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

Radio conditions show relatively weak but stable downlink signal strength: RSRP ranged from -113.0 dB to -107.0 dB. The mean RSRP was -110.2 dB. Uplink SNR varied between 12.1 dB and 30.6 dB, with a mean of 20.2 dB.

Uplink modulation and scheduling exhibited notable dynamics. UL_MCS moved between 5.8 and 18.0 with a mean of 14.5; it dropped to about 5.85 around t≈40–48 and climbed to ~18.0 around t≈60–72. UL_NPRB ranged from 5.0 to 45.6 with a mean of 23.1, including a sharp increase to ~45.6 near t≈101–112. PRBs assigned downlink were frequently high: PRBs_DL_Current spanned 0 to 67 with a mean of 53.9 and showed multiple large jumps (largest to ~65.5 around t≈44–56). PRB_Utilization_DL mirrored that behavior, ranging 0 to 64 with a mean of 50.8 and the same large jump. Uplink PRB usage and utilization remained low: PRBs_UL_Current ranged 0 to 3 (mean 1.3) and PRB_Utilization_UL 0 to 2.8 (mean 1.2).

Throughput and traffic patterns were bursty. TX_Bytes varied from 0 to 450,000 Bytes with a mean of 339,609.8 Bytes and experienced multiple prominent jumps and drops, including a fall to 0 around t≈29–47. RX_Bytes ranged from 0 to 9,900 Bytes with a mean of 4,425.0 Bytes. Estimated_UL_Buffer ranged 29.6 KB to 698.5 KB with a mean of 330.8 KB. Packet counts reflected asymmetric traffic: UL_NumberOfPackets ranged 0 to 120 (mean 57.7), while DL_NumberOfPackets ranged 0 to 900 (mean 223.5).

Error and link quality metrics indicate intermittent downlink reliability issues. DL_BLER ranged from 0.015 to 0.52 with a mean of 0.16 and showed at least three significant spikes (the largest reaching ~0.5 between t≈32–57). UL_BLER ranged 0.041 to 0.19 with a mean of 0.092.

Protocol usage was dominated by TCP: DL_Protocol was TCP for 92.97% of timestamps and UL_Protocol was TCP for 96.88% of timestamps.

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

This segment matches file download traffic.

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

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

The signal was clean with no jamming detected.

Was the user stationary or in motion during this window?

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 RX_Bytes 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.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.727

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.

The variance of TX_Bytes is 15044547553.607

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.409

Does PRBs_UL_Current 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 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.

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 31771.637

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

The period length of PRB_Utilization_DL is 64

Describe the average trend of 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 2.91

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

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

Does TX_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.

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

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

What is the variance of PRBs_UL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 223.477

What is the average value of PRB_Utilization_UL?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 375.948

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 330.81

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

Describe the average trend of PRBs_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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 606.184

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 16589.876

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 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 50.822

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 DL_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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 334.592

Does UL_BLER 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 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 TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

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

Across the capture the downlink signal level weakened: RSRP declined over the first ~6.1 s (indices 0–61) at about 2.0 dB/s. RSRP values ranged between -121.0 dB and -105.0 dB. The mean RSRP was -115.5 dB.

Uplink radio conditions showed intermittent improvements and resource swings. UL_SNR varied between 15.0 dB and 36.4 dB, with a mean of 20.8 dB, including a brief spike to 31.54 dB. UL_MCS oscillated between 10.0 and 18.0 (mean 14.2), with a notable rise to 18 and later a drop to 10. UL_NPRB ranged from 5.0 to 29.6 (mean 14.7), with a sharp allocation increase up to ~29.6. PRBs_UL_Current and PRB_Utilization_UL remained low overall: PRBs_UL_Current ranged 0 to 2.9 (mean 1.1) and PRB_Utilization_UL ranged 0 to 2.7 (mean 1.1).

