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

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

Overall radio conditions were moderate. RSRP varied between -122.0 dB and -113.3 dB, with a mean of -118.6 dB. Uplink link quality showed UL_SNR ranging from 15.0 dB to 25.1 dB and averaging 20.4 dB; UL_MCS sat between 10.0 and 18.0 (mean 13.7). Downlink spectral efficiency was low: DL_MCS ranged from 6.0 to 7.0 with a mean of 6.1.

Error performance was mixed. DL_BLER ranged from 0.036 to 0.45 and averaged 0.16; it exhibited an overall downward trend but had notable spikes up to 0.41 and 0.34 during two intervals. UL_BLER ranged from 0.039 to 0.19 with a mean of 0.096.

Resource allocation and utilization showed intermittent volatility. UL_NPRB spanned 5.0 to 51.6 (mean 19.0) and experienced a sharp jump to about 51.64 in one interval. PRBs_DL_Current ranged from 12.7 to 67.3 with a mean of 56.8 and experienced several abrupt drops and rises, the largest drop bringing it to 12.7. PRBs_UL_Current was low, between 0.05 and 7.9 with a mean of 1.9. DL PRB utilization ranged from 12.0% to 63.5% with a mean of 53.6% and showed multiple large swings; UL PRB utilization stayed low between 0.047% and 7.4% with a mean of 1.8%.

Traffic and buffering patterns were bursty. TX_Bytes varied between 88,460 Bytes and 445,114 Bytes, mean 343,805.1 Bytes, with at least six prominent jumps/dips (one large dip to 88,460 Bytes). RX_Bytes ranged from 209 Bytes to 17,803 Bytes with a mean of 6,549.1 Bytes. Estimated_UL_Buffer ranged from 0 Kilobytes to 1,100 Kilobytes and averaged 328.6 Kilobytes. UL_NumberOfPackets ranged from 0 to 170 packets with a mean of 77.2. DL_NumberOfPackets ranged from 0 to 1,603 packets with a mean of 217.8 and showed large spikes to ~1,603 and ~1,364 in two intervals.

Protocol usage was heavily TCP-dominated: DL_Protocol was TCP for 79.69% of timestamps, and UL_Protocol was TCP for 99.22% of timestamps; UDP usage was negligible.

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?

Did the user experience jamming or normal signal quality?

Is this a congested or uncongested session?

From static or mobile, which best describes the user?

The user was mobile during this session.

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 35800.171

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 198.715

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 176.855

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_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 83794.444

Does TX_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 77.188

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

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

What is the average value of PRB_Utilization_UL?

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

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

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

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

The period length of PRB_Utilization_DL is 25.6

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 217.773

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.

The variance of TX_Bytes is 7448119933.748

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.241

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1451.146

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.394

The variance of RX_Bytes is 11284080.067

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

The period length of DL_NumberOfPackets is 42.67

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

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

The period length of PRBs_DL_Current is 25.6

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

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

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

The period length of UL_NumberOfPackets is 64

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.606

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

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 328.584

What is the average value of PRBs_UL_Current?

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

Does 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?

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

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

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

The period length of PRBs_UL_Current is 32


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

RSRP remained in a poor signal window, varying between -122.6 dB and -118.0 dB. The average RSRP was -120.5 dB.

Uplink modulation and link quality showed volatility: UL_MCS ranged from 0 to 16 with a mean of 11.7; it experienced a drop to 0 between t=54 and t=80. UL_SNR ranged from 16.7 dB to 33.2 dB with a mean of 20.5 dB; a brief spike reached 33.23 dB around t=73–75. Downlink MCS stayed narrow, between 5.0 and 7.0 with a mean of 5.6. Downlink BLER varied from 0.04 to 0.39 with a mean of 0.19, and uplink BLER ranged from 0.029 to 0.16 with a mean of 0.092.

