RSRP declined steadily between indices ~34 and ~86 (≈5.2 s) at about −1.341 dB/s. RSRP values ranged from −116.0 dB to −106.0 dB. The mean RSRP was −111.0 dB.

Uplink MCS fluctuated between 12.0 and 17.0 with a mean of 14.1. Downlink MCS remained constant at 6.0.

Downlink BLER showed multiple large jumps and drops, including a notable fall to 0.4 between t≈87 and t≈113. DL_BLER ranged from 0.28 to 1.00 and averaged 0.78. Uplink BLER varied from 0.034 to 0.16 with a mean of 0.079.

UL NRB allocation experienced several abrupt changes; the largest increase reached 78.5 around t≈119. UL_NPRB spanned 5.0 to 78.5 and averaged 13.9. UL SNR had multiple spikes—one peaked at 45.0 around t≈109. UL_SNR ranged from 16.1 dB to 45.0 dB and the mean was 21.6 dB.

Transmit bytes showed repeated large bursts, the biggest spike rising to ~390,506 Bytes. TX_Bytes ranged from 90,444 Bytes to 390,506 Bytes with a mean of 159,048.5 Bytes. Received bytes ranged from 80 Bytes to 7,933 Bytes and averaged 2,940.2 Bytes.

Estimated uplink buffer varied between 0.56 Kilobytes and 420 Kilobytes, with a mean of 130.1 Kilobytes.

DL PRBs and DL PRB utilization exhibited multiple significant drops (one to ~13–13.8 around t≈29). PRBs_DL_Current ranged from 12.7 to 66.3 with a mean of 26.8. PRB_Utilization_DL ranged from 12.0% to 62.5% with a mean of 25.3%. UL PRBs and UL PRB utilization stayed low: PRBs_UL_Current ranged from 0 to 3.2 (mean 0.84) and PRB_Utilization_UL ranged from 0% to 3% (mean 0.8%).

Uplink packet counts varied from 1 to 98 packets with a mean of 32.7. Downlink packet counts ranged from 0 to 960 packets with a mean of 127.6.

Protocol usage was TCP-dominant: DL used TCP for 41.41% of timestamps (UDP 0%), while UL was TCP for 100% of timestamps (UDP 0%).

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

This segment matches file download traffic.

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

Did the user experience jamming or normal signal quality?

Was the network congested or operating normally?

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

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.

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

The period length of DL_NumberOfPackets is 2.56

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 525.453

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 329.597

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

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

What is the 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 128

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 127.586

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

The period length of Estimated_UL_Buffer is 25.6

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 8335.412

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.

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.582

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 293.34

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

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

The period length of PRB_Utilization_UL is 2.06

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

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

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.

The variance of TX_Bytes is 11638134515.967

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 42977.142

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 32.742

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.654

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 25.301

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 130.092

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.

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

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

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 2.06

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.


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

RSRP stayed in a poor signal window, ranging from -122.6 dB to -117.4 dB. The average RSRP was -120.1 dB.

UL MCS varied widely with values between 0 and 16; its mean was 11.7. DL MCS was stable in a narrow band between 5.0 and 7.0, with an average of 5.7. DL BLER fluctuated from 0.033 to 0.39 and averaged 0.17; notable deterioration occurred when DL BLER rose to about 0.22. UL BLER ranged from 0.029 to 0.16 and had a mean of 0.089.

UL NPRB experienced large allocation swings, spanning 5.0 to 51.6 PRBs with a mean of 16.9; there were abrupt spikes into the high-40s and low-50s. UL SNR covered 14.6 dB to 33.2 dB and averaged 20.5 dB, including a rapid SNR gain up to ~33.2 dB. PRBs_UL_Current ranged from 0.25 to 30 with a mean of 2.6, mirroring the UL PRB spikes. PRB utilization on uplink varied between 0.24% and 28% and averaged 2.5%; on downlink it ranged from 19.0% to 63.5% with a mean of 52.5%, including multiple pronounced drops and recoveries. PRBs_DL_Current spanned 20.1 to 67.3 with a mean of 55.6 and also showed several large drops.

