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

RSRP improved steadily between indices ~27 and ~78 (about 5.1 s) at roughly +1.0 dB/s. RSRP values ranged from -117.0 dB to -106.0 dB. The mean RSRP was -113.2 dB.

UL MCS varied between 14.0 and 17.0 with a mean of 15.3. DL MCS ranged from 6.0 to 7.0 and averaged 6.6.

DL BLER showed two notable outage-like spikes (peaking around 0.22 and 0.24); overall DL BLER ranged from 0.0048 to 0.24 and the mean was 0.063. UL BLER ranged from 0.045 to 0.16 with a mean of 0.091.

UL NPRB experienced large allocation jumps (peaks near 51.8 and 55.4); UL NPRB values spanned 6.0 to 55.4 and averaged 21.9. UL SNR varied between 15.2 dB and 26.7 dB, with a mean of 20.8 dB.

TX_Bytes showed at least three major jumps/drops, the largest drop falling to a low of 97,757 Bytes; TX_Bytes ranged from 89,628 Bytes to 445,114 Bytes and the mean was 391,620.9 Bytes. RX_Bytes ranged from 193 Bytes to 16,622 Bytes and averaged 6,957.4 Bytes.

Estimated_UL_Buffer values lay between 638.5 Kilobytes and 1,674.3 Kilobytes, with a mean of 1,213.4 Kilobytes.

PRBs_DL_Current had multiple sharp swings (biggest fall to ~13.8); PRBs_DL_Current ranged from 13.8 to 68.7 and the mean was 61.6. PRBs_UL_Current varied from 0.05 to 4.4 and averaged 1.6.

DL PRB utilization exhibited several pronounced drops (largest down to ~13.0); PRB_Utilization_DL ranged from 13.0% to 64.8% and the mean was 58.1%. PRB_Utilization_UL ranged from 0.047% to 4.2% with a mean of 1.5%.

UL packet counts varied between 9 and 127 packets, mean 83.9. DL packet counts ranged from 0 to 1,000 packets and the mean was 260.4.

Protocol mix was heavily TCP: DL used TCP for 84.38% of samples (UDP 0%), and UL was TCP for 100% of samples (UDP 0%).

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

This segment matches file download traffic.

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

The user changed zones during the session.

Choose the condition: jamming present or not?

Yes, there was movement during this session.

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

Describe the average trend of UL_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.

The variance of UL_NumberOfPackets is 588.148

What is the average value of PRB_Utilization_DL?

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

What is the average value of PRB_Utilization_UL?

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

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

The period length of PRBs_UL_Current is 2.06

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 27997.481

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

Describe the average trend of UL_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.

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

The period length of UL_NumberOfPackets is 18.29

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

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 40324.024

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 83.867

What is the average value of PRBs_UL_Current?

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

Does 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

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

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

The variance of TX_Bytes is 5554742532.58

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

The period length of PRBs_DL_Current is 18.29

What is the average value of PRBs_DL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 260.414

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.596

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

The period length of DL_NumberOfPackets is 2.78

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 111.884

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 125.713

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 9.14

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1213.404

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.


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

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

Radio conditions showed notable variability: RSRP weakened, reaching a minimum of -134.85 dB (maximum -109.0 dB). The average RSRP was -117.2 dB. Uplink modulation (UL_MCS) dropped to a low of 4.95 (observed range 5.0 to 16.0) with a mean of 14.2, while downlink modulation (DL_MCS) ranged from 3.0 to 7.0 and averaged 6.4. Uplink SNR experienced a sharp increase up to 35.07 dB (range 16.6 to 35.1 dB) and averaged 20.9 dB.

