TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 weak, ranging from -121.0 dB to -114.0 dB. The average RSRP was -118.5 dB. UL_MCS fluctuated between 13.0 and 18.0 with a mean of 14.9, while DL_MCS stayed lower between 5.0 and 7.0 with an average of 5.6. DL_BLER showed multiple sharp transitions, including a major spike that rose to 0.67; overall DL_BLER varied between 0.027 and 0.67 with a mean of 0.21. UL_BLER remained comparatively low, ranging from 0.044 to 0.15 and averaging 0.087.

UL_NPRB experienced large uplifts (peaks up to 57.8) and otherwise low allocation; it ranged from 5.0 to 57.8 with a mean of 15.3. UL_SNR exhibited brief high-SNR episodes (peaks above 33 dB) and otherwise moderate values; it ranged from 16.6 dB to 35.1 dB with a mean of 20.9 dB. TX_Bytes showed several major jumps and drops, with values spanning 81,693 Bytes to 445,114 Bytes and a mean transmit volume of 305,373.9 Bytes. RX_Bytes was much smaller, between 209 Bytes and 11,276 Bytes with a mean of 4,109.8 Bytes.

Estimated_UL_Buffer varied widely, between 6.5 Kilobytes and 532.0 Kilobytes, averaging 193.4 Kilobytes, indicating intermittent uplink queuing. Downlink PRBs and utilization were generally high but volatile: PRBs_DL_Current ranged from 15.9 to 67.3 with a mean of 53.5, and PRB_Utilization_DL ranged from 15.0% to 63.5% with a mean of 50.5%. Both metrics showed notable dips during the same periods. Uplink PRB use was minimal: PRBs_UL_Current ranged from 0 to 3.8 with a mean of 1.2, and PRB_Utilization_UL ranged from 0% to 3.6% with a mean of 1.1%.

Packet counts reflected heavier downlink activity: UL_NumberOfPackets ranged from 4.0 to 159.0 with a mean of 65.3, while DL_NumberOfPackets spanned 0 to 940.0 with a mean of 228.1. Protocol usage was exclusively TCP for both downlink and uplink across all timestamps.

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

This is a segment from a file download session.

What is the condition: jamming or normal operation?

Is this a congested or uncongested session?

Select the mobility status: moving or stationary?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 193.371

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.465

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

The period length of DL_NumberOfPackets is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 21389.644

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.523

What is the average value of PRB_Utilization_UL?

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

The period length of PRB_Utilization_DL is 32

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

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

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.

Does RSRP 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 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.

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.

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 275.321

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 245.034

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 6.74

The variance of TX_Bytes is 10007688325.958

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

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

The period length of Estimated_UL_Buffer is 128

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 228.133

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

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

What is the average value of PRBs_DL_Current?

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 751.466

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 50.468

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 9219.276

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.

Does DL_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 6.74

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

The period length of PRBs_DL_Current is 32

Describe the average trend of PRBs_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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 65.328

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

The period length of UL_NumberOfPackets is 14.22


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 in a relatively weak to moderate range, measured between -117.0 dB and -101.0 dB. The average RSRP was -109.4 dB. Uplink radio quality was strong: UL_SNR ranged from 13.2 dB to 26.9 dB with a mean of 20.6 dB. Uplink modulation was high (UL_MCS 13.0–15.0, mean 14.6), while downlink modulation was lower (DL_MCS 6.0–7.0, mean 6.7).

Downlink BLER showed an intermittent severe degradation, spiking to 0.56 between t≈92–114; overall DL_BLER ranged from 0.00012 to 0.56 and averaged 0.067. Uplink BLER stayed higher than ideal but stable, ranging from 0.048 to 0.15 with a mean of 0.09.

Uplink resource allocation varied: UL_NPRB covered 5.0 to 32.3 PRBs with a mean of 16.1, and PRBs_UL_Current was low (0 to 3.2, mean 1.3). Downlink PRB usage was substantial and volatile: PRBs_DL_Current ranged from 12.7 to 68.1 with a mean of 60.3 and experienced sharp drops (notably down to ~12.7 around t≈87–100). Correspondingly, PRB_Utilization_DL fluctuated between 12.0% and 64.3% with a mean of 56.8% and showed at least three major jumps/dips; PRB_Utilization_UL remained minimal (0–3%, mean 1.3%).

