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

The trace shows a relatively weak but stable downlink signal with RSRP between -115.0 dB and -106.0 dB; the average RSRP is -110.3 dB. Uplink modulation was moderate, with UL MCS ranging from 13.0 to 16.0 and a mean of 14.5, while downlink modulation remained low at DL MCS between 6.0 and 7.0 with a mean of 6.3. Downlink BLER exhibited volatility—values spiked and fell during the capture—overall ranging from 0.0029 to 1.0 and averaging 0.43. Uplink BLER was steadier, ranging from 0.042 to 0.15 with a mean of 0.08.

Radio resource allocation on the uplink was bursty: UL NPRB varied between 5.0 and 72.4 with a mean of 15.7 and showed several sharp jumps (the largest reaching 72.4). Correspondingly, UL SNR experienced a pronounced spike, spanning 16.3 dB to 35.0 dB and averaging 20.7 dB. Downlink PRB use also fluctuated, with PRBs_DL_Current between 13.0 and 67.3 and a mean of 39.1, and PRB_Utilization_DL between 12.3% and 63.5% with a mean of 36.9%; uplink PRB counts and utilization remained very low (PRBs_UL_Current 0 to 3.2, mean 1.1; PRB_Utilization_UL 0 to 3, mean 1.0).

Traffic volumes showed large uplink bursts: TX_Bytes ranged from 90,444 Bytes to 445,194 Bytes with an average of 249,601 Bytes and several prominent jumps and drops (one major drop down to ~102,432 Bytes). RX_Bytes were much smaller, between 84 Bytes and 7,933 Bytes with a mean of 3,823.9 Bytes. The estimated uplink buffer size varied widely from 1.4 Kilobytes to 480.8 Kilobytes and averaged 184.1 Kilobytes. Packet counts reflect heavier downlink activity: UL_NumberOfPackets ranged from 2.0 to 104.0 (mean 50.9), while DL_NumberOfPackets ranged from 0 to 960 with a mean of 236.0.

From a protocol perspective, uplink traffic was exclusively TCP (100.0% of timestamps). Downlink was TCP for the majority of timestamps (78.12%); UDP was not observed. Overall, the session is characterized by low RSRP, intermittent uplink capacity spikes and buffer build-up, high variability in DL BLER, and dominant TCP traffic.

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

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

Zone localization is unclear due to mobility.

Did the user experience jamming or normal signal quality?

This trace shows normal throughput conditions.

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

The variance of DL_NumberOfPackets is 25394.362

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 36.925

Does DL_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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 459.487

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.722

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.643

What is the average value of PRBs_DL_Current?

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

The period length of UL_NumberOfPackets is 128

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

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

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

The variance of TX_Bytes is 23455949198.653

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

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

The period length of DL_NumberOfPackets is 128

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.

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 236.016

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

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 UL_NPRB 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.

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

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

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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11433.478

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 941.748

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 516.28

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

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

The period length of PRB_Utilization_DL is 128

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 184.107

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 50.875

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


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

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

The link showed a notable degradation in downlink signal strength and modulation performance with significant uplink load variability. RSRP fell to a minimum of -138.0 dB and reached a maximum of -112.0 dB. The mean RSRP was -116.9 dB. UL_MCS varied between 6.0 and 16.0 with a mean of 13.8, dropping to a low of 6 during the worst interval. DL_MCS ranged from 0 to 11 with a mean of 5.8 and experienced a fall to 0 at its trough.

Error performance and retransmission pressure increased at times: DL_BLER spanned 0.00061 to 0.35 (mean 0.07), with spikes reaching 0.28–0.35 during two separate intervals. UL_BLER ranged from 0.048 to 0.53 with a mean of 0.12 and showed a jump to 0.53 in the same deterioration period. Uplink radio resources and quality showed bursts: UL_NPRB varied between 5.0 and 50.6 (mean 17.1) and UL_SNR was between 17.0 dB and 27.9 dB with a mean of 20.4 dB.

