Over the trace the downlink reference signal strength (RSRP) experienced two notable uplifts: an initial rise to about -116.6 dB and a later stronger improvement reaching roughly -95.8 dB. RSRP varied between -124.0 dB and -95.8 dB. The mean RSRP across the session was -119.0 dB.

Uplink modulation coding (UL_MCS) varied from 0 to 16 with a mean of 6.1; it climbed to the maximum MCS value (16) during a sustained interval. Downlink MCS (DL_MCS) ranged from 0.24 to 7 with a mean of 6.2, and it dipped briefly early in the capture to around 0.24.

Downlink block error rate (DL_BLER) showed a clear downward trend over a multi-second window (average decrease ~0.046 per second), and dropped to a low near 0.13; DL_BLER ranged from 0.0052 to 0.86 and averaged 0.32. Uplink BLER ranged from 0.012 to 0.29 with a mean of 0.12.

Uplink resource usage exhibited several abrupt changes: UL_NPRB swung between 0.84 and 80 PRBs (mean 35.7) with a largest jump to about 73.6 PRBs. UL_SNR remained healthy, spanning 9.7 dB to 27.8 dB with a mean of 20.2 dB.

Traffic volumes on the uplink showed large bursts: TX_Bytes varied from 0 to 470,000 Bytes (mean ~309,808 Bytes) with a major jump toward ~390,506 Bytes. Received bytes were much lower, ranging 0 to ~14,000 Bytes with a mean of 5,691.6 Bytes. The estimated UL transmit buffer ranged from 0.8 KB to 1,900 KB and averaged 404.3 KB.

Downlink PRB allocation (PRBs_DL_Current) fluctuated up to 69 PRBs, ranging 0 to 69 with a mean of 50.3 PRBs, and experienced several sharp jumps (largest to ~56.7 PRBs). Uplink PRB assignment (PRBs_UL_Current) ranged from 0 to 68 with a mean of 12.0 PRBs and included spikes up toward ~68 PRBs. DL PRB utilization covered 0 to 65% with a mean around 47.5%, while UL PRB utilization spanned 0 to 64% with a mean of 11.3%; both directions saw multiple rapid rises and falls.

Packet counts showed uplink packets between 3 and 178 (mean 75.2) and downlink packets between 0 and ~620 (mean 185.5). Transport protocols were exclusively TCP for both downlink and uplink for the entire measurement period.

Summary implication: the session exhibited intermittent but significant uplink resource and traffic bursts, generally healthy UL SNR, improving DL link quality (falling DL_BLER and occasional RSRP improvement), and consistently TCP-based traffic—consistent with bursty uplink uploads and a stable TCP-dominated service.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Did the user experience jamming or normal signal quality?

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Was the user static or moving across locations?

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

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

The period length of PRB_Utilization_DL is 128

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

What is the average value of PRB_Utilization_UL?

The mean of PRB_Utilization_UL is 11.321

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.457

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 354.809

The variance of TX_Bytes is 15773014146.227

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

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

The period length of UL_NumberOfPackets is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14816.487

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

The period length of PRBs_UL_Current is 128

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

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

The period length of DL_NumberOfPackets is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 75.172

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 404.289

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1547.057

Does RX_Bytes 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 315.778

What is the average value of PRBs_DL_Current?

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

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

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

What is the average value of PRBs_UL_Current?

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

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

Does 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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 185.539

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 81010.944

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 223.946

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 199.312

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

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

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

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

The period length of Estimated_UL_Buffer is 42.67

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


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

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None 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 -123.0 dB to -105.0 dB. The average RSRP was -116.0 dB. UL SNR stayed moderate, between 16.5 dB and 28.0 dB with a mean of 20.6 dB.

Uplink modulation and scheduling showed volatility: UL MCS varied between 1.7 and 16.0 with a mean of 12.1, and experienced a sharp decline (about 12.97 points) down to ~1.66 late in the trace. UL NPRB swung widely from 5.0 to 44.9 resource blocks, mean 16.8, including at least one large spike to 44.9. PRBs allocated on the UL were low overall, ranging 0 to 9.8 with a mean of 1.6, and UL PRB utilization mirrored that (0 to 9.2, mean 1.5).

Downlink MCS was constrained, between 5.0 and 7.0 with a mean of 5.9. PRBs on the DL and DL PRB utilization were high and bursty: PRBs_DL_Current ranged 13.8 to 66.5, mean 48.2, and PRB_Utilization_DL ranged 13.0 to 62.8, mean 45.5; both series showed multiple large jumps (the largest DL jump raised PRBs by ~51.4 to ~66.3 and utilization by ~48.5 to ~62.5).

