The radio link shows gradual degradation in downlink signal strength: RSRP trends downward, ranging between -119.0 dB and -106.0 dB with a mean of -112.9 dB. Uplink modulation and link quality exhibit volatility: UL_MCS varied from 0 to 17 with a mean of 13.0 and suffered a sharp drop to 0 around t=105–127. UL_SNR experienced several large spikes, spanning 16.1 dB to 45.0 dB with a mean of 21.2 dB; the largest upward jump reached 45.0 dB. DL_MCS remained steady at 6.0.

Error and reliability metrics were mixed: DL_BLER moved between 0.18 and 1.00 with a mean of 0.75 and showed multiple pronounced jumps and drops (including a fall to 0.2), while UL_BLER stayed low, from 0.02 to 0.16 with a mean of 0.081. Uplink resource allocation and utilization were bursty: UL_NPRB ranged from 5.0 to 78.5 with a mean of 15.4 and exhibited several spikes up to 78.5; PRBs_UL_Current ranged from 0 to 11 with a mean of 1.3 and PRB_Utilization_UL ranged from 0% to 10% with a mean of 1.2%. Downlink PRB behavior also fluctuated—PRBs_DL_Current varied between 11.7 and 66.3 with a mean of 29.7 and PRB_Utilization_DL ranged 11.0% to 62.5% with a mean of 28.0%; the largest DL resource change was a drop to 11.7 around t=101–107.

Traffic volumes showed large uplink bursts: TX_Bytes ranged from 90,444 Bytes to 390,506 Bytes with a mean of 176,576.9 Bytes and included big jumps (largest to ~390k Bytes). RX_Bytes ranged from 80 Bytes to 6,785 Bytes with a mean of 2,827 Bytes. The Estimated_UL_Buffer varied between 0.56 Kilobytes and 700 Kilobytes with a mean of 132.6 KB, indicating intermittent uplink buffering. Packet counts reflected uplink activity between 1 and 98 packets (mean 31.6) and downlink between 0 and 960 packets (mean 113.5). Protocol usage was predominantly TCP: UL traffic was 100% TCP and DL was TCP for 39.06% of samples (no UDP observed).

Overall, the session is characterized by weakening RSRP, intermittent high uplink SNR and PRB spikes supporting bursty uplink throughput, elevated downlink BLER and variable DL resource allocation that likely constrain sustained downlink performance.

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

This is a segment from a file download session.

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

Did the user experience jamming or normal signal quality?

There was no congestion-related degradation.

Identify the user state: still or in motion?

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 52534.063

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

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

What is the average value of PRB_Utilization_UL?

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.759

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

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

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

The period length of UL_NumberOfPackets is 32

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

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

The period length of Estimated_UL_Buffer is 32

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?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 9550.021

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

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

What is the average value of PRBs_UL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 132.612

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

The period length of PRBs_DL_Current is 128

Does DL_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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 113.484

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

The variance of TX_Bytes is 14186107083.814

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 399.921

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 28.029

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 355.927

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

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

The period length of DL_NumberOfPackets is 2.56

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.455

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

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

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

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

Does 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 31.633

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 476.313

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


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

Signal conditions were generally weak: RSRP varied between -117.0 dB and -111.7 dB. The average RSRP was -115.5 dB. Uplink radio quality was moderate with UL_SNR spanning 15.7 dB to 27.9 dB and a mean of 20.4 dB.

Transport and modulation show asymmetric behavior: UL_MCS ranged from 11.0 to 17.0 with a mean of 14.5, while DL_MCS stayed lower between 6.0 and 7.0 with a mean of 6.4. DL_BLER exhibited volatile behavior, rising sharply during one interval and then falling later; DL_BLER values ranged from 0.0037 to 0.94 and averaged 0.29. UL_BLER trended downward overall, with values between 0.035 and 0.18 and a mean of 0.092.

Scheduling and resource use fluctuated. UL_NPRB varied from 5.0 to 45.0 with a mean of 16.6, including a large short spike to about 45.0. PRBs_DL_Current moved between 13.8 and 67.3 and averaged 49.4, with at least one large jump into the mid-60s. PRBs_UL_Current stayed low, between 0 and 5.3 with a mean of 1.4. DL PRB utilization ranged from 13.0% to 63.5% and averaged 46.6%, showing several large jumps; UL PRB utilization remained minimal between 0% and 5% with a mean of 1.3%.

