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

The radio link shows variable coverage and uplink activity across the capture. RSRP ranged between -114.0 dB and -86.8 dB. The mean RSRP was -110.0 dB; a sustained decline occurred between indices ~59–111 (≈5.2 s) at about −1.373 dB/s, followed by a rapid improvement (rise of ~27.2 dB) around t≈116–127 to peak near −86.8 dB.

Uplink modulation and link quality were highly dynamic. UL_MCS spanned 0 to 18 with a mean of 12.5; it trended upward between indices ~72–127 (~5.5 s) at ~+1.217 units/s, but experienced notable drops to 9 and then to 0 in earlier intervals. DL_MCS was tightly clustered between 6.0 and 7.0 with a mean of 6.2.

Error rates varied: DL_BLER ranged from 0.006 to 0.79 with a mean of 0.21 and showed an overall downward tendency despite spikes (to ~0.79 and ~0.30 at different times). UL_BLER ranged 0.017 to 0.15 with a mean of 0.062.

Uplink resource assignment and SNR exhibited large transients. UL_NPRB varied from 5.0 to 93.2 with mean 25.9 and several prominent jumps (largest to 93.2). UL_SNR ranged 13.5 dB to 39.4 dB with mean 20.8 dB, including sharp spikes to ~39.4 dB and ~33.5 dB in short intervals.

Traffic and buffers show bursty uplink behavior. TX_Bytes ranged from 92,829 Bytes to 445,194 Bytes with a mean of 340,829.4 Bytes and multiple large jumps/dips (largest drop ~347,339 Bytes). RX_Bytes ranged 46 Bytes to 21,783 Bytes with mean 7,014.4 Bytes. Estimated_UL_Buffer spanned 319.8 KB to 5,271.8 KB with mean 1,275.9 KB.

Downlink/downlink PRB use was high and spiky. PRBs_DL_Current ranged 14.8 to 68.7 with mean 56.0 and showed several jumps (largest to ~67.6). PRB_Utilization_DL ranged 14.0% to 64.8% with mean 52.9% and mirrored those jumps. Uplink PRB usage/ utilization were extremely bursty: PRBs_UL_Current ranged 0 to 97 with mean 7.0 and PRB_Utilization_UL ranged 0% to 91% with mean 6.6%; both saw very large spikes (to ~96–97 PRBs and ~91% utilization) followed by steep drops to near zero.

Packet counts were bursty as well. UL_NumberOfPackets ranged 0 to 190 with mean 75.4. DL_NumberOfPackets ranged 0 to ~1,309 with mean 211.1 and included a sharp spike to 1,309. Protocol distribution was heavily TCP-dominated: DL used TCP for ~71.1% of timestamps, while UL used TCP for ~99.22%; UDP usage was effectively zero.

Implications: intermittent coverage degradation (low RSRP) and rapid recoveries, large uplink PRB/SNR spikes and buffer build-ups indicate bursty UL demand and aggressive scheduler allocations, with DL capacity relatively stable but episodically loaded. BLER spikes coincide with some of these transients and could impact throughput during bursts.

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

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

The user was transitioning between zones.

Was the user stationary or in motion during this window?

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 RX_Bytes is 14251793.947

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 333.375

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 356904.769

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

The period length of UL_NumberOfPackets is 64

Does UL_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 211.148

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.865

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

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

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

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

The period length of PRBs_UL_Current is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 296.704

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 283.847

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1275.894

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 318.931

What is the average value of PRBs_UL_Current?

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

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

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

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 period length of DL_NumberOfPackets is 2.37

What is the average value of PRB_Utilization_UL?

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

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

The variance of TX_Bytes is 12646683185.486

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 75.391

What is the average value of PRBs_DL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1490.019

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 64

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 72515.293

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

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

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

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.


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

RSRP was consistently poor, ranging from -119.0 dB to -111.0 dB. The average RSRP was -117.2 dB. UL_SNR showed pronounced improvements with peaks up to 33.52 dB and lows down to 15.8 dB. The mean UL_SNR was 21.2 dB.

Uplink modulation and channel quality rose during the trace: UL_MCS varied between 9.9 and 18.0 with a mean of 15.1, including a rapid increase of 6.61 units to 18.0 mid-window. Downlink MCS stayed low and tight, between 6.0 and 7.0 with a mean of 6.4. Downlink BLER ranged from 0.021 to 1.0 with a mean of 0.29 and showed an overall decline to a low of 0.14 during the interval. Uplink BLER was lower, between 0.011 and 0.15 with a mean of 0.087.