Uplink resource usage showed sharp bursts: UL_NPRB spanned 5.0 to 51.6 with a mean of 15.9 and exhibited two large spikes (peaks ~47–51.6). PRBs_UL_Current ranged from 0.25 to 30 with a mean of 2.5 and had a jump to ~29.6 around t=66–69. Correspondingly, PRB_Utilization_UL was between 0.24 and 28 with a mean of 2.4 and mirrored a substantial increase to ~28 in the same interval. On the downlink, PRBs_DL_Current varied from 15.9 to 67.0 with a mean of 54.0 and showed multiple abrupt changes, the largest drop reaching a low near 20.1. PRB_Utilization_DL ranged from 15.0 to 63.3 with a mean of 51.0 and experienced frequent large drops and recoveries.

Traffic and buffer metrics indicate bursts and asymmetry: TX_Bytes fluctuated between 94,018 Bytes and 443,817 Bytes with a mean of 304,908.2 Bytes and exhibited at least six prominent jumps/dips (the largest drop reached ~110,847 Bytes). RX_Bytes ranged from 487 Bytes to 11,296 Bytes with a mean of 3,789.3 Bytes. Estimated_UL_Buffer varied from 18.4 Kilobytes to 955.7 Kilobytes with a mean of 199.2 Kilobytes, indicating intermittent uplink queuing.

Packet counts showed sporadic load: UL_NumberOfPackets ranged from 0 to 170 with a mean of 45.4, while DL_NumberOfPackets ranged from 0 to 1,100 with a mean of 215.7.

Protocol usage was dominated by TCP: DL_Protocol was TCP for 92.97% of timestamps, and UL_Protocol was TCP for 98.44% of timestamps.

What was the user's activity, 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.

Is this a congested or uncongested session?

Select the mobility status: moving or stationary?

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

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

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

Describe the average trend of UL_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 10.67

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

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

The period length of UL_NumberOfPackets is 10.67

Does UL_NPRB 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 18.808

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

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

What is the average value of PRBs_DL_Current?

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

The period length of PRB_Utilization_DL is 11.64

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 612.283

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.971

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 variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 164.444

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 45.375

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 21.132

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

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

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

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

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

The period length of PRB_Utilization_UL is 128

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 215.672

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

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

The period length of Estimated_UL_Buffer is 5.82

Does DL_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.

Does RSRP 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 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 11.64

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 199.193

What is the average value of PRB_Utilization_UL?

The variance of TX_Bytes is 6429451618.059

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 29848.128

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 15818.642

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 146.354


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

RSRP showed a notable improvement early in the trace, rising by 29.88 dB to a peak around -90.12 dB; across the capture RSRP ranged from -121.0 dB to -90.1 dB. The average RSRP was -116.3 dB, indicating generally weak downlink signal strength despite the temporary spike.

Uplink modulation (UL_MCS) fell to a minimum of 11.0 (from a higher value), with values spanning 11.0 to 18.0 and a mean of 14.3. Downlink MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.2, reflecting consistently low DL modulation orders.

DL BLER exhibited several large excursions, including a major spike up to 0.9; DL BLER ranged from 0.011 to 0.93 and averaged 0.28, pointing to intermittent high-error downlink periods. UL BLER also peaked at 0.19 after a sharp increase, with values between 0.033 and 0.19 and a mean of 0.092, showing lower but non-negligible uplink error rates.

Uplink resource usage (UL_NPRB) experienced sudden allocation surges to about 57.6 PRBs; overall UL_NPRB ranged from 5.0 to 57.6 PRBs and averaged 17.3 PRBs. Correspondingly, UL SNR briefly jumped to ~30.3 dB; UL_SNR ranged from 12.7 dB to 30.3 dB with a mean of 20.5 dB, indicating episodes of strong uplink radio conditions.

