Overall the cell shows consistently poor RSRP with moderate uplink radio conditions and intermittent resource and throughput volatility. RSRP stayed between -121.0 dB and -115.0 dB. Its average level was -118.0 dB.

Uplink modulation and coding saw multiple abrupt shifts, including a major fall to 0 (lowest observed) from a prior 14.0; UL_MCS ranged from 0 to 18 with a mean of 12.9. Downlink MCS was tightly clustered between 6.0 and 7.0, averaging 6.2. UL_SNR varied from 16.6 dB to 27.2 dB with a mean of 20.7 dB.

BLER exhibited significant transients on both links. DL_BLER rose as high as 0.58 and fell to 0.026, with a mean of 0.24; notable spikes reached ~0.6. UL_BLER spanned 0.014 to 0.18 and averaged 0.089, with at least one jump to ~0.18.

UL resource allocation showed large swings: UL_NPRB ranged from 5.0 to 50.9 PRBs with a mean of 18.0 and experienced multiple sizable jumps. PRBs allocated on DL varied between 13.8 and 66.5 with a mean of 52.3, after several steep drops. PRBs on UL ranged from 0 to 22 with a mean of 2.3 and included a brief spike to ~22. PRB utilization mirrored these patterns — DL utilization between 13.0% and 62.8% (mean 49.3%) with multiple sharp changes; UL utilization between 0% and 21% (mean 2.2%) with a short spike to ~21%.

Traffic and buffer metrics indicate bursty uplink demand and sporadic transmit activity. TX_Bytes varied from 92,829 Bytes to 445,114 Bytes with a mean of 318,517.8 Bytes and showed at least six pronounced jumps/dips, including a large drop to ~92k Bytes. RX_Bytes ranged from 209 Bytes to 15,078 Bytes with a mean of 4,556.3 Bytes. Estimated_UL_Buffer spanned 5.9 KB to 1,474.9 KB and averaged 239.9 KB, reflecting transient UL queuing. Packet counts were bursty: UL packets from 1 to 183 (mean 59.8) and DL packets from 6 to 555 (mean 196.0).

Both UL and DL transport were exclusively TCP for the entire observation period. Overall, the profile suggests weak downlink signal level with generally acceptable uplink SNR, frequent scheduling and MCS volatility, episodic BLER spikes, and bursty traffic that produces intermittent UL buffering and large shifts in PRB allocation.

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

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

The user was transitioning between zones.

Identify the congestion status: normal or overloaded?

Was the user static or moving across locations?

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 33641.805

The variance of TX_Bytes is 11848366885.519

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

The period length of PRB_Utilization_DL is 42.67

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 239.948

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 PRBs_DL_Current?

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_UL_Current 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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 270.152

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 8.892

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_NPRB 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 9.992

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

The period length of PRB_Utilization_UL is 128

Describe the average trend of UL_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 1484.983

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 10135.746

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 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.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.333

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

The period length of Estimated_UL_Buffer is 32

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 195.953

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 303.544

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.844

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

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

The period length of UL_NumberOfPackets is 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.

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

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

The period length of PRBs_DL_Current is 42.67

What is the average value of PRB_Utilization_UL?

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

What is the average value of PRBs_UL_Current?

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

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


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

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

RSRP stayed consistently low, varying between -117.0 dB and -112.5 dB with an average of -115.1 dB, indicating a generally weak downlink reference signal.

Uplink modulation (UL_MCS) fell to as low as 11.0 and reached up to 18.0; its mean value was 14.8. Downlink modulation (DL_MCS) was tightly clustered between 6.0 and 7.0 with a mean of 6.4, reflecting generally low-order DL modulation.

BLER showed notable volatility. Downlink BLER ranged from 0.0028 to 0.93 with a mean of 0.26, including multiple sharp rises and falls (the largest drop reducing BLER to 0.1). Uplink BLER varied between 0.033 and 0.19 with a mean of 0.09, with a transient spike up to 0.19 early in the trace.

