCS) stayed high, between 14.0 and 17.0 with a mean of 15.5, while downlink modulation (DL_MCS) was lower, between 6.0 and 7.0 with a mean of 6.7.

Downlink BLER trended downward overall but included a notable spike to 0.35; DL_BLER ranged from 0.0003 to 0.47 with a mean of 0.073. Uplink BLER remained modest, ranging from 0.043 to 0.16 with a mean of 0.092.

Resource use showed a transient reduction in downlink capacity: PRBs_DL_Current fell to a low of 12.72 (range 12.7–67.6) with a mean of 61.9, and PRB_Utilization_DL dropped to 12.00 (range 12.0–63.8) with a mean of 58.4. Uplink PRBs and utilization stayed very low, with PRBs_UL_Current between 0.05 and 4.6 (mean 1.7) and PRB_Utilization_UL between 0.047 and 4.4 (mean 1.6). The number of packets was concentrated toward downlink: DL_NumberOfPackets ranged from 1.0 to 400.0 with a mean of 283.4, while UL_NumberOfPackets ranged from 3.0 to 115.0 with a mean of 83.2.

Traffic volume showed a sharp TX_Bytes dip to 94,621 Bytes (range 94,621–445,194) despite a large mean of 402,719.2 Bytes, whereas RX_Bytes were much smaller, ranging from 969.0 to 9,838.0 Bytes with a mean of 5,989.7 Bytes. Estimated_UL_Buffer varied between 22.3 and 579.5 Kilobytes with a mean of 305.2 KB. Finally, both uplink and downlink protocols were exclusively TCP during the measurement period (100% TCP).

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

This segment matches file download traffic.

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

The user was transitioning between zones.

What is the condition: jamming or normal operation?

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 498.432

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

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

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 PRBs_DL_Current?

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

The period length of PRBs_UL_Current is 2.06

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

The period length of PRB_Utilization_DL is 42.67

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

The period length of Estimated_UL_Buffer is 128

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.525

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 83.156

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 4056117317.448

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 85.225

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

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

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

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

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

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

The period length of DL_NumberOfPackets is 64

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5845.425

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

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

What is the average value of PRB_Utilization_UL?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 75.85

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 58.357

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 5879.482

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

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

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 PRBs_UL_Current?

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

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

The period length of PRBs_DL_Current is 42.67

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

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

The period length of PRB_Utilization_UL is 2.06

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 305.158

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 283.383


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

The radio link shows generally weak RSRP with values ranging from -120.0 dB to -105.0 dB. The average RSRP over the trace is -113.7 dB. Uplink and downlink modulation are relatively high: UL MCS varies between 13.0 and 15.0 with a mean of 14.4, while DL MCS is between 6.0 and 7.0 with a mean of 6.6. DL BLER experienced a notable spike up to 0.56 (range 0.00028 to 0.56) and has a mean of 0.09, whereas UL BLER ranges from 0.048 to 0.15 with a mean of 0.089.

Uplink radio conditions are otherwise healthy: UL SNR spans 13.2 dB to 26.9 dB and averages 20.5 dB. Uplink resource usage shows UL NPRB between 5.0 and 32.3 with a mean of 15.6, and PRBs_UL_Current between 0 and 5.5 with a mean of 1.3. UL PRB utilization mirrors that (0 to 5.2, mean 1.3). Downlink resource allocation is more active and variable: PRBs_DL_Current ranges from 12.7 to 67.6 with a mean of 59.2, and PRB_Utilization_DL ranges from 12.0 to 63.8 with a mean of 55.9; both metrics display several sharp drops, the largest downswings occurring around the mid-trace.

Traffic patterns show large, intermittent uplink bursts: TX_Bytes fluctuates between 92,829 Bytes and 445,194 Bytes with a mean of 380,796 Bytes and at least four prominent jumps/drops (the biggest dip fell to 92,829 Bytes). Downlink bytes are much smaller, ranging from 252 Bytes to 19,298 Bytes with a mean of 4,642.2 Bytes. The Estimated UL Buffer varies from 2.1 KB to 1,109.9 KB with an average of 224.7 KB. Packet counts indicate heavier DL packetization (DL_NumberOfPackets 1 to 740, mean 280.7) versus UL (UL_NumberOfPackets 1 to 103, mean 69.5). Finally, transport usage is dominated by TCP: DL traffic was TCP for 96.09% of samples and UL traffic was 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.

What is the condition: jamming or normal operation?

There was no congestion-related degradation.

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 153.462

The period length of PRB_Utilization_UL is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 18108.484

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 409.227

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.518

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.582

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?

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 172.43

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

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

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

The period length of PRBs_DL_Current is 128

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.891

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

What is the average value of PRB_Utilization_UL?

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

Does 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 224.737

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16327.627

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

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

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

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

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

The period length of UL_NumberOfPackets is 128

The variance of TX_Bytes is 8124654348.945

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 280.727

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

The period length of PRB_Utilization_DL is 128

Describe the average trend of PRB_Utilization_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.

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

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

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

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

What is the average value of PRBs_UL_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 2.56

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 69.531


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

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

Cell radio conditions were generally poor to fair: RSRP varied between -119.0 dB and -112.0 dB, with a mean of -116.5 dB. Uplink SNR ranged from 13.7 dB to 27.5 dB, averaging 20.6 dB. Uplink modulation was relatively high (UL_MCS 13.0–16.0, mean 15.3), while downlink modulation stayed lower (DL_MCS 6.0–7.0, mean 6.6).

BLER was low on average but showed important dynamics. DL_BLER spanned 0.007 to 0.78 with a mean of 0.14; it exhibited a sustained downward trend over ~5.8 s (indices 12–70), falling by about 0.65 (to 0.14 between t=5 and t=28) at an average decline of 0.066 per second. UL_BLER ranged from 0.046 to 0.15 with a mean of 0.088.