Traffic and buffer dynamics were pronounced on the uplink. TX_Bytes ranged from 17,667 Bytes to 1,046,545 Bytes with a mean of 366,767 Bytes and included multiple prominent jumps (the largest to ~1,046,545 Bytes). RX_Bytes ranged 64 Bytes to 8,099 Bytes with a mean of 4,386.3 Bytes. Estimated_UL_Buffer varied from 7.7 Kilobytes to 887.5 Kilobytes and averaged 232.7 Kilobytes, indicating intermittent uplink queuing.

Downlink resource allocation fluctuated substantially: PRBs_DL_Current moved between 14.1 and 68.1 (mean 60.5) and PRB_Utilization_DL between 13.3% and 64.3% (mean 57.1%), with pronounced dips early in the trace. Uplink PRBs and utilization were low, with PRBs_UL_Current from 0.05 to 6 (mean 1.4) and PRB_Utilization_UL from 0.047% to 5.7% (mean 1.3%). Packet counts reflected asymmetric load: UL_NumberOfPackets ranged 0 to 160 with a mean of 70.4, while DL_NumberOfPackets ranged 0 to 730 with a mean of 264.8.

Protocol usage was overwhelmingly TCP: DL traffic was TCP 100% of the time; UL was TCP 98.44% of timestamps (UDP 0%). Overall, the trace indicates weakened downlink radio conditions and intermittent uplink congestion with high TX bursts and elevated BLER episodes that likely impacted throughput and retransmissions.

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

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Is this a congested or uncongested session?

From static or mobile, which best describes the user?

The user was mobile during this session.

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

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

What is the 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.

The variance of TX_Bytes is 30727998556.141

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 264.797

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.

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

What is the average value of PRB_Utilization_UL?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 122.925

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

What is the average value of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.075

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 793.823

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

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

The period length of DL_NumberOfPackets is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16869.076

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 6426.919

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.537

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.

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 232.712

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

The period length of PRBs_DL_Current is 16

Does 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.

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 138.119

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.604

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.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 70.359

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

The period length of PRB_Utilization_UL is 128

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

The period length of UL_NumberOfPackets is 128

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 16


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 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 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 TCP TCP TCP TCP TCP TCP

RSRP was generally low with multiple abrupt changes, including a pronounced spike up to -95.8 dB (observed near the t≈60–71 window). RSRP ranged between -124.0 dB and -95.8 dB. The mean RSRP was -119.9 dB.

Uplink MCS fluctuated widely, touching the floor at 0 and peaking at 16. UL_MCS ranged from 0 to 16 and had a mean of 3.6. Downlink MCS remained mostly elevated but dipped briefly; DL_MCS ranged from 0.24 to 7 with a mean of 6.0.

Downlink BLER trended upward over a sustained interval (indices ~15–76) with an average rise of ~0.110 per second, then fell to a low near 0.13 later. DL_BLER ranged between 0.031 and 0.86. The mean DL_BLER was 0.37. Uplink BLER stayed low overall, ranging from 0.012 to 0.29 with a mean of 0.12.

Uplink PRB counts and utilization showed frequent, large swings. UL_NPRB varied between 0.84 and 80 with a mean of 36.9, and UL_SNR was between 9.7 dB and 27.8 dB with a mean of 20.0 dB. PRBs allocated on DL ranged from 0 to 69 with a mean of 46.3, while PRBs on UL ranged from 0 to 68 with a mean of 13.8. DL PRB utilization spanned 0 to 65 with a mean of 43.7; UL PRB utilization spanned 0 to 64 with a mean of 13.0.

Traffic and buffer metrics were bursty: TX_Bytes experienced several large jumps and falls, hitting 0 Bytes at times and reaching up to approximately 470,000 Bytes; TX_Bytes ranged from 0 to 4.7e+05 with a mean of 272,103.1 Bytes. RX_Bytes ranged from 0 to 1.4e+04 with a mean of 4,948.8 Bytes. Estimated uplink buffer occupancy varied between 0.8 KB and 2.4e+03 KB and averaged 409.2 KB. Uplink packet counts ranged from 0 to 180 (mean 57.8) and downlink packet counts from 0 to 620 (mean 170.0).

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 96.09% of samples and UL for 97.66%; UDP was effectively absent.

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

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

The user changed zones during the session.

Was 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.