Traffic and buffer metrics indicate bursty uplink and moderate downlink load. TX_Bytes ranged from 89,628 Bytes to 448,763 Bytes with a mean of 313,468.9 Bytes and experienced multiple prominent jumps/drops, including a large dip to ~89.6k Bytes. RX_Bytes ranged from 114 Bytes to 18,332 Bytes and averaged 4,701.1 Bytes. Estimated_UL_Buffer spanned 1.0 KB to 877.4 KB with a mean of 231.7 KB. UL_NumberOfPackets varied between 1 and 174 (mean 52.1), while DL_NumberOfPackets ranged from 0 to 920 (mean 202.7).

Protocol usage was predominantly TCP: DL traffic used TCP for 80.47% of timestamps, and UL traffic was TCP for 100% of timestamps.

Overall, the trace shows weak downlink signal strength, moderate uplink SNR and MCS, volatile DL BLER and PRB usage with intermittent high resource allocation bursts, and bursty uplink data with sizable buffer occupancy at times—factors that likely drove the observed throughput and reliability variations.

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

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

Choose the condition: jamming present or not?

Can you classify the user as moving or still?

The variance of PRB_Utilization_UL is 0.823

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

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

What is the average value of PRB_Utilization_UL?

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

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

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

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

The period length of UL_NumberOfPackets is 128

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.

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 435.224

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 3.66

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 202.742

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

The variance of TX_Bytes is 19613673263.767

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.

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 15644.586

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.924

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 3.66

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1076.913

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 52.125

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

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

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_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 128

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

What is the average value of PRBs_UL_Current?

Does 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 50334.744

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 387.347

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 231.732

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.567

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


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

RSRP stayed consistently weak, ranging between -121.0 dB and -116.0 dB. The average RSRP was -119.4 dB.

Uplink MCS showed several abrupt transitions, including a major fall to 0.0; UL_MCS ranged from 0 to 18 with a mean of 10.1. Downlink MCS remained stable, between 6.0 and 7.0 with a mean of 6.2.

Downlink BLER experienced two notable spikes (peaking at 0.58 and 0.51); DL_BLER ranged from 0.026 to 0.58 and averaged 0.25. Uplink BLER had a smaller spike to 0.18; UL_BLER ranged from 0.014 to 0.18 with a mean of 0.078.

UL_NPRB was highly variable with multiple large swings, dropping as low as 5.0 and reaching up to 88.8; its mean was 20.7. UL_SNR was relatively healthy, ranging from 15.7 dB to 27.2 dB and averaging 20.5 dB.

Transmit traffic (TX_Bytes) showed several big changes and fell to 92,829 Bytes at its lowest and rose to 445,114 Bytes at its highest; the mean TX_Bytes was 309,866.7 Bytes. Receive traffic (RX_Bytes) was much lower, ranging from 268 Bytes to 16,669 Bytes with a mean of 4,604.2 Bytes. Estimated uplink buffer varied widely between 5.9 Kilobytes and 6,137.7 Kilobytes, averaging 306.1 Kilobytes.

Downlink PRBs in use fluctuated frequently; PRBs_DL_Current ranged from 14.8 to 66.5 with a mean of 50.8. Uplink PRBs were often near zero but had brief peaks up to 80; PRBs_UL_Current ranged from 0 to 80 and averaged 3.9. DL PRB utilization mirrored the DL PRB count, between 14.0% and 62.8% and mean 48.0%. UL PRB utilization was typically negligible but spiked up to 75%; it ranged from 0% to 75% with a mean of 3.6%.

Packet counts varied with uplink packets between 1.0 and 197.0 (mean 58.5) and downlink packets between 6.0 and 623.0 (mean 204.1).

From a protocol perspective, traffic was almost exclusively TCP: DL_Protocol was TCP for 98.44% of samples and UL_Protocol was TCP for 100.00% of samples.

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

This segment matches file download traffic.

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

Choose the condition: jamming present or not?

From static or mobile, which best describes the user?

The user was mobile during this session.

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

What is the average value of PRB_Utilization_UL?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 63.504

The variance of DL_NumberOfPackets is 12646.192

The mean of Estimated_UL_Buffer is 306.068

The variance of TX_Bytes is 11035160249.846

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

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

The variance of PRB_Utilization_DL is 247.421

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

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

The period length of PRB_Utilization_DL is 42.67

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

The period length of DL_NumberOfPackets is 2.78

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

Does DL_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 58.547

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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.955

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 56.519

What is the average value of PRBs_UL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 341315.904

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1749.132

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

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

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 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 42.67

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

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

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

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

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

The period length of PRBs_DL_Current is 42.67

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 278.003

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 204.07

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

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

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

Does PRB_Utilization_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 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 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.