Traffic volumes showed highly asymmetric behavior. TX_Bytes (uplink throughput in Bytes) ranged from 94,018 Bytes to 445,114 Bytes and averaged 319,719.2 Bytes, with multiple sharp jumps and the largest fall to about 120,417 Bytes. RX_Bytes (downlink Bytes) ranged from 487 Bytes to 11,296 Bytes and averaged 4,083.1 Bytes. Estimated_UL_Buffer varied between 20.6 KB and 955.7 KB and had a mean of 213.9 KB, indicating intermittent uplink buffering.

Packet counts reflected bursty traffic: UL_NumberOfPackets ranged from 0 to 170 and averaged 47.8, while DL_NumberOfPackets ranged from 0 to 1,000 and averaged 208.9. Protocol usage was overwhelmingly TCP: DL used TCP for 90.62% of samples and UL used TCP for 98.44% of samples.

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

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

The user changed zones during the session.

Choose the condition: jamming present or not?

Is this a congested or uncongested session?

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

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

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

The period length of Estimated_UL_Buffer is 6.1

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 153.414

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 208.914

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 213.926

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 642.815

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 136.538

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 18.654

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 20.959

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

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

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

Does UL_MCS 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 7380452200.53

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

The period length of DL_NumberOfPackets is 3.05

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

What is the average value of PRBs_UL_Current?

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 15089.002

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.492

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

The period length of PRBs_DL_Current is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 47.758

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

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

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

The period length of PRBs_UL_Current is 128

Does 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.

What is the average value of PRBs_DL_Current?

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

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

The period length of PRB_Utilization_DL is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 29416.331

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

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

The period length of UL_NumberOfPackets is 128

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

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


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

None TCP TCP TCP None None None TCP TCP TCP None None TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP TCP TCP TCP None None None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 RSRP with a transient improvement: RSRP ranged between -121.0 dB and -111.8 dB. The mean RSRP was -118.3 dB, with a notable upward spike of 7.21 dB reaching -111.79 dB.

Uplink radio conditions and scheduling were highly variable. UL_SNR varied from 16.5 dB to 31.7 dB with a mean of 20.5 dB and a pronounced rise of 13.91 dB to 31.74 dB. UL_MCS oscillated widely between 0 and 19 (mean 9.3), including multiple large jumps—the largest increased 17.7 to 19.0. UL_NPRB showed heavy episodic allocation, ranging from 5.0 to 77.3 with a mean of 22.8 and a major spike to 77.3. PRBs_UL_Current and PRB_Utilization_UL both ranged from 0 to about 70 and 0 to 66 respectively; their means were low (PRBs_UL_Current mean ~6.1, PRB_Utilization_UL mean ~5.8), but both experienced large short-lived spikes (PRBs_UL to ~70 and utilization to ~66).

Downlink MCS was stable and low: DL_MCS ranged from 6.0 to 7.0 with a mean of 6.5. DL_BLER showed intermittent degradation, ranging from 0.032 to 0.45 with a mean of 0.11 and a jump up to 0.45. UL_BLER stayed low overall (range 0.0084 to 0.23, mean 0.072) but had two brief spikes peaking near 0.23 and 0.20.

Traffic and buffer dynamics indicate bursty uplink demand. Estimated_UL_Buffer spanned 5.2 KB to 10890.5 KB with a mean of 518.6 KB and a sharp spike up to ~10.89 MB. TX_Bytes ranged from 99,231 Bytes to 445,114 Bytes with a mean of 368,730.4 Bytes and experienced multiple large drops and rises (largest drop to 99,231 Bytes). RX_Bytes ranged from 308 Bytes to 31,083 Bytes with a mean of 5,913.2 Bytes. UL_NumberOfPackets varied from 0 to 260 packets (mean 73.1), while DL_NumberOfPackets was more bursty, 0 to ~1,900 packets with a mean of 254.2 and several pronounced spikes above 1,600–1,800 packets.