Traffic and buffer behavior indicate bursty uplink transfers: TX_Bytes moved between 92,829 Bytes and 445,194 Bytes, averaging 397,700.2 Bytes and exhibiting at least three prominent jumps/drops (largest fall to 92,829 Bytes around t≈86–101). RX_Bytes were much smaller, ranging 252 Bytes to 6,924 Bytes with a mean of 4,611.5 Bytes. The Estimated_UL_Buffer varied widely from 2.1 Kilobytes to 420.4 Kilobytes and averaged 221.4 Kilobytes, consistent with intermittent uplink queuing. Packet counts reflected this asymmetry: UL_NumberOfPackets ranged 21.0–105.0 (mean 79.5), while DL_NumberOfPackets ranged 3.0–1,014.0 (mean 311.6).

Finally, transport was exclusively TCP on both directions for the entire trace (100% TCP, 0% UDP).

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

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

This trace shows normal throughput conditions.

From static or mobile, which best describes the user?

The user was mobile 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.

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

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

The period length of PRBs_UL_Current is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 125.905

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

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

The period length of DL_NumberOfPackets is 3.2

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 13221.646

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_UL?

The variance of PRB_Utilization_UL is 0.319

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 PRB_Utilization_UL?

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 128

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

Describe the average trend of 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 0.358

The variance of TX_Bytes is 7717224996.221

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 4314.015

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 221.434

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

What is the average value of PRBs_DL_Current?

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

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

The period length of UL_NumberOfPackets is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 79.492

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 136.874

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

What is the average value of PRBs_UL_Current?

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 311.586

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 153.791

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.841

Does RSRP 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 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 None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None TCP None TCP TCP TCP TCP

Overall downlink signal strength (RSRP) degraded over the capture, falling to a minimum of -123.0 dB and peaking at -100.0 dB. The RSRP mean was -113.1 dB. Uplink modulation and coding (UL_MCS) declined to a minimum of 0 and reached a maximum of 15; its mean was 12.2. Downlink MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.2.

Downlink block error rate (DL_BLER) showed multiple sharp excursions, with values ranging from 0.0092 to 0.47 and a mean of 0.19. Uplink BLER ranged from 0.052 to 0.15 with a mean of 0.087. Uplink SNR varied between 14.9 dB and 26.4 dB, averaging 20.3 dB.

Uplink resource usage (UL_NPRB) swung widely, with a low of 5.2 and a high of 70.4 PRBs and a mean of 23.7. Current downlink PRBs (PRBs_DL_Current) moved between 13.8 and 68.1 with a mean of 52.2. Downlink PRB utilization spanned 13.0% to 64.3% and averaged 49.2%. Uplink PRB counts and utilization were mostly near zero but exhibited brief spikes: PRBs_UL_Current ranged from 0 to 49 (mean 3.5) and PRB_Utilization_UL ranged from 0% to 46% (mean 3.3%).

Traffic and buffer metrics showed substantial variability. Transmitted bytes (TX_Bytes) fluctuated from 91,661 Bytes up to 445,114 Bytes with a mean of 313,921.3 Bytes and several large drops and rises during the trace. Received bytes (RX_Bytes) ranged from 149 Bytes to 11,831 Bytes with a mean of 6,416.3 Bytes. The estimated uplink buffer varied between 5.7 Kilobytes and 2,358.8 Kilobytes with a mean of 369.8 Kilobytes. Uplink packet counts ranged from 0 to 120 packets (mean 64.5) and downlink packet counts from 0 to 410 packets (mean 227.2).

From a protocol perspective, the session was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of samples and UL_Protocol for 97.66% of samples.

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

This is a segment from a file download session.

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

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

The signal was clean with no jamming detected.

Was the network congested or operating normally?

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

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 64.461

The variance of PRBs_DL_Current is 307.452

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 36.583

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_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 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_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.

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 63910.806

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.198

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 369.814

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 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 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 227.219

What is the average value of PRB_Utilization_UL?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 41.105

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 16

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

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

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

The period length of PRB_Utilization_DL is 16

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

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

The variance of TX_Bytes is 11969685150.894

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 7947.196

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 273.631

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.