Link quality metrics were mixed: DL_BLER exhibited several abrupt jumps and falls, peaking at 0.53 (range 0.011 to 0.53) with a mean of 0.12. UL_BLER ranged from 0.031 to 0.15 and averaged 0.082. Resource allocation was bursty—UL_NPRB spiked to 57.8 (range 2.8 to 57.8) with a mean of 16.5, and PRBs allocated on the downlink (PRBs_DL_Current) varied up to 67 (range 0 to 67) with a mean of 53.0. Correspondingly, PRB_Utilization_DL fluctuated between 0 and 64 and averaged 50.0, while PRBs_UL_Current and PRB_Utilization_UL remained low (ranges 0–5 and 0–4.7, means 1.3 and 1.3 respectively).

Traffic patterns were intermittent: TX_Bytes showed multiple large jumps and drops, hitting a minimum of 0 Bytes and a maximum around 450,000 Bytes, with a mean of 335,014.8 Bytes. RX_Bytes ranged from 0 to ~12,000 Bytes and averaged 4,572.2 Bytes. The Estimated_UL_Buffer varied from 1.0 to 581.1 Kilobytes with a mean of 223.4 KB. Packet counts reflected similar bursts: UL_NumberOfPackets ranged 0–160 (mean 61.2) and DL_NumberOfPackets ranged 0–940 (mean 210.4).

Protocol usage was dominated by TCP: DL_Protocol was TCP for 89.06% of samples and UL_Protocol was TCP for 87.50% of samples (UDP usage negligible). Overall, the trace indicates intermittent high uplink resource demand, variable radio quality with periods of poor RSRP and elevated DL_BLER, and TCP-dominated traffic.

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

What is the condition: jamming or normal operation?

There was no congestion-related degradation.

Was the user stationary or in motion during this window?

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

The variance of PRB_Utilization_DL is 318.151

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

The period length of PRBs_DL_Current is 25.6

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.692

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

The period length of UL_NumberOfPackets is 64

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

The period length of PRB_Utilization_DL is 25.6

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

The variance of PRBs_DL_Current is 357.475

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.954

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.

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 223.374

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

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

The period length of PRB_Utilization_UL is 25.6

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 14.22

What is the average value of PRBs_UL_Current?

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 210.375

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1058.267

What is the average value of PRBs_DL_Current?

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

The period length of DL_NumberOfPackets is 64

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24553.559

The variance of TX_Bytes is 15324991343.659

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11869.852

Does UL_NPRB 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 61.219

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

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

Describe the average trend of 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 25.6

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.778

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.

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_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.

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.


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

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

RSRP remained low and stable, ranging from -121.0 dB to -116.0 dB. The average RSRP was -119.0 dB. UL MCS varied widely between 0 and 16, with a mean of 10.5; it dropped to 0 between t≈9–35 and later rose to 16 around t≈49–75. DL MCS stayed tight between 6.0 and 7.0, averaging 6.3.

DL BLER showed notable dynamics: values spanned 0.016 to 0.41 with a mean of 0.17. There was a sustained downward trend over ~6.6 s (indices 45–111) averaging a decline of 0.052 per second, but brief spikes occurred (to ~0.34 around t≈60–73 and to ~0.41 around t≈121–127). UL BLER ranged from 0.019 to 0.18 and averaged 0.087.

UL NPRB was highly variable (5.4 to 80.1, mean 24.6) with multiple large jumps and drops; the largest spike increased to 80.1 between t≈25–32. UL SNR varied between 12.4 dB and 24.2 dB with a mean of 20.1 dB.

Transmit traffic (TX_Bytes) was bursty: values ranged from 92,829 Bytes to 445,114 Bytes with a mean of 336,885.2 Bytes and multiple abrupt changes, including a largest drop to ~96,030 Bytes around t≈119–127. Received traffic (RX_Bytes) ranged from 209 Bytes to 26,066 Bytes with a mean of 6,714.6 Bytes. Estimated UL buffer varied between 11.6 Kilobytes and 3,149.6 Kilobytes, average 407.9 Kilobytes.