Uplink radio resources and quality saw large transients: UL_NPRB spanned 5.0 to 57.6 with a mean of 17.4, including a rapid increase to about 57.65. UL_SNR varied from 16.7 dB to 30.3 dB with a mean of 20.6 dB and experienced a brief peak near 30.29 dB.

Throughput and buffer metrics exhibited large swings. Transmitted bytes (TX_Bytes) ranged from 92,829 Bytes to 448,763 Bytes with a mean of 329,986.5 Bytes and multiple significant jumps/drops (largest drop to 92,829 Bytes). Received bytes (RX_Bytes) ranged from 168 Bytes to 7,611 Bytes with a mean of 4,464.4 Bytes. Estimated uplink buffer size ranged from 0.55 Kilobytes to 470 Kilobytes with a mean of 220.4 Kilobytes, indicating substantial buffering at times.

Downlink PRB usage and utilization were high and bursty: PRBs_DL_Current ranged from 13.8 to 68.1 with a mean of 52.5, and PRB_Utilization_DL ranged from 13.0% to 64.3% with a mean of 49.5%, both showing multiple abrupt changes including a large jump into the high-60s. Uplink PRBs and utilization remained minimal, with PRBs_UL_Current between 0 and 3.5 (mean 1.2) and PRB_Utilization_UL between 0 and 3.3 (mean 1.2).

Packet counts reflected asymmetric traffic: uplink packets ranged from 0 to 250 with a mean of 58.5, while downlink packets ranged from 0 to 850 with a mean of 200.2.

Finally, transport-layer usage was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of timestamps and UL_Protocol was TCP for 99.22% of timestamps.

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.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Identify the congestion status: normal or overloaded?

Was the user static or moving across locations?

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

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

The period length of PRB_Utilization_DL is 128

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.234

Does UL_BLER 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 58.477

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.521

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

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

The period length of PRBs_DL_Current is 128

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

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

The period length of PRB_Utilization_UL is 2.03

What is the average value of PRBs_DL_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 UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of TX_Bytes is 16372516098.96

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 220.435

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 2.03

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 379.35

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.

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1015.889

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

Describe the average trend of PRB_Utilization_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 0.464

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

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

What is the average value of PRBs_UL_Current?

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.521

Does RSRP 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 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 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 25584.323

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

The period length of Estimated_UL_Buffer is 64

Does UL_SNR 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 337.62

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 6960.93

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


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

Overall the radio and traffic metrics show intermittent but significant variability across the session. RSRP moved in several pronounced steps (including a major improvement to −93.0 dB), with observed values between −127.1 dB and −93.0 dB. The average RSRP over the trace is −120.4 dB. Uplink modulation (UL_MCS) fell sharply at one point to as low as 1.66, with UL_MCS spanning 0.88 to 16 and averaging 6.8. Downlink MCS reached a minimum of 1.10, ranged from 1.1 to 7.0, and had a mean of 5.3.

BLER exhibited volatility: DL_BLER experienced multiple large swings (peaking at 0.82) with values between 0.014 and 0.82 and a mean of 0.44. UL_BLER had two notable increases (peaks up to 0.48); its values lie between 0.042 and 0.48 and the mean is 0.15. Resource allocation on the uplink was bursty—UL_NPRB showed several large jumps, reached up to 78.9 PRBs, ranged from 1.1 to 78.9, and averaged 18.0 PRBs. Current downlink PRB allocation also spiked (up to 106 PRBs), with PRBs_DL_Current between 0 and 106 and a mean of 41.8. PRBs_UL_Current varied between 0 and 12 with a mean of 2.0.

UL SNR showed strong excursions: it rose to about 34.2 dB and dipped to around 7.6 dB; the UL_SNR range is 7.6 dB to 34.2 dB and the mean is 20.3 dB. Downlink PRB utilization experienced extreme short spikes (up to 100%), with PRB_Utilization_DL spanning 0% to 100% and averaging 39.5%. Uplink PRB utilization varied between 0% and 12% with a mean of 1.9%.