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

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

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

The period length of UL_NumberOfPackets is 25.6


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

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

Signal strength was generally poor to moderate: RSRP ranged from -119.0 dB to -113.0 dB. The RSRP mean was -116.3 dB. Uplink modulation supported moderate rates with UL_MCS between 12.0 and 18.0 (mean 14.9), while downlink MCS stayed low between 6.0 and 7.0 (mean 6.4). Uplink SNR was healthy, ranging from 15.0 dB to 24.7 dB with a mean of 20.4 dB.

Error rates varied: DL_BLER spanned 0.0052 to 0.72 with a mean of 0.15, and showed a notable downward trend between the mid-sequence interval (about 5.8 s) and several spikes earlier and later in the trace. UL_BLER ranged from 0.039 to 0.19 and averaged 0.10.

Uplink resource allocation was bursty. UL_NPRB varied from 5.0 to 51.6 (mean 19.0) with abrupt spikes to the high 30s and low 50s at two points. PRBs_UL_Current ranged from 0.05 to 7.9 (mean 1.6) and UL PRB utilization mirrored this (0.047 to 7.4, mean 1.5). Downlink PRB demand was consistently high: PRBs_DL_Current ranged 13.8 to 67.3 with a mean of 56.1, and PRB_Utilization_DL ranged 13.0 to 63.5 with a mean of 52.9; both metrics exhibited multiple large jumps, including a pronounced increase to the mid-60s.

Throughput and buffer behavior show asymmetric traffic. TX_Bytes spanned 92,829 Bytes to 448,763 Bytes with a mean of 352,412.9 Bytes and experienced several large jumps and drops (the largest fall reached ~355,934 Bytes). RX_Bytes ranged from 209 Bytes to 17,214 Bytes with a mean of 5,832.3 Bytes. Estimated_UL_Buffer varied between 0 and 1,100 Kilobytes and averaged 295.6 KB, indicating intermittent uplink backlog. Packet counts reflect the same burstiness: UL_NumberOfPackets ranged 0 to 160 (mean 62.1), while DL_NumberOfPackets ranged 0 to 1,364 (mean 231.0) and included a large spike to ~1,364 packets.

Control-plane profile: downlink traffic was TCP-dominated (84.38% of timestamps) and uplink traffic was also predominantly TCP (89.84%). Overall, the trace shows moderate uplink radio conditions, heavy and bursty downlink resource utilization, intermittent DL BLER spikes, substantial uplink buffer variability, and a TCP-heavy workload.

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

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

The signal was clean with no jamming detected.

This trace shows normal throughput conditions.

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 21.33

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 231.032

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.054

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

The period length of PRB_Utilization_UL is 32

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.184

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 period length of UL_NumberOfPackets is 42.67

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

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

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

Describe the average trend of 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 TX_Bytes is 11039412965.47

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1199.191

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 231.047

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

What is the average value of PRBs_DL_Current?

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.918

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 62.078

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

The period length of PRB_Utilization_DL is 42.67

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

Describe the average trend of 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.

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 49184.801

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 259.588

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

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

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

The period length of DL_NumberOfPackets is 32

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

The period length of PRBs_DL_Current is 42.67

What is the average value of PRBs_UL_Current?

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

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

The period length of PRBs_UL_Current is 32

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 30529.071

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

What is the average value of PRB_Utilization_UL?

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

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

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 295.591


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

TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP TCP TCP TCP TCP TCP None None None None None None None None None TCP None UDP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None UDP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 a generally weak downlink radio environment with intermittent uplink capacity bursts. RSRP ranged between -124.7 dB and -102.8 dB; the average RSRP was -118.4 dB, with a notable positive jump of 16.15 dB reaching about -102.85 dB around the mid-window. UL_SNR varied between 7.0 dB and 44.8 dB and averaged 20.8 dB, including a sharp spike up to ~40.3 dB in one short interval.

Uplink modulation and resource usage were highly variable. UL_MCS spanned 0.8 to 19 with a mean of 11.5 and showed at least three large swings, including a drop to 0.8 early in the trace. UL_NPRB ranged from 0.5 to 60 PRBs (mean 25.2) and experienced multiple large jumps, peaking at 60 PRBs. PRBs_UL_Current was between 0 and 16 (mean 2.0). UL_BLER stayed low overall, between 0.025 and 0.23 with a mean of 0.091.