Error performance: DL BLER was highly variable, spanning 0.014 to 1.0 with a mean of 0.37 and several prominent jumps and drops (including a fall of 0.9 down to 0.1 in one interval). UL BLER was lower and more stable, ranging 0.042 to 0.17 with a mean of 0.089.

Traffic and buffering exhibited large bursts. TX_Bytes varied from 92,829 Bytes to 445,114 Bytes with a mean of 287,812 Bytes and multiple large jumps/drops (the biggest drop reduced TX from ~445k down to ~108.8k). RX_Bytes ranged 138.0 Bytes to 8,706.0 Bytes with a mean of 3,802.3 Bytes. Estimated_UL_Buffer ranged 1.1 KB to 497.0 KB and averaged 193.0 KB. Packet counts reflected asymmetric load: UL_NumberOfPackets ranged 0 to 93 (mean 48.1), while DL_NumberOfPackets ranged 0 to 440 (mean 169.0).

Finally, transport was overwhelmingly TCP: DL_Protocol was TCP for 98.44% of timestamps and UL_Protocol for 99.22%.

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

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

Zone localization is unclear due to mobility.

Did the user experience jamming or normal signal quality?

Choose the condition: congestion or no congestion?

Can you classify the user as moving or still?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 329.344

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

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

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

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

What is the average value of PRB_Utilization_DL?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 12303.462

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 193.011

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 10809.973

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 168.953

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

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

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

The period length of PRBs_UL_Current is 64

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 795.074

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

The variance of TX_Bytes is 15347902112.842

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

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

The period length of PRB_Utilization_UL is 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 370.051

What is the average value of PRBs_DL_Current?

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

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

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

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

The period length of PRB_Utilization_DL is 128

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.834

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

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

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

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

What is the average value of UL_NumberOfPackets?

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_UL?

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

The period length of UL_NumberOfPackets is 128

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

What is the 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.

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

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

The period length of DL_NumberOfPackets is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.633


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

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

The link shows generally poor downlink signal strength with RSRP ranging from -120.8 dB to -111.8 dB; the average RSRP is -118.1 dB. Uplink modulation varied widely: UL_MCS ranged from 0 to 19 with a mean of 11.1, including several abrupt moves and a major rise to 19.0. Downlink MCS stayed narrow between 6.0 and 7.0 with a mean of 6.5.

Downlink BLER exhibited a sharp early increase to 0.57, with values spanning 0.032 to 0.57 and an average of 0.13. Uplink BLER also showed brief spikes (peaking at 0.23); UL_BLER ranged from 0.0084 to 0.23 and averaged 0.076.

Uplink resource usage was bursty: UL_NPRB varied from 5.0 to 77.3 (mean 19.5) with large spikes into the high-50s and 70s. PRBs allocated on the uplink ranged between 0.05 and 70 with a mean of 3.3, and PRB utilization UL ranged from 0.047% to 66% with a mean around 3.1%; notable uplink utilization spikes reached ~66%. Downlink PRBs and utilization were generally high: PRBs_DL_Current spanned 13.8 to 68.4 (mean 57.2) and PRB_Utilization_DL ranged 13.0 to 64.5 with a mean of 53.9, though there were significant drops during the capture.

Uplink SNR experienced large transients, rising up to 45.27 dB; UL_SNR ranged from 15.9 dB to 45.3 dB with a mean of 21.0 dB. The estimated uplink transmit buffer showed a major spike to 10,890.48 Kilobytes; its values spanned 0.76 KB to 11,000 KB with a mean of 436.7 KB, indicating intermittent uplink queuing.

Throughput counters were uneven: TX_Bytes varied from 92,829 Bytes to 445,114 Bytes with a mean of 365,354.5 Bytes and multiple large swings (one drop to ~92.8k). RX_Bytes ranged from 76 Bytes to 23,533 Bytes with a mean of 5,571.3 Bytes. Packet counts mirrored this burstiness: UL_NumberOfPackets ranged 4 to 262 (mean 65.1), while DL_NumberOfPackets ranged 0 to 1,900 (mean 227.5) with two large spikes exceeding 1,600 and 1,800 packets.

Protocol usage was dominated by TCP: uplink was TCP 100% of the time, and downlink TCP for 83.59% of timestamps (UDP effectively 0%). Overall, the session shows intermittent uplink congestion and resource contention with high PRB allocation on DL, pronounced UL buffer and SNR spikes, variable MCS behavior, and transient increases in BLER that could impact user experience.