Traffic volumes exhibited large variability. TX_Bytes showed multiple big changes, dipping as low as 89,628 Bytes and reaching up to 448,763 Bytes; the mean TX_Bytes was 313,198.5 Bytes. RX_Bytes were much smaller, between 168 Bytes and 18,139 Bytes, with a mean of 4,636.9 Bytes. The Estimated_UL_Buffer ranged from 0.55 Kilobytes to 1,200 Kilobytes and had a mean of 229.2 Kilobytes, indicating occasional uplink buffering buildup.

Downlink PRB occupancy and utilization had pronounced falls and recoveries; PRBs_DL_Current varied between 14.8 and 68.1 PRBs and averaged 51.4 PRBs. DL PRB utilization ranged from 14.0% to 64.3% with a mean of 48.5%, reflecting periods of high DL resource use. Uplink PRBs and utilization remained minimal: PRBs_UL_Current spanned 0.05 to 6.5 PRBs (mean 1.4) and PRB_Utilization_UL ranged 0.047% to 6.1% (mean 1.3%).

Packet counts were bursty on the downlink, with spikes up to ~1,186 packets; DL_NumberOfPackets ranged from 0 to 1,186 and averaged 200.6. Uplink packet counts ranged from 0 to 250 with a mean of 44.2. Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 82.81% of timestamps and UL_Protocol for 98.44%, with essentially no UDP observed.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Identify the congestion status: normal or overloaded?

Which condition applies, mobile or static?

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.594

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.501

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

The period length of PRB_Utilization_DL is 128

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

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.799

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

The period length of PRB_Utilization_UL is 128

Describe the average trend of UL_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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 44.188

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 22547.164

Does RX_Bytes 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 57598.511

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_NPRB 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_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 variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.898

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

The period length of DL_NumberOfPackets is 4.74

What is the average value of PRBs_DL_Current?

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

The period length of PRBs_DL_Current is 128

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 229.199

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

What is the average value of PRBs_UL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 347.126

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.

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.

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 390.032

What is the average value of PRB_Utilization_UL?

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

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

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

The variance of TX_Bytes is 15712142657.825

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1127.933


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

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

RSRP improved in two notable bursts, rising to peaks near -92.6 dB and -89.2 dB during the trace. Overall RSRP varied between -120.5 dB and -89.2 dB. The mean RSRP was -115.2 dB.

UL MCS increased to a maximum of 17.0 (range 11.0 to 17.0). The mean UL MCS was 14.2. DL MCS stayed low and stable between 6.0 and 7.0, with a mean of 6.2.

DL BLER exhibited a downward trend over a multi-second interval and experienced two transient spikes up to 0.49 and 0.54. DL BLER ranged from 0.024 to 0.54 and averaged 0.18. UL BLER ranged from 0.041 to 0.23 with a mean of 0.097.

UL NPRB showed a strong allocation increase, reaching about 45.7 PRBs (range 5.1 to 45.7). Mean UL NPRB was 16.0. PRBs_UL_Current remained low (0 to 6.7, mean 1.4).

UL SNR rose sharply in two bursts, peaking at 33.5 dB and 31.0 dB. UL SNR ranged between 16.0 dB and 33.5 dB, with a mean of 20.9 dB.

Traffic volume on the uplink (TX_Bytes) was variable with multiple large jumps and drops; the series spanned 92,829 Bytes to 441,465 Bytes and had a mean of 333,079.7 Bytes. Downlink RX_Bytes remained much lower, ranging from 304 Bytes to 17,254 Bytes with a mean of 4,336.2 Bytes. Estimated_UL_Buffer fluctuated between 2.2 KB and 996.6 KB, mean 215.9 KB.

DL radio resource usage saw pronounced variability: PRBs_DL_Current swung between 13.8 and 68.4 (mean 55.1) and PRB_Utilization_DL ranged from 13.0% to 64.5% with a mean of 52.0%. UL PRB utilization stayed minimal (0 to 6.3%, mean 1.3%).

Packet counts: UL number of packets ranged from 2 to 110 (mean 52.4), while DL packets ranged from 0 to 850 (mean 212.9).