Downlink modulation and efficiency were relatively stable at low MCS levels: DL_MCS was between 6.0 and 7.0 with a mean of 6.1. DL PRB usage and utilization showed larger variability: PRBs_DL_Current ranged from 13.8 to 67.3 (mean 50.3) and PRB_Utilization_DL ranged from 13.0% to 63.5% (mean 47.4%), with several sharp drops (largest dip to ~14 PRBs and to ~13% utilization).

Link reliability experienced bursts of errors. DL_BLER spiked repeatedly, reaching highs up to 0.86 (range 0.015 to 0.86) with a mean of 0.25; the largest sustained spike peaked near 0.9. UL_BLER varied from 0.033 to 0.20 with a mean of 0.098 and included a short spike to 0.20.

Traffic and buffering show asymmetric throughput and uplink backlog. TX_Bytes ranged from 90,444 Bytes to 441,465 Bytes (mean ~301,780 Bytes) and exhibited multiple large jumps and dips, including a pronounced fall to ~94,046 Bytes. RX_Bytes ranged from 168 Bytes to 7,228 Bytes with a mean of 3,713 Bytes. Estimated_UL_Buffer spanned 0.7 KB to 420 KB (mean 178.2 KB), indicating notable uplink buffering at times.

Packet counts and transport protocols: UL_NumberOfPackets ranged 2 to 109 (mean 61.8); DL_NumberOfPackets ranged 0 to 700 (mean 229.4). Transport was dominated by TCP: DL_Protocol was TCP for 90.62% of timestamps (UDP 0%), and UL_Protocol was TCP for 100% of timestamps.

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

File download was the primary application used.

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

The user was transitioning between zones.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Was the user static or moving across locations?

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

The period length of PRBs_UL_Current is 25.6

Describe the average trend of 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_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 UL_NumberOfPackets?

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 353.745

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

The variance of PRB_Utilization_DL is 314.832

What is the average value of PRBs_DL_Current?

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7415.411

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.386

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 229.367

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

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

The period length of DL_NumberOfPackets is 42.67

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

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.

Does DL_BLER 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 47.416

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 803.188

What is the average value of PRB_Utilization_UL?

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

The period length of PRB_Utilization_DL is 64

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

Describe the average trend of UL_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.

The variance of TX_Bytes is 13314382451.813

What is the average value of PRBs_UL_Current?

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 178.171

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

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

Describe the average trend of 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_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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.433

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

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

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 20123.1


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

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

The radio link shows consistently poor RSRP with values between -120.0 dB and -115.0 dB; the average RSRP is -117.4 dB. Uplink SNR is generally healthy, ranging from 14.0 dB to 29.6 dB with a mean of 20.3 dB, including a sharp spike to 29.62 dB over a short interval.

Uplink MCS fluctuated substantially, spanning 0 to 17 with a mean of 12.9; it experienced multiple abrupt transitions, including a drop to 0. Downlink MCS stayed lower, between 2.0 and 7.0 with a mean of 3.8, and exhibited noticeable upward steps.

Block error rates show asymmetry: DL_BLER ranges from 0.012 to 0.58 with a mean of 0.21 and a sustained downward trend over several seconds (about 5.6 s) averaging a 0.022 per-second decrease; DL_BLER also had abrupt changes including a fall to 0.1. UL_BLER ranged from 0.013 to 0.17 with a mean of 0.085.

Resource allocation and utilization on uplink were sporadic: UL_NPRB varied between 5.0 and 56.3 with a mean of 16.0 and several large jumps/drops (largest down to ~5.5). PRBs allocated on DL were high on average but volatile, with PRBs_DL_Current ranging from 13.8 to 68.4 and a mean of 54.6, and PRB_Utilization_DL ranging from 13.0% to 64.5% with a mean of 51.5%; both showed multiple pronounced dips. PRBs_UL_Current and PRB_Utilization_UL were mostly idle but spiked briefly: PRBs_UL_Current ranged 0 to 31 with mean 1.6, and PRB_Utilization_UL ranged 0% to 29% with mean 1.5%, including a jump to ~30 PRBs/29% utilization.