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

This segment matches file download traffic.

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Select the mobility status: moving or stationary?

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1620.907

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 165.844

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

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

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

The period length of UL_NumberOfPackets is 25.6

The variance of RX_Bytes is 14192497.283

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 227.453

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

The period length of PRB_Utilization_UL is 128

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 436.693

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

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

Describe the average trend of 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 51.893

What is the average value of PRB_Utilization_UL?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 1519274.991

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 46.185

What is the average value of PRBs_DL_Current?

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

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

The period length of PRBs_UL_Current is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 65.117

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

The period length of Estimated_UL_Buffer is 64

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.948

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

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

The variance of TX_Bytes is 7293962155.903

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 147.601

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

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

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

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

The period length of PRB_Utilization_DL is 64

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

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 99405.179


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

The radio link shows consistently poor RSRP with values between -122.6 dB and -115.0 dB and an average of -119.2 dB. Uplink SNR was relatively strong, ranging from 13.2 dB to 26.9 dB with a mean of 20.5 dB.

Uplink scheduling and modulation varied: UL_MCS spanned 0 to 14 with a mean of 13.4, and experienced a sharp drop to 0 around t≈118–127. DL_MCS stayed low and tight between 5.0 and 7.0 with a mean of 5.9. UL_NPRB increased substantially late in the trace, covering 5.0 to 47.5 PRBs and averaging 13.9 PRBs. PRBs allocated on downlink were high overall, ranging from 12.7 to 67.0 with a mean of 53.7, and PRB utilization on DL mirrored that behavior (12.0 to 63.3, mean 50.6). Uplink PRB counts and utilization remained minimal (both 0 to 17 and 0 to 16 respectively; means 1.4 and 1.3).

Error performance: DL_BLER varied between 0.043 and 0.56 with a mean of 0.19 and displayed a rapid increase early in the trace (peaking near 0.56). UL_BLER stayed lower, between 0.048 and 0.16 with a mean of 0.095.

Traffic and buffer metrics show bursty uplink transmissions and modest downlink payloads. TX_Bytes ranged from 92,829 Bytes to 440,168 Bytes with a mean of 315,264.1 Bytes and several large jumps/drops (the largest drop took it down to ~110,847 Bytes). RX_Bytes were much smaller, between 252 Bytes and 19,298 Bytes with a mean of 3,991.8 Bytes. Estimated_UL_Buffer ranged from 2.1 KB to 1,109.9 KB with a mean of 191.3 KB. Packet counts reflected uplink-dominant activity: UL_NumberOfPackets ranged 1 to 172 (mean 53.9), while DL_NumberOfPackets ranged 0 to 1,100 (mean 244.9).

Protocol usage was almost exclusively TCP: DL traffic was TCP for 96.09% of timestamps (UDP negligible), and UL traffic was TCP for 100% of timestamps. Overall, the trace indicates weak downlink radio signal strength, relatively good uplink SNR, heavy and bursty uplink traffic with large UL buffer excursions, high DL PRB allocation and utilization, and intermittent degradation in DL BLER and UL_MCS that likely impacted throughput.

Choose the user's activity: YouTube streaming, Twitch viewing, or downloading a file.

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

Is this a congested or uncongested session?

Which condition applies, mobile or static?

The variance of PRB_Utilization_DL is 194.466

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 244.883

What is the average value of PRB_Utilization_UL?

The variance of TX_Bytes is 8482032137.492

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 218.502

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 53.867

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.644

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

The period length of UL_NumberOfPackets is 42.67

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

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 2.56

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 34883.915

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 10.67

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 19215.347

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

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

The period length of Estimated_UL_Buffer is 10.67

What is the average value of PRBs_UL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 546.966

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 191.342

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

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

Does 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 10.67

Does DL_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 25.6

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.636

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

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

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

Describe the average trend of UL_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 2.962

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

The period length of PRB_Utilization_DL is 25.6

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

What is the average value of PRBs_DL_Current?


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

RSRP was generally poor to fair, ranging between -118.0 dB and -107.0 dB. The average RSRP was -112.9 dB. Uplink modulation (UL_MCS) stayed in a narrow band between 14.0 and 16.0 with a mean of 14.9, while downlink modulation (DL_MCS) ranged from 6.0 to 7.0 with a mean of 6.6.