Was the user stationary or in motion during this window?

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

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

What is the average value of PRB_Utilization_UL?

The mean of PRB_Utilization_UL is 13.018

Does DL_NumberOfPackets 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 127061.659

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 409.216

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 306.183

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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 202.216

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

Does PRBs_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 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 170.047

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 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 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 43.667

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1813.771

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

The period length of PRBs_UL_Current is 128

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.844

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 13938.848

What is the average value of PRBs_DL_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 21.33

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 344.028

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 227.209

What is the average value of PRBs_UL_Current?

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

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

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

The period length of PRB_Utilization_UL is 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.

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

The variance of TX_Bytes is 12599441663.008

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

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

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

The period length of PRB_Utilization_DL is 128

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

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

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


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

The radio link shows generally weak downlink signal strength with RSRP ranging from -119.0 dB to -110.0 dB and an average of -115.5 dB. Uplink channel quality (UL_SNR) varied notably, spanning 15.9 dB to 45.3 dB with a mean of 21.6 dB, including multiple sharp spikes (the largest reaching 45.3 dB). Uplink modulation (UL_MCS) fluctuated between 0 and 17 with a mean of 13.0 and experienced two pronounced drops to 0. DL_MCS remained steady at 6.0.

Link-layer error behavior was mixed: DL_BLER ranged from 0.091 to 1.0 with a mean of 0.6 and showed several large jumps and falls (the most significant decline reached 0.2), while UL_BLER stayed low, between 0.012 and 0.16 with a mean of 0.083. Uplink resource allocation (UL_NPRB) swung widely from 5.0 to 78.5 PRBs, mean 16.1, with multiple large spikes (peak 78.5). Downlink PRB assignment (PRBs_DL_Current) varied from 11.7 to 67.6 with a mean of 38.5 and exhibited several big dips (lowest ~13.8). DL PRB utilization ranged 11.0%–63.8% with a mean of 36.4% and mirrored those large drops; UL PRB utilization was mostly idle but reached up to 19% (range 0–19%, mean 1.7%).

Throughput and buffer metrics show bursty uplink traffic: TX_Bytes varied from 92,829 Bytes to 390,506 Bytes with a mean of 229,775.7 Bytes and multiple large jumps (largest to 390,506 Bytes). RX_Bytes was lower, ranging 76.0 Bytes to 13,153.0 Bytes with a mean of 3,664.8 Bytes. The estimated uplink buffer spanned 0.56 KB to 1,700 KB with a mean of 190.3 KB, indicating intermittent build-ups. Packet counts reflect the same burstiness: UL_NumberOfPackets ranged 1.0–98.0 (mean 39.7) and DL_NumberOfPackets ranged 0–870 (mean 95.2).

Protocol usage was dominated by TCP: uplink traffic was TCP for 100% of samples; downlink was TCP for 50% of samples (UDP absent). Overall, the trace indicates unstable resource and error conditions on the downlink with intermittent high-capacity uplink bursts and occasional congestion in the uplink buffer.

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

Did the user experience jamming or normal signal quality?

From static or mobile, which best describes the user?

The user was mobile during this session.

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 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 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 32

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 445.699

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

The period length of PRB_Utilization_DL is 32

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 42365.062

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 95.156

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 7.045

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 7.916

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_SNR 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 190.346

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

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

The period length of DL_NumberOfPackets is 2.56

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 34068.183

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_UL?

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

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

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.

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

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

Does TX_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 500.789

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 39.734

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 670.008

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_DL?

The mean of PRB_Utilization_DL is 36.357

The variance of TX_Bytes is 17885229783.971

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


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

RSRP stayed consistently poor, ranging from -117.0 dB to -112.0 dB with a mean of -115.5 dB. Uplink and downlink modulation and coding showed moderate capacity: UL MCS varied between 13.0 and 18.0 (mean 15.2), while DL MCS ranged from 6.0 to 7.0 (mean 6.5). UL SNR was healthy, between 15.5 dB and 25.1 dB with an average of 20.6 dB.