Traffic volume was dominated by transmissions: TX_Bytes varied widely between 32,585 Bytes and 445,114 Bytes with a mean of 212,840.1 Bytes and experienced large drops; RX_Bytes ranged from 0 Bytes to 7,500 Bytes with a mean of 3,237.7 Bytes. Estimated uplink buffer oscillated between 0 Kilobytes and 800 Kilobytes with a mean of 160.5 KB. Packet counts mirrored this: UL_NumberOfPackets ranged 0–97 (mean 40.0), while DL_NumberOfPackets jumped to 1,310 packets and overall ranged 0–1,310 (mean 113.7).

Protocol usage was heavily TCP-dominant: DL traffic used TCP for 64.06% of timestamps, while UL traffic was TCP at 98.44%; UDP usage was effectively absent.

Overall interpretation: weak downlink signal strength but acceptable uplink SNR, intermittent and sometimes aggressive changes in UL resource assignment and MCS, moderate-to-high DL resource utilization with notable BLER variability, and traffic heavily skewed toward uplink transmissions and TCP transport.

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

This is a segment from a file download session.

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

Zone localization is unclear due to mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Was the network congested or operating normally?

Can you classify the user as moving or still?

The period length of PRBs_DL_Current is 16

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 271.896

The period length of Estimated_UL_Buffer is 128

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 10.883

Does TX_Bytes 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 9.686

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.539

What is the average value of PRBs_DL_Current?

What is the average value of PRBs_UL_Current?

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 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 500.984

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 39.977

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.

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

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

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

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

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

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

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

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

Does UL_NPRB 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 16

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 113.734

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 305.503

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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 160.518

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

The period length of PRB_Utilization_UL is 128

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

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

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 44802.732

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

The variance of TX_Bytes is 18907834309.36

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11869.339


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

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

RSRP averaged -113.9 dB, varying between -121.0 dB and -102.0 dB, indicating generally poor downlink signal levels. UL_SNR showed occasional strong uplink quality spikes, reaching a maximum of 34.01 dB and a minimum of 16.5 dB; its mean was 20.6 dB. UL_MCS fluctuated notably: values fell to 0 and later rose to a peak of 18, with an overall range of 0 to 18 and a mean of 13.5, reflecting variable uplink modulation efficiency. DL_MCS stayed tight between 6.0 and 7.0 with a mean of 6.5, so downlink modulation remained low and stable.

Downlink block error behavior was volatile, with DL_BLER ranging from 0.0003 to 0.65 and a mean of 0.16; the largest sustained increase reached about 0.7 near the end of the window. Uplink BLER ranged from 0.013 to 0.19 with a mean of 0.071, including a jump to 0.19 late in the trace.

Resource allocation showed bursts of activity: UL_NPRB varied between 5.0 and 68.8 with a mean of 18.9 and exhibited large spikes up to ~68.8. PRBs_UL_Current ranged from 0 to 26 (mean 2.1) and PRB_Utilization_UL mirrored that range (0 to 25, mean 2.0), both showing short uplink allocation peaks around the same times. On the downlink, PRBs_DL_Current spanned 12.7 to 67.6 with a mean of 54.3, and PRB_Utilization_DL ranged 12.0 to 63.8 with a mean of 51.2, though both experienced several sharp drops during the trace.

Traffic volume exhibited large uplink bursts and variability: TX_Bytes ranged from 89,881 Bytes to 445,114 Bytes with a mean of 347,491.4 Bytes and had at least three major jumps/dips (the largest dip brought it down to ~89,881 Bytes). RX_Bytes was much lower overall, between 96.0 Bytes and 8,544.0 Bytes with a mean of 4,938.3 Bytes. The estimated uplink buffer size ranged from 1.3 Kilobytes to 794.9 Kilobytes with a mean of 247.8 KB, indicating intermittent uplink queuing. Packet counts reflected the same asymmetry: UL_NumberOfPackets varied from 0 to 170 with a mean of 68.6, while DL_NumberOfPackets ranged 0 to 940 with a mean of 257.2.