Traffic volumes were uneven. Transmit bytes had multiple large swings (including a large drop to roughly 108,834 Bytes), with TX_Bytes ranging from 0 to 440,000 Bytes and a mean of 219,310.4 Bytes. Received bytes ranged from 0 to 9,500 Bytes and averaged 2,851.6 Bytes. The estimated uplink buffer occupied between 4.2 KB and 1,241.6 KB and averaged 244.7 KB. Packet counts show uplink packets from 0 to 92 (mean 37.8) and downlink packets from 0 to 450 (mean 191.8). Finally, TCP dominated the session on both directions: DL_Protocol and UL_Protocol were TCP for 87.5% of timestamps.

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

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.

Which condition applies, mobile or static?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 244.693

The variance of PRB_Utilization_DL is 340.268

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 191.805

What is the average value of PRB_Utilization_UL?

The variance of DL_NumberOfPackets is 14229.859

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 37.805

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

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

The period length of PRB_Utilization_DL is 128

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

The period length of Estimated_UL_Buffer is 128

What is the average value of PRBs_DL_Current?

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

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

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.

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 average value of PRBs_UL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 48607.295

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

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

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

The period length of PRBs_DL_Current is 128

Describe the average trend of 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 921.245

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

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

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

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

The period length of DL_NumberOfPackets is 128

The variance of TX_Bytes is 13409245410.783

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 382.325

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

The period length of PRBs_UL_Current is 64

What is the variance of PRBs_UL_Current?

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 4.503

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.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 39.478

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

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

The period length of PRB_Utilization_UL is 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.

Does UL_NPRB 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.


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

RSRP showed a notable improvement mid-sequence, rising by 16.15 dB to a peak near -102.85 dB; overall RSRP varied between -124.7 dB and -102.8 dB. The average RSRP was -118.8 dB. Uplink MCS exhibited multiple sharp excursions (including a 9.0-point rise to 19.0), with values spanning 0.8 to 19 and a mean of 11.2. Downlink MCS experienced several drops (e.g., falls to 1.38 and 0.60), ranged from 0.6 to 7 and averaged 6.0. Downlink BLER had abrupt changes including a spike to 0.7; DL BLER ranged from 0.032 to 0.7 with a mean of 0.26. Uplink BLER stayed relatively low, between 0.025 and 0.19, mean 0.089.

Uplink resource use (NPRB) was highly variable with multiple large swings up to 60 PRBs; UL_NPRB ranged 0.5 to 60 and averaged 23.7. UL SNR also showed strong volatility, peaking near 40.3 dB after a 25 dB jump, with a range of 11.0 to 44.8 dB and mean 21.0 dB. TX_Bytes saw frequent large jumps and drops, including a fall to zero, with values between 0 and 440,000 Bytes and a mean of 301,932.8 Bytes. RX_Bytes ranged from 0 to 29,000 Bytes and averaged 6,957 Bytes. Estimated UL buffer occupancy varied from 5.3 to 2,806.0 Kilobytes and had a mean of 886.1 KB.

Downlink PRB usage and utilization mirrored each other with several pronounced drops to zero; PRBs_DL_Current ranged 0 to 110 with mean 53.4, and PRB_Utilization_DL ranged 0% to 100% with mean ~50.4%. Uplink PRBs and utilization remained low: PRBs_UL_Current 0 to 16 (mean 2.1) and PRB_Utilization_UL 0% to 15% (mean 2.0%). Packet counts were bursty: UL packets 0 to 220 (mean 49.1) and DL packets 0 to 1000 (mean 174.0). Traffic was predominantly TCP: DL protocol was TCP for 80.47% of timestamps (UDP 1.56%), and UL protocol was TCP for 81.25% (UDP 0%).

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

This is a segment from a file download session.

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

The user was transitioning between zones.

From static or mobile, which best describes the user?

The user was mobile during this session.