Resource allocation on uplink was highly variable: UL_NPRB spanned 5.0 to 85.8 with an average of 24.4 and experienced several large jumps and drops (the biggest fall reached 54.4 to a low of 8.7). UL PRB utilization and current allocation remained minimal: PRBs_UL_Current ranged from 0 to 6.3 with a mean of 1.5, and PRB_Utilization_UL ranged from 0 to 5.9 with a mean of 1.4. By contrast, downlink resources were heavily used. PRBs_DL_Current varied from 13.8 to 68.1 with a mean of 54.2 and saw major jumps (largest +50.6 to 67.6). PRB_Utilization_DL moved between 13.0 and 64.3 with a mean of 51.1 and mirrored those large increases.

Traffic volumes were asymmetric and bursty. TX_Bytes ranged from 92,829 Bytes to 447,466 Bytes, averaging 334,841.8 Bytes, and included at least three significant jumps (largest +294,476 Bytes to 390,506 Bytes). RX_Bytes was much lower, between 92.0 Bytes and 28,435.0 Bytes with a mean of 6,251.7 Bytes. The estimated uplink buffer fluctuated between 416.1 KB and 2,648.8 KB with a mean of 1,149.5 KB. Packet counts reflected the same pattern: UL_NumberOfPackets ranged from 0 to 200 with a mean of 61.6, while DL_NumberOfPackets ranged from 0 to 1,326 with a mean of 166.5 and included a large spike reaching 1,326 packets.

Protocol mix was dominated by TCP: DL_Protocol was TCP for 66.41% of timestamps (UDP 0.00%), and UL_Protocol was TCP for 97.66% of timestamps (UDP 0.00%). Overall, the trace shows weak radio signal levels, intermittent uplink capacity swings with transient high SNR and MCS gains, sustained high downlink PRB usage, bursty uplink throughput, and predominantly TCP traffic.

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

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

Did the user experience jamming or normal signal quality?

Was the network congested or operating normally?

Was the user stationary or in motion during this window?

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 325.372

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

The period length of DL_NumberOfPackets is 128

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

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.

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

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.103

What is the average value of PRB_Utilization_UL?

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 166.523

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.594

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

The period length of PRBs_DL_Current is 128

Does TX_Bytes 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 93335.361

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1521.094

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.

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 70654.062

Does UL_BLER 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 51.134

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.981

The variance of TX_Bytes is 14035647856.72

The variance of RX_Bytes is 14018140.591

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

The period length of UL_NumberOfPackets is 64

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

Does UL_SNR 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_DL_Current?

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1149.479

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 289.579

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.


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

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

RSRP improved steadily from index 2 to 52 (over ~5 s), rising on average ~1.224 dB/s; values span -118.0 dB to -105.0 dB. The mean RSRP is -111.3 dB. UL_SNR experienced a sharp spike (≈22.07 dB) to about 38.48 dB around t=94–96; UL_SNR ranges from 12.1 dB to 38.5 dB with a mean of 20.7 dB.

DL_BLER trends downward overall but shows several abrupt changes, including a large jump to ~0.9 between t=70 and t=93; DL_BLER ranges from 0.04 to 0.88 with a mean of 0.30. UL_BLER ranges from 0.044 to 0.17 with a mean of 0.093.

UL_MCS is relatively stable between 14.0 and 17.0 (mean 15.0), while DL_MCS is lower, between 6.0 and 7.0 (mean 6.1). UL_NPRB usage varies from 5.0 to 38.7 with a mean of 15.4. PRBs_DL_Current and PRB_Utilization_DL show notable volatility with multiple jumps and drops (largest drops occurring around t=41–49); PRBs_DL_Current ranges 13.8–68.4 with a mean of 50.9, and PRB_Utilization_DL ranges 13.0–64.5 with a mean of 48.0. UL side resource use remains low: PRBs_UL_Current 0–5.4 (mean 1.2) and PRB_Utilization_UL 0–5.1 (mean 1.1).