Protocol mix was dominated by TCP: DL protocol was TCP for 87.5% of timestamps, and UL protocol was TCP for 100% of timestamps.

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.

Did the user experience jamming or normal signal quality?

This trace shows normal throughput conditions.

Was the user stationary or in motion during this window?

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_DL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 14285.705

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

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

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 UL_NumberOfPackets?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 27477.89

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

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

The variance of UL_NumberOfPackets is 509.034

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

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

The period length of Estimated_UL_Buffer is 64

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

The period length of DL_NumberOfPackets is 2

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.697

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

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

What is the average value of PRB_Utilization_UL?

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 2.91

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

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

The period length of UL_NumberOfPackets is 32

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

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

The variance of TX_Bytes is 9161454238.815

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 215.907

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 51.967

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

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

The period length of PRBs_UL_Current is 2.91

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 208.099

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.783

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

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

The period length of PRBs_DL_Current is 42.67

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 212.875

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 233.82

Does TX_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 None None None None None None None None None None None None TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

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

RSRP stayed consistently weak, ranging from -117.0 dB to -109.0 dB. The average RSRP was -114.7 dB.

Uplink modulation and link quality showed volatility: UL_MCS varied between 0 and 18 with a mean of 13.6, and experienced a sharp fall to 0 between t=95 and t=121. UL_SNR ranged from 17.1 dB to 27.8 dB and averaged 20.7 dB. UL_BLER was between 0.026 and 0.17 with a mean of 0.098.

Downlink PHY indicators were relatively stable but had BLER spikes: DL_MCS ranged from 6.0 to 8.1 with a mean of 6.5. DL_BLER spiked to 0.72 during t=61–83 and again rose to 0.34 around t=119–127; overall DL_BLER ranged from 0.0052 to 0.72 with a mean of 0.14.

Resource allocation and utilization showed large, discrete changes. UL_NPRB ranged from 3.8 to 73.0 and averaged 20.3, including a prominent spike to 73.0 between t=97 and t=107. PRBs_DL_Current ranged from 0 to 68 with a mean of 52.5 and experienced a major drop to 0 around t=99–110. PRBs_UL_Current varied from 0 to 15 and averaged 1.7. DL PRB utilization ranged from 0% to 64% with a mean of 49.5%, and UL PRB utilization ranged from 0% to 14% with a mean of 1.6%.

Throughput and buffer metrics indicate bursty uplink traffic and modest downlink. TX_Bytes spanned 0 to 450,000 Bytes and averaged 335,032.3 Bytes, including a large fall to 0 between t=101 and t=113. RX_Bytes ranged from 0 to 16,000 Bytes with a mean of 5,298.2 Bytes. Estimated_UL_Buffer varied between 0 and 1,100 Kilobytes and averaged 280.7 Kilobytes. Packet counts reflected the same pattern: UL_NumberOfPackets ranged from 0 to 160 with a mean of 60.3, while DL_NumberOfPackets ranged from 0 to 1,000 and averaged 226.5.

Traffic was predominantly TCP: DL_Protocol was TCP for 85.16% of samples and UL_Protocol was TCP for 89.84% of samples.

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

This segment matches file download traffic.

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

What is the condition: jamming or normal operation?

Choose the condition: congestion or no congestion?

Which condition applies, mobile or static?

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 38692.675

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 49.528

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 25773.856

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.

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 226.547

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 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 17051705592.156

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 357.626

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.

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 1302.912

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 12.8

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 280.709

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

The period length of DL_NumberOfPackets is 42.67

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

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

What is the average value of PRB_Utilization_UL?

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

Does DL_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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 401.829

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.

Does UL_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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.842

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

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

Describe the average trend of 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.

What is the average value of UL_NumberOfPackets?