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 346.854

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 886.15

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_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 389.725

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

The period length of DL_NumberOfPackets is 25.6

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 39647.345

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 4.111

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 221911.865

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

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

The period length of PRBs_DL_Current is 32

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

The period length of PRBs_UL_Current is 3.37

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 49.109

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

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

The variance of TX_Bytes is 14317798151.151

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

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

The period length of PRB_Utilization_DL is 32

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

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

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

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

The period length of UL_NumberOfPackets is 64

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

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

The variance of RX_Bytes is 24068027.204

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.409

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 3.659

What is the average value of PRBs_UL_Current?

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1993.358

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

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

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

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

The period length of PRB_Utilization_UL is 3.37

What is the average value of PRBs_DL_Current?

Does UL_SNR 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 173.961

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

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

Describe the average trend of UL_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.


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

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

Overall the link shows moderately weak but stable downlink signal strength with variable uplink conditions and sporadic resource and throughput swings. RSRP stayed between -117.0 dB and -109.5 dB, with an average of -114.0 dB. UL SNR fluctuated from a minimum of 5.0 dB to a maximum of 31.1 dB; its mean value is 20.2 dB, reflecting periods of both poor and good uplink radio quality.

Uplink modulation and scheduling were highly dynamic: UL MCS ranged from 0.32 to 19.0 with a mean of 14.1, showing an early drop to very low MCS followed by recovery to high values. DL MCS ranged from 1.9 to 7.0 with a mean of 6.4, indicating generally lower downlink spectral efficiency. Downlink BLER varied between 0.00087 and 0.51 with a mean of 0.11, including bursts reaching ~51% BLER; uplink BLER ranged from 0.012 to 0.16 with a mean of 0.09.

Resource block usage was intermittent and often highly loaded on downlink: PRBs_DL_Current spanned 0 to 69 with a mean of 57.4, and PRB_Utilization_DL covered 0 to 65 with a mean of 54.2, showing multiple large drops to zero. Uplink PRBs and utilization were mostly low but exhibited short spikes: PRBs_UL_Current ranged 0 to 31 with mean 2.1, and PRB_Utilization_UL ranged 0 to 30 with mean 2.0. UL_NPRB (number of UL PRBs) varied from 6.8 to 106.0 with a mean of 27.5, including several pronounced jumps (largest to 106).

Traffic volumes and buffers showed bursty uplink transmissions and modest downlink payloads. TX_Bytes ranged from 0 Bytes to 4.5e+05 Bytes with a mean of 361,478.7 Bytes, featuring abrupt drops to zero; RX_Bytes ranged from 0 Bytes to 14,000 Bytes with a mean of 6,929.4 Bytes. Estimated_UL_Buffer extended from 249.6 Kilobytes to 2,651.0 Kilobytes with a mean of 1,355.8 Kilobytes, indicating episodes of uplink queuing. Packet counts mirrored this burstiness: UL_NumberOfPackets spanned 0 to 150 with a mean of 78.1, while DL_NumberOfPackets ranged 0 to 1,100 with a mean of 237.7.

Protocol usage was overwhelmingly TCP: downlink traffic was TCP for 98.44% of timestamps and uplink TCP for 96.88% of timestamps. In sum, the scenario shows weak RSRP, variable UL radio quality (wide UL_SNR and UL_MCS swings), high and bursty DL resource utilization, intermittent UL resource spikes, and marked uplink buffer/throughput burstiness that could drive latency or retransmissions during congestion.

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

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

From static or mobile, which best describes the user?

The user was mobile during this session.

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

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

The period length of PRB_Utilization_DL is 42.67

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 18280.487

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

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

The period length of UL_NumberOfPackets is 42.67

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 237.719

What is the average value of PRBs_UL_Current?

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 114035.722

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.174

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 8.312

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 42.67

The variance of TX_Bytes is 13178946239.722

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

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

The period length of DL_NumberOfPackets is 32

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 78.078

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 278.278

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 312.674

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1355.753

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

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

What is the variance of PRBs_UL_Current?

