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

The radio link showed a gradual weakening in RSRP between indices ~22–76 (≈5.4 s), declining on average ~2.075 dB/s. RSRP values ranged from -120.2 dB to -105.0 dB. The mean RSRP was -112.8 dB.

Uplink modulation (UL_MCS) experienced two sharp collapses to 0 (around t≈65–90 and t≈98–124). UL_MCS values spanned 0 to 17 with a mean of 11.2. Downlink MCS remained stable and low, ranging from 6.0 to 7.0 with a mean of 6.3.

Downlink BLER exhibited brief spikes up to 0.64 (notably near t≈34–57 and t≈102–127). DL_BLER ranged between 0.0075 and 0.64 and averaged 0.21. Uplink BLER was lower overall, ranging from 0.018 to 0.2 with a mean of 0.087.

Uplink resource allocation (UL_NPRB and PRBs/PRB utilization) was highly variable with multiple abrupt changes. UL_NPRB varied between 6.0 and 71.3 resource blocks and averaged 24.2, with the largest observed jump to 71.3. PRBs_DL_Current ranged from 12.7 to 69.2 with a mean of 53.3; PRB_Utilization_DL ranged from 12.0% to 65.3% and averaged 50.3%. PRBs_UL_Current varied from 0.07 to 54.0 with a mean of 5.7, and PRB_Utilization_UL ranged from 0.066% to 51.0% with a mean of 5.4. These patterns indicate intermittent heavy DL resource use and sporadic bursts of UL allocation.

Uplink SNR showed a transient peak, rising to about 40.5 dB (spike near t≈45–47). UL_SNR values ranged from 16.2 dB to 40.5 dB and had a mean of 20.7 dB.

Traffic volumes fluctuated: TX_Bytes varied between 90,444 Bytes and 448,763 Bytes with a mean of 327,444 Bytes and several large jumps/drops (largest dip to ~96,030 Bytes). RX_Bytes ranged from 233 Bytes to 10,592 Bytes with a mean of 5,787.1 Bytes. Estimated_UL_Buffer spanned 12.3 KB to 1,481.4 KB with a mean of 366.3 KB, indicating intermittent uplink backlog.

Packet counts were skewed toward downlink: UL_NumberOfPackets ranged from 2 to 119 with a mean of 71, while DL_NumberOfPackets ranged from 1 to 743 with a mean of 223.3. Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 98.44% of timestamps and UL_Protocol was TCP for 100.00% of timestamps.

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

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

Zone localization is unclear due to mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Choose the condition: congestion or no congestion?

Which condition applies, mobile or static?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 307.308

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

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

The period length of PRB_Utilization_UL is 42.67

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.

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_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

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

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

The period length of Estimated_UL_Buffer is 5.57

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 345.292

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 74.109

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 71.008

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 366.329

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 811.63

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 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 PRB_Utilization_DL?

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

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

Does DL_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 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.

The variance of TX_Bytes is 14283615918.825

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

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

What is the average value of PRBs_UL_Current?

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 42.67

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 62647.844

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 223.305

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

What is the average value of PRB_Utilization_UL?

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 83.267

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 10888.954

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

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

The period length of UL_NumberOfPackets is 32

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


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

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

The radio link shows consistently weak RSRP with values between -118.0 dB and -107.0 dB. The average RSRP is -114.6 dB. Uplink modulation and coding (UL_MCS) varied widely, ranging from 0 to 15 with a mean of 13.4; it experienced a sharp fall to 0 around the 100–123s interval. Downlink MCS remained stable and low, between 6.0 and 7.0 with a mean of 6.5.

Downlink BLER exhibited transient spikes, peaking at 0.36 and 0.31 during two separate intervals; overall DL_BLER ranged from 0.0029 to 0.36 with a mean of 0.086. Uplink BLER stayed between 0.011 and 0.14 with a mean of 0.077.

Uplink SNR showed brief large increases, reaching highs of about 32.6 dB and 33.8 dB in two spikes; overall UL_SNR ranged from 16.7 dB to 33.8 dB with a mean of 21.1 dB. Resource allocation on uplink (UL_NPRB) jumped to a maximum near 46.35 and otherwise ranged from 5.5 to 46.4 with a mean of 18.7. Downlink PRB assignment (PRBs_DL_Current) was generally high but experienced multiple sharp drops, spanning 15.9 to 68.1 with a mean of 59.5. PRBs on uplink varied from 0.11 to 21 with a mean of 2.5.

