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

RSRP exhibits a clear decline early in the capture: between indices ~0–67 (≈6.7 s) it trends downward at about 1.818 dB/s. RSRP values span from -119.0 dB to -104.0 dB. The average RSRP is -113.4 dB.

Uplink modulation and link quality show bursts. UL_MCS rises sharply (notably +9 to 19 around t≈115–127); UL_MCS ranges from 10.0 to 19.0 with a mean of 14.6. UL_SNR also spikes (peak ~29.75 dB around t≈89–92); UL_SNR spans 13.5 dB to 30.9 dB and averages 20.5 dB. UL_BLER stays moderate with values between 0.032 and 0.19 and a mean BLER of 0.095.

Downlink MCS is low and stable: DL_MCS ranges 6.0–7.0 with a mean of 6.4. DL_BLER shows several abrupt excursions, including a large spike up to ~0.62 (from ~0.00089 to 0.62); DL_BLER mean is 0.17.

Resource allocation is variable. UL_NPRB fluctuates widely with multiple jumps (peak ~98.2); UL_NPRB ranges from 6.0 to 98.2 and averages 23.3. PRBs_DL_Current frequently steps up (largest jump to ~67.3); PRBs_DL_Current spans 13.8–69.4 with a mean of 55.9. PRBs_UL_Current remains low, between 0 and 7.8 with a mean of 1.7. Corresponding PRB utilization follows the same pattern: PRB_Utilization_DL ranges 13.0%–65.5% with a mean of 52.8%, while PRB_Utilization_UL ranges 0%–7.3% with a mean of 1.6%.

Traffic and buffering display intermittent bursts. TX_Bytes experiences several large swings, with values between 91,661 Bytes and 445,114 Bytes and a mean of 346,957.6 Bytes. RX_Bytes ranges from 1,158 Bytes to 26,092 Bytes and averages 6,916.4 Bytes. Estimated_UL_Buffer varies between 335.7 KB and 2,379.4 KB with a mean of 1,205.0 KB. Packet counts reflect this burstiness: UL_NumberOfPackets ranges 7–163 with a mean of 73.6, and DL_NumberOfPackets ranges 0–1,300 (approx.) with a mean of 240.4.

Protocol usage is overwhelmingly TCP: DL traffic was TCP for ~89.06% of timestamps and UL traffic was TCP for 100% of timestamps. Overall, the trace shows a falling RSRP early on, episodic uplink SNR/MCS improvements and large PRB/throughput swings, with downlink capacity remaining modest and DL BLER intermittently elevated.

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

Was the user assigned to a fixed zone or in motion?

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

This trace shows normal throughput conditions.

Yes, there was movement during this session.

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

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

What is the average value of PRBs_UL_Current?

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 58964.86

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 4.27

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1003.586

What is the average value of PRB_Utilization_UL?

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.

The variance of TX_Bytes is 13414862648.591

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 240.352

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

The period length of DL_NumberOfPackets is 2

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

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

Describe the average trend of UL_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.

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.365

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

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

The period length of PRB_Utilization_UL is 3.66

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 309.368

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 89775.643

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 275.336

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1205.009

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

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

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

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

The period length of PRB_Utilization_DL is 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.766

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.534

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

What is the average value of PRBs_DL_Current?

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 73.641

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 3.66


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

RSRP was consistently low, ranging between -119.0 dB and -114.0 dB. The average RSRP was -116.8 dB. Uplink modulation (UL_MCS) varied from 13.0 to 16.0 with a mean of 14.7, while downlink modulation (DL_MCS) stayed between 6.0 and 7.0 with a mean of 6.8. Downlink BLER showed a notable transient increase, peaking at 0.22 (it rose by 0.19 between t=21 and t=33); overall DL_BLER ranged from 0.0077 to 0.22 and averaged 0.045. Uplink BLER ranged between 0.044 and 0.16 with a mean of 0.092.

Uplink spectral conditions were relatively strong: UL_SNR spanned 14.6 dB to 25.1 dB and averaged 20.6 dB. Allocated uplink resources (UL_NPRB) varied from 7.7 to 25.7 with a mean of 17.0. Current downlink PRBs dropped sharply at two intervals (to lows of ~20.14 and ~27.83), and overall PRBs_DL_Current ranged from 20.1 to 67.3 with a mean of 61.9. PRBs_UL_Current stayed low, between 0.22 and 3.6 with a mean of 1.4.