Traffic volumes show pronounced uplink and downlink dynamics. TX_Bytes exhibits at least seven sharp changes (largest fall to ~96,030 Bytes around t=42–49); TX_Bytes ranges from 92,829 Bytes to 436,519 Bytes with a mean of 306,951.9 Bytes. RX_Bytes ranges from 249 Bytes to 17,471 Bytes with a mean of 4,604.7 Bytes. DL_NumberOfPackets had a large spike (~1,179 packets) to ~1,222 around t=35–41; DL_NumberOfPackets ranges from 0 to 1,200 with a mean of 193.7. UL_NumberOfPackets ranges from 1 to 142 with a mean of 53.3.

Estimated_UL_Buffer varies widely between 2.4 KB and 1,213.2 KB, mean 224.2 KB. Protocol usage is dominated by TCP: DL traffic was TCP for ~89.84% of timestamps, and UL traffic was TCP for 100% of timestamps (UDP absent).

Implications: improving RSRP and episodic UL_SNR spikes support higher UL link quality at times, but transient DL_BLER spikes and volatile PRB/byte patterns indicate intermittent downlink instability and bursts of traffic that impact buffer and resource utilization.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

From static or mobile, which best describes the user?

The user was mobile during this session.

Describe the average trend of 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.

The variance of PRB_Utilization_DL is 344.97

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 48.036

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

What is the average value of PRBs_UL_Current?

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

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

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

The period length of PRBs_UL_Current is 128

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

The period length of PRB_Utilization_UL is 128

The variance of TX_Bytes is 13870371702.586

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 33311.776

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 193.688

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

What is the average value of PRB_Utilization_UL?

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 774.03

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

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

The period length of PRBs_DL_Current is 64

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

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.681

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

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 UL_NumberOfPackets?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 387.609

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.606

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

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

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

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

The period length of Estimated_UL_Buffer is 128

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 224.161

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

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

The period length of DL_NumberOfPackets is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16454.657

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

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

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


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

RSRP showed intermittent improvements but remained weak overall, reaching peaks near -105.4 dB and troughs near -121.0 dB. The average RSRP was about -118.0 dB. Uplink MCS varied widely: it fell to 0 and later rose to 16, with a mean of 12.4 and an observed range from 0 to 16. Downlink MCS stayed tight between 6.0 and 7.0 with a mean of 6.5.

Downlink BLER experienced a notable spike up to 0.52; its values spanned 0.0094 to 0.52 and averaged 0.13. Uplink BLER ranged from 0.016 to 0.19 with a mean of 0.092. Uplink SNR was moderate, between 13.8 dB and 29.7 dB, averaging 20.3 dB.

UL resource usage was bursty: assigned UL NPRBs moved from as low as 5.0 up to 67.9, mean 22.2, and PRBs_UL_Current swung from 0 to 71 with a low average (mean 3.7), reflecting short high-allocation spikes followed by deep drops. DL PRB allocations varied between 16.2 and 69.4 with a mean of 58.9. DL PRB utilization ranged 15.3–65.5 with a mean of 55.5, while UL PRB utilization ranged 0–67 with a low mean of 3.5, indicating mostly idle uplink resource utilization punctuated by brief peaks.

Traffic volumes were asymmetric and bursty: TX_Bytes ranged from 93,645 Bytes to 448,843 Bytes with a mean around 367,545 Bytes and included several large drops and spikes; RX_Bytes ranged from 180 Bytes to 12,598 Bytes with a mean of 6,416.3 Bytes. The estimated uplink buffer fluctuated between 8.5 Kilobytes and 8,686.0 Kilobytes, averaging 410.7 Kilobytes, suggesting intermittent uplink queuing. Packet counts mirrored this pattern: uplink packets ranged 0–180 with mean 62.2, downlink packets ranged 0–1,100 with mean 235.1.

Protocol usage was overwhelmingly TCP on both downlink and uplink, covering about 97.66% of timestamps. Overall, the trace shows weak average RSRP with moderate uplink SNR, bursty uplink allocations and traffic, elevated and occasionally high BLER on DL, and predominantly TCP traffic.

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

File download was the primary application used.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Identify the congestion status: normal or overloaded?

Can you classify the user as moving or still?

The period length of UL_NumberOfPackets is 64

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 113.91

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

Describe the average trend of UL_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.

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 64.335

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 62.188

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

The period length of PRBs_UL_Current is 64

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 18201.815

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

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

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 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_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 64

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

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

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

The period length of PRBs_DL_Current is 128

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.537

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 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.

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

What is the average value of PRBs_UL_Current?