PRB utilization mirrored these allocation patterns: DL utilization ranged from 15.0% to 64.3% with a mean of 56.1% and suffered several notable dips to low-mid teens; UL utilization ranged from 0.1% to 20% with a mean of 2.3%.

Traffic volumes were asymmetric. Uplink payload (TX_Bytes) showed at least four pronounced jumps and drops, with values between 96,030 Bytes and 445,194 Bytes and a mean of 382,769.6 Bytes; one large drop fell to ~108,769 Bytes. Downlink payload (RX_Bytes) was much smaller, ranging from 893 Bytes to 14,393 Bytes with a mean of 5,018 Bytes. The estimated uplink transmit buffer varied from 23.0 KB to 2,017.5 KB with a mean of 269.9 KB.

Packet counts reflect the same imbalance: UL number of packets ranged from 1.0 to 107.0 with a mean of 64.8, while DL packet counts ranged from 0 to 1,300 with a mean of 228.2. Transport protocols were dominated by TCP: DL traffic was TCP for 75% of samples and UL traffic was TCP for 100% of samples.

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

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

Was the network congested or operating normally?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 10.68

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.

The variance of PRBs_UL_Current is 11.998

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

The period length of UL_NumberOfPackets is 64

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

Does RSRP 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 35982.623

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

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

What is the average value of PRB_Utilization_UL?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 56.149

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

What is the average value of UL_NumberOfPackets?

The variance of TX_Bytes is 6844376194.734

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

What is the average value of PRBs_UL_Current?

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

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

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

The period length of PRB_Utilization_DL is 25.6

What is the average value of PRBs_DL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 228.195

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

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

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

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

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

The period length of Estimated_UL_Buffer is 42.67

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

The period length of PRBs_DL_Current is 25.6

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

The period length of PRB_Utilization_UL is 42.67

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 149.941

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.

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

The period length of PRBs_UL_Current is 42.67

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 70048.521

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 269.879

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

The period length of DL_NumberOfPackets is 2.51

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 133.447

Does DL_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 497.818

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.


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

The radio link shows consistently weak RSRP with values between -124.7 dB and -113.0 dB; the average RSRP is -118.9 dB. Uplink modulation (UL_MCS) is highly variable, spanning 0.8 to 19 and averaging 11.6, with at least three large transitions—most notably a rise of 9.0 to 19 around the mid-session. Downlink MCS is lower and more constrained, ranging from 0.6 to 7 with a mean of 6.0, and it includes sharp drops (examples near the 64–86 index range).

Downlink BLER fluctuates between 0.032 and 0.62 and averages 0.26; it shows a sustained downward trend over indices ~15–66 (about 5.1 s) at roughly −0.094 per second, yet also exhibits several spikes including a peak to 0.6. Uplink BLER is lower overall, ranging from 0.025 to 0.19 with a mean of 0.096.

Uplink resource use (UL_NPRB) is highly bursty, from 0.5 to 98 PRBs with a mean of 23.9 and multiple abrupt changes—the largest jump reached ~98.2. UL SNR varies between 11.0 dB and 40.3 dB with a mean of 20.6 dB and includes rapid increases (one jump to 40.3 dB). Downlink PRB allocation (PRBs_DL_Current) and DL PRB utilization both span 0 to ~110 with means of 51.3 and 48.4 respectively, and show several steep drops to zero (largest drop into the mid-session). UL PRBs and UL PRB utilization remain low, ranging 0–16 (mean 2.0) and 0–15 (mean 1.8).

Traffic counters are bursty: TX_Bytes range from 0 to 440,000 Bytes with a mean ~288,299 Bytes and several large swings including drops to zero; RX_Bytes range from 0 to 29,000 Bytes with a mean of 6,483 Bytes. The estimated uplink buffer spans 5.3 KB to 2,806 KB (mean 976.9 KB), indicating intermittent uplink queue buildup. Packet counts show uplink packets between 0 and 160 (mean 50.2) and downlink packets between 0 and 1,300 (mean 191.9).

From a protocol perspective, TCP dominates: DL traffic used TCP for 78.91% of timestamps (UDP 1.56%), and UL traffic used TCP for 82.03% (UDP effectively 0%). Overall, the trace reflects weak downlink signal strength, bursty resource allocation and throughput, occasional large MCS and PRB swings, and intermittent uplink buffering that could impact uplink latency and scheduling.