Downlink PRB allocation and utilization were generally high but intermittent: PRBs_DL_Current ranged 14.8–68.7 with a mean of 55.3 and showed several pronounced jumps/dips (largest dip to 14.8 around t≈58–67). PRB_Utilization_DL ranged 14.0–64.8 with a mean of 52.2 and mirrored those fluctuations. Uplink PRBs and utilization were mostly low but had sharp spikes: PRBs_UL_Current ranged 0.05–73.0 with a mean of 4.6, and PRB_Utilization_UL ranged 0.047–69.0 with a mean of 4.3; the largest uplink spikes reached ~31 and ~73 PRBs and ~69% utilization respectively.

Packet counts varied: UL packets ranged from 0 to 190 with a mean of 69.5, DL packets from 0 to 960 with a mean of 184.4. Transport layer usage was dominated by TCP: DL used TCP for 94.53% of timestamps and UL used TCP for 99.22%; UDP presence was effectively nil.

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

File download was the primary application used.

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Was the network congested or operating normally?

Was the user static or moving across locations?

The variance of TX_Bytes is 10074387866.503

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

The variance of RX_Bytes is 12752705.365

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 212.944

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

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

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

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

The period length of UL_NumberOfPackets is 42.67

What is the average value of PRB_Utilization_UL?

What is the average value of UL_NumberOfPackets?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 184.422

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 11.64

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

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

Describe the average trend of UL_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 1473.087

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

What is the average value of PRBs_UL_Current?

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

The period length of DL_NumberOfPackets is 11.64

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24170.435

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 407.925

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

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

The period length of PRBs_UL_Current is 128

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

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

The period length of PRB_Utilization_DL is 11.64

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 60.709

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 239.264

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

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

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

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

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 32

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

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

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 52.201

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 140236.288

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

The period length of PRB_Utilization_UL is 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 68.211


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

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

Over the trace the downlink received power was consistently poor, with RSRP ranging from -121.0 dB to -115.0 dB. The average RSRP was -117.1 dB. Uplink modulation and coding showed a wide spread: UL_MCS ranged from 0 to 17 with a mean of 13.0, including a sustained drop to 0 between t≈12–35. Downlink MCS stayed narrow, between 6.0 and 7.0 with a mean of 6.1.

Downlink BLER was highly variable, spanning 0.012 to 0.97 with a mean of 0.38, and experienced multiple sharp jumps and falls (the largest fall reached 0.3 around t≈110–127). Uplink BLER was lower and tighter, from 0.024 to 0.18 with a mean of 0.086.

Uplink radio resources and SNR showed intermittent heavy loading and bursts. UL_NPRB varied between 5.0 and 71.1 with a mean of 17.7, including frequent large spikes (one to 71.1 around t≈94–99). UL_SNR ranged from 14.0 dB to 36.8 dB with a mean of 20.6 dB and showed several abrupt increases (one to 36.8 dB around t≈80–88). Current DL PRBs observed between 13.8 and 67.0 with a mean of 43.5, and PRB utilization on DL tracked that activity, ranging 13.0% to 63.3% with a mean of 41.1% and several pronounced jumps (notably up to ~63.3% near t≈109–123). UL PRBs and UL PRB utilization were mostly idle but had brief spikes: PRBs_UL_Current between 0 and 31 with mean 1.9, and PRB_Utilization_UL between 0% and 29% with mean 1.8%, both peaking around t≈17–22.

Traffic volume and buffering show asymmetric behavior: transmitted bytes (TX_Bytes) varied from 90,845 Bytes to 441,465 Bytes with a mean of 261,655.6 Bytes and multiple large fluctuations (a big dip down to ~92,829 Bytes around t≈61–70). Received bytes (RX_Bytes) were much lower, ranging 47.0 Bytes to 19,961.0 Bytes with a mean of 4,600.4 Bytes. The estimated uplink buffer ranged from 1.4 KB to 1,092.0 KB with a mean of 238.0 KB, indicating occasional uplink queuing. Packet counts reflect bursty downlink: DL_NumberOfPackets ranged 0 to 1,310 with a mean of 169.7 and a sharp spike to 1,310 around t≈21–27; UL_NumberOfPackets ranged 0 to 170 with a mean of 52.3.