Downlink resource occupancy exhibited significant fluctuations: PRBs_DL_Current ranged from 14.8 to 68.4 with a mean of 57.9, and PRB_Utilization_DL ranged from 14.0% to 64.5% with a mean of 54.6%; both experienced substantial short drops.

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 89.06% of timestamps, and UL traffic used TCP for 99.22% of timestamps (UDP negligible).

Overall, the session is characterized by weak downlink signal levels, variable uplink radio quality with sporadic high SNR and resource allocations, intermittent BLER increases, and bursty uplink buffer and traffic behavior—pointing to transient congestion and scheduling dynamics rather than sustained good channel conditions.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Identify the congestion status: normal or overloaded?

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

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

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

The variance of TX_Bytes is 5785100686.333

What is the average value of PRBs_UL_Current?

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 117.449

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

The variance of DL_NumberOfPackets is 95657.577

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 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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 121.752

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 131.964

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

The period length of PRBs_DL_Current is 42.67

Describe the average trend of 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 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 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 1711036.425

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.

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 PRB_Utilization_UL?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 254.172

What is the average value of PRBs_DL_Current?

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

Does 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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 518.643

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

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

The period length of PRB_Utilization_UL is 42.67

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 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_NPRB 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 54.614

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 108.358

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 32

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 2165.944

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

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 73.094


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

RSRP improved steadily over a short interval: between indices ~23–74 (≈5.1 s) it rose at about 0.8 dB/s. The observed RSRP values span -119.0 dB to -109.0 dB. The mean RSRP is -114.5 dB.

Uplink modulation (UL_MCS) was bursty with multiple large jumps and drops, including a major rise from 11 to 19 early on. UL_MCS values range from 8.0 to 19.0 and the average is 12.9. Downlink MCS stayed very stable, ranging 6.0 to 7.0 with a mean of 6.1.

Downlink BLER experienced several sharp transitions, one reaching as high as 0.9; DL_BLER spans 0.025 to 0.9 and averages 0.35. Uplink BLER trended downward between indices ~67–127 (≈6 s) at roughly -0.03 per second; UL_BLER ranges from 0.011 to 0.23 and the mean is 0.083.

UL_NPRB was highly variable with many abrupt changes and a peak around 92.6; UL_NPRB covers 5.0 to 92.6 PRBs and averages 28.8. UL_SNR showed large swings — a jump to ~31.5 dB and a later drop to ~8.3 dB — with values between 8.3 dB and 32.0 dB and a mean of 20.3 dB.

Transmit throughput (TX_Bytes) exhibited multiple large jumps and dips, including a notable fall to ~96,030 Bytes; TX_Bytes range from 90,444 Bytes to 447,466 Bytes and the mean is 273,040.3 Bytes. Received bytes (RX_Bytes) are much lower, ranging 240 Bytes to 14,897 Bytes with a mean of 5,197.8 Bytes.

Estimated uplink buffer occupancy varied between 256.4 Kilobytes and 1,644.6 Kilobytes, with a mean of 1,024.0 Kilobytes. Downlink PRBs in use (PRBs_DL_Current) fluctuated frequently, dropping as low as 14.8 and rising to 68.4; the mean is 45.7. Uplink PRBs in use (PRBs_UL_Current) stayed minimal, between 0 and 4.8 with a mean of 1.4.

Downlink PRB utilization mirrored PRBs_DL_Current with abrupt drops to around 15%; PRB_Utilization_DL spans 14.0% to 64.5% and the mean is 43.1%. Uplink PRB utilization remained near zero, ranging 0% to 4.5% with a mean of 1.3%.

Packet counts show moderate loading: UL_NumberOfPackets ranges 0 to 140 and averages 62.0, while DL_NumberOfPackets ranges 0 to 840 and averages 211.0. Transport protocols were predominantly TCP: DL used TCP 89.06% of timestamps and UL used TCP 97.66% of timestamps (UDP usage was effectively 0%).

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 network under heavy load or performing well?

Traffic flowed normally during this period.

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

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

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 PRBs_UL_Current?