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

This segment matches file download traffic.

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

Choose the condition: jamming present or not?

This trace shows normal throughput conditions.

Which condition applies, mobile or static?

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

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

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

The period length of DL_NumberOfPackets is 42.67

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

What is the average value of PRBs_DL_Current?

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

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

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

What is the average value of PRB_Utilization_UL?

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 191.914

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

The period length of PRB_Utilization_UL is 64

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

The period length of Estimated_UL_Buffer is 128

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.401

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.

The variance of RX_Bytes is 22275493.323

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 438.35

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 53506.378

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 249435.743

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1706.668

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 PRBs_UL_Current?

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

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

The period length of PRB_Utilization_DL is 18.29

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

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

Describe the average trend of 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 976.851

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 390.129

The variance of TX_Bytes is 15647158043.74

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

The period length of PRBs_UL_Current is 64

What is the variance of PRBs_UL_Current?

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 3.578

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 18.29

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

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

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

What is the average value of UL_NumberOfPackets?

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


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

RSRP weakened notably over a sustained interval, declining between indices ~13 and ~84 (about 7.1 s) at an average rate of ~1.714 dB/s. RSRP values ranged from -119.0 dB to -105.0 dB. The mean RSRP was -113.3 dB.

Uplink modulation (UL_MCS) fell sharply to 0 between t≈116–127, with UL_MCS values spanning 0 to 17 and a mean of 14.0. Downlink modulation (DL_MCS) stayed narrow, between 6.0 and 7.0 with a mean of 6.2.

Downlink BLER experienced multiple large excursions, including a pronounced spike reaching 0.9 around t≈38–61. DL_BLER ranged from 0.04 to 0.88 and averaged 0.25. Uplink BLER was lower and more stable, ranging 0.044 to 0.17 with a mean of 0.092.

Uplink resource allocation (UL_NPRB) surged early, peaking near 38.66 at t≈5 after a ~23.4 increase; UL_NPRB values covered 5.0 to 41.5 with a mean of 16.2. UL SNR also showed a brief strong increase around t≈62–64, reaching about 38.48 dB; UL_SNR ranged from 12.1 dB to 38.5 dB and averaged 20.5 dB.

Transmit Bytes (TX_Bytes) were highly variable with multiple large jumps and drops; the series ranged from 92,829 Bytes to 440,168 Bytes and had a mean of 311,388.5 Bytes. Receive Bytes (RX_Bytes) were much smaller, ranging 249 Bytes to 17,471 Bytes with a mean of 4,579.8 Bytes. The Estimated UL Buffer varied between 2.4 Kilobytes and 1,388.2 Kilobytes and averaged 234.0 Kilobytes.

Downlink PRB use (PRBs_DL_Current) and DL PRB utilization showed several pronounced swings, including a substantial dip to the mid-teens around t≈9–17; PRBs_DL_Current ranged 13.8 to 68.4 with a mean of 50.7, while PRB_Utilization_DL ranged 13.0% to 64.5% with a mean of 47.9%. Uplink PRBs and UL PRB utilization spiked later (around t≈119–123) to ~22; PRBs_UL_Current ranged 0.05 to 22 with a mean of 1.6, and PRB_Utilization_UL ranged 0.047% to 21% with a mean of 1.5%.

Packet counts varied by direction: UL_NumberOfPackets ranged from 1 to 142 with a mean of 54.4, whereas DL_NumberOfPackets surged early (to ~1,222 around t≈9) and overall ranged 0 to ~1,200 with a mean of 212.2. Protocol usage was overwhelmingly TCP: DL traffic was TCP for ~83.6% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps.

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

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

The user changed zones during the session.

Is this a congested or uncongested session?

Identify the user state: still or in motion?

The variance of TX_Bytes is 14049671081.008

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

The period length of PRB_Utilization_DL is 128

Does UL_NPRB 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 28966.393

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

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

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

The period length of PRBs_DL_Current is 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 6.093

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 611.884

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 5.423

Does DL_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.

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

The period length of Estimated_UL_Buffer is 128

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

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

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

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

What is the average value of PRBs_UL_Current?

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.858

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

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

What is the average value of PRB_Utilization_UL?