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

Does PRB_Utilization_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_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_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 235.109

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1170.437

The variance of TX_Bytes is 6764571276.126

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 127.99

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

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

What is the average value of PRBs_DL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 574594.534

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 410.691

Does DL_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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 72.286


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

Over the capture the downlink reference signal power remained relatively weak and concentrated near the lower end: RSRP ranged between -117.0 dB and -105.4 dB, with a mean of -114.2 dB; a notable upward excursion raised RSRP by 11.62 dB to about -105.38 dB between t≈7 and t≈22. Uplink modulation showed a transient collapse: UL_MCS varied from 0 to 16 (mean 13.2), with a drop to 0 around t≈70–94. Downlink MCS stayed tight between 6.0 and 7.0 (mean 6.9).

Radio error performance had intermittent degradations. DL_BLER spanned 0.0025 to 0.46 (mean 0.047) and experienced a jump of ~0.45 to 0.46 near t≈116–127. UL_BLER ranged from 0.013 to 0.19 with a mean of 0.074. Uplink SNR fell sharply at one point: UL_SNR ranged from 9.2 dB to 29.7 dB (mean 20.4 dB) and dropped about 18.89 dB to ~9.15 dB around t≈121–125.

Resource allocation and utilization were bursty. Uplink PRBs in use (PRBs_UL_Current) ranged from 0 to 54 (mean 3.7) and spiked ~53.4 PRBs to ~54.3 between t≈72–83. UL_NPRB varied from 5.0 to 55.0 (mean 24.9) with large spikes up to ~55.0 in the same interval. Downlink PRB occupancy and utilization were high on average but experienced sharp reductions: PRBs_DL_Current ranged 13.8 to 69.7 (mean 60.6) and PRB_Utilization_DL ranged 13.0% to 65.8% (mean 57.1%); both had multiple jumps and the largest drop reduced PRB use to the low-teens (~13.8 PRBs / 13.0% utilization) around t≈110–121. Uplink PRB utilization mirrored the uplink PRB count: PRB_Utilization_UL ranged 0% to 51% (mean 3.5%) and spiked ~50.35% to ~51.27% near t≈72–83.

Traffic and buffer behavior show bursts and large transfers. TX_Bytes varied between 92,829 Bytes and 448,843 Bytes (mean 403,101.7 Bytes) and exhibited at least four major jumps/drops—the largest being a drop to ~92,829 Bytes from ~448,843 Bytes between t≈110–126. RX_Bytes ranged 80 Bytes to 11,003 Bytes with a mean of 7,166.5 Bytes. Estimated_UL_Buffer ranged from 0 KB to 6,300 KB with a mean of 523.6 KB. Packet counts reflect asymmetric throughput: UL_NumberOfPackets ranged 0 to 150 (mean 90.4) while DL_NumberOfPackets ranged 0 to 1,100 (mean 272.4).

Finally, transport-layer usage was overwhelmingly TCP: DL_Protocol was TCP for 96.09% of timestamps and UL_Protocol was TCP for 99.22% of timestamps.

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

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

The user was transitioning between zones.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

There was no congestion-related degradation.

Which condition applies, mobile or static?

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

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

The period length of PRBs_DL_Current is 18.29

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.

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

The variance of TX_Bytes is 7721227640.414

What is the average value of PRBs_UL_Current?

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

Does UL_MCS 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 32

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

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

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 90.398

What is the average value of PRBs_DL_Current?

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 523.594

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 685061.658

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 272.352

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 55.907

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 609.564

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

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

Describe the average trend of UL_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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 62.815

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 27178.088

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_DL?

The variance of PRB_Utilization_DL is 143.514

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.134

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

What is the average value of PRB_Utilization_UL?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 161.253

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

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

The period length of DL_NumberOfPackets is 2.67

Does UL_NPRB 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

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

The period length of PRB_Utilization_DL is 18.29

Describe the average trend of 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.


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

Over the trace, RSRP weakened notably between indices ~18–71 (≈5.3 s) at an average decay of 1.538 dB/s. RSRP values span from -119.0 dB to -108.0 dB. The mean RSRP is -113.8 dB.

Uplink modulation (UL_MCS) ranged from 12.0 to 17.0 with a mean of 14.8, while downlink modulation (DL_MCS) stayed lower, between 6.0 and 7.0 with a mean of 6.2. DL BLER showed a sustained decline between indices ~60–116 (≈5.6 s) at about 0.128 per second and exhibited at least four sharp excursions (the largest reaching 0.7). DL_BLER values lie between 0.0037 and 0.92, with a mean of 0.36. UL_BLER ranged from 0.042 to 0.16, mean 0.094.