The variance of UL_NumberOfPackets is 1288.465

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

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

The period length of PRBs_DL_Current is 32

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 211.031

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

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

The period length of PRBs_UL_Current is 32

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

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

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

The period length of Estimated_UL_Buffer is 128

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

Describe the average trend of PRBs_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_DL?

The variance of PRB_Utilization_DL is 448.559

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 99079.945

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 43.073

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

What is the average value of PRB_Utilization_UL?

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

The period length of DL_NumberOfPackets is 4

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 34327.023

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

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

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

The period length of PRB_Utilization_DL is 32

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.926

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

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

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

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

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

The period length of UL_NumberOfPackets is 42.67

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 504.002

The variance of TX_Bytes is 18965067545.078

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.992

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1024.039

What is the average value of PRBs_DL_Current?

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

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

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


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

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

RSRP stayed consistently poor, varying between -117.0 dB and -111.7 dB with a mean of -114.2 dB. Uplink link quality saw UL_SNR between 16.1 dB and 25.9 dB; the mean UL_SNR was 20.4 dB. UL_MCS ranged from 11 to 18 with a mean of 14.5; it decreased by 7 to a low of 11 around t=96–119. Downlink MCS was low and narrow, between 6 and 7 with a mean of 6.5.

BLER showed intermittent degradations: DL_BLER ranged from 0.00077 to 0.27 with a mean of 0.067 and experienced a spike to 0.27 around t=25–42. UL_BLER ranged from 0.041 to 0.22 with a mean of 0.088 and spiked to 0.22 near t=95–107. These BLER peaks indicate occasional error-prone downlink and uplink transmissions.

Resource allocation on uplink was variable: UL_NPRB spanned 5.0 to 34.8 with a mean of 19.1, while PRBs_UL_Current stayed low between 0 and 5.6 with a mean of 1.6. UL PRB utilization mirrored that, ranging 0 to 5.3 with a mean of 1.5. Downlink resource usage was high and bursty: PRBs_DL_Current varied from 14.8 to 68.1 with a mean of 60.5 and PRB_Utilization_DL ranged from 14.0% to 64.3% with a mean of 57.1%; both metrics experienced several large drops (largest dip around t=19–29).

Traffic volumes were asymmetrical and bursty. TX_Bytes showed multiple large jumps and drops, ranging from 102,432 Bytes to 448,843 Bytes with a mean of 388,228.7 Bytes, including a major dip to 102,432 Bytes around t=21–29. RX_Bytes ranged from 249 Bytes to 17,029 Bytes with a mean of 5,514.9 Bytes. The Estimated_UL_Buffer ranged from 6.1 Kilobytes to 1,024.5 Kilobytes with a mean of 279.1 Kilobytes, indicating intermittent uplink buffering. Packet counts reflected this load: UL_NumberOfPackets ranged 10 to 142 with a mean of 78.4, while DL_NumberOfPackets ranged 0 to 1,100 with a mean of 265.8.

Protocol usage was overwhelmingly TCP: DL used TCP for 97.66% of timestamps (UDP negligible), and UL used TCP for 100% of timestamps. Overall, the trace shows modest SNR but constrained downlink MCS and sustained high DL PRB utilization with intermittent BLER spikes and bursty UL buffering and traffic.

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

File download was the primary application used.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

What is the condition: jamming or normal operation?

Choose the condition: congestion or no congestion?

Yes, there was movement during this session.

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

Describe the average trend of DL_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.

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

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

The period length of PRB_Utilization_DL is 12.8

The mean of Estimated_UL_Buffer is 279.142

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 57.097

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 265.781

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24616.487

Does UL_SNR 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 0.764

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 14403.266

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.

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

The period length of DL_NumberOfPackets is 6.1

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 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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 123.652

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 12.8

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.68

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.

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 466.5

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

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

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

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

Does 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_DL_Current?

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

What is the average value of PRBs_UL_Current?