Downlink BLER was volatile: values spanned 0.0046 to 0.87 and averaged 0.19. Notably, DL BLER surged by 0.86 to 0.87 around t≈51–75 then fell by 0.50 to about 0.10 around t≈76–101, with a sustained downward trend between indices 73 and 124 (≈5.1 s) at roughly −0.157 per second. Uplink BLER ranged from 0.046 to 0.18 with a mean of 0.098.

Uplink resource usage showed large bursts: UL NPRB covered 5.0 to 88.6 with a mean of 23.2; two pronounced spikes reached about 54.7 and 88.6 at t≈80–86 and t≈93–96 respectively. DL PRBs current varied between 13.8 and 68.1 (mean 55.3) and experienced multiple abrupt drops, the largest falling to ~14.8 around t≈51–61. PRB utilization mirrored this pattern: DL utilization ranged 13.0 to 64.3 with mean 52.2 and had a similar large dip to ~14.0 at t≈51–61. UL PRBs and UL PRB utilization remained minimal, between 0 and ~3.8 (mean 1.8) and 0 to ~3.6 (mean 1.7), respectively.

Traffic and buffer metrics indicate heavy transmit activity with bursts and drops: TX_Bytes varied from 89,628 Bytes to 448,763 Bytes with a mean of 351,264 Bytes and showed at least four major jumps/dips, the largest fall dropping to 89,628 Bytes around t≈51–68. RX_Bytes ranged 272 Bytes to 15,654 Bytes with mean 7,626.8 Bytes. Estimated UL buffer ranged from 34.0 KB to 891.6 KB with a mean of 404.8 KB. Packet counts reflected asymmetric load: UL NumberOfPackets spanned 2.0 to 186.0 (mean 93.2), while DL NumberOfPackets ranged 0 to 770.0 (mean 252.0).

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 94.53% of timestamps and UL traffic used TCP for 100.00% of timestamps. Overall, the trace shows weak RSRP, decent UL SNR, intermittent high BLER events on DL, large fluctuations in DL resource allocation and TX traffic, and low UL PRB utilization.

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?

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.

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_DL?

The variance of PRB_Utilization_DL is 302.247

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

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

The period length of Estimated_UL_Buffer is 128

The mean of PRB_Utilization_DL is 52.211

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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 26372.869

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 14623.275

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 252.016

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

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

Does 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?

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 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 DL_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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 339.605

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 404.76

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 93.219

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.761

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.678

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

The period length of PRB_Utilization_DL is 32

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

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

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

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

The period length of PRBs_DL_Current is 32

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

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

What is the average value of PRB_Utilization_UL?

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

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 1606.298

The variance of TX_Bytes is 15079017555.336

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

What is the average value of PRBs_DL_Current?


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

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

RSRP remained consistently poor, ranging between -121.0 dB and -116.0 dB. The average RSRP was -118.4 dB.

Uplink modulation and radio conditions were variable. UL_MCS swung frequently with at least four large transitions; it dropped as low as 0 and reached up to 18. The mean UL_MCS was 11.4. UL_SNR varied between 17.0 dB and 27.8 dB, with an average of 20.4 dB.

Downlink MCS was stable and low, between 6.0 and 7.0 with a mean of 6.3. DL_BLER exhibited notable dynamics: it ranged from 0.025 to 0.45 and averaged 0.13. There was a sustained downward trend between indices 40–101 (about 6.1 s) with an average decline of 0.060 per second, but DL_BLER also experienced jumps—for example up to 0.45 and smaller spikes later. Uplink BLER ranged from 0.012 to 0.20 and averaged 0.075, with at least one spike reaching 0.20 early in the trace.

Resource allocation on uplink showed large transients. UL_NPRB spanned 5.0 to 63.6 with a mean of 20.8 and included at least three large jumps, the biggest reaching 63.6. PRBs_UL_Current ranged from 0 to 55 with a mean of 5.0 and had short spikes up to 55. PRB_Utilization_UL mirrored that pattern, ranging 0 to 52 with a mean of 4.7 and brief spikes to ~52.

Downlink PRB metrics also moved sharply downward at times. PRBs_DL_Current varied between 14.1 and 68.1 and averaged 58.2; there were pronounced drops to the mid-teens around t≈57–63 and again near t≈97–105. PRB_Utilization_DL ranged from 13.3 to 64.3 with a mean of 54.9 and showed corresponding dips to low teens during those same intervals.