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

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

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

The period length of PRBs_UL_Current is 5.82

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

The period length of PRB_Utilization_UL is 5.82

What is the average value of PRB_Utilization_UL?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1279.758

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.

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 8.53


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

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 remained consistently low, ranging between -121.0 dB and -117.0 dB with a mean of -118.6 dB, indicating a weak received signal. Uplink modulation (UL_MCS) stayed high, between 14.0 and 16.0 with a mean of 14.9, while downlink modulation (DL_MCS) was lower, between 6.0 and 7.0 with a mean of 6.5. Downlink BLER exhibited volatility: values spanned 0.0087 to 0.43 with a mean of 0.098, including a notable spike to about 0.30 between t≈44–63. Uplink BLER ranged from 0.048 to 0.15 with a mean of 0.085. Uplink SNR was healthy, between 15.3 dB and 27.5 dB with a mean of 20.8 dB.

Uplink resource allocation (UL_NPRB) showed multiple abrupt changes, peaking at 61.4 and bottoming at 6.0 with a mean of 17.8; the largest jump rose to ~61.4 around t≈17–22. Downlink PRBs (PRBs_DL_Current) varied between 15.9 and 68.1 with a mean of 60.8 and experienced sharp drops to the mid-teens around t≈45–52 and t≈121–124. Corresponding DL PRB utilization mirrored this pattern, ranging 15.0–64.3 with a mean of 57.4 and similar steep dips to ~15–17 during those intervals. UL PRBs and UL PRB utilization remained minimal, between 0 and 4.5 (mean 1.4) and 0 and 4.2 (mean 1.3) respectively.

Traffic volumes showed large uplink bursts and occasional falls: TX_Bytes ranged from 100,828 Bytes to 445,194 Bytes with a mean of 383,572.9 Bytes and experienced two sharp drops to ~100–121k Bytes around t≈45–51 and t≈121–125. RX_Bytes ranged from 1,924 Bytes to 16,622 Bytes with a mean of 6,589.9 Bytes. Estimated uplink buffer size varied between 317.4 KB and 1,535.4 KB with a mean of 1,150.2 KB. Packet counts were elevated: UL_NumberOfPackets ranged 0–120 with a mean of 76.7, and DL_NumberOfPackets ranged 0–1,000 with a mean of 214.7. Finally, TCP dominated the traffic: DL_Protocol was TCP for 94.53% of samples and UL_Protocol was TCP for 99.22% of samples.

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

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

The user changed zones during the session.

Was the environment jammed or interference-free?

This period was free of jamming activity.

There was no congestion-related degradation.

Which condition applies, mobile or static?

What is the average value of PRBs_UL_Current?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 90.627

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1150.168

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

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

Does DL_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.

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 80.657

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

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

The period length of PRB_Utilization_UL is 128

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.376

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 2.98

What is the average value of PRB_Utilization_UL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 76.688

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.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 214.734

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.603

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.677

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

The variance of TX_Bytes is 4484397157.565

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

Does UL_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 28123.472

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

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

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

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

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

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

The period length of PRBs_UL_Current is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 28604.698

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

The period length of UL_NumberOfPackets is 5.57

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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 675.854

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

The period length of PRB_Utilization_DL is 25.6

Does 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 18.29

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

The period length of PRBs_DL_Current is 25.6

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


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

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

RSRP was consistently poor, ranging between -118.5 dB and -107.0 dB with an average of -111.2 dB. Uplink modulation (UL_MCS) showed a sharp collapse around t=118–127 down to 0, overall spanning 0 to 17 with a mean of 14.6. Downlink MCS remained tightly clustered between 6.0 and 7.0, mean 6.8. Downlink BLER experienced a transient spike up to 0.24 (from a minimum of 0.00047), and its average BLER was 0.041. Uplink BLER varied between 0.046 and 0.17 with a mean of 0.093.