Protocol usage was overwhelmingly TCP: DL traffic was TCP for 80.47% of timestamps (UDP absent), and UL traffic was TCP for 99.22% of timestamps (UDP absent), suggesting predominantly reliable transport-layer sessions. Overall, the trace shows constrained downlink radio conditions, intermittent uplink capacity spikes, bursty uplink traffic and buffering, and a TCP-dominated workload.

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

File download was the primary application used.

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Choose the condition: congestion or no congestion?

Select the mobility status: moving or stationary?

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

The period length of DL_NumberOfPackets is 128

Does 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

The variance of Estimated_UL_Buffer is 11475.631

Does UL_NPRB 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 UL_SNR 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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 247.785

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.226

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?

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 PRBs_UL_Current?

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

The period length of PRBs_DL_Current is 25.6

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

The variance of TX_Bytes is 14115457212.871

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

The period length of PRBs_UL_Current is 32

Does RSRP 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

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

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

Describe the average trend of 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_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 variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 33454.836

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 257.195

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 283.013

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

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

The period length of Estimated_UL_Buffer is 128

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 7.388

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 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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 317.994

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 68.602

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

What is the average value of PRB_Utilization_UL?

What is the variance of PRBs_UL_Current?

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 32

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 904.1

Does UL_MCS 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 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.


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

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

RSRP showed two brief uplifts, first rising by 14.31 dB to about -106.7 dB early in the trace and later increasing by 11.62 dB to about -105.4 dB. Across the session RSRP ranged between -121.0 dB and -105.4 dB. The mean RSRP was -116.7 dB.

UL MCS collapsed to 0 and then recovered, falling by 10 to a low of 0 and subsequently climbing by 7.7 to reach 16. UL MCS values spanned 0 to 16 and averaged 12.5. DL MCS was stable, ranging from 6.0 to 7.0 with a mean of 6.7.

DL BLER experienced a spike up to 0.52 (an increase of 0.29 during the event). DL BLER ranged between 0.0025 and 0.52 and had a mean of 0.087. UL BLER stayed lower overall, ranging from 0.016 to 0.19 with a mean of 0.084.

UL NPRB showed a sharp allocation increase to 67.9 (a rise of 61.76) followed by a rapid fall to 8.6 (a drop of 48.9). UL NPRB fell within 5.0 to 67.9 and averaged 24.3. UL SNR was healthy, between 13.8 dB and 29.7 dB, with a mean of 20.4 dB.

TX_Bytes briefly dipped to 232,671 Bytes (a drop of 212,443 Bytes) but otherwise varied broadly; TX_Bytes ranged from 97,247 Bytes to 448,843 Bytes and the mean was 396,889.1 Bytes. RX_Bytes ranged from 180 Bytes to 12,598 Bytes and averaged 6,971.1 Bytes. Estimated_UL_Buffer varied from 8.5 Kilobytes to 8,686.0 Kilobytes and had a mean of 438.9 Kilobytes.

Downlink PRB allocation (PRBs_DL_Current) was relatively high, ranging 19.1 to 69.4 PRBs with a mean of 61.5. Uplink PRB allocation (PRBs_UL_Current) saw a spike to 36.9 PRBs and then collapsed to about 0.5 PRBs; PRBs_UL_Current ranged from 0 to 71 and averaged 3.9. DL PRB utilization moved between 18.0% and 65.5% with a mean of 58.0%, and UL PRB utilization showed multiple large swings (the largest drop reached 0.4%), ranging from 0% to 67% with a mean of 3.7%.

Packet counts reflected the traffic load: UL_NumberOfPackets ranged from 0 to 180 and averaged 70.8, while DL_NumberOfPackets ranged from 0 to 1,100 and averaged 231.4. Transport layer usage was overwhelmingly TCP: DL_Protocol was TCP for 96.88% of samples and UL_Protocol was TCP for 97.66% of samples.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

There was no congestion-related degradation.