Downlink MCS and reliability were constrained. DL_MCS ran from 0.6 to 7 with a mean of 6.1 and had several sharp dips to near-zero values. DL_BLER varied from 0.032 to 0.7 and averaged 0.27, including spikes up to 0.7 that indicate intermittent poor DL transport performance. PRBs_DL_Current covered 0 to 110 (mean 51.8), and DL PRB utilization ranged from 0% to 100% with a mean around 48.9%, reflecting heavy and bursty DL scheduling; UL PRB utilization was 0%–15% with mean 1.8%.

Traffic volumes and buffering show large UL bursts and modest DL throughput. TX_Bytes ranged from 0 to 450,000 Bytes with a mean of 295,041.6 Bytes and exhibited at least seven major fluctuations including a drop to zero in one interval; RX_Bytes ranged from 0 to 29,000 Bytes with a mean of 6,548.3 Bytes. Estimated_UL_Buffer varied between 5.3 KB and 2,806.0 KB with a mean of 750.3 KB, indicating intermittent uplink queuing. Packet counts reflect the same pattern: UL_NumberOfPackets 0–220 (mean 58.8), DL_NumberOfPackets 0–850 (mean 173.4).

Protocol mix was dominated by TCP: DL traffic used TCP for 84.38% of timestamps (UDP 1.56%), and UL used TCP for 81.25% of timestamps (UDP 0%). Overall, the session exhibits sporadic uplink capacity spikes and buffering with constrained and occasionally unreliable downlink radio conditions that produced variable DL MCS and elevated DL BLER episodes.

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

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

Zone localization is unclear due to mobility.

Choose the condition: jamming present or not?

Is this a congested or uncongested session?

Identify the user state: still or in motion?

The variance of Estimated_UL_Buffer is 150420.607

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 425.406

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

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

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

Describe the average trend of 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 DL_NumberOfPackets 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 3.267

Does DL_MCS 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 3.12

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

The period length of PRB_Utilization_DL is 25.6

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 2305.543

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 378.61

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

What is the average value of PRBs_UL_Current?

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

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

What is the average value of UL_NumberOfPackets?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 31981.317

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

The variance of RX_Bytes is 22516676.269

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

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

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 750.344

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 173.422

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

The period length of PRBs_DL_Current is 25.6

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 3.671

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

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

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

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

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

The period length of PRB_Utilization_UL is 3.12

What is the average value of PRBs_DL_Current?

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.

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.891

The variance of TX_Bytes is 15682067238.185


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

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

RSRP weakened early in the trace, falling by 8.66 dB to a minimum of -125.00 dB; overall RSRP spans -125.0 dB to -116.3 dB. The mean RSRP is -120.3 dB.

Uplink modulation and coding improved later: UL_MCS rose to a peak of 17 (an increase of 12) and ranges from 4.0 to 17.0. The average UL_MCS is 8.3. Downlink MCS stayed low and narrow, ranging from 5.0 to 7.0 with a mean of 5.4.

Downlink block error rate experienced significant drops (notably to 0.56 and later to 0.18); DL_BLER spans 0.038 to 0.87 and has a mean of 0.34. Uplink BLER shows an overall downward trend over a multi-second interval, decreasing on average 0.033 per second; UL_BLER ranges from 0.019 to 0.55 and its mean is 0.15.

UL_NPRB was highly variable with multiple large excursions, including a spike to 71.0; UL_NPRB ranges between 5.0 and 75.9 and averages 22.5. UL_SNR is healthy overall, ranging from 13.3 dB to 27.6 dB with a mean of 20.6 dB.

Transmit throughput shows bursts and drops: TX_Bytes exhibited at least eight prominent jumps/dips (largest drop to 81,693 Bytes) and ranges from 81,693 Bytes to 440,168 Bytes. Mean uplink transmitted bytes are 284,139.4 Bytes. Received bytes are much lower, ranging from 110 Bytes to 14,354 Bytes with a mean of 4,516.0 Bytes.

Estimated uplink buffer occupancy varies from 84.6 Kilobytes to 2,156.9 Kilobytes and averages 566.9 Kilobytes, indicating intermittent backlog. Downlink PRB use and utilization show sizable volatility with multiple sharp drops (largest DL PRBs fell to 13.8 and DL PRB utilization to 13.0); PRBs_DL_Current ranges 13.8–68.1 with a mean of 51.1, and PRB_Utilization_DL ranges 13.0–64.3 with a mean of 48.2. Uplink PRBs and utilization remain low overall: PRBs_UL_Current spans 0 to 22 with a mean of 2.8, PRB_Utilization_UL spans 0 to 21 with a mean of 2.6, and PRB_Utilization_UL had a short spike to about 20.98.