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1378.817

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

The period length of DL_NumberOfPackets is 16


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

RSRP was generally poor with a minimum of -118.0 dB and a maximum of -89.2 dB. The average RSRP was -115.0 dB, with a notable improvement (28.78 dB) peaking around -89.2 dB between the earlier and mid portion of the trace.

Uplink modulation and coding saw variability: UL_MCS ranged from 11.0 to 17.0 with a mean of 14.9, including a sharp rise of 6.0 to 17.0 in the mid segment. DL_MCS stayed narrow between 6.0 and 7.0 with a mean of 6.3.

Layer-2 reliability on the downlink showed occasional high BLER events: DL_BLER ranged from 0.018 to 0.54 with a mean of 0.14, including spikes up to 0.54 and smaller spikes later. Uplink BLER varied between 0.041 and 0.23 with a mean of 0.10.

Uplink radio resources and quality fluctuated considerably. UL_NPRB moved between 5.1 and 45.7 with a mean of 16.7, including a large jump to ≈45.7. UL_SNR ranged from 15.7 dB to 35.5 dB with a mean of 21.1 dB and multiple pronounced jumps, the largest reaching 35.5 dB.

Throughput and buffer behaviour showed bursty transmission. TX_Bytes spanned 96,030 Bytes to 445,114 Bytes with a mean of 353,913.6 Bytes, and experienced several large drops (the largest down to ~96k Bytes). RX_Bytes ranged from 304 Bytes to 17,254 Bytes with a mean of 4,706.4 Bytes. Estimated_UL_Buffer varied between 2.2 KB and 996.6 KB with a mean of 239.8 KB, indicating intermittent uplink queuing.

Downlink resource occupation had large swings: PRBs_DL_Current ranged from 11.7 to 68.4 with a mean of 57.2 and showed multiple sharp drops (largest down to 11.7). PRB_Utilization_DL ranged from 11.0% to 64.5% with a mean of 54.0% and mirrored those dips. Uplink PRBs and utilization remained minimal: PRBs_UL_Current between 0 and 6.7 (mean 1.4) and PRB_Utilization_UL between 0% and 6.3% (mean 1.3%).

Packet counts were bursty: UL_NumberOfPackets ranged from 1 to 130 with a mean of 55.4 packets; DL_NumberOfPackets ranged from 0 to 900 with a mean of 200.9 packets.

Protocol mix was heavily TCP-dominated: DL traffic was TCP for 69.53% of timestamps, while UL was TCP for 100% of timestamps (UDP was 0% in both directions).

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

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

The user was transitioning between zones.

What is the condition: jamming or normal operation?

Was the network congested or operating normally?

Which condition applies, mobile or static?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.969

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_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

The period length of DL_NumberOfPackets is 2.42

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_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_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 0.71

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 13694.996

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 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?

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

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

Does DL_BLER 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 593.234

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 56779.098

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

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

The period length of PRB_Utilization_UL is 64

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 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 228.011

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

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

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.938

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 55.398

What is the average value of PRB_Utilization_UL?

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.798

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 239.783

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

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

The variance of TX_Bytes is 9377086516.131

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.

What is the average value of PRBs_DL_Current?

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

The period length of Estimated_UL_Buffer is 64

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 202.929

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

The period length of PRB_Utilization_DL is 64

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


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

RSRP climbed steadily over the initial period (indices ~0–59, ~5.9 s) at about +1.379 dB/s; values ranged between -115.0 dB and -105.0 dB. The mean RSRP was -110.7 dB. UL_SNR experienced a sharp spike around indices 57–61, reaching a peak of 40.12 dB after rising by 21.74 dB; UL_SNR values spanned 13.6 dB to 40.1 dB with a mean of 20.7 dB.

UL_MCS remained relatively high and stable, ranging from 13.0 to 17.0 with a mean of 14.2. DL_MCS was lower and stable, between 6.0 and 7.0 with a mean of 6.2. DL_BLER showed an upward trend over indices ~28–83 (~5.5 s) at ~+0.136/s, with multiple notable jumps and drops (including a fall of 0.9 to 0.1 between t≈86–108); DL_BLER ranged from 0.014 to 1.0 and averaged 0.46. UL_BLER stayed low, ranging 0.047 to 0.16 with a mean of 0.085.