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 58.002

The variance of PRBs_UL_Current is 71.552

Does UL_BLER 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 70.812

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

The period length of PRB_Utilization_UL is 128

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

What is the average value of PRB_Utilization_UL?

The variance of TX_Bytes is 5116159661.928

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

What is the average value of PRBs_UL_Current?

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 438.875

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 RSRP 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_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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 79.552

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 17274.091

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1271.303

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

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

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

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

The period length of UL_NumberOfPackets is 128

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 63.682

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

The period length of DL_NumberOfPackets is 128

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

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

Describe the average trend of 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 564571.918

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 89.385

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

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

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 231.445

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


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

Over the capture period the downlink reference signal (RSRP) weakened notably, falling as low as -132.8 dB and as high as -108.0 dB. The average RSRP was -112.9 dB, with a pronounced dip (≈18.8 dB) occurred mid-window. Uplink SNR showed a strong transient improvement, peaking at 41.12 dB and bottoming at 11.9 dB; the mean UL_SNR was 21.0 dB and the largest spike reached ~29.25 dB.

Modulation and coding on the uplink (UL_MCS) dropped to a minimum of 5.4 and reached up to 17.0, averaging 13.2. Downlink MCS ranged from 2.8 to 7.0 with a mean of 6.3. UL resource block usage (UL_NPRB) was highly variable, between 2.3 and 59.9 PRBs and averaging 19.3 PRBs, with several large jumps (the largest to 59.9 PRBs). Current DL PRBs varied from 0 to 67 (mean 41.1), and DL PRB utilization mirrored that range (0 to 64, mean 38.8). UL PRBs and UL PRB utilization remained low, ranging 0–3.7 (mean 1.3) and 0–3.5 (mean 1.2) respectively.

DL block error rate (DL_BLER) trended downward over the first ~6.3 s (indices 0–63) at about 0.062 per second on average, but exhibited multiple abrupt jumps and drops; DL_BLER spanned 0.0037–0.92 with a mean of 0.31, including a large jump to 0.7. UL BLER stayed relatively low, ranging 0.023–0.2 with a mean of 0.086.

Traffic volumes were dominated by uplink bursts: TX_Bytes ranged from 0 to 450,000 Bytes with a mean of 258,300.5 Bytes and showed several major drops to zero. RX_Bytes were much smaller, between 0 and 11,000 Bytes with a mean of 4,049 Bytes. Estimated uplink buffer occupancy varied from 0 to 570 Kilobytes, averaging 239.4 KB. Packet counts reflected the same asymmetry: UL packets ranged 0–150 (mean 52.1) and DL packets 0–860 (mean 199.1).

Finally, transport layer usage was overwhelmingly TCP: downlink TCP for 89.84% of timestamps and uplink TCP for 89.06%; UDP usage was negligible.

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

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

What is the condition: jamming or normal operation?

Can you classify the user as moving or still?

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 19317.917

The mean of DL_NumberOfPackets is 199.062

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 554.674

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 38.778

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

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

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

The period length of DL_NumberOfPackets is 64

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 239.4

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.

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

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

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.

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1274.288

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

The period length of Estimated_UL_Buffer is 42.67

What is the average value of PRBs_UL_Current?

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

Does UL_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.

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

The period length of PRB_Utilization_UL is 64

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

The variance of TX_Bytes is 26179742843.273

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 623.233

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 52.055

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

The period length of PRB_Utilization_DL is 42.67

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

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?

The variance of PRBs_UL_Current is 0.929

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 24889.132

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.827

What is the average value of PRBs_DL_Current?

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_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


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

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

RSRP was consistently poor, varying between -121.0 dB and -116.0 dB. The average RSRP measured -117.9 dB. UL MCS stayed in the mid-to-high range, between 12.0 and 16.0 with a mean of 14.5, while DL MCS was lower, ranging from 5.0 to 7.0 and averaging 6.6.