Downlink BLER exhibited notable dynamics: values spanned 0.0029 to 0.41 and averaged 0.10. Over a 5.5 s interval (indices 18–73) DL_BLER trended downward at roughly 0.055 per second and experienced at least three significant jumps/drops, including a major spike reaching 0.41 between t=13 and t=34. Uplink BLER varied between 0.049 and 0.14 and averaged 0.084.

Resource allocation on uplink and downlink showed volatility. UL_NPRB ranged from 5.5 to 76.4 with a mean of 17.8 and included a sharp increase of ~67.6 to 76.41 between t=14 and t=17. UL_SNR moved between 16.7 dB and 33.8 dB with a mean of 21.1 dB, with two rapid rises: +15.86 to 32.59 around t=38–41 and +17.08 to 33.77 around t=116–120. Current DL PRBs varied from 12.7 to 68.1 and averaged 58.1; PRBs_DL experienced multiple large swings, the largest falling about 52.8 to 12.7 between t=11 and t=19. PRBs_UL_Current ranged from 0 to 4.7 with a mean of 1.5. DL PRB utilization spanned 12.0% to 64.3% with a mean of 54.8% and mirrored the large drops seen in PRBs_DL; UL PRB utilization was low, between 0% and 4.5% with a mean of 1.4%.

Traffic and buffering showed burstiness: TX_Bytes ranged from 92,829 Bytes to 445,114 Bytes with a mean of 374,421.8 Bytes and included at least four prominent jumps/drops—the largest being a decline of ~350,908 Bytes to 92,829 Bytes from t=9 to t=19. RX_Bytes varied between 209 Bytes and 14,393 Bytes with a mean of 4,988.3 Bytes. Estimated_UL_Buffer spanned 23.0 KB to 791.6 KB and averaged 249.4 KB. Packet counts reflected similar bursts: UL_NumberOfPackets ranged from 1.0 to 118.0 with a mean of 64.1, and DL_NumberOfPackets ranged from 0 to 920 with a mean of 222.1.

Protocol usage was dominated by TCP: DL traffic used TCP for 81.25% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps (UDP 0%). Overall, the trace shows modest downlink PHY rates and intermittent BLER spikes, frequent PRB and byte-count volatility, occasional large uplink NPRB and SNR surges, and TCP-dominated traffic—indicating variable load and transient link quality events that could impact throughput and latency.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

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.

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 228.644

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

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

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.

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 2.61

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

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 47747.257

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 64.117

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 249.402

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 203.492

The variance of TX_Bytes is 10032955391.837

What is the average value of PRBs_UL_Current?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.582

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

The period length of DL_NumberOfPackets is 2.98

Does RX_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 10042.681

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

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

The period length of PRBs_DL_Current is 25.6

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 672.766

Does DL_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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.653

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

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

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.

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 2.61

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.832

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

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

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

The period length of PRB_Utilization_DL is 25.6

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 average value of PRBs_DL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 222.102

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

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

What is the average value of PRB_Utilization_UL?

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

The period length of UL_NumberOfPackets is 64


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

RSRP showed a notable improvement mid-window, rising by 9.95 dB to a peak near -111.05 dB; overall RSRP ranged from -121.0 dB to -111.0 dB. The average RSRP was -118.0 dB.

Uplink modulation (UL_MCS) fell sharply early in the trace, dropping 16 MCS to a minimum of 0; UL_MCS values spanned 0 to 18 with a mean of 12.2. Downlink MCS was stable and low, ranging from 6.0 to 7.0 with a mean of 6.2.

Downlink BLER experienced several large fluctuations, including a dominant spike reaching 0.4; DL_BLER ranged between 0.036 and 0.4, with an average of 0.16. Uplink BLER also spiked to 0.19 at one point; UL_BLER ranged from 0.016 to 0.19 and averaged 0.084.

Uplink resource allocation (UL_NPRB) varied between 5.2 and 41.5 PRBs, mean 17.2. Uplink SNR stayed healthy relative to these conditions, between 14.9 dB and 26.3 dB with a mean of 20.5 dB.

Transmit throughput (TX_Bytes) showed multiple abrupt jumps and drops, including a large dip down to about 99,231 Bytes; TX_Bytes ranged from 92,829 Bytes to 445,114 Bytes and averaged 331,401 Bytes. Received bytes were much lower overall, ranging from 220 Bytes to 16,568 Bytes with a mean of 4,612.5 Bytes.