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

Does UL_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 14.22

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 3.193

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 12.8

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 42.67


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

RSRP was consistently low, ranging between -121.0 dB and -116.0 dB. The average RSRP was -119.6 dB, indicating generally weak downlink signal strength.

Uplink modulation and resource behavior was highly variable. UL_MCS oscillated between 0 and 18 with a mean of 9.8, including at least four notable jumps and drops (the largest jump reached MCS 18). UL_NPRB varied from 5.0 to 88.8 PRBs with a mean of 20.1 and showed multiple large swings, the biggest being a sharp drop to 11.2 PRBs. UL_SNR stayed in a healthier range of 15.6 dB to 28.7 dB with a mean of 20.5 dB. UL_BLER ranged from 0.014 to 0.18 with a mean of 0.072, and experienced a spike up to 0.18 early in the trace. The Estimated_UL_Buffer spanned 1.5 KB to 6137.7 KB with a mean of 306.9 KB, indicating intermittent uplink queuing. UL_NumberOfPackets ranged from 1 to 197 with a mean of 56.1 packets. PRBs_UL_Current ranged from 0 to 80 (mean 3.6) and PRB_Utilization_UL ranged from 0% to 75% (mean 3.4%), with several large uplink allocation spikes (one reaching ~79.8 PRBs).

Downlink MCS and reliability were more stable but imperfect. DL_MCS stayed between 6.0 and 7.0 with a mean of 6.1. DL_BLER varied from 0.026 to 0.51 with a mean of 0.28 and exhibited two notable BLER jumps (peaks around 0.50–0.51), indicating intermittent downlink retransmissions. PRBs_DL_Current ranged from 13.8 to 67.3 with a mean of 49.9 and showed multiple pronounced drops; PRB_Utilization_DL ranged from 13.0% to 63.5% with a mean of 47.1%.

Throughput and traffic volumes displayed large swings. TX_Bytes (uplink traffic in Bytes) ranged from 92,829 to 441,465 with a mean of 299,427.1 Bytes and included at least eight large jumps/dips (the largest dip fell to 92,829 Bytes). RX_Bytes (downlink in Bytes) ranged from 228 to 16,669 with a mean of 4,575.4 Bytes. DL_NumberOfPackets spanned 0 to 620 with a mean of 176.3 packets.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 97.66% of timestamps and UL_Protocol was TCP for 100% of timestamps, with effectively no UDP observed.

Overall, the trace shows weak RSRP, moderate uplink SNR, bursty uplink resource allocation and traffic with intermittent large buffers, stable but occasionally lossy downlink MCS with elevated DL_BLER events, and predominantly TCP traffic.

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

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

Zone localization is unclear due to mobility.

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

The signal was clean with no jamming detected.

From static or mobile, which best describes the user?

The user was mobile during this session.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 341630.888

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 304.966

Does PRB_Utilization_DL 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_MCS 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 56.062

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.064

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 53.55

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_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.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 176.258

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.

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 60.167

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 12535.626

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 5.33

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

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

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

The period length of PRBs_UL_Current is 64

What is the average value of PRBs_UL_Current?

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

Describe the average trend of 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_DL?

The variance of PRB_Utilization_DL is 271.418

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

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

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.

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

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

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

What is the average value of PRBs_DL_Current?

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 306.867

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1200.201

What is the average value of PRB_Utilization_UL?

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

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

The variance of TX_Bytes is 11343459754.346

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

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

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

The period length of PRBs_DL_Current is 42.67


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

RSRP showed notable variation: it fell to a minimum of -131.65 dB and later rose to a peak of -109.0 dB. The RSRP mean is -115.3 dB. UL_MCS experienced drops to a low of 6.0 and otherwise reached up to 17.0; its mean is 13.3. DL_MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.3.