DL BLER showed a notable transient degradation, rising to 0.22 (peaking around t≈53–65); overall DL BLER ranged from 0.0077 to 0.22 and averaged 0.063. UL BLER remained elevated compared with ideal values, between 0.044 and 0.16 with a mean of 0.089.

UL SNR was healthy, spanning 14.6 dB to 25.1 dB and averaging 20.5 dB. UL NPRBs allocated varied from 7.7 to 26.8 with a mean of 16.9. Current downlink PRBs fluctuated substantially, reaching a low of ~20.1 and a high of 67.3; the average was 60.9. Uplink PRBs were low, between 0.22 and 4.0 with a mean of 1.4.

Downlink PRB utilization mirrored the PRB counts with pronounced oscillations (including a drop to 19.0 around t≈49–57); utilization ranged from 19.0% to 63.5% and averaged 57.5%. Uplink PRB utilization stayed minimal, between 0.21% and 3.8% with a mean of 1.3%.

Traffic bytes on the uplink showed multiple sharp jumps and falls; TX_Bytes ranged from 120,417 Bytes to 445,114 Bytes and averaged 392,631.4 Bytes, including a major dip to ~120k around t≈49–57. RX_Bytes were much lower, between 960 Bytes and 10,284 Bytes with a mean of 4,827.8 Bytes. Estimated UL buffer size varied from 26.0 KB to 498.6 KB and averaged 233.3 KB.

Packet counts varied: UL number of packets ranged from 0 to 120 and averaged 57.1, while DL packet counts spanned 0 to 1,100 and averaged 209.9. Protocol usage was heavily TCP-dominant: DL was TCP for 88.28% of timestamps and UL was TCP for 99.22% of timestamps (UDP negligible).

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

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

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

Select the mobility status: moving or stationary?

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

The variance of TX_Bytes is 4036874224.348

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 209.883

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.062

The variance of PRBs_UL_Current is 0.371

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 566.091

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 233.296

What is the average value of PRBs_UL_Current?

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

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

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

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

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

Does RX_Bytes 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 16

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 4164.42

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 73.755

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.456

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

The period length of PRB_Utilization_UL is 2.29

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

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 16

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 65.642

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

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

The period length of DL_NumberOfPackets is 2.84

What is the average value of PRBs_DL_Current?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 45699.663

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

What is the average value of PRB_Utilization_UL?

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 0.33

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 2.29

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

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

The link shows generally poor downlink signal strength with RSRP ranging from -114.0 dB to -105.0 dB and a mean of -108.9 dB. Uplink radio conditions were variable: UL_SNR ranged from 16.2 dB to 40.5 dB with a mean of 20.9 dB, and UL_MCS sat between 13.0 and 17.0 with an average of 15.6. Downlink spectral efficiency was low, with DL_MCS between 6.0 and 7.0 and a mean of 6.3.

BLER behavior was notable: DL_BLER varied between 0.0075 and 0.64 with a mean of 0.21 and exhibited multiple abrupt jumps and drops (the largest reaching 0.64). UL_BLER ranged from 0.041 to 0.2 with a mean of 0.099. Resource allocation showed bursts: UL_NPRB spanned 6.0 to 44.6 with a mean of 19.9 and experienced a large allocation increase to 44.59; PRBs_DL_Current ranged from 12.7 to 69.2 with a mean of 53.9 and had several sharp drops (largest down to 12.7). PRBs_UL_Current was low, between 0.05 and 4.4 with a mean of 1.5.

PRB utilization mirrored the PRB counts: PRB_Utilization_DL ranged from 12.0% to 65.3% with a mean of 50.8% and showed multiple large swings; PRB_Utilization_UL ranged from 0.047% to 4.2% with a mean of 1.4%. Uplink buffering and traffic patterns indicate intermittent congestion: Estimated_UL_Buffer varied from 5.9 KB to 669.2 KB with a mean of 320.6 KB. TX_Bytes were bursty, spanning 92,829 Bytes to 454,764 Bytes with a mean of 329,120.6 Bytes and multiple large jumps/dips (the largest dip down to 96,861 Bytes). RX_Bytes ranged from 271 Bytes to 10,592 Bytes with a mean of 6,241 Bytes.