Radio resource usage had several large transients. UL_NPRB exhibited at least four big jumps, the largest being a spike to 100.6 (increase of 84.5) early in the trace; UL_NPRB ranged from 5.0 to 100.6 with a mean of 17.1. PRBs_DL_Current and PRB_Utilization_DL both showed multiple abrupt increases (largest spikes to ~67.0 and ~63.3 respectively around t≈40–43); PRBs_DL_Current ranged 13.8–67.0 with a mean of 41.8, and PRB_Utilization_DL ranged 13.0–63.3 with a mean of 39.5. UL PRB usage stayed minimal: PRBs_UL_Current 0–5.6 (mean 1.4) and PRB_Utilization_UL 0–5.3 (mean 1.3).

Traffic and buffer metrics were bursty. TX_Bytes experienced at least six pronounced jumps/dips, the largest drop bringing it to 106,749 Bytes; overall TX_Bytes ranged 89,628 Bytes to 445,114 Bytes with a mean of 255,922.8 Bytes. RX_Bytes ranged 138 Bytes to 20,893 Bytes with a mean of 4,519.9 Bytes. Estimated_UL_Buffer varied between 0.66 Kilobytes and 1,100 Kilobytes with a mean of 224.4 Kilobytes.

Packet counts showed uplink bursts: UL_NumberOfPackets ranged 1 to 198 with a mean of 47.1, while DL_NumberOfPackets ranged 0 to 1,000 with a mean of 159.8. Protocol breakdown was dominated by TCP: DL used TCP for 96.09% of timestamps and UL used TCP for 100% (UDP 0%).

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.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Choose the condition: congestion or no congestion?

Which condition applies, mobile or static?

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

What is the average value of PRB_Utilization_UL?

Does UL_MCS 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.

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 47.055

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 525.156

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.

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

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

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

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

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

What is the average value of PRBs_DL_Current?

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.039

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 224.372

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

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

The period length of PRB_Utilization_UL is 128

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

The variance of TX_Bytes is 20910425565.151

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

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.168

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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1030.288

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

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

The period length of UL_NumberOfPackets is 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 27408.368

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 467.386

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 159.758

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

The period length of DL_NumberOfPackets is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30879.587

What is the average value of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 39.479


TCP None None None None None None None None None None None None None None None None None TCP 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 None None None None None None None None None None None TCP None None None None None None None None None None None None TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 weak downlink signal strength with a notable drop: RSRP fell by 9.54 dB to a low of -122.0 dB (overall range -122.0 dB to -112.5 dB). The mean RSRP is -118.1 dB.

Uplink modulation and scheduling were volatile. UL_MCS experienced multiple sharp changes, including a fall to 0 (range 0 to 17, mean 10.4). UL_SNR remained relatively healthy (range 16.2 dB to 28.6 dB, mean 20.2 dB). UL_NPRB varied widely with frequent jumps—peaking at 64.8 (range 5.0 to 64.8, mean 24.3). PRBs allocated on the uplink were sparse on average (PRBs_UL_Current range 0 to 46, mean 4.5) and UL PRB utilization mirrored that low usage (range 0 to 43, mean 4.3). Estimated_UL_Buffer showed occasional buffering pressure (range 2.7 KB to 4487.3 KB, mean 440.4 KB).

Downlink radio link conditions and resource use show intermittent degradation. DL_MCS was stable and low (range 6.0 to 7.0, mean 6.5). DL_BLER had pronounced spikes and drops, reaching as high as 0.83 and as low as 0.012 (range 0.012 to 0.83, mean 0.26). PRBs_DL_Current and DL PRB utilization both displayed significant volatility with large drops; PRBs_DL_Current ranged from 13.8 to 69.2 (mean 51.7) and PRB_Utilization_DL ranged from 13.0 to 65.3 (mean 48.8).

Throughput and packet counts reflect asymmetric traffic: TX_Bytes showed several large swings, with values between 92,829 Bytes and 445,114 Bytes (mean 325,396.5 Bytes). RX_Bytes were much lower, ranging from 126 Bytes to 22,105 Bytes (mean 6,480.4 Bytes). Packet counts follow the same pattern: UL_NumberOfPackets ranged 0 to 190 (mean 59.7) and DL_NumberOfPackets ranged 0 to 880 (mean 216.4).