DL_BLER ranged from 0.01 to 0.97, averaging 0.36, with a pronounced spike up to ~0.70 and later a drop toward ~0.11. UL_BLER varied between 0.019 and 0.2 with a mean of 0.091. UL_NPRB was highly variable, spanning 4.6 to 50.8 PRBs and averaging 18.9, including several large jumps (the biggest reaching 50.8). UL_SNR rose sharply at one point to a high of 44.5 dB; overall UL_SNR ranged from 15.4 to 44.5 dB with a mean of 21.5 dB.

Traffic and buffer metrics show bursts and voids: TX_Bytes ranged from 0 to 450,000 Bytes with a mean of 263,219.7 Bytes and exhibited multiple large drops to zero. RX_Bytes ranged from 0 to 18,000 Bytes with a mean of 5,415.7 Bytes. Estimated_UL_Buffer varied from 0 to 1,100 Kilobytes with a mean of 283.9 KB.

Downlink resource activity was spiky: PRBs_DL_Current spanned 0 to 70 with a mean of 43.1 and multiple abrupt changes (largest fall to 0). PRB_Utilization_DL ranged from 0 to 67% with a mean of 40.6% and similar step changes. Uplink resource usage was low overall: PRBs_UL_Current ranged 0 to 10 (mean 1.6), PRB_Utilization_UL ranged 0 to 9.5% (mean 1.5%). Packet counts reflected this asymmetry: UL_NumberOfPackets ranged 0 to 180 (mean 58.2) while DL_NumberOfPackets ranged 0 to 950 (mean 192.1).

Protocol usage was predominantly TCP: downlink TCP at 89.06% of timestamps and uplink TCP at 86.72%; UDP was effectively absent.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network congested or operating normally?

Identify the user state: still or in motion?

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 20471.478

The period length of PRBs_DL_Current is 128

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

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_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 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 40.635

Does RSRP 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 530.044

The variance of TX_Bytes is 21163929593.209

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

The period length of Estimated_UL_Buffer is 128

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

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

The period length of PRB_Utilization_UL is 14.22

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 2137.567

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 471.736

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

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

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

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

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

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

What is the average value of PRBs_UL_Current?

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

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 14.22

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.

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

The period length of UL_NumberOfPackets 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 58.234

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.

Does DL_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.

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 283.93

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 27007.484

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.094

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 192.102

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.864

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

The radio link shows generally weak downlink signal strength with RSRP ranging from -117.8 dB to -107.0 dB and an average of -112.5 dB. Uplink modulation was moderately high, with UL_MCS between 13.0 and 17.0 (mean 14.8), while downlink MCS stayed low between 6.0 and 7.0 (mean 6.6). Downlink BLER was variable: values spanned 0.0029 to 0.78 and averaged 0.21, including a notable rise to about 0.47 around t≈68–93 and a subsequent fall to ~0.28 around t≈108–125. Uplink BLER remained lower, between 0.043 and 0.16 with a mean of 0.089.

Resource allocation and load show pronounced uplink bursts: UL_NPRB varied from 5.0 to 72.4 (mean 17.2) with a spike to ~72.44 at t≈89–91, and UL_SNR jumped from 16.3 dB up to 35.0 dB (mean 20.7 dB) with a peak near t≈92–99. Current downlink PRBs and utilization experienced large excursions — PRBs_DL_Current ranged 13.0 to 67.3 (mean 50.7) and PRB_Utilization_DL ranged 12.3% to 63.5% (mean 47.8%), both showing multiple sharp rises and the largest drop around t≈67–76. Uplink PRBs and utilization stayed minimal: PRBs_UL_Current 0 to 4.8 (mean 1.3) and PRB_Utilization_UL 0 to 4.5 (mean 1.3).

Traffic and buffering reflect bursts and volatility: TX_Bytes fluctuated between 90,444 Bytes and 445,194 Bytes with a mean of 331,755.1 Bytes and multiple pronounced jumps/drops (largest fall to ~102,432 Bytes around t≈67–76). RX_Bytes ranged from 291 Bytes to 7,933 Bytes with a mean of 4,670.2 Bytes. The Estimated_UL_Buffer varied from 5.3 KB to 514.0 KB and averaged 234.1 KB, indicating intermittent uplink queuing. Packet counts showed uplink packets between 2.0 and 113.0 (mean 66.8) and downlink packets between 0 and 490 (mean 271.5).