Protocol mix was dominated by TCP: DL traffic used TCP for ~81.25% of timestamps, and UL traffic used TCP for ~99.22% of timestamps; UDP was effectively absent. Overall, the session shows weak DL radio conditions (low RSRP and elevated DL_BLER), bursty DL throughput, intermittent uplink resource spikes accompanied by high UL SNR, and episodic uplink buffering.

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.

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

There was no congestion-related degradation.

Yes, there was movement during this session.

The variance of PRBs_UL_Current is 11.282

The variance of RX_Bytes is 12664715.516

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 2.21

What is the average value of PRBs_DL_Current?

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 128

What is the average value of PRB_Utilization_UL?

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

Describe the average trend of 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 238.022

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 41.058

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

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

What is the average value of 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.

The variance of TX_Bytes is 16529443147.05

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

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

The period length of PRBs_UL_Current is 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_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 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 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 PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 62616.89

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 169.734

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

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

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

Describe the average trend of UL_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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 43302.391

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

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

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

The period length of PRB_Utilization_UL is 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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 459.556

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 10.041

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 409.002

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1445.823

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 52.312

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


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

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

RSRP showed a brief improvement early in the trace, rising by 9.58 dB to a peak of -110.42 dB around t≈30. Over the session RSRP ranged between -120.0 dB and -110.4 dB. The mean RSRP was -117.7 dB.

Uplink modulation and link quality were variable: UL_MCS experienced multiple large excursions (including a fall to 1.1), with values spanning 1.1 to 18.0 and a mean of 12.3. UL_SNR varied from 11.1 dB up to 29.5 dB, averaging 20.3 dB. UL_BLER spiked to 0.26 during one event; UL_BLER ranged from 0.012 to 0.26 with a mean of 0.09.

Downlink modulation and reliability were stable but showed intermittent BLER peaks. DL_MCS stayed tightly between 6.0 and 7.0 with a mean of 6.4. DL_BLER had notable jumps (one up to 0.41) and overall ranged from 0.0096 to 0.41, mean 0.13.

Resource allocation and utilization showed concentrated DL capacity with sparse UL usage. UL_NPRB fluctuated with several large shifts, covering 5.0 to 99.0 PRBs and averaging 24.0 PRBs. PRBs_DL_Current varied between 13.8 and 68.4 with a mean of 58.4. PRBs_UL_Current ranged from 0 to 27 and averaged 2.3. Correspondingly, PRB_Utilization_DL ranged 13.0–64.5 (%) with mean 55.1%, while PRB_Utilization_UL was between 0 and 26 (%) with mean 2.1%. A short burst increased PRBs/PRB utilization on the uplink (spike to ~27 PRBs and ~25.7% utilization).

Traffic volumes were downlink-dominated. TX_Bytes (uplink transmitted bytes) had several large swings, spanning 89,628 Bytes to 445,114 Bytes with a mean of 364,703.6 Bytes. RX_Bytes ranged from 128 Bytes to 17,641 Bytes with a mean of 6,691.9 Bytes. The estimated uplink buffer varied between 220.3 KB and 3,230.6 KB, mean 1,181.0 KB. Packet counts reflected similar asymmetry: UL_NumberOfPackets ranged 0–190 with mean 77.5, while DL_NumberOfPackets ranged 0–940 with mean 220.5.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 93.75% of timestamps and UL_Protocol was TCP for 96.88% of timestamps (UDP usage negligible).

Overall: the trace shows modest RSRP, good but variable uplink SNR with intermittent high UL_BLER and DL_BLER spikes, concentrated downlink resource use and throughput, and largely TCP traffic.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Is this a congested or uncongested session?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.086

The variance of TX_Bytes is 7946334420.959

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

What is the average value of PRBs_DL_Current?

What is the average value of PRBs_UL_Current?