Traffic volumes showed large uplink bursts. TX_Bytes ranged from 93,645 Bytes to 445,194 Bytes and averaged 360,669.9 Bytes, with at least five major jumps/drops (the largest drop took TX_Bytes down to ~93.6k). RX_Bytes was much smaller, between 308 Bytes and 31,083 Bytes with a mean of 5,823.1 Bytes. The estimated uplink buffer varied widely from 5.2 KB to 4,730.2 KB and averaged 383.6 KB, indicating intermittent queuing buildup. UL_NumberOfPackets ranged 0 to 200 with a mean of 75.8, while DL_NumberOfPackets ranged 0 to 820 with a mean of 215.2.

Finally, TCP dominated the session: DL_Protocol was TCP for 94.53% of timestamps and UL_Protocol was TCP for 98.44%; UDP usage was effectively absent.

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

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

What is the condition: jamming or normal operation?

There was no congestion-related degradation.

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

The period length of DL_NumberOfPackets is 2.98

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 128.309

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 144.169

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.

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

The variance of RX_Bytes is 16129869.816

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 383.576

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 278412.484

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 75.812

What is the average value of PRBs_UL_Current?

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

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

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

The period length of Estimated_UL_Buffer is 42.67

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 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 14.22

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 22800.228

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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.934

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

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

Does UL_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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1774.547

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

The period length of UL_NumberOfPackets is 42.67

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

The period length of PRBs_DL_Current is 14.22

The variance of TX_Bytes is 6251935093.884

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 86.997

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 97.748

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

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

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

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

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

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

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 PRB_Utilization_UL?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 215.234

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

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

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

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

Does 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.


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

RSRP averaged -112.5 dB, varying between -121.0 dB and -105.0 dB, indicating generally poor to moderate downlink signal levels. Uplink and downlink modulation and coding stayed relatively stable: UL MCS ranged from 13.0 to 16.0 with a mean of 14.3, while DL MCS ranged from 5.4 to 7.0 with a mean of 6.2.

BLER showed notable volatility on both links. DL BLER spiked and dropped several times, with values between 0.014 and 1.0 and a mean of 0.45; one large fall reduced DL BLER to 0.1. UL BLER was lower and less variable, ranging from 0.047 to 0.17 with a mean of 0.091.

Uplink resource and radio quality metrics exhibited pronounced transient behavior. UL NPRB swung between 5.0 and 78.0 with a mean of 15.5 and included large short spikes. UL SNR varied from 15.8 dB to 40.1 dB with a mean of 20.8 dB and experienced a rapid rise to ~40 dB during one interval. Downlink PRB assignment and utilization were similarly bursty: PRBs_DL_Current ranged from 13.8 to 67.0 with a mean of 42.0 and showed multiple large jumps; PRB_Utilization_DL ranged from 13.0% to 63.3% with a mean of 39.7% and mirrored those spikes. UL PRBs and utilization remained very low, with PRBs_UL_Current between 0 and 4.4 (mean 1.3) and PRB_Utilization_UL between 0 and 4.1 (mean 1.2).

Traffic volumes and buffer occupancy were variable. TX_Bytes fluctuated widely between 89,628 Bytes and 445,114 Bytes with a mean of 259,095.2 Bytes and multiple sizable jumps and drops. RX_Bytes ranged from 138 Bytes to 11,918 Bytes with a mean of 3,882.1 Bytes. Estimated_UL_Buffer spanned 0.66 Kilobytes to 650 Kilobytes with a mean around 189 Kilobytes. Packet counts reflected asymmetric traffic: UL_NumberOfPackets ranged from 1 to 116 (mean 50.2), while DL_NumberOfPackets ranged from 0 to 1,000 (mean 170.5).

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 99.22% of timestamps and UL traffic used TCP for 100.00% of timestamps; UDP usage was essentially absent.

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

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

This trace shows normal throughput conditions.