Radio resource allocation fluctuated: DL PRBs in use (PRBs_DL_Current) ranged 13.8–68.4 with a mean of 60.1 and experienced multiple large jumps—most notably a 52.8-PRB increase to 66.5 early in the trace. DL PRB utilization mirrored this (13.0–64.5 range, mean 56.7) with several sharp increases, the largest being a 49.8-point jump to 62.8. UL PRBs and utilization stayed low (PRBs_UL_Current 0–8.3, mean 1.8; PRB_Utilization_UL 0–7.9, mean 1.7). UL_NPRB showed several spikes and drops, ranging 6.3–82.9 with a mean of 23.5; the largest spike climbed from ~39.8 to 55.0 around t=59–64.

Traffic patterns were bursty. TX_Bytes varied between 93,645 Bytes and 448,763 Bytes with a mean of 382,338.5 Bytes and experienced at least six pronounced jumps/drops, including a notable dip to 93,645 Bytes from a ~292,507-Byte decrease. RX_Bytes ranged 76.0–24,464.0 Bytes with a mean of 7,483.1 Bytes. Estimated_UL_Buffer spanned 38.3–2,147.0 Kilobytes with a mean of 423.6 KB. Packet counts reflected bursts as well: UL_NumberOfPackets ranged 0–190 with a mean of 54.5, while DL_NumberOfPackets ranged 0–1,895 with a mean of 171.1 and included a spike of 1,888 packets up to 1,895 around t=79–87.

Protocol usage was predominantly TCP: DL traffic used TCP in 75% of timestamps and UL traffic in 96.88% of timestamps; UDP was effectively absent. Overall, the trace shows moderate uplink radio quality with low UL PRB consumption, high and variable downlink resource usage, bursty traffic with large TX byte swings and DL packet surges, and improving DL error rates over several seconds.

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

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Select the mobility status: moving or stationary?

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.176

What is the average value of PRB_Utilization_UL?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1171.339

The variance of RX_Bytes is 11702767.517

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

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

Describe the average trend of 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 9.85

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.

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.047

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 16

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 423.607

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 58081.399

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 64572.143

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 137.895

What is the average value of PRBs_DL_Current?

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 154.939

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

What is the average value of PRBs_UL_Current?

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

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

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

The period length of DL_NumberOfPackets is 32

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

The period length of PRB_Utilization_UL is 16

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 54.508

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

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

The period length of PRB_Utilization_DL is 9.85

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 171.148

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

The variance of TX_Bytes is 7382963501.322

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

The period length of UL_NumberOfPackets is 32

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

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

Describe the average trend of 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 RX_Bytes 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.

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.709

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

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


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

Over the capture the downlink RSRP weakens overall, falling between -119.0 dB and -105.0 dB. The average RSRP is -112.3 dB; notably there is a sustained decline spanning indices ~27–94 (~6.7 s) with an average fall of ~1.818 dB/s.

Uplink radio conditions show transient improvements: UL_SNR varies from 15.0 dB to 36.4 dB with a mean of 20.5 dB and a sharp spike of ~15.67 dB to 31.54 dB around indices ~41–43. Uplink MCS rises to as high as 18.0 (range 12.0–18.0, mean 15.0), with a pronounced increase between ~64–76. Downlink MCS stays low and stable between 6.0 and 7.0 with a mean of 6.1.

Error performance is mixed. DL_BLER spans 0.0053–0.86 with a mean of 0.26 and exhibits multiple large jumps and drops (largest spike to 0.9 around ~39–61). UL_BLER ranges from 0.038 to 0.20 with a mean of 0.092 and includes a spike to 0.20 near ~70–84.

Uplink resource assignment and buffer show volatility: UL_NPRB ranges 5.0–29.6 (mean 15.1) and jumps to ~29.56 between ~47–54. Estimated_UL_Buffer varies from 0.7 KB to 420 KB with a mean of 194.8 KB. Active UL PRBs are low (PRBs_UL_Current 0–2.9, mean 1.2) and UL PRB utilization is correspondingly small (0–2.7%, mean 1.1%).

Downlink scheduling and utilization are heavily loaded and bursty. PRBs_DL_Current spans 13.8–67.3 with a mean of 49.4 and shows multiple sharp swings (largest drop to ~14.1 around ~87–93). DL PRB utilization ranges 13.0–63.5% with a mean of 46.6% and similar large dips observed in the same window.

Traffic volume and packet counts are asymmetric: TX_Bytes vary between 90,444 Bytes and 445,114 Bytes with a mean of 299,185.2 Bytes and multiple large jumps/dips (largest drop to ~94,046 Bytes around ~35–53). RX_Bytes range from 168 Bytes to 7,228 Bytes with a mean of 4,011.5 Bytes. UL packet counts span 2–109 (mean 67.8), while DL packet counts span 0–530 (mean 238.3).

Protocol use is predominantly TCP: downstream is TCP for ~93.75% of timestamps and upstream is TCP for 100% of timestamps; UDP is effectively absent.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

This trace shows normal throughput conditions.

Identify the user state: still or in motion?

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.

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?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 194.85

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

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

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 67.797

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

The period length of DL_NumberOfPackets is 42.67

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

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14199.891

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

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

The variance of TX_Bytes is 15098348519.953

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

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

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 238.328

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

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

The period length of PRB_Utilization_DL is 42.67

What is the average value of PRB_Utilization_DL?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 356.085

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7786.516

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.415

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

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

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

The period length of PRBs_DL_Current is 42.67

What is the average value of PRB_Utilization_UL?

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.466

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 400.098

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 747.517