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 94.53% of timestamps and UL_Protocol was TCP for 100% of timestamps. Overall, the trace indicates weak downlink RF conditions, intermittent high uplink resource allocations and SNR improvements, significant traffic bursts with buffer buildup, and predominantly TCP traffic.

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

File download was the primary application used.

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

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

Was the network congested or operating normally?

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

Does Estimated_UL_Buffer 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 364.94

The variance of Estimated_UL_Buffer is 10401.021

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

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

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

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

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

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

The period length of PRBs_DL_Current is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 410.047

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 66.836

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.614

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 807.099

What is the average value of PRBs_DL_Current?

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.689

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 9589.449

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

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

The period length of UL_NumberOfPackets is 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.823

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

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

The period length of PRB_Utilization_UL is 128

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

The period length of DL_NumberOfPackets is 128

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

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

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

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

What is the average value of PRBs_UL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 234.116

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

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

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

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

The period length of PRBs_UL_Current is 128

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 271.516

The variance of TX_Bytes is 19517840463.121

What is the average value of PRB_Utilization_UL?

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_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 128

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

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


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

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

The trace shows notable radio and traffic dynamics across the session. Downlink signal strength (RSRP) experienced multiple abrupt moves, including a major rise to -85.3 dB; RSRP values spanned from -121.0 dB to -85.3 dB. The average RSRP was -115.1 dB. Uplink modulation (UL_MCS) moved sharply upward early in the capture, reaching 16.0; UL_MCS ranged between 1.1 and 16.0 with a mean of 14.4. Downlink MCS stayed tightly clustered between 6.0 and 7.0, averaging 6.4.

Block error behavior showed intermittent deterioration on the downlink: DL_BLER jumped several times and peaked near 0.53; DL_BLER ranged from 0.014 to 0.53 with a mean of 0.15. Uplink BLER was lower and steadier, ranging from 0.017 to 0.15 with a mean of 0.08. Uplink SNR exhibited a pronounced spike up to 33.9 dB; UL_SNR values were between 15.2 dB and 33.9 dB and averaged 21.0 dB.

Resource allocation varied considerably. Uplink NPRBs and UL PRBs showed sharp drops early in the trace; UL_NPRB spanned 5.0 to 68.0 with a mean of 19.8. Current uplink PRBs ranged from 0.05 to 53 and averaged 2.2. Downlink PRB usage was high but bursty: PRBs_DL_Current ranged from 15.9 to 68.7 with a mean of 57.5, and PRB_Utilization_DL ranged from 15.0% to 64.8% with a mean of 54.2%. Uplink PRB utilization fell to very low levels at times, ranging from 0.047% to 50% with a mean of 2.0%.

Throughput and buffering showed large transients. Transmitted bytes (TX_Bytes) had multiple large swings, dropping as low as 96,030 Bytes and rising up to 446,042 Bytes; the mean TX_Bytes was 352,830 Bytes. Received bytes (RX_Bytes) ranged from 322.0 Bytes to 21,783.0 Bytes with a mean of 6,551.3 Bytes. The estimated uplink buffer varied between 481.7 KB and 2,148.1 KB and averaged 1,151.6 KB. Packet counts reflected this: UL_NumberOfPackets ranged from 0 to 190 with a mean of 73.5, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 246.0.

From a protocol perspective, traffic was predominantly TCP: DL_Protocol was TCP for 92.19% of timestamps and UL_Protocol was TCP for 96.09% of timestamps. Overall, the session is characterized by intermittent signal and PRB volatility, occasional BLER spikes on the downlink, high downlink PRB utilization, low and sporadic uplink PRB use, and bursty traffic with substantial uplink buffering at times.