Can you classify the user as moving or still?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 12581.747

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 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

The variance of TX_Bytes is 20625650599.653

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 189.021

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 5.33

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

The period length of UL_NumberOfPackets is 128

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

What is the average value of PRBs_DL_Current?

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 39.662

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 50.227

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 504.393

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.

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 448.908

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.

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 RX_Bytes 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 170.492

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

The period length of DL_NumberOfPackets is 128

Does DL_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 5.33

What is the average value of PRB_Utilization_UL?

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 842.87

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

The period length of Estimated_UL_Buffer is 128

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.836

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24504.189

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_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

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_UL_Current?

The variance of PRBs_UL_Current is 0.939


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

Across the capture the device experienced a notable downshift in downlink signal strength: RSRP fell to a minimum of -128.0 dBm and reached a maximum of -97.0 dBm. The mean RSRP was -102.8 dBm. Uplink modulation and coding showed degradation events: UL_MCS dropped to a low of 5.6 (with a high of 18.0) and averaged 14.2. Downlink MCS ranged between 2.8 and 7.0 with a mean of 6.9. Downlink BLER varied from 0 to 0.12 with a mean of 0.013, while uplink BLER ranged from 0.031 to 0.18 and averaged 0.087.

Uplink radio resource usage and quality were moderate: UL_NPRB spanned 2.0 to 37.1 with a mean of 18.2, and UL_SNR lay between 16.9 dB and 29.4 dB with a mean of 20.6 dB. DL PRB allocation collapsed briefly to 0 and peaked at 68, averaging 58.9; corresponding DL PRB utilization hit 0 at its lowest and 64 at its highest, with a mean utilization of 55.6. UL PRBs and UL PRB utilization remained low, ranging 0 to 4.4 (mean 1.6) and 0 to 4.1 (mean 1.6), respectively.

Traffic and buffer dynamics show intermittent transmit inactivity: TX_Bytes dropped to 0 Bytes and reached up to 450,000 Bytes, with a mean of 399,903.8 Bytes. RX_Bytes varied from 0 to 12,000 Bytes and averaged 5,438.8 Bytes. The Estimated_UL_Buffer ranged from 0 to 590 Kilobytes and had a mean of 264.1 Kilobytes. Packet counts reflected this with UL packets between 0 and 170 (mean 74.7) and DL packets between 0 and 1,000 (mean 265.4).

Protocol usage was heavily TCP-dominant: downlink traffic used TCP for 90.62% of timestamps and uplink used TCP for 87.50% of timestamps. Overall, the trace shows periods of reduced downlink coverage and transient loss of DL resource allocation coinciding with sharp drops in TX throughput, while uplink SNR and NPRB availability remained sufficient for moderate uplink performance.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Choose the condition: congestion or no congestion?

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

What is the average value of PRB_Utilization_UL?

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

The period length of PRB_Utilization_UL is 25.6

The variance of PRBs_UL_Current is 0.698

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 64

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

The period length of PRB_Utilization_DL is 128

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

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

The period length of Estimated_UL_Buffer is 25.6

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.606

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 223.87

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 19664.596

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

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 74.703

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1291.596

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 10666.187

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 264.055

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

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

The period length of DL_NumberOfPackets is 64

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 265.367

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

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

Describe the average trend of 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 251.541

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

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

The variance of TX_Bytes is 11824693205.74

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

The period length of PRBs_UL_Current is 25.6

Describe the average trend of 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_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.

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.621

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

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

What is the average value of PRBs_UL_Current?

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.


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

The radio and traffic trace shows generally weak downlink reference power with transient uplink improvements and intermittent resource bursts. RSRP improved sharply by 7.21 dB to a peak of −111.79 dB between t≈5–15; overall RSRP ranged from −121.0 dB to −111.8 dB. The mean RSRP was −118.4 dB. UL_SNR experienced a rapid rise of 13.91 dB to a high of 31.74 dB around t≈9–16; UL_SNR ranged from 16.5 dB to 31.7 dB with a mean of 20.5 dB.