UL resource allocation (UL_NPRB) experienced several abrupt changes, including a major spike to 59.9 around t≈42–45. UL_NPRB spans 5.0 to 59.9 with a mean of 16.0. UL SNR surged by ~29.25 dB to a peak near 41.12 dB around t≈16–20; overall UL_SNR ranges from 11.9 dB to 41.1 dB, mean 20.9 dB.

Traffic volume on the uplink (TX_Bytes) was volatile with multiple large jumps and drops; the largest drop reduced TX_Bytes to 92,829 Bytes from a higher level. TX_Bytes range is 92,829 Bytes to 445,114 Bytes and the mean is 269,522.9 Bytes. Downlink payload (RX_Bytes) varied between 209 Bytes and 7,686 Bytes, mean 3,827.6 Bytes. Estimated_UL_Buffer ranged from 0 Kilobytes to 410 Kilobytes, mean 183.7 Kilobytes.

Downlink PRB usage (PRBs_DL_Current) showed many sharp changes, including a pronounced dip to 13.8 around t≈68–79; PRBs_DL_Current ranges 13.8 to 67.0 with a mean of 44.1. PRBs_UL_Current stayed low between 0 and 3.2, mean 1.1. Downlink PRB utilization mirrored the PRB count behavior with major drops (lowest 13.0); PRB_Utilization_DL ranges 13.0% to 63.3% with a mean of 41.6%. UL PRB utilization ranged 0% to 3%, mean 1.0%.

Packet counts: UL_NumberOfPackets ranged from 0 to 100 with mean 50.7, and DL_NumberOfPackets ranged 0 to 860 with mean 206.9. Protocol usage was overwhelmingly TCP on both directions: DL_Protocol TCP in 99.22% of samples and UL_Protocol TCP in 99.22% of samples.

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

File download was the primary application used.

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

Zone localization is unclear due to mobility.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Which condition applies, mobile or static?

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

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

The period length of PRBs_DL_Current is 32

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 183.697

What is the average value of PRBs_DL_Current?

The variance of PRBs_DL_Current is 496.906

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

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

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

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

The period length of PRB_Utilization_DL is 32

What is the average value of PRBs_UL_Current?

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.514

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14234.09

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

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

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

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

The period length of PRBs_UL_Current is 2.21

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 206.859

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 739.277

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 8521.571

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 41.642

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

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

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 2.21

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 0.577

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

What is the average value of PRB_Utilization_UL?

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

The variance of TX_Bytes is 19526934962.753

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.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 50.672

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 442.243


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

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

RSRP showed a transient improvement before a sustained decline: it rose to a peak near -85.3 dB and later fell to a low of -121.0 dB. The RSRP range is between -121.0 dB and -85.3 dB. The mean RSRP is -117.2 dB.

UL MCS varied between 14.0 and 18.0 with a mean of 15.3. DL MCS ranged from 6.0 to 7.0 with a mean of 6.4.

DL BLER experienced two notable surges, reaching highs around 0.30 and 0.53; overall DL BLER spans from 0.014 to 0.53. The mean DL BLER is 0.14. UL BLER is between 0.043 and 0.16, with a mean of 0.088.

UL NPRB exhibited large increases at times, peaking up to about 51.3; its range is 5.0 to 51.3 and the mean is 18.5. UL SNR spiked to about 33.9 dB; UL SNR ranges from 15.2 dB to 33.9 dB and the mean is 20.9 dB.

Uplink traffic buffer and throughput indicators show elevated uplink load: Estimated_UL_Buffer ranges from 481.7 KB to 1617.3 KB with a mean of 1126.5 KB. TX_Bytes fluctuated with several large jumps and drops; values span from 96,030 Bytes to 446,042 Bytes and the mean is 358,468 Bytes. RX_Bytes range is 322 Bytes to 13,013 Bytes with a mean of 5,779.9 Bytes.

Downlink PRB usage and utilization had multiple sharp changes, including a major drop; PRBs_DL_Current ranges from 15.9 to 67.9 with a mean of 57.9. PRB_Utilization_DL ranges from 15.0% to 64.0% with a mean of 54.6%. Uplink PRBs and utilization remain low: PRBs_UL_Current between 0.05 and 4.7 (mean 1.4) and PRB_Utilization_UL between 0.047 and 4.5 (mean 1.3).