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

Describe the average trend of 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 78.438

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

The variance of TX_Bytes is 5582716245.456

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 110.05

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


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

Over the capture window the downlink reference signal strength (RSRP) weakened notably between indices ~35–125 (about 9 s), declining at roughly 2.135 dB per second; RSRP values spanned from -119.5 dB to -100.0 dB. The average RSRP over the trace was -108.3 dB.

Uplink and downlink modulation-and-coding behaved differently: UL MCS ranged from 9.0 to 18.0 with a mean of 14.4 and experienced a drop to 9 early in the trace. DL MCS varied between 0 and 7 with a mean of 5.5 and exhibited a fall to 0 in the initial segment.

Layer performance metrics showed intermittent error bursts. DL BLER moved between 0.0054 and 0.47 with a mean of 0.15 and underwent at least three significant rises and falls, the largest jump reaching 0.47 around mid-trace. UL BLER ranged from 0.014 to 0.17 with a mean of 0.08 and produced a short spike up to 0.17.

Uplink radio resources fluctuated: UL NPRB covered 5.0 to 46.5 with a mean of 21.0 and jumped to ~43.5 in one interval. UL SNR stayed relatively healthy, between 14.8 dB and 25.6 dB with a mean of 20.3 dB.

Traffic and buffer behavior was bursty. Transmit bytes (TX_Bytes) varied from 0 to 450,000 Bytes with a mean of 296,184.2 Bytes and showed multiple sharp jumps and drops, including a large drop to zero early in the trace. Receive bytes (RX_Bytes) ranged from 0 to 14,000 Bytes with a mean of 6,554.5 Bytes. Estimated UL buffer occupied 0 to 800 Kilobytes with a mean of 334.0 Kilobytes.

Downlink scheduling and utilization had pronounced swings: PRBs_DL_Current spanned 0 to 68 with a mean of 50.5 and experienced multiple jumps, the largest reaching 67.3. Corresponding DL PRB utilization ranged from 0% to 64% with a mean of 47.7% and mirrored those large changes. Uplink PRBs and utilization stayed low—PRBs_UL_Current between 0 and 4.8 (mean 1.6) and PRB_Utilization_UL between 0 and 4.6% (mean 1.5%).

Packet counts reflected asymmetric load: UL packet counts ranged from 3 to 190 with a mean of 86.4 packets, while DL packet counts ranged from 0 to ~410 with a mean of 193.9 packets.

Protocol usage was overwhelmingly TCP: downlink was TCP for 99.22% of timestamps and uplink was TCP for 100% of timestamps.

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

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

The user changed zones during the session.

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

The signal was clean with no jamming detected.

Identify the congestion status: normal or overloaded?

Select the mobility status: moving or stationary?

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

The period length of UL_NumberOfPackets is 64

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 13202.029

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

The period length of PRBs_DL_Current is 32

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 487.762

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

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

The period length of Estimated_UL_Buffer is 64

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 193.898

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

The period length of PRB_Utilization_DL is 32

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1558.746

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

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

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

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_UL?

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_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?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 333.987

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

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

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

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

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

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

Does 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

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

The variance of TX_Bytes is 21629057916.169

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.966

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 86.398

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

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

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.859

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.678

What is the average value of PRBs_DL_Current?

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

The variance of RX_Bytes is 11166694.267

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 434.106

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 35384.765

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

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


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

RSRP was consistently weak, ranging between -117.0 dB and -108.0 dB. The average RSRP was -112.5 dB. Uplink modulation (UL_MCS) varied from 13.0 to 18.0 with a mean of 15.1, while downlink modulation (DL_MCS) stayed lower, between 6.0 and 7.0 with an average of 6.6.

DL_BLER exhibited a notable downward trend between the short interval (~5.1 s), falling by 0.76 to a low of 0.10; overall DL_BLER ranged from 0.002 to 0.87 and averaged 0.16. UL_BLER remained moderate, ranging from 0.038 to 0.18 with a mean of 0.094.