The variance of PRB_Utilization_DL is 162.072

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

The period length of DL_NumberOfPackets is 2.67

The variance of UL_NumberOfPackets is 1301.952

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

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

The period length of PRBs_DL_Current is 7.53

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_UL?

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 182.104

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 8.224

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_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 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 89606.748

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

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

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.

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

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

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

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

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

The period length of PRB_Utilization_DL is 7.53

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

Describe the average trend of UL_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 7.32

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1181.039

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 42.67

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 77.469

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

The period length of Estimated_UL_Buffer is 128

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 220.453

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 34330.029

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

The period length of PRB_Utilization_UL is 42.67


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

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

RSRP was consistently poor, ranging between -113.0 dB and -107.0 dB. The average RSRP was -110.3 dB.

Uplink MCS showed several sharp transitions, including a notable fall to 5.8 around the mid-window. UL_MCS values ranged from 5.8 to 18.0 with a mean of 14.1. Downlink MCS remained low and stable, spanning 2.7 to 7.0 with an average of 6.5.

Downlink BLER experienced two major spikes (one reaching 0.52 and another near 0.28). DL_BLER ranged from 0.00077 to 0.52 and the mean DL_BLER was 0.13. Uplink BLER was lower and less variable, ranging from 0.041 to 0.22 with a mean of 0.095.

UL_SNR was healthy overall, between 12.1 dB and 30.6 dB; mean UL_SNR was 20.1 dB. Uplink resource allocation (UL_NPRB) varied from 5.0 to 42.7 PRBs with a mean of 22.0. Current UL PRBs in use were low, ranging 0 to 3.9 with a mean of 1.3, and PRB utilization on uplink mirrored that (0 to 3.7, mean 1.3).

Downlink resource usage showed abrupt changes with multiple jumps; PRBs_DL_Current varied from 0 to 67 with a mean of 55.0. DL PRB utilization ranged from 0% to 64% and averaged 51.9%.

Traffic and buffer patterns: uplink transmit bytes were bursty with several large drops to zero; TX_Bytes ranged from 0 Bytes to 450,000 Bytes and averaged 358,986.6 Bytes. RX_Bytes were much smaller, between 0 Bytes and 9,900 Bytes with a mean of 4,643.1 Bytes. Estimated UL buffer occupancy varied from 29.6 KB to 698.5 KB with an average of 300.7 KB.

Packet counts: UL_NumberOfPackets ranged 0 to 120 with a mean of 63.3, while DL_NumberOfPackets ranged 0 to 900 with a mean of 247.5.

Transport layer usage was overwhelmingly TCP: DL_Protocol was TCP for 92.97% of samples and UL_Protocol was TCP for 96.88% of samples.

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

File download was the primary application used.

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.

There was no congestion-related degradation.

Yes, there was movement during this session.

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

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

The mean of DL_NumberOfPackets is 247.469

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 average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.869

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

What is the average value of PRBs_UL_Current?

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

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

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

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

The period length of UL_NumberOfPackets is 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 348.098

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 300.736

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

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

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 variance of TX_Bytes is 15030285275.612

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.563

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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.501

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 26373.763

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 63.281

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 14917.074

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

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

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

The period length of PRBs_DL_Current is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 649.322

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.

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

The period length of PRB_Utilization_UL is 42.67

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

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

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

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

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

The period length of DL_NumberOfPackets is 128

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

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

The period length of PRBs_UL_Current is 42.67

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 309.805


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

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

RSRP stayed weak but stable, ranging between -114.0 dB and -107.0 dB. Its average level was -110.6 dB. UL MCS showed two notable declines, falling to 11.0 and later to 5.85; overall UL_MCS ranged from 5.8 to 18.0 with a mean of 14.2. DL MCS was low, between 2.7 and 7.0 with an average of 6.6.