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 364.536

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 53708.593

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 233.982

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 54.422

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

The period length of DL_NumberOfPackets is 2.61

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

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

The period length of UL_NumberOfPackets is 64

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 212.211

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

The period length of PRB_Utilization_UL is 128

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 324.435


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

Overall signal and throughput show mixed behavior with intermittent capacity bursts and drops. RSRP averaged -113.5 dB, ranging from -130.7 dB (minimum) to -101.0 dB (maximum); it climbed steadily over a ~6 s window (indices 27–87) at about +1.485 dB/s but also experienced a pronounced drop to -130.69 dB around indices 94–110. UL_SNR averaged 21.1 dB and spanned 15.7 dB (min) to 33.8 dB (max); notable uplink SNR spikes reached ~33.8 dB and ~31.8 dB at two separate intervals.

Uplink and downlink modulation and error performance varied: UL_MCS averaged 11.3, ranging from 0 to 18, with multiple abrupt jumps and a major fall to 0 observed mid-trace. DL_MCS averaged 6.5 and ranged from 1.9 to 7.0, with a drop to ~1.86 in one interval. DL_BLER averaged 0.096, ranging between 0.013 and 0.38, and showed two spikes up to ~0.31 and ~0.38. UL_BLER averaged 0.091, ranging from 0.011 to 0.23, with a single spike to ~0.23.

Resource allocation and utilization indicate heavy downlink provisioning and sparse uplink use. PRBs_DL_Current averaged 51.8 (range 0–68) and PRB_Utilization_DL averaged 48.9% (range 0–64%), both showing multiple large jumps (peak PRB assignment ~66 PRBs and utilization ~62%). PRBs_UL_Current averaged 2.7 (range 0–21) and PRB_Utilization_UL averaged 2.5% (range 0–20%), reflecting low uplink resource use. UL_NPRB averaged 19.1, ranging 1.6 to 46.4, with a pronounced spike to ~46.35.

Traffic and buffer metrics were bursty. TX_Bytes averaged 331,951.3 Bytes, ranging from 0 Bytes to 450,000 Bytes, with several large jumps and a major drop to 0 Bytes late in the trace. RX_Bytes averaged 4,829.4 Bytes, ranging 0 Bytes to 14,000 Bytes. Estimated_UL_Buffer averaged 271.3 KB, ranging 0 KB to 2,000 KB. DL_NumberOfPackets averaged 237.8, ranging 0 to 1,292 packets, with a large jump to 1,292 packets toward the end. UL_NumberOfPackets averaged 63.3, ranging 2 to 136 packets.

Protocol mix was dominated by TCP: downlink was TCP for 77.34% of timestamps (no UDP observed), and uplink was TCP for 100% of timestamps.

Implications: link quality shows episodic improvements (RSRP/UL_SNR spikes) enabling high UL MCS and PRB allocations, but intermittent deep RSRP dips and BLER spikes likely caused throughput drops and the observed abrupt TX_Bytes and MCS collapses.

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

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

Did the user experience jamming or normal signal quality?

Select the mobility status: moving or stationary?

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

The period length of Estimated_UL_Buffer is 42.67

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 271.309

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 589.346

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_UL_Current?

The variance of PRBs_UL_Current is 12.659

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

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

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.

What is the average value of PRBs_UL_Current?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 237.82

What is the average value of PRB_Utilization_UL?

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 11.268

Does DL_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 400.663

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

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

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

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

The period length of PRB_Utilization_UL is 64

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

The period length of DL_NumberOfPackets is 2.51

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 83772.889

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

The period length of UL_NumberOfPackets is 42.67

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

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

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

The period length of PRBs_DL_Current is 42.67

Does 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.

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

The period length of PRBs_UL_Current is 64

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

The period length of PRB_Utilization_DL is 42.67

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.862

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 450.186

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 63.266

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 45024.286

What is the average value of PRBs_DL_Current?

The variance of TX_Bytes is 19033464254.078

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

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

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

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

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

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

RSRP stayed consistently weak, varying between -121.0 dB and -115.0 dB with an average of -117.8 dB. Uplink modulation (UL_MCS) was moderate, ranging from 13.0 to 16.0 with a mean of 15.0, while downlink modulation (DL_MCS) was lower, between 5.0 and 7.0 with a mean of 6.1.

Downlink BLER showed multiple sharp transitions, including a major jump reaching 0.67; overall DL_BLER ranged from 0.011 to 0.67 with a mean of 0.17. Uplink BLER remained lower and tighter, between 0.037 and 0.15 with a mean of 0.084.