Packet activity shows moderate load: UL_NumberOfPackets ranges from 0 to 140 with a mean of 68.9. DL_NumberOfPackets ranges from 0 to 940 with a mean of 233.7.

Traffic was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of timestamps; UL_Protocol was TCP for 96.09% of timestamps.

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

This segment matches file download traffic.

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

Zone localization is unclear due to mobility.

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.

From static or mobile, which best describes the user?

The user was mobile during this session.

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

Does DL_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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 41726.886

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.881

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

Describe the average trend of UL_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.

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.784

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1126.495

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.

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

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

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

The period length of PRBs_UL_Current is 3.76

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

Describe the average trend of DL_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.

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

The period length of PRB_Utilization_DL is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 22436.248

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

The period length of PRBs_DL_Current is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1059.429

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 233.688

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

The period length of DL_NumberOfPackets is 2.42

What is the average value of PRBs_UL_Current?

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 128.823

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?

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

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 68.938

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 144.746

The variance of TX_Bytes is 7001598898.307

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 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 3.76

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.619


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

The trace shows a temporary deterioration in downlink coverage and uplink modulation/capacity followed by partial recovery. RSRP fell to a minimum of -128.0 dB (peaking at -97.0 dB); the RSRP mean is -101.6 dB. Uplink MCS dropped as low as 5.58 (highest observed 18.0); the UL_MCS average is 14.2. Downlink MCS reached a minimum of 2.8 (maximum 7.0) with a mean of 6.9. UL_SNR varied between 16.9 dB and 29.4 dB, averaging 20.2 dB.

Physical-layer error rates remained low overall: DL_BLER ranged from 0 to 0.12 with a mean of 0.013, while UL_BLER ranged from 0.031 to 0.18 with a mean of 0.092. Uplink resource allocation showed variability: UL_NPRB spanned 2.0 to 37.1 PRBs with a mean of 18.1, and PRBs_UL_Current ranged from 0 to 4.4 with mean 1.6. Downlink PRB usage collapsed to 0 at one point and rose to a maximum of 67 (PRBs_DL_Current mean 59.0). Correspondingly, PRB_Utilization_DL moved between 0% and 64% with an average of 55.6%, while PRB_Utilization_UL ranged from 0% to 4.1% and averaged 1.5%.

Traffic shows large uplink bursts and modest downlink volume: TX_Bytes ranged from 0 Bytes to 450,000 Bytes with a mean of 399,989.3 Bytes, while RX_Bytes ranged from 0 Bytes to 12,000 Bytes with a mean of 5,433.3 Bytes. The Estimated_UL_Buffer varied between 0 Kilobytes and 590 Kilobytes, mean 263.1 KB. Packet counts mirrored this pattern: UL_NumberOfPackets between 0 and 170 (mean 74.3) and DL_NumberOfPackets between 0 and 560 (mean 256.7).

Protocol usage was predominantly TCP: DL_Protocol was TCP for 90.62% of timestamps and UL_Protocol was TCP for 87.50% of timestamps. Overall, the dataset indicates a period of degraded RSRP and reduced MCS/PRB availability impacting throughput, with generally acceptable BLER and moderate uplink buffering.

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

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

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

The signal was clean with no jamming detected.

Is this a congested or uncongested session?

Was the user stationary or in motion during this window?

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 mean of PRB_Utilization_DL is 55.633

Does UL_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.

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 0.624

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

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

The period length of PRBs_UL_Current is 25.6

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

The period length of DL_NumberOfPackets is 64

The period length of PRB_Utilization_UL 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.

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 74.305

Does DL_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 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 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.

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

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

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

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

Describe the average trend of 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 263.077

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 251.756

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 224.061

What is the average value of PRB_Utilization_UL?

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1277.899

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

The variance of TX_Bytes is 11831725407.813

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14132.584

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

The period length of Estimated_UL_Buffer is 42.67

What is the average value of PRBs_UL_Current?

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

What is the average value of PRBs_DL_Current?

Does 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 256.672

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 10644.853

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.702


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

RSRP stayed consistently low, ranging between -121.0 dB and -116.0 dB. The average RSRP was -118.0 dB. Uplink MCS varied widely, spanning 0 to 18 with a mean of 12.7; notable step increases occurred around t≈9–35 (up to 17) and again near t≈39–65 (reaching 18). Downlink MCS was stable and low, between 6.0 and 7.0 with a mean of 6.2.