Downlink PRB utilization exhibited corresponding drops (to ~19.00 and ~26.25) and overall ranged from 19.0% to 63.5% with a mean of 58.4%. Uplink PRB utilization was low, between 0.21% and 3.4% with a mean of 1.3%.

Traffic and buffer metrics show bursty uplink activity and reduced transmit bursts at two intervals. TX_Bytes fell to lows of 120,417 Bytes and 198,902 Bytes during two dips; overall TX_Bytes ranged from 120,417 Bytes to 448,763 Bytes and averaged 411,380.9 Bytes. RX_Bytes ranged from 960.0 Bytes to 10,284.0 Bytes with a mean of 4,987.5 Bytes. Estimated_UL_Buffer varied between 26.0 Kilobytes and 498.6 Kilobytes and averaged 238.9 Kilobytes. Packet counts ranged from 2.0 to 118.0 packets uplink (mean 66.1) and from 0 to 1,100 packets downlink (mean 234.8).

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 92.19% of timestamps, and UL traffic was TCP for 100.00% of timestamps.

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

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

The user changed zones during the session.

Was the user static or moving across locations?

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 60.415

What is the average value of PRB_Utilization_UL?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 395.618

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

The period length of PRB_Utilization_UL is 2.29

The mean of UL_NumberOfPackets is 66.062

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.

The variance of TX_Bytes is 3098485848.158

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

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

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

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

Does UL_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 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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.341

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

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

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

The period length of DL_NumberOfPackets is 42.67

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.304

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

Does UL_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_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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 58.404

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

The period length of PRBs_UL_Current is 2.29

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 238.937

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 47057.11

What is the average value of PRBs_UL_Current?

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

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 234.766

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 53.769

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 3625.79

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

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

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

The period length of Estimated_UL_Buffer is 42.67

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

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

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

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

Over the trace the downlink reference signal strength (RSRP) generally remained poor, with values ranging from -119.0 dB up to -102.8 dB; the average RSRP was -115.8 dB and an early spike raised it by 16.15 dB to about -102.85 dB. Uplink SNR showed wide variability, spanning 5.0 dB to 44.8 dB with a mean of 20.3 dB, and experienced multiple abrupt moves including an early 20.0 dB drop to ~17.6 dB. Uplink MCS varied from 0.32 to 19.0 with a mean of 12.8; it fell to ~0.71 in one interval and later climbed to 19.0. Downlink MCS stayed lower, between 1.9 and 7.0 with a mean of 6.1 and a transient dip to 1.92.

BLER was intermittently volatile: DL_BLER ranged from 0.041 to 0.7 with a mean of 0.23 and showed several sharp jumps and drops (largest drop to 0.1), while UL_BLER ranged from 0.012 to 0.23 with a mean of 0.08. Resource allocation on uplink and downlink also fluctuated—UL assigned PRBs ranged from 0 to 31 with a mean of 2.1 and showed a spike to ~31.4, whereas DL current PRBs covered 0 to 68 with a mean of 52.5 and experienced large drops to 0. PRB utilization mirrored that behavior: DL utilization ranged 0–65% with a mean of 49.6% and exhibited pronounced dips to 0%, while UL utilization ranged 0–30% with a mean of 2.0% and peaked near 29.6%.

Uplink used physical resource blocks (UL_NPRB) between 6.2 and 106.0 (mean 29.3) with several large jumps, including a spike to 101.7. The estimated uplink buffer size varied from 249.6 KB to 2651.0 KB with an average of 1036.7 KB, indicating intermittent queuing. Packet counts ranged from 0 to 220 UL packets (mean 74.1) and 0 to 1100 DL packets (mean 195.6). Transport volumes were bursty: TX_Bytes ranged from 0 Bytes to 450,000 Bytes with a mean around 315,092 Bytes and showed abrupt drops to zero; RX_Bytes ranged from 0 Bytes to 18,000 Bytes with a mean of 6,689.2 Bytes.