Packet counts indicate bursty traffic: UL_NumberOfPackets ranges from 0 to 160 with a mean of 41.0, while DL_NumberOfPackets ranges from 0 to 810 with a mean of 100.0. Transport layer usage is predominantly TCP: DL_Protocol was TCP for 78.91% of timestamps (UDP 0%), and UL_Protocol was TCP for 81.25% of timestamps (UDP 0%).

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

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

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Which condition applies, mobile or static?

The period length of Estimated_UL_Buffer is 9.85

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 11.894

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.

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

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

What is the average value of PRB_Utilization_UL?

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

The period length of DL_NumberOfPackets is 32

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 269.716

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?

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

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

The period length of PRBs_DL_Current is 128

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 240.046

The variance of TX_Bytes is 9989202548.882

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 566.905

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1428.275

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.

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 22332.488

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

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 40.977

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

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

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

The period length of PRBs_UL_Current is 128

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 10.585

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.183

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 82790.846

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 100.016

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

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

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


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

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None None None None None None None TCP None None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 improved notably during the middle of the capture, rising between indices ~46–105 (about 5.9 s) at roughly +2.93 dB/s after an earlier dip of 19.67 dB that reached a low near -134.67 dB around t≈40–54. Over the trace RSRP ranged from -134.7 dB to -98.0 dB. The average RSRP was -110.6 dB.

Uplink MCS fell to a minimum of 6.0 (from an earlier level) between t≈40–65; UL_MCS varied between 6.0 and 17.0 with a mean of 13.9. Downlink MCS stayed relatively high, spanning 4.1 to 7.0 with a mean of 6.7.

Downlink BLER experienced a transient spike to 0.66 (around t≈22–44); overall DL_BLER ranged from 0.00016 to 0.66 and averaged 0.089. Uplink BLER ranged from 0.024 to 0.17 with a mean of 0.093.

UL resource usage showed several sharp changes: UL_NPRB had multiple jumps, the largest reaching 92.9 from a lower level (spike of ~73.2 around t≈21–30). UL_NPRB spanned 9.9 to 92.9 with a mean of 26.0. UL SNR remained good overall, between 12.1 dB and 27.8 dB with a mean of 20.5 dB.

Traffic volumes were bursty. Transmit bytes fell twice: once to ~92,829 Bytes (a drop around t≈18–33) and then to 0 Bytes (t≈36–50). TX_Bytes ranged from 0 to 450,000 Bytes and the mean was 374,603.5 Bytes. RX_Bytes ranged from 0 to 14,000 Bytes with a mean of 5,354.9 Bytes. Estimated uplink buffering fluctuated between 44.5 KB and 1,289.4 KB, averaging 397.0 KB.

Downlink PRB assignment and utilization showed pronounced volatility with at least three major jumps/drops; the largest drop reduced PRBs_DL_Current to 0 (from ~64.9) around t≈41–50. PRBs_DL_Current ranged 0–68 with mean 56.4, and PRB_Utilization_DL ranged 0–64 with mean 53.2. Uplink PRBs and utilization were low: PRBs_UL_Current 0–5.7 (mean 1.7) and PRB_Utilization_UL 0–5.4 (mean 1.6).

Packet counts were variable: UL packets ranged from 0 to 150 with a mean of 58.3; DL packets ranged from 0 to 1,100 with a mean of 210.4. Protocol usage was dominated by TCP on both directions, present for 86.72% of timestamps; UDP was effectively absent.

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

This is a segment from a file download session.

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

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

The signal was clean with no jamming detected.

Choose the condition: congestion or no congestion?

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.

The variance of PRB_Utilization_UL is 0.934

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 396.998

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

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

The variance of TX_Bytes is 14640515126.047

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

What is the average value of PRB_Utilization_DL?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 36986.57

Does RSRP 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 36237.809

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 58.289

What is the variance of PRBs_UL_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.

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

What is the average value of PRBs_DL_Current?

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

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

The period length of Estimated_UL_Buffer is 128

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

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

What is the average value of PRBs_UL_Current?

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

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

The period length of DL_NumberOfPackets is 42.67

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

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

Does DL_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 1102.16

What is the average value of PRB_Utilization_UL?