BLER on the uplink stayed relatively low (range 0.014 to 0.19, mean 0.071). Transport-layer usage was predominantly TCP: DL_Protocol was TCP for 81.25% of timestamps and UL_Protocol was TCP for 80.47%; UDP usage was effectively nil. Overall, the session shows weak downlink signal strength, intermittent DL BLER spikes and resource reallocation events, while uplink SNR is acceptable but uplink resource allocation is bursty and often limited.

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

File download was the primary application used.

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

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

Select the mobility status: moving or stationary?

The variance of UL_NumberOfPackets is 2432.909

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

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

The variance of RX_Bytes is 13498936.815

Does UL_NPRB 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 440.372

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.727

What is the average value of PRB_Utilization_UL?

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 52.008

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 323902.852

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 15690791155.226

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

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

The period length of PRB_Utilization_UL is 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 333.809

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

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

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 43774.504

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 297.088

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

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

The period length of PRBs_UL_Current is 64

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

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_DL?

The mean of PRB_Utilization_DL is 48.766

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 216.375

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 58.434

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


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

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

RSRP moved notably during the capture: after an early spike to about -85.3 dB the signal fell to roughly -121.0 dB, with the overall RSRP spanning -121.0 dB to -85.3 dB. The mean RSRP is approximately -117.8 dB, and there is a short positive trend between indices ~58–111 (≈5.3 s) averaging a 0.769 dB per second rise.

Uplink radio conditions and scheduling show substantial variability. UL_SNR ranged from 11.7 dB to 33.9 dB with a mean of 20.8 dB and includes a sharp spike to ~33.9 dB. UL_MCS covered 0 to 18 with a mean of 13.2; it dropped to 0 during the latter portion of the trace. UL_NPRB varied between 5.0 and 77.8 with a mean of 19.8 and experienced multiple large jumps, including a spike up to 77.8. PRBs_UL_Current ranged from 0.05 to 42 with a mean of 2.7 and showed a pronounced spike to ~41.6. Correspondingly, PRB_Utilization_UL spanned 0.047 to 39 with a mean of 2.6 and also peaked near 39.

Downlink MCS and link quality were relatively stable but with transient disruptions. DL_MCS stayed between 6.0 and 7.0 with a mean of 6.4. DL_BLER ranged from 0.019 to 0.53 and averaged 0.16; it exhibited several jumps and drops, including a jump up to ~0.5. UL_BLER ranged from 0.027 to 0.16 with a mean of 0.087.

Resource utilization on the downlink showed high and fluctuating load. PRBs_DL_Current varied from 14.8 to 67.9 with a mean of 56.5 and experienced multiple large swings, the largest drop to ~14.8. PRB_Utilization_DL ranged from 14.0 to 64.0 with a mean of 53.3 and mirrored those abrupt changes.

Traffic and buffer metrics indicate bursty uplink activity. TX_Bytes ranged from 96,030 Bytes to 448,763 Bytes with a mean of 347,254.4 Bytes and included several major jumps and a large drop to ~97,757 Bytes. RX_Bytes ranged from 136 Bytes to 13,013 Bytes with a mean of 5,440.5 Bytes. Estimated_UL_Buffer spanned 281.0 KB to 3,481.9 KB with a mean of 1,137.5 KB, consistent with intermittent uplink queuing. UL_NumberOfPackets varied between 0 and 140 with a mean of 68.5, while DL_NumberOfPackets ranged from 0 to 720 with a mean of 237.2.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 92.19% of samples and UL_Protocol for 96.09% of samples. Overall, the trace shows transient improvements in uplink SNR and PRB allocation interspersed with periods of degraded RSRP and elevated DL BLER, producing bursty traffic and notable variability in both UL and DL resource usage.

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

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

Zone localization is unclear due to mobility.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Was the user static or moving across locations?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1081.763

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 16447.874

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

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

The period length of PRB_Utilization_UL is 128

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 161.693

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 37.005

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

What is the average value of PRBs_DL_Current?

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

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

The period length of DL_NumberOfPackets is 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.344

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_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 PRBs_UL_Current?

What is the average value of PRB_Utilization_UL?