Estimated UL buffer exhibited queuing variability, spanning 5.6 KB to 1,388.2 KB and averaging 237.8 KB. Downlink PRB usage (PRBs_DL_Current) had several sharp changes with a trough near 14.8 PRBs; it ranged from 14.8 to 67.3 PRBs and mean 54.4. Uplink PRB counts showed brief spikes up to ~30.9 PRBs; PRBs_UL_Current ranged from 0.05 to 31 and averaged 2.5.

PRB utilization on DL mirrored PRB current volatility, ranging from 14.0% to 63.5% with a mean of 51.3%. UL PRB utilization also spiked intermittently up to ~29%, with a range of 0.047% to 29% and a mean of 2.4%.

Packet counts: uplink packet counts ranged from 1 to 144 packets with a mean of 59.2. Downlink packet activity included a large burst to 1,352 packets; DL_NumberOfPackets ranged from 0 to 1,352 and averaged 237.1.

Protocol mix was dominated by TCP: DL traffic used TCP for 82.81% of timestamps, and UL traffic was TCP for 100% of timestamps (UDP absent).

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

This is a segment from a file download session.

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.

Was the user static or moving across locations?

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

The period length of Estimated_UL_Buffer is 128

Describe the average trend of UL_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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 20.093

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

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

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

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

What is the average value of PRBs_UL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 571.668

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

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

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

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

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

The period length of PRB_Utilization_UL is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 17.883

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 25983.153

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 190.992

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

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

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 237.774

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

The period length of DL_NumberOfPackets is 2.84

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

The period length of PRB_Utilization_DL is 11.64

The variance of TX_Bytes is 8840399296.031

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

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

The period length of PRBs_UL_Current is 128

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 71330.592

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 237.117

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.326

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.219

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

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

The period length of UL_NumberOfPackets is 64

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 214.599

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

The period length of PRBs_DL_Current is 11.64

Describe the average trend of UL_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.

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_UL?

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.


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

Overall radio conditions showed moderate variability with intermittent capacity and traffic swings. Downlink RSRP fluctuated within a weak range, between -123.0 dB and -105.6 dB; its average level was -119.1 dB, with notable short-term increases (peaks near -105.6 dB). Uplink SNR varied from 12.1 dB up to 33.4 dB and averaged 20.1 dB, including a pronounced spike up to ~33.4 dB. Uplink MCS covered the full 0–17 span with a mean of 8.7, exhibiting multiple rapid rises and falls (the largest rise reaching MCS 17). Downlink MCS stayed between 2.9 and 6.0 with a mean of 6.0.

Error metrics were mixed: DL BLER ranged from 0.14 to 0.80 with a mean of 0.38 and experienced several sharp increases (peaks around 0.8), while UL BLER remained lower, between 0.013 and 0.19 with a mean of 0.072. Resource allocation showed large swings: UL NPRB varied from 4.2 to 82.9 with a mean of 22.3 and had many abrupt changes (largest spike to ~82.9), whereas PRBs_DL_Current ranged from 13.8 to 106.0 with a mean of 47.7 and underwent frequent large drops (lowest around 13.8). PRBs_UL_Current spanned 0 to 51 with a mean of 5.1, also showing sudden spikes up to ~50.7.

PRB utilization mirrored those dynamics: DL utilization ranged between 13.0% and 100.0% with a mean of 45.0% and experienced multiple sharp decreases to low utilization, while UL utilization ranged from 0% to 48% with a mean of 4.9% and had brief bursts up to ~48%.

Traffic and buffer behavior indicate bursty uplink transmissions and occasional pauses: TX_Bytes varied from 0 Bytes to about 390,000 Bytes with a mean of 265,048.3 Bytes and included several large drops to zero. RX_Bytes ranged from 0 Bytes to ~13,000 Bytes with a mean of 4,861.0 Bytes. The estimated uplink buffer fluctuated between 1.7 Kilobytes and 7,077.2 Kilobytes with an average around 523.0 Kilobytes. Packet counts reflected these bursts: UL number of packets ranged 0–130 (mean 51.3) and DL ranged 0–1000 (mean 192.1).

Protocol usage was dominated by TCP: downlink traffic used TCP for 65.62% of timestamps and uplink for 96.09%; UDP usage was negligible. Taken together, the trace shows intermittent capacity and scheduling volatility with periods of high PRB demand and BLER-driven performance degradation, while uplink SNR and MCS intermittently allow higher-rate transmissions.

Choose the user's activity: YouTube streaming, Twitch viewing, or downloading a file.

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

Did the user experience jamming or normal signal quality?

Was the user stationary or in motion during this window?