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

Does 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 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 311.479

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 210.367

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 277.215

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

The period length of UL_NumberOfPackets is 64

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

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

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

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

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

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

The period length of PRB_Utilization_UL is 64


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

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

The link experienced periods of weakened downlink signal: RSRP fell by 27 dB to a minimum of -135 dB, with values ranging between -135.0 dB and -108.0 dB. The average RSRP was -114.4 dB. Uplink modulation and coding showed significant drops: UL_MCS reached lows near 0 (range 0 to 18) with a mean of 10.3, while DL_MCS also fell to about 0.12 (range 0.12 to 7) and averaged 5.2. DL BLER was highly variable with multiple large swings — values spanned 0.031 to 0.98 and the mean BLER was 0.63; the largest observed DL_BLER drop reached 0.9 down to 0.1. UL BLER trended downward between indices ~36–88 (≈5.2 s) at roughly 0.019 per second on average, though it spiked up to 0.17; UL_BLER ranged from 0.011 to 0.27 and averaged 0.11.

Uplink radio resource usage showed bursts: UL_NPRB spiked up to 55.6 (range 0.1 to 56) with a mean of 13.1. UL_SNR exhibited strong positive jumps, peaking at 35.8 dB (range 13.6 dB to 35.8 dB) and averaging 20.5 dB. Downlink PRB allocation and utilization also displayed pronounced spikes — PRBs_DL_Current reached 67.3 (range 0 to 67) with mean 16.4, and PRB_Utilization_DL peaked near 63.5% (range 0 to 64%) with mean utilization 15.5%. Uplink PRB utilization had a brief spike to ~26.2% (range 0 to 26%) and mean 1.7%; PRBs_UL_Current ranged from 0 to 28 with mean 1.8.

Throughput and buffering were bursty: TX_Bytes showed major uplink transmit bursts up to ~386,152 Bytes (range 0 to 390,000 Bytes) with a mean of 94,000.5 Bytes; RX_Bytes ranged from 0 to 9,800 Bytes and averaged 2,537.6 Bytes. Estimated_UL_Buffer varied between 0 and 570 Kilobytes with a mean of 135.8 KB. Packet counts mirrored this intermittency: UL packets ranged 0–130 (mean 42.9) and DL packets ranged 0–1000 (mean 169.5).

Protocol mix was dominated by TCP: downlink traffic was TCP for 79.69% of timestamps and uplink was TCP for 90.62%; UDP usage was negligible. Overall, the trace shows intermittent capacity/PRB bursts, fluctuating link quality (notably low RSRP and variable BLER), and TCP-dominated traffic with episodic uplink transmission surges.

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

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

The user was transitioning between zones.

Did the user experience jamming or normal signal quality?

Which condition applies, mobile or static?

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 42.945

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 169.453

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1364.477

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

The period length of DL_NumberOfPackets is 128

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 22067.856

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 20882.951

What is the average value of PRB_Utilization_UL?

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 210.536

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?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 15.491

Does RSRP 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.

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 20.347

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

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

The period length of PRBs_UL_Current is 128

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

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

The period length of PRB_Utilization_DL is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 236.559

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.

The variance of TX_Bytes is 8131938501.59

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?

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

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

The period length of PRBs_DL_Current is 128

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 135.788

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 22.861

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

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

The period length of Estimated_UL_Buffer is 128


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

RSRP weakened significantly early in the trace, falling to a minimum of -131.65 dB before recovering to a peak of -109.0 dB. The observed RSRP values span -131.7 dB to -109.0 dB. The mean RSRP is -114.4 dB.

Uplink MCS dropped to a low of 6 and otherwise reached up to 16; UL_MCS ranges from 6.0 to 16.0 with a mean of 14.3. Downlink MCS stayed tightly clustered between 6.0 and 7.0, with a mean of 6.7.

Downlink BLER showed large variability, reaching as high as 0.70 and as low as 0.007; DL_BLER values lie between 0.007 and 0.93, with a mean of 0.21. Uplink BLER ranged from 0.019 to 0.17, mean 0.087.

Uplink resource allocation and quality exhibited volatility: UL_NPRB swung between 4.6 and 50.8 PRBs (mean 21.3), and UL_SNR peaked at 44.5 dB after a sharp rise and otherwise ranged from 15.4 to 44.5 dB (mean 21.6 dB).