Modulation and coding varied: UL_MCS showed multiple large jumps and drops (the largest fall was to 0), spanning 0 to 19 with a mean of 10.4. DL_MCS stayed tight between 6.0 and 7.0 with a mean of 6.4. BLER behavior indicates occasional link degradation: DL_BLER rose by 0.21 to a maximum of 0.45 (range 0.032–0.45) and mean 0.12. UL_BLER had two notable spikes (to 0.23 and 0.20); UL_BLER ranged from 0.012 to 0.23 and averaged 0.084.

UL scheduling and utilization showed bursts. UL_NPRB jumped up to 63.6 (range 5.0–63.6) with mean 21.1, and PRBs_UL_Current peaked at 55.14 (range 0–55) with a mean near 5.1. Correspondingly, UL PRB utilization spiked to 52.02 (range 0–52) and had a mean of 4.8. Downlink PRB usage briefly dropped: PRBs_DL_Current fell to 14.84 and overall ranged 14.8–68.4 with a mean of 58.3, while PRB_Utilization_DL ranged 14.0–64.5 and averaged 55.0.

Traffic volumes were bursty: TX_Bytes varied between 99,231 Bytes and 445,194 Bytes with a mean of 366,860.9 Bytes and experienced several large drops. RX_Bytes spanned 308 Bytes to 31,083 Bytes with a mean of 5,713.2 Bytes. The estimated uplink buffer fluctuated from 5.2 KB up to 4,730.2 KB and averaged 377.7 KB. Packet counts reflect the bursts: UL packets ranged 0–200 with a mean of 71.0, while DL packets hit up to ~1,852 (range 0–1,852) with a mean of 240.6.

From a protocol perspective the capture was overwhelmingly TCP: DL protocol was TCP for 93.75% of samples and UL protocol was TCP for 99.22% of samples. Overall, the trace indicates marginal downlink signal strength with intermittent uplink SNR and capacity bursts, occasional BLER increases, and bursty traffic/PRB usage that likely drove the observed buffer and MCS volatility.

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

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 97.181

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

The period length of UL_NumberOfPackets is 42.67

Describe the average trend of UL_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 5216767491.791

What is the average value of PRB_Utilization_UL?

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 280320.035

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 240.633

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 98.638

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 377.679

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

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

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

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

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

The period length of PRB_Utilization_UL is 128

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

Does RSRP 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 53865.809

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1789.267

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

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

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.

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 RX_Bytes is 16586439.063

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 86.492

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 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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 110.83

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 70.977

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

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

The period length of PRBs_DL_Current is 42.67

Describe the average trend of 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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.041

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

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

Does UL_NPRB 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 42.67

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

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


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

The trace shows weakening downlink signal and highly variable uplink resource usage with intermittent buffer growth and traffic bursts. RSRP fell overall, reaching a minimum of -122.0 dB and a maximum of -112.5 dB. The mean RSRP was -119.5 dB. UL MCS experienced multiple sharp changes, dropping as low as 0 and peaking at 16; its average was 7.9. DL MCS remained steady at 6.0. DL BLER rose to a high of 0.83 and fell to a low of 0.086; the mean DL BLER was 0.35. UL BLER ranged from 0.019 to 0.18 with a mean of 0.069.

Uplink PRB allocation and utilization were very spiky: UL_NPRB varied between 5.0 and 80.1 with a mean of 24.3, and PRBs_UL_Current ranged from 0 to 73 with a mean of 5.8. PRB utilization mirrored this behavior—PRB_Utilization_UL spanned 0 to 69 and averaged 5.5, while PRB_Utilization_DL ranged from 13.0 to 64.3 with a mean of 46.3. PRBs_DL_Current moved between 13.8 and 68.1 and averaged 49.1.

UL SNR stayed in a healthy range, between 15.9 dB and 28.6 dB, with a mean of 20.2 dB. The Estimated_UL_Buffer showed intermittent accumulation, ranging from 3.0 KB to 3149.6 KB and averaging 388.0 KB. Traffic volumes exhibited large uplink bursts: TX_Bytes varied from 92,829 Bytes to 393,707 Bytes with a mean of 285,760.3 Bytes; RX_Bytes ranged from 126 Bytes to 26,066 Bytes with a mean of 5,716.3 Bytes. Packet counts reflected the same pattern—UL_NumberOfPackets ranged 0 to 160 with a mean of 59.9, and DL_NumberOfPackets ranged 0 to 810 with a mean of 223.5.