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 181.679

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 TX_Bytes 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 25.6

The variance of TX_Bytes is 7988246097.407

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

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

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

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

Does UL_SNR 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 1137.469

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 98872.726

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 237.25

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 DL_BLER 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 68.477

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 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 32.936

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.


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

RSRP improved steadily between indices ~45 and ~127 (about 8.2 s) at roughly +1.48 dB/s. RSRP values ranged from -117.0 dB to -104.0 dB. The mean RSRP was -112.5 dB.

UL MCS briefly rose by 5 to a peak of 18 between t≈26 and t≈38. UL_MCS ranged from 13.0 to 18.0 and averaged 15.7. DL_MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.8.

Downlink BLER experienced a transient spike to ~0.31 (from ~0.02), with overall DL_BLER spanning 0.00093 to 0.31 and a mean of 0.035. Uplink BLER ranged from 0.035 to 0.16 and averaged 0.091.

UL NPRB showed several large jumps and drops; the largest increase reached 63.3 around t≈17. UL_NPRB values ranged from 6.0 to 63.3 with a mean of 22.1. UL SNR varied between 15.3 dB and 29.5 dB and had a mean of 21.0 dB.

TX_Bytes exhibited multiple sharp changes, the largest downward move reaching a low of ~99,614 Bytes; overall TX_Bytes ranged from 99,614 Bytes to 445,114 Bytes and the mean was 414,936.8 Bytes. RX_Bytes ranged from 1,169 Bytes to 12,714 Bytes with a mean of 7,234.1 Bytes. Estimated_UL_Buffer varied between 459.7 Kilobytes and 1,563.1 Kilobytes and averaged 1,210.8 Kilobytes.

Downlink PRBs and DL PRB utilization both showed two notable dips (one around t≈9–11 and a deeper one around t≈12–20). PRBs_DL_Current ranged from 18.3 to 69.2 and had a mean of 63.0. PRB_Utilization_DL ranged from 17.3% to 65.3% and averaged 59.4%. Uplink PRB counts and utilization remained low: PRBs_UL_Current spanned 0.17 to 4.7 with a mean of 1.8, and PRB_Utilization_UL spanned 0.16% to 4.4% with a mean of 1.7%.

Packet counts showed uplink activity concentrated in fewer packets: UL_NumberOfPackets ranged from 7 to 135 with a mean of 89.9. Downlink packet counts ranged from 0 to 980 and averaged 275.1. Transport layer usage was dominated by TCP: DL_Protocol was TCP for 98.44% of samples and UL_Protocol was TCP for 100% of samples.

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

File download was the primary application used.

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

Choose the condition: jamming present or not?

Was the network congested or operating normally?

Select the mobility status: moving or stationary?

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

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

The period length of UL_NumberOfPackets is 42.67

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

The variance of PRB_Utilization_UL is 0.762

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.857

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

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

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1210.773

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 68.428

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 23950.61

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

What is the average value of PRBs_UL_Current?

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 3.28

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 59.447

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 439.658

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

The period length of PRB_Utilization_DL is 128

What is the average value of PRBs_DL_Current?

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

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

The period length of PRBs_UL_Current is 3.28

Does UL_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 89.945

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 275.062

What is the average value of PRB_Utilization_UL?

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 76.885

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 30405.851

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

The variance of TX_Bytes is 3862677665.54

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.


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

RSRP remained consistently weak, ranging between -121.0 dB and -116.0 dB. The average RSRP was -119.8 dB.

Uplink MCS was highly variable with at least five significant jumps and drops; it fell as low as 0 and reached up to 18. The mean UL_MCS was 9.0. Downlink MCS stayed tight between 6.0 and 7.0, with an average of 6.1.

Downlink BLER trended downward overall but exhibited a large transient increase up to 0.51; DL_BLER values spanned 0.026 to 0.55. The mean DL_BLER was 0.27. Uplink BLER showed a spike up to 0.18, with values ranging from 0.014 to 0.18 and a mean of 0.071.