Traffic and buffer metrics were bursty. Transmitted bytes showed multiple large jumps and drops, hitting a minimum of 0 Bytes and a maximum of 450,000 Bytes; TX_Bytes span 0 to 450,000 Bytes with a mean of 311,664.2 Bytes. Received bytes varied from 0 to 23,000 Bytes, mean 6,864.4 Bytes. Estimated UL buffer values ranged from 0 to 1,600 Kilobytes with a mean of 382.9 Kilobytes.

Downlink PRB usage and utilization experienced abrupt changes, including drops to zero; PRBs_DL_Current ranged from 0 to 68 (mean 47.8) and PRB_Utilization_DL ranged from 0 to 65 percent (mean 45.1%). Uplink PRBs and utilization remained low: PRBs_UL_Current 0 to 10 (mean 1.8) and PRB_Utilization_UL 0 to 9.5 (mean 1.7).

Packet counts were bursty on the downlink, peaking at 1,895 packets after a large spike; DL_NumberOfPackets ranges from 0 to 1,895 with a mean of 224.5. UL_NumberOfPackets ranges from 0 to 190 with a mean of 74.0.

Finally, TCP dominated the observed protocols: DL traffic used TCP for 88.28% of timestamps, and UL traffic used TCP for 90.62% of timestamps (UDP was effectively absent).

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

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

What is the condition: jamming or normal operation?

Choose the condition: congestion or no congestion?

Can you classify the user as moving or still?

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 518.591

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

The period length of PRB_Utilization_UL is 12.8

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

What is the average value of PRBs_DL_Current?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.968

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 73.953

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

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

The variance of RX_Bytes is 15489997.348

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

The period length of DL_NumberOfPackets is 32

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

The period length of PRBs_UL_Current is 12.8

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.211

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.

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 PRBs_UL_Current?

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

The period length of PRB_Utilization_DL is 128

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 461.544

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

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

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

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

What is the average value of PRB_Utilization_UL?

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

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

The variance of TX_Bytes is 24722992209.151

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 224.508

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1497.447

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

What is the average value of PRB_Utilization_DL?

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 45801.181

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

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

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

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

The period length of PRBs_DL_Current is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 53633.689

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_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 382.894

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

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


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

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

Measured RSRP stayed consistently low, ranging between -121.0 dB and -115.0 dB, with an average of -117.6 dB. Uplink modulation (UL_MCS) showed a pronounced drop to 0 at one interval; overall UL_MCS ranged from 0 to 16 with a mean of 13.2. Downlink modulation (DL_MCS) increased early in the trace and otherwise remained moderate, spanning 2.0 to 7.0 with an average of 5.8.

Downlink BLER experienced multiple spikes (notably around two intervals reaching ~0.39 and ~0.51); DL_BLER ranged from 0.012 to 0.84 and averaged 0.20. Uplink BLER was lower and steadier, ranging from 0.024 to 0.17 with a mean of 0.093. Uplink SNR exhibited significant transient rises (peaks near 29.62 dB and 36.83 dB); UL_SNR ranged between 14.0 dB and 36.8 dB with a mean of 20.5 dB.

Uplink resource block allocation (UL_NPRB) was highly variable with several abrupt jumps—the largest reaching 70.2 PRBs; UL_NPRB ranged from 5.0 to 70.2 and averaged 18.3. Downlink PRBs in use (PRBs_DL_Current) also showed multiple large changes, dropping as low as 13.8 and peaking at 68.4, with a mean of 50.7. PRB utilization followed the same pattern: PRB_Utilization_DL ranged from 13.0% to 64.5% and averaged 47.8%, while PRB_Utilization_UL ranged from 0% to 29% and averaged 1.9%. PRBs allocated uplink (PRBs_UL_Current) briefly spiked to about 30.91; its overall range was 0 to 31 with a mean of 2.0.

Traffic volumes showed bursts and drops: transmitted bytes (TX_Bytes) varied between 90,845 Bytes and 445,114 Bytes with a mean of 287,983.5 Bytes, including a large transient dip. Received bytes (RX_Bytes) ranged from 47 Bytes to 19,961 Bytes and averaged 4,921.6 Bytes. The estimated uplink buffer oscillated considerably, ranging from 1.4 Kilobytes to 1,092.0 Kilobytes with a mean of 254.8 Kilobytes. Packet counts mirrored these dynamics: UL_NumberOfPackets ranged from 0 to 170 and averaged 58.5, while DL_NumberOfPackets had a large spike up to 1,310 and ranged from 0 to 1,310 with a mean of 153.7.