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

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

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

The period length of PRB_Utilization_UL is 64

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 69.372

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 396.166

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

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

What is the 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 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 445.132

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

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

Describe the average trend of 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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 77.946

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

The period length of DL_NumberOfPackets is 2.03

What is the average value of UL_NumberOfPackets?

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

The period length of PRBs_UL_Current is 64

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

The period length of PRBs_DL_Current is 32

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 1156400.17

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

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 192.055

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

The period length of UL_NumberOfPackets is 42.67

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 522.979

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 68928.761

The variance of TX_Bytes is 15313425242.62

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1116.503

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_DL_Current?

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

What is the average value of PRB_Utilization_UL?

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 45.032


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

RSRP was consistently poor, varying between -118.0 dB and -111.0 dB. The average RSRP over the trace was -115.3 dB. UL_MCS stayed high and narrowly ranged from 14.0 to 15.0 with a mean of 14.9, while DL_MCS was lower, spanning 6.0 to 7.0 and averaging 6.7. DL_BLER showed a significant transient increase—peaking at 0.29 (it jumped by 0.28 between t≈97 and t≈119). Overall DL_BLER ranged from 0.0077 to 0.29 and had a mean of 0.057. UL_BLER ranged from 0.049 to 0.13 with a mean of 0.098.

Uplink radio conditions were generally healthy: UL_SNR varied between 15.0 dB and 30.4 dB and averaged 20.7 dB. UL_NPRB usage ranged from 6.5 to 30.0 with a mean of 16.7. PRBs allocated on the uplink (PRBs_UL_Current) were low, between 0.22 and 3.5 and averaging 1.4, and uplink PRB utilization mirrored that low usage, ranging 0.21–3.3 with a mean of 1.3.

Downlink resource usage was more active and volatile. PRBs_DL_Current swung between 14.8 and 68.1 with a mean of 60.3, and DL PRB utilization moved between 14.0% and 64.3% with a mean of 56.9%. Both PRBs_DL_Current and PRB_Utilization_DL experienced multiple pronounced jumps and drops, the largest falling from ~68 to ~14.8 (PRBs) and from ~64.3% to ~14.0% (utilization) around t≈96–101.

Traffic volumes exhibited large uplink bursts. TX_Bytes showed at least four notable jumps/drops, with the largest fall reaching a low of 99,231 Bytes after a drop of 345,883 Bytes between t≈93 and t≈101. TX_Bytes ranged from 99,231 Bytes to 448,763 Bytes and averaged 396,707.9 Bytes. RX_Bytes was much smaller, between 874 Bytes and 10,284 Bytes with a mean of 4,906.5 Bytes. The Estimated_UL_Buffer varied from 36.5 KB to 511.0 KB and averaged 238.1 KB. Packet counts reflected this asymmetry: UL_NumberOfPackets ranged 2.0–118.0 (mean 69.2) and DL_NumberOfPackets ranged 0–1,100 (mean 260.7).

Protocol usage was dominated by TCP: DL traffic used TCP for 92.19% of timestamps, while UL traffic was TCP for 100% of timestamps; UDP was effectively absent.

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.

Did the user experience jamming or normal signal quality?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.387

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

The variance of DL_NumberOfPackets is 46304.377

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 118.531

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

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

The period length of DL_NumberOfPackets is 42.67

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

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

Does 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 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 21.33

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 2.1

What is the average value of PRBs_UL_Current?

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

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 105.492

Does RSRP 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 396.543

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

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

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

What is the average value of PRBs_DL_Current?

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 260.719

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

The period length of UL_NumberOfPackets is 42.67

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 4596.926

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 69.234

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.344

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 21.33

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?

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

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

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

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

Describe the average trend of 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 238.134

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

The period length of Estimated_UL_Buffer is 9.14

The variance of TX_Bytes is 5890944148.334

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 2.1

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.913

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.


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

RSRP steadily improved over a sustained interval (indices ~8–83, ~7.5 s) at roughly +1.081 dB/s. RSRP values ranged between -117.0 dB and -106.0 dB. The average RSRP was -111.6 dB.

UL MCS experienced a notable decline around t≈120–127, falling to a low near 10.11. UL MCS values ranged from 10.1 to 17.0 and the mean was 15.4. DL MCS remained tightly clustered between 6.0 and 7.0 with a mean of 6.5.

DL BLER showed several abrupt spikes and drops, including a largest jump reaching 0.5; DL BLER spanned 0.0028 to 0.53 and averaged 0.076. UL BLER was lower but non-negligible, ranging from 0.045 to 0.24 with a mean of 0.099.