Uplink resource allocation (UL_NPRB) was highly variable with several large jumps; values ranged from 5.4 to 89.3 and averaged 23.9. Uplink SNR showed two pronounced spikes (peaking near 30.8 dB and 31.6 dB); overall UL_SNR ranged from 16.6 dB to 31.6 dB with a mean of 20.5 dB.

Traffic volume exhibited major fluctuations. Transmit bytes (TX_Bytes) swung widely, between 105,951 Bytes and 446,042 Bytes and averaged 408,879.5 Bytes, including a large drop around t=90–95. Received bytes (RX_Bytes) were much lower, between 210 Bytes and 21,107 Bytes with a mean of 7,474.2 Bytes. The Estimated UL Buffer varied from 37.7 Kilobytes up to 2,694.1 Kilobytes and averaged 434.2 Kilobytes.

Downlink PRB usage (PRBs_DL_Current) and DL PRB utilization showed several prominent dips, with PRBs_DL_Current ranging from 15.9 to 69.4 and a mean of 62.3, and PRB_Utilization_DL between 15.0% and 65.5% with a mean of 58.8%. Uplink PRBs and UL utilization were near zero most of the time but jumped late in the trace to about 45 PRBs and ~42% utilization; PRBs_UL_Current ranged from 0 to 45 with a mean of 2.4, and PRB_Utilization_UL ranged from 0% to 42% with a mean of 2.3%.

Packet counts were bursty: uplink packets ranged from 10 to 185 with a mean of 82.3, while downlink packet counts spiked to the order of thousands (range 0 to 2,000, mean 261.7). Protocol usage was dominated by TCP: DL_Protocol was TCP for 95.31% of samples and UL_Protocol was TCP for 100.00% of samples.

Was the user streaming YouTube, Twitch, 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 static or moving across locations?

The variance of UL_NumberOfPackets is 1151.577

The period length of PRBs_DL_Current is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 70631.266

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

The period length of PRB_Utilization_UL is 25.6

The variance of Estimated_UL_Buffer is 101645.364

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 78.912

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 88.666

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

The variance of TX_Bytes is 4231353410.062

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 32

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 82.328

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

The period length of PRB_Utilization_DL is 128

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

The period length of Estimated_UL_Buffer is 25.6

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 16.645

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

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

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

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

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 PRBs_UL_Current?

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

What is the average value of PRBs_DL_Current?

Describe the average trend of 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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 434.244

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

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

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

The period length of DL_NumberOfPackets is 25.6

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.

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 58.793

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

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

The period length of PRBs_UL_Current is 25.6

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 18.701

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 261.703

What is the average value of PRB_Utilization_UL?


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

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

Over the trace the downlink reference signal level weakened notably: RSRP fell as much as 19.67 dB to a minimum around -134.7 dB (maximum observed -98.6 dB). The average RSRP was -116.0 dB. Uplink modulation and coding efficiency degraded intermittently: UL_MCS dropped to a low of 6.0 (range 6.0 to 17.0) with a mean of 13.7. DL_MCS stayed relatively high, ranging from 4.1 to 7.0 with a mean of 6.5.

Downlink block error rate experienced a sharp spike up to 0.66 (range 0.005 to 0.66); the mean DL_BLER was 0.13. Uplink BLER ranged from 0.024 to 0.17 with a mean of 0.094. Uplink SNR varied between 12.1 dB and 27.8 dB and averaged 20.5 dB.

Resource allocation on the uplink showed large variability: UL_NPRB oscillated with several jumps, peaking at 92.9 and bottoming at 5.6, mean 25.6. PRBs allocated on the downlink also swung dramatically, dropping to 0 at times and reaching up to 68; the mean PRBs_DL_Current was 55.0. Correspondingly, DL PRB utilization ranged from 0% to 64% with a mean of 51.9%, while UL PRB utilization stayed low (0% to 5.4%, mean 1.4%) and PRBs_UL_Current ranged 0 to 5.7 with a mean of 1.5.