Downlink BLER exhibited a large transient increase, peaking at 0.52; DL_BLER ranged from 0.00077 to 0.52 and averaged 0.11. Uplink BLER also spiked to 0.22 during one interval; UL_BLER ranged from 0.041 to 0.22 with a mean of 0.091. UL SNR was moderate to good, spanning 12.1 dB to 30.1 dB and averaging 20.2 dB.

Uplink resource usage fluctuated: UL_NPRB varied from 5.0 to 42.7 with a mean of 19.8, while PRBs_UL_Current ranged from 0 to 3.9 and averaged 1.4. PRB utilization mirrored this—PRB_Utilization_UL ranged 0 to 3.7 with a mean of 1.3. On the downlink, PRBs and utilization were heavily loaded at times: PRBs_DL_Current ranged from 0 to 68 and averaged 55.8; PRB_Utilization_DL ranged from 0 to 64 with a mean of 52.7, including a large jump up to 65.5.

Traffic and buffer indicators showed burstiness. TX_Bytes underwent multiple large jumps and drops, reaching as high as 450,000 Bytes and dropping to 0; TX_Bytes ranged from 0 to 450,000 Bytes with a mean around 370,077.6 Bytes. RX_Bytes ranged from 0 to 9,900 Bytes with a mean of 4,874.2 Bytes. The Estimated_UL_Buffer varied between 29.6 KB and 657.7 KB and averaged 265.3 KB. Packet counts reflect the asymmetry: UL_NumberOfPackets ranged 0 to 130 with a mean of 71.9, while DL_NumberOfPackets ranged 0 to 900 with a mean of 256.7.

Finally, transport was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of timestamps and UL_Protocol for 96.88% of timestamps.

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

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

The user was transitioning between zones.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

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

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_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 71.906

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 20010.634

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 PRB_Utilization_DL is 281.072

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

What is the average value of PRB_Utilization_DL?

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7597.89

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.594

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

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

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

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

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

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

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

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

The variance of TX_Bytes is 14209953998.532

What is the average value of PRBs_DL_Current?

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

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 315.813

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

The period length of UL_NumberOfPackets is 128

What is the average value of PRBs_UL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 717.298

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 265.267

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 256.664

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

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

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

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

The period length of Estimated_UL_Buffer is 42.67

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

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

The period length of PRBs_DL_Current is 128

What is the average value of PRB_Utilization_UL?

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 0.529


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

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

The radio link shows consistently weak RSRP, ranging from -119.0 dB to -115.0 dB with a mean of -116.8 dB. Uplink SNR is healthy, between 17.0 dB and 25.2 dB; its average is 20.4 dB. Uplink modulation (UL_MCS) moved up to the protocol ceiling early, spanning 0 to 18 with a mean of 14.5. Downlink MCS stayed low and tight, between 6.0 and 7.0 with a mean of 6.7.

Downlink BLER exhibited an intermittent spike (up to 0.28); overall DL_BLER ranged from 0.00061 to 0.28 and averaged 0.053. Uplink BLER was higher on average, ranging from 0.018 to 0.16 with a mean of 0.081.

Resource allocation shows variable uplink PRBs and utilization: UL_NPRB varied from 6.2 to 38.2 with a mean of 18.0, while PRBs_UL_Current ranged from 0.05 to 26 and averaged 1.8. UL PRB utilization was generally very low, between 0.047% and 25% with a mean of 1.7%; it briefly dropped early in the trace. Downlink PRBs and utilization were largely loaded but experienced a sharp dip mid-trace: PRBs_DL_Current ranged from 14.1 to 68.1 with a mean of 62.1, and PRB_Utilization_DL ranged from 13.3% to 64.3% with a mean of 58.6%. PRB_Utilization_DL fell to as low as 13.25% during the same interval that PRBs_DL_Current decreased.