UL NPRB exhibited large step changes (multiple jumps/drops), with a peak near 91.3 and a minimum of 5.0; the mean UL NPRB was 23.8. UL SNR varied between 15.2 dB and 28.7 dB and averaged 20.7 dB.

Transmit bytes showed major discontinuities (including a large drop to ~92,829 Bytes); TX_Bytes ranged from 89,628 Bytes to 445,194 Bytes and the mean was 373,322.6 Bytes. Received bytes were much smaller, ranging from 0 to 20,000 Bytes with a mean of 6,723.2 Bytes.

Estimated UL buffer occupancy ranged between 425.8 KB and 2,548.2 KB, with an average of 1,208.9 KB.

Downlink PRB current and utilization both exhibited multiple large swings; PRBs_DL_Current ranged from 13.8 to 68.7 with a mean of 59.0, and PRB_Utilization_DL ranged from 13.0% to 64.8% with a mean of 55.7%. PRBs_UL_Current remained minimal (0 to 4.4, mean 1.6) and PRB_Utilization_UL was low (0 to 4.2, mean 1.5).

UL packet counts varied between 9 and 148 packets with a mean of 83.9. DL packet activity showed a single large jump up to 1,411 packets; DL_NumberOfPackets ranged from 0 to 1,411 and averaged 255.5.

From a protocol perspective, uplink traffic used TCP for 100% of timestamps, while downlink was TCP for 81.25% of timestamps (no UDP observed).

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

There was no congestion-related degradation.

Identify the user state: still or in motion?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.651

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 230.931

The period length of Estimated_UL_Buffer is 2.98

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 mean of Estimated_UL_Buffer is 1208.884

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 255.547

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

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

What is the average value of PRB_Utilization_UL?

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

Does 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 9.14

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 682.208

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 83.891

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.707

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 205.528

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.732

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

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

The period length of PRB_Utilization_DL is 18.29

Describe the average trend of 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 57685.604

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

What is the average value of PRBs_DL_Current?

The variance of TX_Bytes is 10052937169.871

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

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

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

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

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

The period length of PRBs_DL_Current is 18.29

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

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

What is the average value of PRBs_UL_Current?

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

The period length of PRBs_UL_Current is 9.14

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 46033.758

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

The period length of UL_NumberOfPackets is 11.64

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

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

The period length of DL_NumberOfPackets is 4.41

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


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 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

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

RSRP was consistently weak, ranging between -121.0 dB and -116.0 dB, with an average of -118.5 dB. Uplink modulation (UL_MCS) varied from 9.0 to 17.6 with a mean of 15.0, while downlink modulation (DL_MCS) stayed low between 6.0 and 7.0, averaging 6.4. Downlink block error rate (DL_BLER) exhibited a major deterioration—peaking at 0.83 (after a 0.66 rise around t≈99–123); overall DL_BLER ranged from 0.021 to 0.83 and averaged 0.20. Uplink BLER (UL_BLER) was more stable, between 0.041 and 0.15 with a mean of 0.10.

Uplink resource allocation (UL_NPRB) was highly variable with multiple sharp jumps and drops; it ranged from 5.0 to 55.9 PRBs and averaged 19.8. Uplink SNR experienced two large early spikes (to 33.52 dB and 31.50 dB); UL_SNR ranged from 13.1 dB to 33.5 dB with a mean of 21.1 dB. Downlink PRB occupation (PRBs_DL_Current) also showed several abrupt changes, dropping as low as 15.9 PRBs and rising to 68.1 PRBs, with a mean of 54.9 PRBs. Corresponding DL PRB utilization mirrored that volatility: it ranged from 15.0% to 64.3% and averaged 51.8%. UL PRBs and UL PRB utilization remained minimal, with PRBs_UL_Current between 0 and 6.3 (mean 1.5) and PRB_Utilization_UL between 0% and 5.9% (mean 1.4%).

Traffic volumes were skewed toward uplink transmission: TX_Bytes showed multiple large swings, spanning 92,829 Bytes to 447,466 Bytes and averaging 338,491.5 Bytes; one notable drop fell to 156,444 Bytes. Received bytes (RX_Bytes) were much lower, ranging from 92.0 Bytes to 28,435.0 Bytes with a mean of 6,130.6 Bytes. Estimated uplink buffer occupancy varied between 416.1 KB and 2,648.8 KB with a mean of 1,153.0 KB, indicating intermittent uplink queuing. Packet counts reflected bursty downlink activity—DL_NumberOfPackets spiked to 1,326 packets and overall ranged from 0 to 1,326 with a mean of 211.3, while UL_NumberOfPackets ranged from 0 to 200 with a mean of 65.9.