Traffic and buffering patterns were bursty: uplink transmitted bytes showed at least five major jumps and falls, hitting 0 Bytes at a trough and up to about 450,000 Bytes at the high end; mean TX_Bytes was ~351,912 Bytes. Downlink RX_Bytes ranged from 0 to ~13,000 Bytes with a mean of 4,818 Bytes. The estimated uplink buffer spanned 44.5 to 1,289.4 Kilobytes and averaged 448.4 KB. Packet counts mirrored this burstiness: UL packet count ranged 0 to 150 (mean 55.6) and DL packet count ranged 0 to 1,100 (mean 183.6).

From a protocol perspective, TCP dominated traffic: DL_Protocol was TCP for 84.38% of samples and UL_Protocol was TCP for 86.72% of samples; UDP usage was effectively zero. Overall, the record shows intermittent radio degradation (notable RSRP and UL_MCS drops and DL_BLER spikes) accompanied by highly variable resource allocation and bursty uplink transmission demand.

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

This segment matches file download traffic.

Identify the congestion status: normal or overloaded?

Identify the user state: still or in motion?

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 324.337

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 34983.566

The mean of PRB_Utilization_DL is 51.901

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

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

The period length of PRBs_UL_Current is 128

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

The period length of PRB_Utilization_UL is 128

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1103.649

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 288.658

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

The period length of PRB_Utilization_DL is 128

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 36211.862

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

The period length of DL_NumberOfPackets is 42.67

What is the average value of PRBs_UL_Current?

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

The period length of Estimated_UL_Buffer is 128

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

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

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

What is the average value of PRBs_DL_Current?

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

The period length of PRBs_DL_Current is 128

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 448.407

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

The period length of UL_NumberOfPackets is 64

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 183.609

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_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 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.

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 55.641

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

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

The variance of TX_Bytes is 14469093475.994

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.984

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.106

What is the average value of PRB_Utilization_UL?


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

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

Overall the trace shows generally improving uplink radio conditions mid-trace and high variability in resource use and traffic. RSRP increases steadily over a 5.3 s interval (indices ~40–93) at about +1.154 dB/s; RSRP values span -116.0 dBm to -107.0 dBm. The RSRP mean is -111.0 dBm.

Uplink modulation and link quality show pronounced shifts. UL_MCS falls sharply to 0 and then recovers to a peak around 17; UL_MCS ranges from 0 to 18 with a mean of 13.5. UL_SNR also rises late in the capture, reaching up to 31.14 dB after a 13.91 dB spike; UL_SNR spans 15.3 dB to 31.1 dB with a mean of 21.0 dB. UL_BLER remains low overall, between 0.026 and 0.19 with a mean of 0.095.

Downlink MCS is stable at low values: DL_MCS ranges 6.0 to 8.1 with a mean of 6.2. DL_BLER is more volatile with multiple large jumps, peaking at 0.89; DL_BLER ranges from 0.033 to 0.89 and averages 0.31.

Resource block and scheduling activity is bursty. UL_NPRB experiences large spikes, reaching as high as 73.0; UL_NPRB ranges 3.8 to 73.0 with a mean of 18.8. DL PRB assignment and utilization show frequent large drops to zero (largest dips noted), with PRBs_DL_Current ranging 0 to 68 and mean 45.3, and PRB_Utilization_DL ranging 0 to 64 with mean 42.8. UL PRBs and utilization remain low: PRBs_UL_Current 0 to 15 (mean 1.6) and PRB_Utilization_UL 0 to 14 (mean 1.5).

Traffic and buffer metrics are bursty as well. TX_Bytes vary widely with several abrupt changes, reaching up to 450,000 Bytes and down to 0; TX_Bytes range 0 to 450,000 Bytes with a mean of 273,642.9 Bytes. RX_Bytes range 0 to 12,000 Bytes, mean 4,443.8 Bytes. Estimated_UL_Buffer spans 0 to 850 Kilobytes with a mean of 238.4 Kilobytes. Packet counts reflect intermittent load: UL_NumberOfPackets range 0 to 160 (mean 57.0) and DL_NumberOfPackets range 0 to 1,000 (mean 179.3).