From a protocol perspective traffic was predominantly TCP: DL protocol was TCP for 98.44% of timestamps and UL protocol was TCP for 96.09% of timestamps. Overall, the trace shows weak RSRP, variable uplink radio conditions and SNR, intermittent high uplink buffer occupancy and PRB spikes, and bursty throughput with TCP-dominated traffic.

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

This segment matches file download traffic.

Was the user assigned to a fixed zone or in motion?

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

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Identify the user state: still or in motion?

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 9.516

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24932.107

What is the average value of PRB_Utilization_UL?

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 UL_NumberOfPackets?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.568

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 412.479

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

The period length of PRBs_UL_Current is 128

Describe the average trend of DL_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_BLER 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 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.

The variance of RX_Bytes is 12972507.859

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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1848.475

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

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

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 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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1036.742

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

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

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

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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 8.469

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

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 367.104

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 185756.752

The variance of TX_Bytes is 14685370251.819

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 195.555

What is the average value of PRBs_DL_Current?

What is the average value of PRBs_UL_Current?


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

UDP UDP UDP UDP UDP UDP UDP UDP UDP UDP TCP TCP UDP UDP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

Cell radio conditions were generally moderate: RSRP ranged between -112.0 dB and -100.0 dB with a mean of -102.9 dB. Uplink SNR varied from 16.5 dB to 34.0 dB and averaged 20.5 dB; a notable SNR spike reached 34.01 dB around mid-sequence. Uplink MCS increased substantially early, ranging from 6.0 to 17.0 with a mean of 14.1 and climbing to ~16.5 during the active interval. Downlink MCS stayed lower, between 6.0 and 9.0 with a mean of 6.6.

Error behavior showed occasional DL BLER excursions: DL BLER ranged from 0.0003 to 1.1 with a mean of 0.19 and experienced brief spikes (peaks ≈1.13 and ≈0.35). UL BLER ranged from 0.04 to 0.24 with a mean of 0.097.

Resource allocation and utilization were bursty. UL allocated PRBs (UL_NPRB) varied from 5.0 to 44.8 with a mean of 19.5, exhibiting rapid jumps to the mid‑40s at times. Current DL PRBs ranged from 0 to 68 with a mean of 50.3 and showed a sharp dip to ~12.7 in one interval. UL current PRBs ranged 0 to 29 with a mean of 2.5 and spiked into the mid‑20s intermittently. DL PRB utilization spanned 0% to 64% with a mean of 47.4% and experienced a jump to ~61.5% and later a drop to ~12.0%. UL PRB utilization ranged 0% to 27% with a mean of 2.3% and showed short spikes into the mid‑20% range.

Traffic and buffering were highly variable: TX_Bytes ranged from 0 Bytes to 450,000 Bytes with a mean of 320,605.7 Bytes, including a large transmit burst and a subsequent dip to ~94,621 Bytes. RX_Bytes ranged from 76.0 Bytes to 74,580.0 Bytes with a mean of 7,077.3 Bytes and had a pronounced receive spike. Estimated uplink buffer occupied 0 to 9,600 Kilobytes with a mean of 420.4 KB. Packet counts reflected the load: UL packets ranged 0 to 120 with a mean of 79.0, and DL packets ranged 1 to 362 with a mean of 205.6.

Traffic was predominantly TCP: downlink used TCP for 90.62% of timestamps (UDP 9.38%), and uplink used TCP for 89.06% (UDP 8.59%). Overall the trace shows intermittent high spectral demand and bursts of uplink allocation and throughput, occasional DL BLER spikes, and predominantly TCP traffic.

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

Was the user assigned to a fixed zone or in motion?

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

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

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

The period length of PRB_Utilization_DL is 128

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

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 581.374

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 517.419

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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.426

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 15.636

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 16677.728

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

Does PRBs_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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 13.916

The variance of RX_Bytes is 61367668.256

What is the average value of PRB_Utilization_UL?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 205.562

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 420.369

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

The period length of Estimated_UL_Buffer is 128

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

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

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

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

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

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

The period length of DL_NumberOfPackets is 128

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

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

The period length of PRBs_DL_Current is 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_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

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

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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 887.346

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

The variance of TX_Bytes is 25214673487.36

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 average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 79.008

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 798347.941

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