Traffic shows substantial uplink buffers and bursty TX throughput. Estimated_UL_Buffer ranged from 33.6 KB to 1655.9 KB and averaged 283.7 KB, indicating transient uplink queuing. TX_Bytes varied between 93,645 Bytes and 448,763 Bytes with a mean of 405,571.2 Bytes, and experienced notable dips mid-trace. RX_Bytes were much smaller, ranging from 1,113 Bytes to 14,228 Bytes with a mean of 5,328 Bytes. Packet counts reflect the same asymmetry: UL_NumberOfPackets ranged from 0 to 170 with a mean of 74.9, and DL_NumberOfPackets ranged from 0 to 730 with a mean of 242.7.

Protocol usage was overwhelmingly TCP in both directions (TCP present for 99.22% of timestamps; UDP negligible). Overall, the site exhibits poor downlink signal strength but good uplink SNR, high downlink resource loading with occasional capacity drops, intermittent downlink BLER spikes, and sporadic uplink buffering and TX throughput fluctuations that may warrant investigation.

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

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

Zone localization is unclear due to mobility.

Choose the condition: congestion or no congestion?

Select the mobility status: moving or stationary?

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 74.852

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 58.568

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 672.883

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

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

Describe the average trend of UL_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.

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 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 5.917

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

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

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

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

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

The period length of DL_NumberOfPackets is 128

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

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

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

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

The period length of UL_NumberOfPackets is 8.53

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 31512.187

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 9.14

The variance of TX_Bytes is 3540659502.334

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 61.593

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 5.266

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 8055.739

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 283.675

What is the average value of PRBs_UL_Current?

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

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

The period length of PRB_Utilization_DL is 128

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 69.206

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 242.656

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

What is the average value of PRBs_DL_Current?

Describe the average trend of UL_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.

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

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

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

What is the average value of PRB_Utilization_UL?


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

RSRP showed a notable deterioration then recovery: it fell to a minimum of -131.65 dB and later rose to a maximum of -109.0 dB. The mean RSRP was -114.1 dB. Uplink radio quality and scheduling varied: UL_SNR ranged from 15.4 dB to 44.5 dB with a mean of 21.6 dB, and UL_MCS spanned 6.0 to 17.0 (mean 14.0), with a sustained low MCS segment observed mid-trace. Downlink MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.4.

Error and retransmission indicators fluctuated. DL_BLER ranged between 0.007 and 0.97 (mean 0.34), including a high BLER period near 0.70 and later drops toward 0.12. UL_BLER varied from 0.019 to 0.20 with a mean of 0.087.

Resource allocation saw large swings: UL_NPRB varied from 4.6 to 50.8 (mean 19.9) with multiple pronounced spikes (largest to 50.8). PRBs_DL_Current covered 0 to 68 (mean 44.2) and PRB_Utilization_DL covered 0 to 64 (mean 41.7), both showing several sharp drops to zero. Uplink PRBs and utilization remained low overall: PRBs_UL_Current 0 to 10 (mean 1.6) and PRB_Utilization_UL 0 to 9.5 (mean 1.5).

Traffic and buffer metrics indicate bursty uplink transmission and modest downlink volume. TX_Bytes ranged from 0 to 450,000 Bytes with a mean of 278,763.5 Bytes and experienced multiple abrupt jumps and a large drop to zero. RX_Bytes ranged from 0 to 18,000 Bytes with a mean of 5,857.2 Bytes. Estimated_UL_Buffer spanned 0 to 1,100 Kilobytes with a mean of 319.5 KB. Packet counts reflected this burstiness: UL_NumberOfPackets from 0 to 190 (mean 69.4) and DL_NumberOfPackets from 0 to 950 (mean 212.3).

Protocol usage was dominated by TCP: DL_Protocol was TCP for 85.94% of timestamps and UL_Protocol was TCP for 86.72%; UDP usage was effectively absent. Overall, the trace shows intermittent radio quality swings, episodic high uplink resource usage and bursts of TX traffic, with corresponding BLER volatility impacting DL performance.

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

Identify the congestion status: normal or overloaded?

Identify the user state: still or in motion?