UL resource allocation (UL_NPRB) swung widely, including at least four prominent changes; it ranged from 5.0 to 88.8 PRBs and averaged 21.2. Current downlink PRBs also experienced multiple large shifts, lying between 13.8 and 67.3 PRBs with a mean of 52.4. PRB utilization mirrored those dynamics: DL utilization ranged from 13.0% to 63.5% with a mean of 49.4%, while UL utilization was sparse overall, ranging from 0% to 75% with a mean of 3.9%.

UL SNR remained moderate, between 15.7 dB and 28.7 dB, with a mean of 20.5 dB.

Traffic volumes on the uplink showed several big drops and spikes; TX_Bytes varied from 92,829 Bytes to 441,465 Bytes and had a mean of 315,006.2 Bytes. RX_Bytes were much smaller, ranging from 361 Bytes to 16,669 Bytes with a mean of 4,822.6 Bytes. The Estimated_UL_Buffer ranged from 5.9 Kilobytes to 6,137.7 Kilobytes and averaged 317.0 Kilobytes.

Packet counts reflected asymmetric load: UL_NumberOfPackets ranged from 1 to 197 with a mean of 61.0, while DL_NumberOfPackets ranged from 0 to 620 with a mean of 181.6.

From a protocol perspective, almost all sessions used TCP: DL protocol was TCP for 97.66% of timestamps and UL protocol was TCP for 100.00%.

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

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

What is the condition: jamming or normal operation?

This trace shows normal throughput conditions.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 201.204

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

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

The period length of PRB_Utilization_DL is 21.33

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

The period length of PRB_Utilization_UL is 64

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 317.044

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

What is the average value of PRB_Utilization_UL?

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

The period length of PRBs_DL_Current is 21.33

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.

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

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

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

The variance of TX_Bytes is 8519618106.141

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.407

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_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 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.

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1852.755

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 181.617

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 340949.266

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 61.031

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

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

The period length of PRBs_UL_Current is 64

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 62.636

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14429.545

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

The period length of DL_NumberOfPackets is 2.78

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?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 226.074

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

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

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

The variance of RX_Bytes is 10358799.516

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 55.746

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


TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None TCP TCP TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 gradually improved over the early portion of the capture, rising between indices 3 and 90 (about 8.7 s) at an average rate of 1.163 dB/s. RSRP varied between -116.0 dB and -105.0 dB. The mean RSRP was -110.7 dB.

UL_MCS stayed in a relatively narrow band from 13.0 to 17.0 with a mean of 14.3. DL_MCS ranged from 6.0 to 7.0 with a mean of 6.2.

DL_BLER showed a clear deterioration between indices 60 and 115 (≈5.5 s), increasing at about 0.136 per second and exhibiting at least three notable jumps and drops; the largest abrupt rise was from ~0.1 to 0.8 between t=64 and t=86. DL_BLER ranged from 0.014 to 1 and averaged 0.45. UL_BLER remained low and stable, ranging from 0.046 to 0.16 with a mean of 0.083.

UL_NPRB was highly variable with multiple large transients (at least four), including a major spike up to 100.6 (from ~16.1 to 100.6 between t=33 and t=39). UL_NPRB ranged between 5.0 and 100.6 and had a mean of 17.2. UL_SNR experienced a sharp increase late in the trace, peaking at 40.12 (a +21.74 dB rise between t=89 and t=93). UL_SNR ranged from 13.6 dB to 40.1 dB and averaged 20.7 dB.

TX_Bytes showed multiple large jumps and drops (at least six), the biggest movement being a fall to 106,749 Bytes (a decrease of 334,716 Bytes between t=33 and t=42). TX_Bytes ranged from 89,628 Bytes to 445,194 Bytes with a mean of 260,051.2 Bytes. RX_Bytes was much smaller, ranging from 138 Bytes to 20,893 Bytes with a mean of 4,613.1 Bytes.

Estimated_UL_Buffer varied substantially, between 0.66 Kilobytes and 1,100 Kilobytes, with a mean of 229.9 Kilobytes.

Downlink resource usage showed multiple pronounced transients: PRBs_DL_Current jumped frequently (≥6 events), reaching up to 67.0 and ranging from 13.8 to 68.1 with a mean of 42.1. PRB_Utilization_DL mirrored this behavior, spiking to 63.3 and spanning 13.0 to 64.3 with a mean of 39.7. Uplink PRBs and utilization stayed low: PRBs_UL_Current ranged from 0 to 5.6 (mean 1.4) and PRB_Utilization_UL ranged from 0 to 5.3 (mean 1.3).