UL resource usage experienced large bursts: UL_NPRB moved between 5.0 and 57.8 with a mean of 15.8, and UL_SNR rose as high as 35.07 dB (range 16.6 to 35.1 dB) with an average of 21.0 dB, showing significant SNR spikes during the trace.

Transmit bytes exhibited substantial volatility, including multiple sharp drops; TX_Bytes spanned 81,693 Bytes to 447,386 Bytes with a mean of 325,231.6 Bytes. Received bytes were much smaller, ranging from 209 Bytes to 11,276 Bytes with a mean of 4,301.1 Bytes. The estimated uplink buffer varied widely between 5.4 Kilobytes and 532.0 Kilobytes with a mean of 205.3 Kilobytes, indicating intermittent uplink queuing.

Downlink radio resource allocation also fluctuated heavily: PRBs_DL_Current ranged from 13.8 to 67.3 with a mean of 53.2 and PRB_Utilization_DL ranged from 13.0% to 63.5% with a mean of 50.2%. Uplink PRBs and utilization stayed very low, with PRBs_UL_Current between 0 and 3.8 (mean 1.2) and PRB_Utilization_UL between 0 and 3.6 (mean 1.1).

Packet counts showed sparse uplink activity and heavier downlink traffic: UL_NumberOfPackets ranged from 0 to 160 with a mean of 59.2 packets, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 234.2 packets. Finally, the traffic was overwhelmingly TCP: DL_Protocol was TCP for 89.84% of timestamps, and UL_Protocol was TCP for 87.50% of timestamps.

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

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

Zone localization is unclear due to mobility.

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

Which condition applies, mobile or static?

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1188.779

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 21722.595

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

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

The period length of PRB_Utilization_UL is 2.67

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

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

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

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

The variance of TX_Bytes is 13317308237.539

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.437

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.234

Does UL_NPRB 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 265.094

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

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

The period length of PRBs_UL_Current is 2.67

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 234.164

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_DL?

The mean of PRB_Utilization_DL is 50.167

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 205.299

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 297.86

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 average value of PRBs_DL_Current?

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

What is the average value of PRBs_UL_Current?

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

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

The period length of Estimated_UL_Buffer is 128

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 9271.355

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

The period length of PRB_Utilization_DL is 32

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.491

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

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

Describe the average trend of 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 PRB_Utilization_UL?

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

The period length of PRBs_DL_Current is 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.

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


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

Overall the trace shows intermittent radio quality degradations and bursts of traffic with corresponding resource allocation variability. RSRP briefly improved by 7.52 dB to a peak of -113.48 dB around the mid window; across the capture RSRP ranged between -121.0 dB and -113.5 dB. The average RSRP was -118.3 dB. Uplink modulation and coding fell sharply at one point: UL_MCS dropped to 0 (a decline of 16) with values spanning 0 to 18 and a mean of 12.5. Downlink MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.2.

Downlink BLER exhibited several pronounced rises and falls, the largest increase reaching 0.40; DL_BLER overall ranged from 0.036 to 0.56 and averaged 0.17. Uplink BLER peaked at 0.19 after a spike and ranged from 0.016 to 0.19, with a mean of 0.083. Uplink SNR showed an early decline of 18.53 dB to a low of 19.95 dB; UL_SNR across the period was between 14.9 dB and 38.5 dB with a mean of 20.6 dB.

Uplink resource usage was variable: UL_NPRB ranged from 5.0 to 41.5 with a mean of 17.7. Measured PRBs for downlink (PRBs_DL_Current) experienced multiple jumps, reaching as high as 67.3 and as low as 15.9; the mean PRBs_DL_Current was 56.9. PRBs on the uplink were mostly low but showed brief spikes to 22.29 and 30.9; PRBs_UL_Current ranged between 0.05 and 31 with a mean of 2.6. Downlink PRB utilization mirrored the PRB counts, varying from 15.0% to 63.5% and averaging 53.7%. Uplink PRB utilization had short spikes to ~21 and ~29, overall ranging from 0.047% to 29% with a mean of 2.4%.

Traffic volumes were bursty: TX_Bytes showed multiple large jumps and drops, with values between 92,829 Bytes and 445,114 Bytes and a mean of 348,054.1 Bytes. RX_Bytes remained much lower, ranging from 304 Bytes to 16,568 Bytes with a mean of 4,756 Bytes. The estimated uplink buffer varied widely between 2.4 Kilobytes and 1,388.2 Kilobytes and averaged 244.4 Kilobytes. Packet counts reflected the bursts—UL_NumberOfPackets ranged from 1 to 144 with a mean of 59.2, while DL_NumberOfPackets spiked to 1,352 and overall ranged from 0 to 1,352 with a mean of 211.5.