Protocol usage was dominated by TCP: DL_Protocol was TCP for 70.31% of samples (UDP negligible), and UL_Protocol was TCP for 99.22% of samples. Overall the trace shows generally weak radio signal strength, intermittent high BLER and resource allocation volatility, transient uplink SNR peaks, and episodic traffic bursts that drive large swings in PRB usage and buffer occupancy.

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?

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

The signal was clean with no jamming detected.

Choose the condition: congestion or no congestion?

Was the user stationary or in motion during this window?

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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 373.066

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

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

The period length of PRB_Utilization_DL is 64

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

The variance of TX_Bytes is 16288871545.258

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.

The mean of Estimated_UL_Buffer is 254.778

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 average value of PRBs_DL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 332.027

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

The period length of PRBs_UL_Current is 128

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

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

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

Does UL_MCS 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 1235.825

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 11.033

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 153.656

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

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

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

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

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

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

What is the average value of PRB_Utilization_UL?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 39349.644

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 64519.188

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.825

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

The period length of PRBs_DL_Current is 64

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 9.82

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 58.461

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

The period length of Estimated_UL_Buffer is 128

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

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

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

The period length of DL_NumberOfPackets is 2.25

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 64


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

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

Over the trace the downlink reference signal received power (RSRP) weakened, falling by 9.54 dB to a minimum of -122.0 dBm; across the session RSRP ranged between -122.0 dBm and -112.5 dBm. The RSRP mean was -119.2 dBm.

Uplink modulation and coding (UL_MCS) showed multiple abrupt changes, including a large fall of 16 to a floor of 0. UL_MCS values spanned 0 to 16 with a mean of 8.7. Downlink MCS was stable and low, ranging from 6.0 to 7.0 with a mean of 6.2.

Downlink block error rate (DL_BLER) experienced sharp excursions—peaking at 0.54 during one interval and later falling to 0.30. DL_BLER across the capture ranged from 0.016 to 0.83 and averaged 0.30. Uplink BLER was lower and more constrained, between 0.014 and 0.18 with a mean of 0.072.

Uplink resource allocation was volatile: UL_NPRB exhibited at least seven notable jumps, reaching a maximum of 64.8 and a minimum of 5.0; its mean was 23.5. Uplink SNR stayed healthy, ranging from 15.9 dB to 28.6 dB with a mean of 20.2 dB.

Traffic volumes fluctuated considerably. Uplink transmitted bytes (TX_Bytes) showed many large jumps and falls, with values between 92,829 Bytes and 445,114 Bytes and a mean of 296,670.4 Bytes. Downlink received bytes (RX_Bytes) were much smaller, ranging from 126 Bytes to 17,596 Bytes with a mean of 5,596.1 Bytes. The estimated uplink buffer varied widely between 2.7 Kilobytes and 4,487.3 Kilobytes, averaging 444.0 Kilobytes.

Downlink PRB usage and utilization showed large swings: PRBs_DL_Current moved between 13.8 and 68.1 with a mean of 49.0, and PRB_Utilization_DL ranged from 13.0% to 64.3% with a mean of 46.2%. Uplink PRBs and utilization were mostly low but sporadic: PRBs_UL_Current ranged from 0 to 46 with a mean of 5.9, and PRB_Utilization_UL ranged from 0% to 43% with a mean of 5.5%.

Packet counts reflected asymmetric traffic: UL_NumberOfPackets varied from 0 to 170 with a mean of 69.8, while DL_NumberOfPackets ranged from 0 to 810 with a mean of 218.6.

Protocol usage was overwhelmingly TCP: downlink traffic used TCP for 97.66% of timestamps and uplink for 99.22%; UDP usage was effectively zero.

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?

Identify the congestion status: normal or overloaded?

Select the mobility status: moving or stationary?

The period length of PRB_Utilization_UL is 64

What is the average value of PRB_Utilization_UL?

The period length of DL_NumberOfPackets is 128

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 443.996

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.

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

The variance of RX_Bytes is 10556202.076

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

What is the average value of PRBs_DL_Current?

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

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

The period length of Estimated_UL_Buffer is 18.29

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.

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

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

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

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

The period length of PRB_Utilization_DL is 128

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 69.773

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 294.685

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30705.345

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

What is the average value of PRBs_UL_Current?

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

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

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

The period length of PRBs_UL_Current is 64

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.203

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 218.594

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_UL_Current?

The variance of PRBs_UL_Current is 76.489

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 68.078

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 394069.409

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1654.397

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

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

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

The period length of UL_NumberOfPackets is 128

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 331.109

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.

The variance of TX_Bytes is 13762440381.47

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.