Packet counts reflect higher downlink load: UL_NumberOfPackets ranged from 0 to 110 with a mean of 68.0, while DL_NumberOfPackets ranged from 2 to 462 with a mean of 200.3. Protocol usage was overwhelmingly TCP: DL_Protocol was TCP 100% of timestamps; UL_Protocol was TCP for 99.22% of timestamps. Overall, the trace shows constrained downlink radio quality with high DL PRB utilization and intermittent UL resource and buffer surges, while traffic is dominated by TCP.

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

Yes, there was movement during this session.

What is the average value of PRBs_UL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.632

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

The period length of PRBs_UL_Current is 32

Describe the average trend of 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.

The period length of DL_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.

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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 382.951

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 9756.109

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

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

What is the average value of PRB_Utilization_UL?

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 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 15708.371

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1023.89

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.

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.

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.281

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

The variance of TX_Bytes is 15110746252.529

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.563

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 340.825

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 320.643

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

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

The period length of PRB_Utilization_UL is 32

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 UL_NumberOfPackets?

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

The period length of PRB_Utilization_DL is 64

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.812

What is the average value of PRBs_DL_Current?

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

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


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

The trace shows generally poor downlink radio conditions with intermittent uplink capacity bursts. RSRP ranged between -120.0 dB and -86.8 dB; the average RSRP was -113.5 dB, with a notable positive spike of 27.20 dB reaching -86.8 dB around the mid-window. UL_SNR varied from 13.5 dB to 33.9 dB and averaged 20.9 dB, including rapid uplink SNR rises of about 20 dB early and another ~17 dB increase later.

Uplink modulation (UL_MCS) climbed over an extended interval (indices ~8–66) at roughly 1.15 MCS points per second, with values spanning 0 to 18 and a mean of 12.7; it experienced pronounced increases (peaking at 18 and later around 16). Downlink modulation (DL_MCS) stayed narrow, between 6.0 and 7.0 with a mean of 6.4.

BLER behavior differed by link: DL_BLER ranged from 0.014 to 0.79 with a mean of 0.19 and showed an overall downward trend (~0.046 per second between indices 19–88) with several large jumps and a steep fall to 0.1 in one interval. UL_BLER was lower and tighter, between 0.017 and 0.15 with a mean of 0.07.

Resource usage was bursty. UL_NPRB spanned 6.0 to 93.2 (mean 25.1) and included multiple sharp jumps, the largest reaching 93.2. PRBs_DL_Current varied from 14.8 to 68.7 (mean 56.8) with significant upward steps; PRBs_UL_Current covered 0 to 97 (mean 7.1), showing an extreme spike to ~96.5 followed by a collapse to near zero. DL PRB utilization ranged 14.0–64.8 with a mean of 53.6 and exhibited large jumps; UL PRB utilization ranged 0–91 with a mean of 6.7, mirroring the UL_PRB volatility.

Traffic volumes were uneven. TX_Bytes ranged from 92,829 Bytes to 446,042 Bytes with a mean of 349,400.5 Bytes and experienced multiple large drops (one down to ~105,503 Bytes). RX_Bytes ranged 46 Bytes to 21,783 Bytes with a mean of 7,118.4 Bytes. Estimated_UL_Buffer moved between 404.8 KB and 5,271.8 KB with a mean of 1,294.6 KB, indicating occasional uplink backlog. Packet counts reflected bursts: UL packets ranged 0 to 190 (mean 78.1), while DL packets spiked up to 1,309 with an overall range 0 to 1,309 and mean 230.6.

Protocol mix was heavily TCP-dominant: DL traffic used TCP for 85.94% of timestamps, and UL used TCP for 97.66% of timestamps; UDP was negligible.

Taken together, the session shows weak average downlink signal strength, intermittent improvements in uplink radio quality and MCS, frequent and large swings in PRB allocation and utilization (especially on uplink), bursty throughput and packet arrivals, and periodic uplink buffering — a profile consistent with capacity-driven scheduling and transient uplink-dominant load events.