From a protocol perspective the downlink was primarily TCP (82.03% of timestamps) while the uplink was exclusively TCP (100.00%).

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

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

What is the condition: jamming or normal operation?

Can you classify the user as moving or still?

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.

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

What is the average value of PRB_Utilization_DL?

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 63462.157

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 154.828

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 17.751

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 137.796

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_NPRB 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 211.484

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

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

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.

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 19.944

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

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

The period length of DL_NumberOfPackets is 2.84

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

What is the average value of PRB_Utilization_UL?

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

The period length of UL_NumberOfPackets is 64

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.219

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?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 622.786

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

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

What is the average value of PRBs_UL_Current?

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

The period length of PRB_Utilization_DL is 21.33

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

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

The period length of PRBs_DL_Current is 21.33

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 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.

The variance of TX_Bytes is 6511476317.382

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 25003.347

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 244.416

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.


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

RSRP remained low and stable, ranging between -120.0 dB and -113.3 dB. The average RSRP was -117.4 dB. Uplink MCS values varied from 12.0 to 18.0 with a mean of 14.8, while downlink MCS stayed lower, between 6.0 and 7.0 with a mean of 6.4. Downlink BLER exhibited an overall downward trajectory but experienced a notable spike up to 0.34 (range 0.0052 to 0.34); the mean DL_BLER was 0.096. Uplink BLER ranged from 0.039 to 0.19 and averaged 0.099.

UL_NPRB showed a large transient increase, peaking at 51.64 after a jump (range 5.0 to 51.6) with a mean of 19.8. UL_SNR was healthy, spanning 15.0 dB to 24.7 dB with an average of 20.5 dB. The estimated uplink buffer varied from 0 to 1100 Kilobytes and averaged 344.3 Kilobytes.

Traffic volumes on the uplink (TX_Bytes) were bursty with multiple sharp jumps and drops; values ranged from 88,460 Bytes to 448,763 Bytes and the mean was 370,107.4 Bytes. Downlink throughput (RX_Bytes) was much smaller, between 209 Bytes and 17,803 Bytes with a mean of 6,773.8 Bytes. Uplink packet counts ranged from 0 to 170 packets with a mean of 74.9, while downlink packet counts showed large spikes (up to ~1,603 and ~1,364) and overall ranged from 0 to 1,603 packets with a mean of 254.5.

Downlink PRB allocation (PRBs_DL_Current) was volatile with several pronounced drops—the largest dip reached a low of 15.9 PRBs; overall it ranged from 15.9 to 67.3 PRBs and averaged 59.1. Corresponding DL PRB utilization mirrored that behavior, ranging from 15.0% to 63.5% with a mean of 55.7%. Uplink PRBs and their utilization remained low: PRBs_UL_Current ranged 0.05 to 7.9 (mean 1.8), and PRB_Utilization_UL ranged 0.047% to 7.4% (mean 1.7%).

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 85.94% of timestamps and UL traffic for 99.22%; UDP usage was effectively nil.

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

This is a segment from a file download session.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Choose the condition: jamming present or not?

This trace shows normal throughput conditions.

Can you classify the user as moving or still?

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 74.883

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

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

The period length of Estimated_UL_Buffer is 25.6

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 155.647

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.201

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 254.492

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

The period length of PRBs_UL_Current is 25.6

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

The variance of TX_Bytes is 6804158199.039

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

The period length of PRB_Utilization_DL is 21.33

What is the average value of PRB_Utilization_UL?

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 75576.74

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_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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.747

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 344.297

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

The period length of PRBs_DL_Current is 21.33

The variance of RX_Bytes is 10452043.114

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1363.191

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

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

The period length of DL_NumberOfPackets is 32

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

What is the average value of PRBs_UL_Current?

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

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

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

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

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

The period length of PRB_Utilization_UL is 25.6

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 138.525

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

The period length of UL_NumberOfPackets is 32

What is the variance of PRBs_UL_Current?

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

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

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 34038.633

What is the average value of PRBs_DL_Current?