Control-plane behavior was overwhelmingly TCP: DL_Protocol was TCP for 96.88% of timestamps and UL_Protocol for 99.22%. Overall, the dataset indicates a weakened downlink signal, elevated and bursty UL resource demand and buffering, moderate DL utilization, and mostly TCP traffic.

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

This is a segment from a file download session.

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Is this a congested or uncongested session?

Yes, there was movement during this session.

The variance of RX_Bytes is 13106968.934

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

The period length of PRBs_DL_Current is 64

What is the average value of PRBs_UL_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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 74.613

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

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

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

The period length of UL_NumberOfPackets is 64

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 83.833

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 223.469

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

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

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1363.89

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.281

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 387.978

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.

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 5.12

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

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

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

The variance of TX_Bytes is 11200610161.064

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 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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 315.345

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 280.655

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.875

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 166017.698

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?

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

The period length of PRBs_UL_Current is 64

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 20988.503

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


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

RSRP was generally low but showed a short-lived improvement, rising by 9.58 dB to a peak around -110.4 dB; overall RSRP ranged from -122.0 dB to -110.4 dB. The average RSRP was -119.7 dB.

Uplink MCS exhibited multiple large swings including a pronounced fall to 0 (the lowest observed) during one interval; UL_MCS values spanned 0 to 18 with a mean of 11.1. Downlink MCS was tightly clustered between 6.0 and 8.0 with a mean near 6.3.

Downlink BLER had several abrupt changes including a sharp spike up to ~0.45, but showed a sustained downward trend over a 5.6 s window (indices 52–108) at about -0.066 per second. DL_BLER ranged from 0.024 to 0.45 and averaged 0.20. Uplink BLER also experienced spikes (peaking near 0.26); UL_BLER ranged from 0.027 to 0.26 with a mean of 0.086.

UL_NPRB was highly variable with multiple large jumps and drops, reaching a minimum of 5.0 and a maximum of 99.0; the mean UL_NPRB was 18.7. UL SNR stayed in a healthy range between 11.1 dB and 27.9 dB, averaging 20.5 dB.

Transmit traffic showed bursts and sudden reductions: TX_Bytes varied from 89,628 Bytes up to 452,983 Bytes (mean 334,509.6 Bytes), including a large drop to ~92,829 Bytes in one interval. Received bytes were smaller, ranging 68 Bytes to 19,613 Bytes with a mean of 5,655.6 Bytes. The estimated uplink buffer fluctuated between 139.0 KB and 2,430.3 KB, averaging 1,084.3 KB.

Downlink PRB allocation and utilization were frequently volatile with significant drops observed late in the trace; PRBs_DL_Current ranged from 13.8 to 68.4 (mean 54.8), and DL PRB utilization ranged from 13.0% to 64.5% with a mean of 51.7%. Uplink PRBs and utilization showed brief spikes up to ~27 PRBs and ~26% utilization respectively; PRBs_UL_Current ranged 0 to 27 (mean 2.2) and PRB_Utilization_UL ranged 0% to 26% (mean 2.1%).

Packet counts varied with uplink packets between 0 and 190 (mean 62.4) and downlink packets between 0 and 850 (mean 208.9). TCP dominated both directions: DL protocol was TCP for 89.84% of timestamps and UL protocol was TCP for 92.97% of timestamps; UDP usage was effectively zero.

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

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.

This trace shows normal throughput conditions.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.669

The variance of RX_Bytes is 15695876.523

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

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

The period length of UL_NumberOfPackets is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 62.359

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 208.852

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1084.29

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 167.84

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

The period length of PRBs_DL_Current is 25.6

Describe the average trend of 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_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.

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

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

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 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 1566.468

Does UL_MCS 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 10.701

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 29540.915

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 122433.736

What is the average value of PRB_Utilization_UL?

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

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

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 2.46

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

The variance of TX_Bytes is 8277172633.301

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 188.585

What is the average value of PRBs_DL_Current?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 9.524

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 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 6.74

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

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

What is the average value of PRBs_UL_Current?

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

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

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.