Control-plane protocol usage was dominated by TCP: DL_Protocol was TCP for 82.03% of timestamps and UL_Protocol was TCP for 96.88% of timestamps (UDP usage was effectively 0%). Overall, the trace shows weak radio signal levels, episodic high UL SNR and PRB allocation, substantial uplink traffic and buffer buildup, and intermittent DL BLER degradation that may impact downlink throughput.

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

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Can you classify the user as moving or still?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.831

The period length of DL_NumberOfPackets is 25.6

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.111

The period length of UL_NumberOfPackets is 64

The variance of TX_Bytes is 12198963613.952

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

The period length of Estimated_UL_Buffer is 128

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.989

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 64974.859

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

The period length of PRBs_UL_Current is 128

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 247.385

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.

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

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

The period length of PRB_Utilization_DL is 128

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 277.963

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 65.914

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

What is the average value of PRBs_DL_Current?

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1152.973

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

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

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

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

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

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

The variance of RX_Bytes is 13674591.662

What is the average value of PRB_Utilization_UL?

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

Does 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 75757.912

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 211.305

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1412.158

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

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

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

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

The period length of PRBs_DL_Current is 128

What is the average value of PRBs_UL_Current?

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

Does 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


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

Overall the radio link is moderately weak but mostly stable: RSRP stayed between -119.0 dB and -114.0 dB. The average RSRP was -116.6 dB.

Uplink modulation and coding showed large variability with several abrupt changes. UL_MCS ranged from 0 to 17 with a mean of 12.8; notably it experienced at least three significant jumps/drops, including a fall down to 0 for an extended interval. UL_SNR varied between 8.5 dB and 28.1 dB with a mean of 20.3 dB; the largest observed drop reduced SNR to about 8.48 dB. UL_BLER was between 0.013 and 0.17 with a mean of 0.084. Uplink resource allocation was highly bursty: UL_NPRB spanned 5.0 to 87.5 with a mean of 15.5 and showed multiple large spikes (peak ~87.5). PRBs_UL_Current ranged from 0 to 13 with a mean of 1.3, and PRB_Utilization_UL ranged from 0 to 12 with a mean of 1.2.

Downlink MCS and error behavior were relatively constrained but punctuated by spikes. DL_MCS ranged from 2.0 to 7.0 with a mean of 2.7 and showed at least one jump up to 7.0. DL_BLER varied between 0.012 and 0.68 with a mean of 0.25 and exhibited several large spikes (one reaching ~0.7).

PRB usage on the downlink was high and volatile: PRBs_DL_Current spanned 13.8 to 68.4 with a mean of 53.2, and PRB_Utilization_DL ranged from 13.0 to 64.5 with a mean of 50.2; both metrics experienced multiple sharp changes, including a steep dip to the mid-teens.

Traffic volumes were asymmetric and bursty. Uplink packet counts ranged from 0 to 87 with a mean of 34.0, while downlink packet counts ranged from 0 to 820 with a mean of 77.5. TX_Bytes varied between 32,585 Bytes and 445,114 Bytes with a mean of 158,695.8 Bytes and exhibited a large jump to the session peak. RX_Bytes ranged from 0 to 7,500 Bytes with a mean of 2,824.7 Bytes. The Estimated_UL_Buffer sat between 0 and 560 Kilobytes with a mean of 139.2 Kilobytes.

From a protocol perspective, the uplink was dominated by TCP (98.44% of timestamps) and the downlink was predominantly TCP as well (70.31%); UDP usage was effectively none.

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

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

The user changed zones during the session.

Did the user experience jamming or normal signal quality?

Can you classify the user as moving or still?

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.

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

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

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

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

The period length of DL_NumberOfPackets is 2.1

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 139.234

What is the average value of PRB_Utilization_UL?

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

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

The period length of PRB_Utilization_DL is 25.6

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 358.604

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

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

What is the average value of PRBs_UL_Current?

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

Does RSRP 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 average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 33.984

What is the average value of PRBs_DL_Current?

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

The period length of PRBs_UL_Current is 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 25.6

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 319.156

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 294.33

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 2.222

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7770.421

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

The period length of UL_NumberOfPackets is 25.6

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.978

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 77.508

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

Does UL_SNR 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.

The variance of TX_Bytes is 14467754309.605

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

The period length of Estimated_UL_Buffer is 128

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 16129.354

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.166

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