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

The trace shows a relatively weak but briefly improved downlink signal: RSRP averaged −117.3 dB and varied between −121.0 dB and −111.0 dB, with a notable rise of about 9.95 dB reaching −111.05 dB around the middle of the capture. Uplink radio conditions and scheduling were more dynamic: UL_SNR averaged 21.0 dB and ranged from 14.9 dB to 38.4 dB, including a sharp increase of ~20.96 dB to ~38.45 dB during a short interval. UL_MCS reached the top coding state (18) and averaged 13.0 with values spanning 0 to 18, while DL_MCS stayed low and stable, averaging 6.1 with values between 6.0 and 7.0.

Error performance varied: DL_BLER averaged 0.30 and ranged from 0.036 to 0.86, exhibiting several large fluctuations including a jump up to 0.9. UL_BLER averaged 0.083 and ranged from 0.016 to 0.19, with a brief spike to 0.19. Resource allocation showed bursts of uplink activity: UL_NPRB averaged 16.2 and spanned 5.0 to 78.9 PRBs, with two pronounced spikes nearing 48 and 79 PRBs. Downlink PRB usage was higher overall—PRBs_DL_Current averaged 48.9 and varied between 14.8 and 67.3, with rapid increases to the top of that range. Correspondingly, PRB_Utilization_DL averaged 46.2% and ranged from 14.0% to 63.5%, while PRB_Utilization_UL was minimal, averaging 1.9% and ranging from 0% to 29%, including a drop to about 0.99%.

Throughput and buffering show asymmetric load: TX_Bytes averaged 292,982 Bytes and ranged from 90,444 to 445,114 Bytes, with several sharp jumps and the largest dip down to ~99,231 Bytes. RX_Bytes averaged 4,146.9 Bytes and ranged from 220 to 16,568 Bytes. Estimated_UL_Buffer averaged 200.2 KB and ranged from 1.8 KB to 776.1 KB, indicating intermittent uplink queuing. Packet counts reflect the same: UL_NumberOfPackets averaged 54 and ranged 1 to 144 packets, while DL_NumberOfPackets averaged 214.3 and ranged from 0 up to 1,352 packets, including a large spike to 1,352.

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 89.06% of timestamps and UL traffic used TCP for 100% of timestamps (UDP absent). Overall, the session exhibits modest downlink radio quality with higher and bursty uplink SNR and PRB allocation, intermittent BLER excursions on downlink, asymmetric byte volumes favoring uplink TX, and transient uplink buffering.

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.

Choose the condition: jamming present or not?

Identify the congestion status: normal or overloaded?

Which condition applies, mobile or static?

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 370.261

What is the average value of PRB_Utilization_UL?

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

The period length of UL_NumberOfPackets is 128

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

The variance of Estimated_UL_Buffer is 14589.551

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_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 64

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

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

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

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

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

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

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

The period length of PRB_Utilization_DL is 64

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

The period length of DL_NumberOfPackets is 2.42

Does DL_MCS 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 13.877

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

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.158

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 15.592

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

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

The variance of TX_Bytes is 13672611981.709

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 200.192

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

The period length of PRBs_UL_Current is 128

What is the average value of PRBs_DL_Current?

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 54.008

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 214.312

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 728.764

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 329.53

What is the average value of PRBs_UL_Current?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 52866.673


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

The trace shows several performance dynamics relevant for radio and transport planning. RSRP weakened notably between indices ~50–103 (about 5.3 s) with an average decline of 1.538 dB/s; RSRP values span -121.5 dB to -108.0 dB. The mean RSRP is -112.8 dB. Uplink modulation (UL_MCS) rose early in the capture, climbing to a peak of 17 (range 9.0 to 17.0) with a mean of 14.5, while downlink MCS stayed low and stable between 6.0 and 7.0 (mean 6.3). Downlink BLER showed multiple abrupt changes, including a large jump reaching 0.7; DL_BLER ranges from 0.0037 to 0.92 and averages 0.33. Uplink BLER is lower overall, ranging 0.023 to 0.18 with a mean of 0.088.

Resource allocation on uplink was bursty: UL_NPRB exhibited several spikes (largest to 59.9), with values between 5.0 and 59.9 and a mean of 16.3. UL SNR experienced a sharp spike up to ~41.12 dB (range 11.9 to 41.1 dB) and a mean of 20.7 dB. Downlink PRB usage and utilization jumped repeatedly (largest DL PRB spike to 67.3), with PRBs_DL_Current spanning 0 to 67 and averaging 44.6 PRBs; PRB_Utilization_DL spans 0 to 64% with a mean of 42.1%. Uplink PRBs and utilization remain minimal (PRBs_UL_Current 0 to 3.6, mean 1.3; PRB_Utilization_UL 0 to 3.4%, mean 1.2%).