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

The period length of PRB_Utilization_UL is 12.8

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1999.915

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

The variance of RX_Bytes is 10074719.408

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 RX_Bytes 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 12.8

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 212.297

The variance of TX_Bytes is 24811731589.748

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

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

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

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 69.352

What is the average value of PRBs_UL_Current?

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

The period length of Estimated_UL_Buffer is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 32413.949

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

The period length of DL_NumberOfPackets is 128

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

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.003

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 41.744

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 319.491

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

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

The period length of PRBs_DL_Current is 128

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.783

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 23455.124

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.

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

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

The period length of PRB_Utilization_DL is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 562.523

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 500.642


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

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

RSRP improved steadily over a short interval, rising between indices ~48–104 (≈5.6 s) at about +1.042 dB/s. RSRP ranged from -116.0 dB to -106.0 dB. The mean RSRP was -112.3 dB.

Uplink MCS showed a pronounced drop to 0 (a decrease of 15 points) around t≈38–62. UL_MCS values spanned 0 to 17 with a mean of 13.3. Downlink MCS stayed tight between 6.0 and 7.0, averaging 6.7.

Downlink BLER experienced a transient spike up to 0.46 (increase ≈0.45) near t≈84–107. DL_BLER ranged from 0.0025 to 0.46 and averaged 0.076. Uplink BLER ranged from 0.013 to 0.19 with a mean of 0.085.

UL resource usage showed large, abrupt changes: UL_NPRB surged to peaks around 49.3 and 55.0 during short bursts (~t=44–51). UL_NPRB ranged from 5.0 to 55.0 and averaged 24.9. PRBs_UL_Current similarly spiked to about 54.34 (range 0 to 54, mean 3.8). Corresponding UL PRB utilization jumped to ~51.27 (range 0 to 51, mean 3.6).

DL resource allocation also exhibited major variability with multiple jumps and drops; PRBs_DL_Current varied from 13.8 to 69.7 and averaged 60.6, and DL PRB utilization ranged from 13.0 to 65.8 with a mean of 57.2. These drops included a notable decline to ~13.8 around t≈78–89.

UL SNR fell sharply in a short window, reaching a low near 9.15 (drop ≈18.9) around t≈89–93. UL_SNR ranged from 9.2 dB to 28.0 dB and averaged 20.3 dB.

Traffic and buffering: uplink transmitted bytes showed several large jumps and the largest fall reduced TX_Bytes to ~92,829 Bytes from a peak near 448,843 Bytes. TX_Bytes ranged from 92,829 Bytes to 448,843 Bytes and averaged 393,659.5 Bytes. Downlink RX_Bytes ranged from 80.0 Bytes to 21,086.0 Bytes with a mean of 7,187.9 Bytes. Estimated_UL_Buffer ranged 0 to 6,300.0 Kilobytes with a mean of 529.2 KB.

Packet counts: UL_NumberOfPackets ranged 14 to 154 with a mean of 90.8; DL_NumberOfPackets ranged 0 to 830 with a mean of 276.5.

Protocol mix was dominated by TCP: DL traffic was TCP for ~95.31% of samples (UDP negligible), and UL was TCP for 100% of timestamps.

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

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

The user changed zones during the session.

Choose the condition: jamming present or not?

Was the network congested or operating normally?

From static or mobile, which best describes the user?

The user was mobile during this session.

The variance of TX_Bytes is 7638116589.197

Does UL_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 128

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

The period length of PRBs_DL_Current is 18.29

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

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

Describe the average trend of 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_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 PRB_Utilization_DL is 143.513

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.181

Does UL_NPRB 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 276.523

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 688574.959

What is the average value of PRB_Utilization_UL?

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

The period length of UL_NumberOfPackets is 18.29

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 32

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

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

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

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

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

The period length of PRB_Utilization_UL is 128

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 529.248

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

The period length of DL_NumberOfPackets is 2.67

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 55.872

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 90.781

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

Describe the average trend of UL_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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 25400.866

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 161.252

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 62.776

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

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

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 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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 566.55

What is the average value of PRBs_UL_Current?