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

Did the user experience jamming or normal signal quality?

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.

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_DL_Current?

The variance of PRBs_DL_Current is 181.909

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 54.222

Does UL_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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 59043.222

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

The period length of DL_NumberOfPackets is 2.29

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_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.

What is the average value of PRBs_UL_Current?

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

The period length of Estimated_UL_Buffer is 64

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1151.559

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

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

Describe the average trend of 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_UL?

Does PRB_Utilization_DL 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.

The variance of RX_Bytes is 11722262.969

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 161.898

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

The period length of PRB_Utilization_UL is 64

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

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 246.039

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 73.508

What is the average value of PRBs_DL_Current?

The variance of TX_Bytes is 8019151290.307

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.

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

The period length of PRBs_UL_Current is 64

Does UL_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 31169.959

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1487.89

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 23.306

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 20.742


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

RSRP was consistently low, ranging from -121.0 dB to -115.1 dB. The average RSRP over the trace was -119.0 dB.

Uplink modulation (UL_MCS) showed a temporary collapse early in the trace, falling to 0 between t≈8–28; overall UL_MCS varied between 0 and 17 with a mean of 13.1. Downlink modulation (DL_MCS) stayed tight between 6.0 and 7.0, averaging 6.4.

UL_SNR experienced a sharp improvement mid-trace, peaking at 30.46 dB (spike of ~12.36 dB from t≈9–16). The UL_SNR span was 15.8 dB to 30.5 dB and the mean was 20.7 dB.

UL resource allocation (UL_NPRB) was highly variable with multiple jumps; the largest surge reached 40.7 (up from ~7.5), giving an overall range of 5.1 to 40.7 and a mean of 16.8. PRBs on the downlink (PRBs_DL_Current) fell steeply mid-trace to a low of 19.08, with the full range 19.1 to 68.1 and mean 56.1. PRBs on the uplink (PRBs_UL_Current) remained low, between 0.16 and 13 with a mean of 1.7.

PRB utilization on the downlink showed notable drops (to 18.0 and to 33.25 at different times); PRB_Utilization_DL ranged from 18.0% to 64.3% and averaged 53.0%. UL PRB utilization stayed minimal, between 0.15% and 13% with a mean of 1.6%.

Throughput and packet activity: TX_Bytes exhibited multiple large jumps and drops, spanning 124,487 Bytes to 445,114 Bytes and averaging 353,238.3 Bytes. RX_Bytes ranged from 1,047 Bytes to 23,246 Bytes with a mean of 4,468.7 Bytes. Uplink packet counts varied between 5 and 122 packets (mean 64.2), while downlink packet counts ranged from 0 to 960 packets with a mean of 264.7.

Buffering and reliability: Estimated_UL_Buffer ranged from 19.1 KB to 1,131.3 KB with a mean of 224.9 KB. Downlink BLER varied between 0.024 and 0.33 (mean 0.14) and uplink BLER between 0.016 and 0.19 (mean 0.091).

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of timestamps and UL_Protocol was TCP for 100.00%; UDP usage was negligible.

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

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

The user was transitioning between zones.

Was the environment jammed or interference-free?

This period was free of jamming activity.

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

The period length of UL_NumberOfPackets is 64

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

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 224.874

The variance of DL_NumberOfPackets is 28305.63

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

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

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

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

The period length of DL_NumberOfPackets is 2.72

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.

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

Does DL_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 89.603

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.

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

The period length of PRBs_UL_Current is 128

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.278

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.559

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 100.678

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.961

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 19518

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 64.172

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 264.734

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 408.773

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 25.6

What is the average value of PRBs_UL_Current?

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

The period length of PRB_Utilization_DL is 128

Does 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.

The variance of TX_Bytes is 5416714471.07

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

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

The period length of PRB_Utilization_UL is 128

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

What is the average value of PRBs_DL_Current?