UL_NPRB showed several abrupt changes, including a large spike up to 88.6; its values spanned 5.0 to 88.6 with a mean of 24.3. UL_SNR experienced a sharp rise to 30.8 dB (range 15.6 dB to 30.8 dB) and averaged 20.6 dB. Estimated uplink buffer occupancy varied between 40.4 KB and 1182.7 KB, with a mean of 451.8 KB.

TX_Bytes saw multiple big jumps and drops, with observed values between 92,829 Bytes and 448,843 Bytes and a mean around 380,520.9 Bytes. RX_Bytes ranged from 272 Bytes to 20,528 Bytes and averaged 8,367.4 Bytes.

Downlink radio resource use increased sharply at times: PRBs_DL_Current moved between 13.8 and 68.7 with a mean of 59.7, and PRB_Utilization_DL ranged from 13.0% to 64.8% with a mean of 56.4%. Uplink PRBs and utilization remained low—PRBs_UL_Current ranged from 0 to 5.8 (mean 2.0) and PRB_Utilization_UL ranged from 0% to 5.5% (mean 1.9%).

Packet counts were bursty: UL_NumberOfPackets ranged from 3 to 186 with a mean of 94.4, while DL_NumberOfPackets showed large spikes (up to ~1.4e+03), overall ranging from 0 to 1,400 and averaging 215. Protocol usage was predominantly TCP: DL used TCP for 82.81% of samples and UL used TCP for 100% of samples.

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

This segment matches file download traffic.

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 network under heavy load or performing well?

Traffic flowed normally during this period.

Was the user stationary or in motion during this window?

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

The period length of DL_NumberOfPackets is 4

The variance of RX_Bytes is 12255745.172

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 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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.956

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

What is the average value of PRBs_DL_Current?

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

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

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

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

The period length of PRB_Utilization_UL is 25.6

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1659.327

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 215.047

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 94.391

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 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

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_UL_Current?

The variance of PRBs_UL_Current is 1.074

The variance of TX_Bytes is 9972250160.961

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

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

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

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

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

The period length of PRB_Utilization_DL is 25.6

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 70009.699

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 218.943

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 451.809

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

The period length of PRBs_UL_Current is 25.6

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.362

What is the average value of PRB_Utilization_UL?

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

What is the average value of PRBs_UL_Current?

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 39863.895

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.

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 194.858

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

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

The period length of Estimated_UL_Buffer is 25.6


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

The radio link shows consistently weak RSRP, varying between -113.0 dB and -107.0 dB. Its average level is -109.9 dB. Uplink MCS values are moderate, ranging from 13.0 to 17.0 with a mean of 15.0, while downlink MCS is low, between 6.0 and 7.0 with a mean of 7.0. Downlink BLER spans 0.00047 to 0.2 with a mean of 0.027; uplink BLER ranges from 0.038 to 0.17 with a mean of 0.086, indicating higher relative error rates on UL.

Uplink resource allocation (UL_NPRB) is highly variable: values lie between 5.4 and 89.3 with an average of 23.8, and the series includes sharp increases (notably to ~50.8 around t≈34 and to ~89.3 around t≈127). Uplink SNR swings between 15.6 dB and 31.6 dB with a mean of 20.5 dB, including brief spikes to ~30–31.6 dB at mid-trace intervals.

Traffic volumes are bursty. Transmitted bytes (TX_Bytes) range from 105,951 Bytes to 448,843 Bytes with a mean of 419,200.6 Bytes, and exhibit multiple large jumps and drops (the largest fall reached 334,217 Bytes). Received bytes (RX_Bytes) vary from 210 Bytes to 21,107 Bytes with a mean of 7,946.1 Bytes. The estimated uplink buffer spans 37.7 KB to 1,182.7 KB with a mean of 424.0 KB, reflecting intermittent uplink queuing.

Downlink scheduling shows heavy PRB use and sudden drops: PRBs_DL_Current lies between 15.9 and 69.4 with a mean of 62.7 and includes steep dips (e.g., down to ~19.1). PRB utilization on DL ranges from 15.0% to 65.5% with a mean of 59.2% and mirrors those pronounced fluctuations. Uplink PRBs and PRB utilization remain minimal, with PRBs_UL_Current between 0 and 5.8 (mean 2.0) and PRB_Utilization_UL between 0% and 5.5% (mean 1.9%).