Traffic volumes are uneven: TX_Bytes experienced multiple large spikes (peak ~445,114 Bytes), with TX_Bytes ranging from 0 to 445,114 Bytes and a mean of 278,795.4 Bytes. RX_Bytes range from 209 Bytes to 10,828 Bytes with a mean of 4,251.4 Bytes. Estimated uplink buffer occupancy varies between 0 and 570 Kilobytes and averages 208.1 KB. Packet counts follow the same asymmetry: UL_NumberOfPackets from 0 to 150 (mean 58.8) and DL_NumberOfPackets from 0 to 860 (mean 187.2). Finally, transport is almost exclusively TCP on both directions (TCP at 99.22% of samples).

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

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

Zone localization is unclear due to mobility.

What is the condition: jamming or normal operation?

There was no congestion-related degradation.

Was the user stationary or in motion during this window?

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 mean of DL_NumberOfPackets is 187.188

Does PRBs_UL_Current 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 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

The variance of TX_Bytes is 22371652366.754

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 DL_NumberOfPackets is 19624.547

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.686

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.771

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

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

What is the average value of PRBs_DL_Current?

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 977.952

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_UL_Current?

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 58.781

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 533.81

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 42.104

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16267.135

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 475.088

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

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

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

The period length of PRBs_DL_Current is 42.67

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 208.077

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.

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

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

Does 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 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 None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP

RSRP improves steadily between indices 13 and 103 (about 9 s) at an average rate of +1.348 dB/s. Overall RSRP ranges from -116.0 dB to -104.0 dB. The mean RSRP is -109.8 dB.

Uplink modulation (UL_MCS) varied between 15.0 and 18.0 with a mean of 15.9. Downlink modulation (DL_MCS) stayed between 6.0 and 7.0 with a mean of 6.9. Downlink BLER ranged from 0.00089 to 0.11 and averaged 0.012. Uplink BLER ranged from 0.035 to 0.16 and averaged 0.093.

UL resource blocks (UL_NPRB) exhibited sharp bursts: a spike to 45.08 around t≈74–82 and another to 45.88 around t≈112–117. UL_NPRB overall spans 8.0 to 45.9 and has a mean of 21.1. UL SNR ranges from 15.8 dB to 28.7 dB and the mean is 21.0 dB.

TX_Bytes dropped sharply by 169,583 Bytes to a minimum of 272,810 Bytes around t≈87–89. Across the trace TX_Bytes range is 272,810 Bytes to 445,114 Bytes and the mean is 432,135.2 Bytes. RX_Bytes vary from 3,942 Bytes to 12,714 Bytes with a mean of 7,339.5 Bytes.

Estimated UL buffer size lies between 965.9 KB and 1,686.5 KB and averages 1,228.0 KB. Downlink PRBs in use (PRBs_DL_Current) range from 39.8 to 69.4 with a mean of 64.9; uplink PRBs (PRBs_UL_Current) range from 0.05 to 4.7 with a mean of 1.8. DL PRB utilization spans 37.5% to 65.5% and averages 61.3%; UL PRB utilization spans 0.047% to 4.4% and averages 1.7%.

Uplink packet counts vary from 7 to 135 packets with a mean of 88.3, while downlink packet counts range from 0 to 980 (approx.) with a mean of 286.0. Transport-layer usage was dominated by TCP: DL used TCP for 96.09% of timestamps and UL used TCP for 100.00%; UDP was effectively absent.

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

This is a segment from a file download session.

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

The user was transitioning between zones.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Is this a congested or uncongested session?

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

The period length of DL_NumberOfPackets is 2.61

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 88.297

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 19637.317

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

What is the average value of PRB_Utilization_UL?

Does DL_BLER 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 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 3.66

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

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

Describe the average trend of 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1228.021

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

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

Describe the average trend of 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_MCS 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 61.272

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

What is the average value of PRBs_UL_Current?

Does 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 5.57

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

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

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

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

What is the average value of PRBs_DL_Current?

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 7.531

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.664

The variance of TX_Bytes is 423937534.338

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 5.57

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 3.66

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 33338.612

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.

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

The period length of UL_NumberOfPackets is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 468.588

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 12.8

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.746

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

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 8.461

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 286.047