Downlink BLER trended downward overall, but exhibited spikes up to 0.50 and smaller pulses around 0.21; DL_BLER ranged from 0.019 to 0.50 with a mean of 0.17. Uplink BLER ranged from 0.019 to 0.17 with a mean of 0.085. Uplink SNR was healthy, between 15.6 dB and 28.7 dB and averaging 20.6 dB.

Uplink resource usage showed bursts: UL_NPRB varied from 5.0 to 41.6 with a mean of 18.2 and experienced large spikes (peaks near 36–41 PRBs). UL PRB utilization likewise peaked at ~19, ranged 0 to 19 with a mean of 1.9, and PRBs_UL_Current ranged 0 to 20 with a mean of 2.0. Downlink PRB occupancy and utilization were high on average but volatile: PRBs_DL_Current ranged from 13.8 to 68.1 with a mean of 55.9, and PRB_Utilization_DL ranged from 13.0% to 64.3% with a mean of 52.8%; both showed multiple prominent drops (largest DL drop to ~15 PRBs/15% utilization).

Traffic volumes were asymmetric: TX_Bytes (uplink) fluctuated substantially with multiple large jumps and drops, spanning 92,829 Bytes to 445,114 Bytes and averaging 344,734.8 Bytes; the largest observed dip fell to ~106,334 Bytes. RX_Bytes (downlink) were much lower, between 228 Bytes and 10,940 Bytes with a mean of 4,717.4 Bytes. The estimated uplink buffer varied from 1.5 KB to 909.7 KB with a mean of 240.4 KB. Packet counts reflected heavier downlink load: UL_NumberOfPackets ranged 9.0–143.0 (mean 67.2) while DL_NumberOfPackets ranged 0–390.0 (mean 203.5). Finally, TCP dominated the traffic: DL protocol was TCP for 99.22% of timestamps and UL protocol was TCP for 100.00%.

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

This is a segment from a file download session.

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

What is the condition: jamming or normal operation?

Is this a congested or uncongested session?

The mean of DL_NumberOfPackets is 203.531

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 240.437

The variance of PRBs_UL_Current is 5.476

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 234.494

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.

The variance of Estimated_UL_Buffer is 13313.32

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

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 6.4

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.

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

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

Describe the average trend of 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 10710184643.739

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.781

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 67.227

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 8693.322

Does UL_MCS 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 263.477

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

The period length of UL_NumberOfPackets is 64

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

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

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

The period length of PRBs_DL_Current is 32

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 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.

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

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

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

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

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

The period length of PRB_Utilization_UL is 32

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

What is the average value of PRB_Utilization_UL?

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 671.594

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 4.873

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

The radio link shows generally poor RSRP with a brief improvement: RSRP varied between -123.9 dB and -105.9 dB. The mean RSRP was -119.2 dB, with a notable spike of ~13.85 dB reaching about -105.92 dB during one short interval. Uplink modulation (UL_MCS) ranged from 10.0 to 17.0 with a mean of 13.9; it experienced a sustained dip to 10.0 for an extended period. Downlink MCS remained flat at 6.0.

BLERs indicate moderate error rates: DL_BLER ranged from 0.055 to 0.43 with a mean of 0.22, while UL_BLER ranged from 0.033 to 0.19 with a mean of 0.097. Uplink SNR stayed relatively healthy, between 15.0 dB and 27.2 dB, averaging 20.7 dB. Uplink resource allocation (UL_NPRB) showed a large transient increase, ranging from 5.4 to 50.1 with a mean of 14.4, and a spike up to ~50.12 during one interval.

Traffic and buffer behavior were bursty: TX_Bytes spanned 90,444 Bytes to 390,506 Bytes with a mean of 317,454.6 Bytes and exhibited at least six significant jumps/drops (the largest drop reduced values to ~93,645 Bytes). RX_Bytes ranged from 820 Bytes to 16,159 Bytes with a mean of 3,939.5 Bytes. Estimated UL buffer varied between 21.8 KB and 957.9 KB with a mean of 189.6 KB, reflecting intermittent uplink queueing.