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

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

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

The signal was clean with no jamming detected.

Was the user stationary or in motion during this window?

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

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

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

The mean of UL_NumberOfPackets is 78.141

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_UL_Current?

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

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

The period length of PRBs_DL_Current is 128

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 296.574

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 1568.799

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

The variance of RX_Bytes is 14140135.589

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1294.587

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

The variance of TX_Bytes is 10784560953.021

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

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

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_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 average value of PRBs_DL_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.

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_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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 261.012

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

The period length of DL_NumberOfPackets is 3.76

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 52341.314

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 333.229

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 230.594

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

The period length of PRB_Utilization_DL is 128

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 232.299

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 346697.815

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

What is the average value of PRB_Utilization_DL?

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

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


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 TCP TCP TCP TCP TCP TCP TCP 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 exhibited an overall decline during the capture, notably falling between indices ~67–127 (about 6 s) at an average rate ≈2.88 dB/s; across the trace RSRP ranged from -130.7 dB to -100.0 dB. The mean RSRP was -106.5 dB.

Uplink MCS showed a pronounced early decrease to a low near 4.7 followed by recovery to peaks around 17–18; UL_MCS ranged from 4.7 to 18.0 and averaged 13.0. Downlink MCS was lower overall with values spanning 0 to 7 and a mean of 5.7, including multiple drops to very low MCS levels during the trace.

Downlink BLER experienced intermittent spikes, reaching up to 0.47; DL_BLER ranged from 0.0054 to 0.47 with mean 0.12. Uplink BLER also had spikes, up to ≈0.22; UL_BLER ranged from 0.014 to 0.22 and averaged 0.085.

UL resource usage increased in bursts: UL_NPRB rose to a maximum ~46.5 with a mean of 20.0 (range 1.6–46.5). UL_SNR was relatively healthy, ranging 14.8–31.8 dB with mean 20.6 dB.

Traffic and buffer metrics were bursty. TX_Bytes showed multiple large jumps and drops, including a drop to 0 Bytes; TX_Bytes ranged 0 to 450,000 Bytes with mean ≈273,135 Bytes. RX_Bytes ranged 0 to 14,000 Bytes with mean 6,016 Bytes. Estimated_UL_Buffer varied between 0 and 800 Kilobytes and averaged 317.5 KB.

Downlink radio scheduling showed heavy, intermittent allocation: PRBs_DL_Current peaked at 68 and averaged 45.4 (range 0–68), and DL PRB utilization mirrored that behavior with values between 0 and 64 and mean 42.8. Uplink PRBs and utilization were low: PRBs_UL_Current ranged 0–7.2 with mean 1.7, and PRB_Utilization_UL ranged 0–6.8 with mean 1.6.

Packet counts were variable: UL_NumberOfPackets ranged 2–190 with mean 84.8. DL_NumberOfPackets showed large swings, spanning 0 to ~1,292 packets with mean 213.4.

Protocol usage was overwhelmingly TCP: DL traffic was TCP for ~98.4% of timestamps and UL traffic was TCP for 100% of timestamps.

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

This segment matches file download traffic.

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

The user changed zones during the session.

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

The signal was clean with no jamming detected.

Yes, there was movement during this session.

The variance of PRB_Utilization_DL is 593.125

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

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

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 84.844

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 1594.716

The mean of PRB_Utilization_DL is 42.843

The variance of TX_Bytes is 29067106954.402

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

What is the average value of PRB_Utilization_UL?

The period length of PRBs_UL_Current is 42.67

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 213.445

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 317.504

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

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

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

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.

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.

The variance of RX_Bytes is 14918353.196

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?

What is the average value of PRBs_DL_Current?

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

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

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 34205.556

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_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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 43339.02

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 666.436

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 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 variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.875

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_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 42.67

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

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

The period length of PRB_Utilization_DL is 42.67

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.669

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