Packet counts are variable: uplink packets range from 10 to 185 with a mean of 84.8, while downlink packet counts span 0 to 2,049 with a mean of 267 and include large spikes (a jump to ~2,049). Protocol usage is almost entirely TCP: DL_Protocol is TCP for 88.28% of timestamps, and UL_Protocol is TCP for 100% of timestamps. Overall, the trace exhibits weak downlink radio power, moderate uplink SNR/MCS volatility, bursty throughput, and concentrated downlink scheduling activity with occasional large drops.

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

This is a segment from a file download session.

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

Choose the condition: jamming present or not?

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

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

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

The period length of DL_NumberOfPackets is 32

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

The period length of PRB_Utilization_UL is 25.6

The variance of RX_Bytes is 11947355.216

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 267.023

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 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 87.998

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 128

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 84.789

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

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

The period length of PRBs_DL_Current is 128

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

Describe the average trend of 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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.84

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 78.318

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 59.197

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 37138.692

Does Estimated_UL_Buffer 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_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 32

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 100278.574

What is the average value of PRBs_UL_Current?

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

The period length of PRBs_UL_Current is 25.6

What is the average value of PRB_Utilization_UL?

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

What is the average value of PRBs_DL_Current?

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1284.892

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

The variance of TX_Bytes is 3984718723.578

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.944

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 423.986


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

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

RSRP weakened notably during the trace, falling as much as 18.75 dB to a minimum around -132.75 dB in the latter segment. Overall RSRP ranged from -132.8 dB to -110.0 dB. The average RSRP was -115.4 dB.

Uplink MCS exhibited several large excursions, including multiple abrupt rises and falls; the biggest decline brought UL_MCS down to 0 from higher values. UL_MCS spanned 0 to 20 with a mean of 11.2. Downlink MCS remained relatively stable, ranging between 2.8 and 7.0 with a mean of 6.4.

Downlink BLER experienced an overall downward trend over ~6.4 s, decreasing on average about 0.054 per second, although it also showed sharp spikes (the largest reaching ~0.53). DL_BLER ranged from 0.0088 to 0.53 and averaged 0.17. Uplink BLER similarly trended downward over ~5.2 s at roughly 0.017 per second on average, but had transient spikes up to ~0.21. UL_BLER ranged from 0.0071 to 0.21 and the mean was 0.084.

Uplink PRB allocation was highly variable with many abrupt changes; UL_NPRB covered a wide span from 2.3 to 79.0 and averaged 29.3. Correspondingly, UL SNR was healthy overall, ranging from 10.4 dB to 28.8 dB with a mean of 20.2 dB.

Traffic volumes showed large uplink bursts and drops: TX_Bytes swung between 0 Bytes and approximately 450,000 Bytes with a mean around 300,724 Bytes, including abrupt drops to zero. RX_Bytes ranged from 0 Bytes to about 11,000 Bytes with a mean of 4,462.8 Bytes. The estimated uplink buffer varied between 0 Kilobytes and roughly 1,300 Kilobytes, averaging 359.0 Kilobytes.

Downlink PRB usage and utilization were frequently volatile, peaking around 67 PRBs and 64% utilization; PRBs_DL_Current ranged from 0 to 67 with a mean of 47.6, and PRB_Utilization_DL ranged from 0 to 64 with a mean of 44.9. Uplink PRB occupancy and utilization were low on average but showed brief spikes: PRBs_UL_Current ranged 0–25 with a mean of 2.9, and PRB_Utilization_UL ranged 0–24 with a mean of 2.7, including a short spike up to ~16.

Packet counts varied with downlink higher than uplink: UL_NumberOfPackets ranged from 0 to about 150 with a mean of 61.3, while DL_NumberOfPackets ranged from 0 to about 590 with a mean of 206.5. Finally, TCP dominated both directions: DL_Protocol was TCP for 90.62% of samples and UL_Protocol was TCP for 89.84% of samples.