Downlink resource usage showed several abrupt changes: PRBs_DL_Current ranged from 15.9 to 67.3 with a mean of 54.0 and had multiple prominent jumps/dips (largest dip to ~15.9). PRB_Utilization_DL varied between 15.0% and 63.5% with a mean of 50.9% and similarly exhibited at least five large transitions. Uplink PRBs and utilization stayed low: PRBs_UL_Current ranged from 0.15 to 4.1 with a mean of 1.1, and PRB_Utilization_UL ranged from 0.14% to 3.8% with a mean of 1.1%.

Packet counts were variable: UL_NumberOfPackets ranged from 2 to 94 with a mean of 47.6, and DL_NumberOfPackets ranged from 0 to 1,100 with a mean of 199. Finally, traffic protocols were dominated by TCP: DL traffic used TCP in 77.34% of samples, and UL traffic was TCP in 100% of samples.

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

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

Zone localization is unclear due to mobility.

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_DL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 47.586

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 45460.322

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 198.977

Does PRB_Utilization_DL 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

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

The period length of UL_NumberOfPackets is 42.67

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

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

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.

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 14530.249

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_DL_Current?

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

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

The variance of TX_Bytes is 5758339227.777

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 129.117

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.

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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.393

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.442

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 189.575

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 664.449

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.

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.

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

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

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 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 145.076

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

Describe the average trend of PRBs_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.


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

RSRP stayed consistently weak, ranging from -117.0 dB to -113.6 dB with an average of -115.4 dB. Uplink channel quality (UL_SNR) varied between 15.5 dB and 38.4 dB and averaged 20.9 dB; UL_MCS sat between 12.3 and 17.0 with a mean of 14.7. Downlink modulation (DL_MCS) was lower, between 6.0 and 7.0 with a mean of 6.4. Downlink BLER exhibited notable variability: values spanned 0.0068 to 0.86 with a mean of 0.24, with a pronounced drop to 0.12 around t=22–44 and a spike to 0.32 around t=89–99. Uplink BLER ranged from 0.034 to 0.17 and averaged 0.083.

Resource usage showed intermittent peaks. UL_NPRB varied from 5.0 to 78.9 with a mean of 16.5 and experienced rapid increases early in the trace. DL PRBs in use (PRBs_DL_Current) ranged 14.8 to 68.1 with a mean of 53.8 and had multiple large jumps (largest to ~67.3). PRB_Utilization_DL ranged 14.0 to 64.3 with a mean of 50.7 and mirrored those jumps; uplink PRBs and utilization remained low, with PRBs_UL_Current between 0 and 3.8 (mean 1.4) and PRB_Utilization_UL between 0 and 3.6 (mean 1.3).

Traffic and buffer metrics were bursty: TX_Bytes spanned 90,444 Bytes to 445,194 Bytes with a mean of 341,722.3 Bytes and experienced at least four major jumps/dips (largest drop to ~99,231 Bytes). RX_Bytes ranged from 209 Bytes to 12,721 Bytes and averaged 4,495.1 Bytes. The Estimated_UL_Buffer varied from 1.8 KB to 732.4 KB with a mean of 218.0 KB. Packet counts reflected uplink steadier than downlink: UL_NumberOfPackets ranged 2 to 129 (mean 53.7), while DL_NumberOfPackets ranged 0 to 1,506 with a mean of 201 and showed a large jump to 1,506 late in the trace.

Protocol mix was dominated by TCP: DL traffic used TCP for 84.38% of samples (UDP absent), and UL traffic was TCP for 100% of timestamps. Overall, the trace shows weak RSRP, variable uplink SNR with intermittent resource allocation spikes, bursty throughput and buffers, and predominantly TCP transport.

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

File download was the primary application used.

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

The user changed zones during the session.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

There was no congestion-related degradation.

Select the mobility status: moving or stationary?

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

The period length of UL_NumberOfPackets is 128

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

Does 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.

The period length of DL_NumberOfPackets is 3.66

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 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_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 218.026

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

What is the average value of PRBs_UL_Current?

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

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

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

Does UL_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 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 609.227

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 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_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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.717

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 variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 351.977

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 10902.332

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.727

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

The period length of Estimated_UL_Buffer is 42.67

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 313.258

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_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 0.638

What is the average value of UL_NumberOfPackets?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 58882.321

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

The period length of PRB_Utilization_UL is 128

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

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

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_UL?

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

The variance of TX_Bytes is 15545097649.46

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.961