Packet counts were bursty: UL_NumberOfPackets ranged from 1 to 198 with a mean of 48.9. DL_NumberOfPackets exhibited a large spike reaching 1,506 packets (range 0 to 1,506) and averaged 209.0 packets.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 93.75% of timestamps (UDP 0%), and UL_Protocol was TCP for 100% of timestamps (UDP 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?

The period length of DL_NumberOfPackets is 14.22

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 29252.714

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

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

The period length of PRBs_UL_Current is 128

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 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_DL?

The mean of PRB_Utilization_DL is 39.741

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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 229.926

The variance of TX_Bytes is 21519861431.429

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

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

Describe the average trend of DL_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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 465.864

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.171

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

The period length of PRB_Utilization_DL is 128

What is the average value of PRB_Utilization_UL?

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

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

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.

What is the average value of PRBs_DL_Current?

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

Does UL_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 1.042

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 209.039

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

The period length of Estimated_UL_Buffer is 128

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 48.906

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.

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

The period length of UL_NumberOfPackets is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 983.282

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 59187.487

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 523.446


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

RSRP improved notably during the window, climbing about 9.95 dB to a peak near -111.05 dBm. Its observed range is -121.0 dB to -111.0 dB. The mean RSRP is -116.5 dB.

Uplink modulation (UL_MCS) stayed relatively high, ranging from 12.0 to 17.0 with a mean of 13.9, while downlink modulation (DL_MCS) remained low and stable between 6.0 and 7.0 with a mean of 6.1. UL_SNR experienced a sharp rise to a maximum around 38.45 dB; its overall range is 14.9 dB to 38.4 dB and the mean is 20.9 dB.

DL_BLER showed multiple large transients, including a pronounced spike up to ~0.9; DL_BLER ranges from 0.023 to 0.86 with a mean of 0.31. UL_BLER was lower and steadier, ranging from 0.034 to 0.16 with a mean of 0.084.

UL resource usage had brief but large surges: UL_NPRB jumped to highs near 78.9 (range 5.0 to 78.9, mean 14.9), and PRBs_UL_Current stayed low overall (range 0 to 3.6, mean 1.2). Downlink PRB allocation and utilization showed significant variability with sharp jumps to peaks around 67.3 PRBs and 63.5% utilization; PRBs_DL_Current ranges 14.8 to 67.3 with a mean of 49.3, and PRB_Utilization_DL ranges 14.0% to 63.5% with a mean of 46.6%. UL PRB utilization remained minimal (range 0 to 3.4%, mean 1.2%).

Traffic volume and buffers fluctuated: TX_Bytes exhibited multiple large swings, dipping to a low near 92,829 Bytes and reaching up to about 445,114 Bytes (range 90,444 to 445,114 Bytes, mean 297,405.1 Bytes). RX_Bytes stayed much smaller, between 220 and 11,348 Bytes with a mean of 4,001.1 Bytes. Estimated_UL_Buffer varied from 1.8 KB to 573.2 KB with a mean of 185.2 KB.

Packet counts were bursty: UL_NumberOfPackets ranged from 1 to 144 with a mean of 50.7, while DL_NumberOfPackets dropped early to a low around 70 and overall ranged from 0 to 1,400 with a mean of 200.1. Protocol usage was dominated by TCP: DL traffic used TCP for 89.06% of timestamps, and UL traffic was TCP for 100% of timestamps.

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

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

From static or mobile, which best describes the user?

The user was mobile during this session.

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

The period length of DL_NumberOfPackets is 7.53

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

The period length of Estimated_UL_Buffer is 64

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

Does RSRP 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 UL_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 185.173

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.551

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 200.102

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 8534.542

Does UL_NumberOfPackets 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 PRBs_DL_Current 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 50.688

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

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

The variance of TX_Bytes is 14648889930.017

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 344.959

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

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

What is the average value of PRBs_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.

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

What is the average value of PRB_Utilization_UL?

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.575

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 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 0.512

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

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

The period length of PRB_Utilization_DL is 128

Describe the average trend of 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.

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 128

What is the average value of PRBs_UL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 636.72

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 387.596

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 50441.446