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

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.

There was no congestion-related degradation.

Select the mobility status: moving or stationary?

The variance of TX_Bytes is 23469852406.943

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 28790.618

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

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

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 206.539

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

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

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

The period length of PRBs_UL_Current is 128

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 64

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 14.835

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

The period length of Estimated_UL_Buffer is 18.29

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 553.645

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.328

What is the average value of PRBs_DL_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.

What is the average value of PRB_Utilization_DL?

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

The period length of PRB_Utilization_UL is 128

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

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

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

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

The period length of DL_NumberOfPackets is 64

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

The period length of PRBs_DL_Current is 64

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 16.669

Does RSRP 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 358.996

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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1221.199

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

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

What is the average value of PRB_Utilization_UL?

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 12690.581

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

What is the average value of PRBs_UL_Current?

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

Does UL_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.

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 492.742


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

RSRP showed a notable improvement mid-window, climbing by 27.45 dB to a peak near -92.55 dB. Over the entire trace RSRP ranged from -121.0 dB to -92.5 dB. The average RSRP was -117.7 dB.

Uplink modulation and coding stayed relatively high with UL_MCS spanning 13.0 to 18.0 (mean 14.6), while downlink MCS was lower, ranging from 5.0 to 7.0 (mean 5.6). Downlink BLER experienced two significant spikes (one reaching 0.53 and a later one to 0.67); DL_BLER overall ranged between 0.046 and 0.67 with a mean of 0.22. Uplink BLER remained low, between 0.044 and 0.15, mean 0.087.

UL_SNR had sharp short-lived increases (peaks around 35.07 dB and 33.46 dB) and overall ranged from 17.0 dB to 35.1 dB with a mean of 20.9 dB. Uplink resource usage varied: UL_NPRB between 5.0 and 33.2 (mean 14.1), PRBs_UL_Current between 0 and 3.8 (mean 1.2), and PRB_Utilization_UL between 0 and 3.6% (mean 1.1%).

Downlink scheduling and utilization showed larger dynamics. PRBs_DL_Current fluctuated with several pronounced jumps and a major dip to 15.9; its range was 15.9 to 67.3 and mean 53.1. PRB_Utilization_DL mirrored that behavior, ranging 15.0% to 63.5% with a mean of 50.1%.

Traffic and buffer metrics indicate bursty uplink transmissions and modest downlink volumes. TX_Bytes exhibited at least five large jumps and drops, the largest jump produced a peak near 386,152 Bytes; TX_Bytes overall ranged from 81,693 Bytes to 436,519 Bytes with a mean of 300,548.1 Bytes. RX_Bytes were much smaller, ranging 209 Bytes to 11,276 Bytes with a mean of 3,869.6 Bytes. Estimated_UL_Buffer varied from 7.6 Kilobytes to 532.0 Kilobytes, mean 180.1 Kilobytes. Packet counts reflect uplink bursts (UL_NumberOfPackets 4.0 to 159.0, mean 55.8) and higher downlink packet volumes (DL_NumberOfPackets 4.0 to 543.0, mean 235.6).

Control-plane/protocol usage was stable: DL_Protocol was TCP for 100% of timestamps and UL_Protocol was TCP for 100% of timestamps.

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

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

Zone localization is unclear due to mobility.

What is the condition: jamming or normal operation?

There was no congestion-related degradation.

Was the user static or moving across locations?

The period length of UL_NumberOfPackets is 32

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.491

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

The period length of Estimated_UL_Buffer is 32

Describe the average trend of 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?

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

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 55.836

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.

The period length of PRB_Utilization_UL is 2.67

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 2.67

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 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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 13047.218

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

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

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

The variance of TX_Bytes is 8427287268.768

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

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

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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 710.122

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7328.214

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

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

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

The period length of PRBs_DL_Current is 42.67

What is the average value of PRBs_UL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 216.753

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 235.602

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 243.544

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.098

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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 180.089

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

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

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.551