Finally, transport layer usage is dominated by TCP: DL_Protocol is TCP for 89.06% of samples and UL_Protocol is TCP for 89.06% of samples.

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

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

The user changed zones during the session.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

This trace shows normal throughput conditions.

Was the user static or moving across locations?

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

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

Describe the average trend of 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 179.305

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

The period length of PRBs_DL_Current is 42.67

Describe the average trend of 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 128

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

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

What is the average value of PRBs_DL_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_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.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.008

What is the average value of PRB_Utilization_UL?

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 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 42.67

What is the average value of PRB_Utilization_DL?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.721

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.

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

The variance of TX_Bytes is 19477829128.223

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 17203.256

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 466.41

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 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 18.29

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 524.059

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1359.803

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 238.431

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

Does DL_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_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 22997.662

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 3.057

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

The period length of PRB_Utilization_DL is 42.67

Describe the average trend of 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?


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

RSRP trends upward between indices ~71–123 (about 5.2 s) with an average rise of ~1.176 dB/s. RSRP values span from -117.0 dB to -110.0 dB. The mean RSRP is -114.5 dB.

UL_MCS varies from 13.0 to 17.0 with a mean of 14.5. DL_MCS ranges between 6.0 and 7.0 with a mean of 6.5.

DL_BLER experienced two notable increases: a jump of 0.25 to 0.32 around t≈57–67 and a jump of 0.32 to 0.34 around t≈99–125. DL_BLER values lie between 0.0068 and 0.34, with a mean of 0.11. UL_BLER ranges from 0.046 to 0.17 and has a mean of 0.086.

UL_NPRB shows a sharp spike (~84.54) peaking at ~100.63 around t≈97–103. UL_NPRB spans 7.3 to 100.6 with a mean of 18.0. UL_SNR ranges from 13.6 dB to 25.1 dB and averages 20.4 dB.

TX_Bytes exhibited at least five large swings; the largest fall was ~340,937 Bytes down to ~99,231 Bytes around t≈55–60. TX_Bytes overall range is 96,030 Bytes to 445,194 Bytes, mean 374,374.3 Bytes. RX_Bytes vary from 209.0 Bytes to 20,893.0 Bytes with a mean of 5,390.2 Bytes.

Estimated_UL_Buffer spans 2.0 KB to 1,069.3 KB and averages 268.5 KB.

PRBs_DL_Current had multiple big jumps/drops; the largest drop was ~51.7 to a low of 14.8 around t≈97–106. PRBs_DL_Current ranges 14.8 to 68.1 with a mean of 58.8. PRBs_UL_Current is between 0 and 5.6 with a mean of 1.6.

PRB_Utilization_DL mirrored PRBs with several swings and a largest dip of ~48.8 to 14.0 around t≈97–106. PRB_Utilization_DL ranges 14.0 to 64.3 with a mean of 55.4. PRB_Utilization_UL ranges 0 to 5.3 with a mean of 1.5.

UL_NumberOfPackets spans 2.0 to 198.0 with a mean of 59.7. DL_NumberOfPackets experienced a spike of 1,506 packets reaching 1,506 around t≈83–89; overall it ranges from 0 to 1,506 with a mean of 208.8.

From a protocol perspective, DL traffic used TCP for 82.81% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps (UDP 0%).

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

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

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

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.445

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 208.836

The period length of PRB_Utilization_DL is 64

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

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

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

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_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 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.

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

The period length of DL_NumberOfPackets is 3.66

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 7.11

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

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.695

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.852

The variance of TX_Bytes is 8422934138.511

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

The period length of UL_NumberOfPackets is 18.29

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 62507.76

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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 185.126

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 268.502

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 164.761

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_UL?

The variance of PRB_Utilization_UL is 0.758

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 20564.897

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

The period length of PRBs_DL_Current is 64

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 727.867

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

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

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

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

The period length of PRB_Utilization_UL is 7.11

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

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

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

What is the average value of PRBs_UL_Current?

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.