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

RSRP stayed consistently low, ranging between -121.0 dB and -106.0 dB. The mean RSRP was -116.5 dB.

Uplink modulation and link quality were variable: UL_MCS spanned 0 to 17 with a mean of 9.7 and showed at least three large transitions, including a major drop from 17 to 0. UL_SNR varied from 16.2 dB up to 40.5 dB, mean 20.7 dB, with a sharp spike to ~40.5 dB. UL_BLER ranged from 0.018 to 0.2 with a mean of 0.088.

Downlink radio metrics were more stable but with intermittent errors: DL_MCS was tightly clustered between 6.0 and 7.0 with a mean of 6.2. DL_BLER ranged from 0.0075 to 0.64 with a mean of 0.26 and experienced several abrupt spikes, including a rise to ~0.64.

Resource allocation and utilization showed multiple abrupt shifts. UL_NPRB ranged from 5.1 to 71.3 with a mean of 24.1 and exhibited at least four large swings (largest drop to ~5.4). PRBs_DL_Current varied between 13.8 and 68.4, mean 49.2, and PRB_Utilization_DL ranged from 13.0% to 64.5% with a mean of 46.4%, both with several significant jumps. On the uplink, PRBs_UL_Current spanned 0 to 54 (mean 6.8) and PRB_Utilization_UL spanned 0% to 51% (mean 6.4%), each showing multiple large transitions.

Traffic and buffer behavior indicate heavy uplink activity and intermittent bursts. TX_Bytes ranged from 90,444 Bytes to 445,194 Bytes with a mean of 295,756.5 Bytes and underwent at least five major jumps/dips, including a large drop; RX_Bytes ranged from 233 Bytes to 10,592 Bytes with a mean of 5,356 Bytes. Estimated_UL_Buffer varied between 5.3 KB and 1,481.4 KB with a mean of 346.7 KB, reflecting occasional buffer buildup. UL_NumberOfPackets ranged 1.0–119.0 (mean 70.0) while DL_NumberOfPackets ranged 0–940 (mean 221.0).

Protocol usage was predominantly TCP: DL traffic was TCP for 92.19% of timestamps and UL traffic was TCP for 100.00% of timestamps.

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

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

Zone localization is unclear due to mobility.

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

The signal was clean with no jamming detected.

Select the mobility status: moving or stationary?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 70013.349

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 327.889

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

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

The period length of PRB_Utilization_DL is 64

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

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

The period length of DL_NumberOfPackets is 64

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 46.429

What is the average value of PRB_Utilization_UL?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 90.66

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 70.047

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

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

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

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

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

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

The period length of UL_NumberOfPackets is 64

What is the average value of PRBs_DL_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 variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 368.417

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

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

The variance of TX_Bytes is 14418026389.575

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 221.039

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

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

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 24734.054

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

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

What is the average value of PRBs_UL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 346.686

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

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

Describe the average trend of 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 101.863

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

The period length of PRBs_DL_Current is 64

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 823.73


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

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

Overall the link shows moderate downlink signal strength with variable uplink conditions and intermittent capacity and error events. RSRP ranged between -119.0 dB and -101.0 dB. The average RSRP was -109.3 dB. Uplink modulation and coding was relatively high, with UL_MCS between 13.0 and 17.0 and a mean of 14.9. Downlink MCS stayed low, between 6.0 and 7.0 with a mean of 6.7.

DL_BLER exhibited two notable spikes, rising to about 0.35 and later to about 0.56; overall DL_BLER ranged from 0.0003 to 0.56 and averaged 0.076. UL_BLER was steadier, ranging from 0.043 to 0.16 with a mean of 0.081. Uplink SNR showed a pronounced spike up to 34.01 dB; UL_SNR ranged from 16.5 dB to 34.0 dB and averaged 20.7 dB.

Uplink resource usage was bursty: UL_NPRB varied between 5.5 and 68.8 with a mean of 19.1, including a sharp jump to ~68.8. Downlink PRB allocation and utilization dropped sharply during two intervals—PRBs_DL_Current ranged from 12.7 to 67.6 and averaged 58.5, and PRB_Utilization_DL ranged from 12.0% to 63.8% with a mean of 55.2%. Uplink PRBs and utilization remained minimal: PRBs_UL_Current ranged 0 to 4.6 (mean 1.6) and PRB_Utilization_UL ranged 0 to 4.4 (mean 1.5).

Traffic volumes were asymmetric and fluctuating. TX_Bytes (uplink bytes) moved between 89,881 Bytes and 445,194 Bytes with a mean of 386,529 Bytes and experienced sharp drops in two periods. RX_Bytes (downlink bytes) ranged from 242 Bytes to 8,544 Bytes and averaged 5,477.1 Bytes. The Estimated_UL_Buffer varied from 6.5 KB to 579.5 KB with a mean of 274.0 KB, indicating transient uplink queuing. Packet counts reflected the same asymmetry: UL_NumberOfPackets ranged 3 to 115 (mean 73.6) and DL_NumberOfPackets ranged 6 to 593 (mean 288.8).

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 92.97% of samples and UL_Protocol was TCP for 100% of samples.

Implication: the radio link experiences decent uplink SNR and MCS capacity at times but shows intermittent DL BLER spikes and significant variation in PRB allocation and uplink buffering, which can cause throughput instability and retransmissions on the downlink.

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

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

What is the condition: jamming or normal operation?

This trace shows normal throughput conditions.

From static or mobile, which best describes the user?

The user was mobile during this session.

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

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

The period length of DL_NumberOfPackets is 64

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.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 73.648

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 288.844

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

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

The period length of PRB_Utilization_DL is 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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 6691.094

The variance of TX_Bytes is 9783706546.7

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

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 768.482

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.198

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 8101.818

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.529

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 273.981

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.47

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

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

The period length of PRBs_UL_Current is 2.13

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

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

The period length of Estimated_UL_Buffer is 64

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

What is the average value of PRB_Utilization_UL?

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 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.

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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 184.875

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

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

What is the average value of 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 2.13

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 207.726

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

What is the average value of PRBs_DL_Current?


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

The radio link exhibited notable uplink volatility with RSRP improving briefly—peaking around -111.8 dB—while the RSRP values overall ranged between -120.0 dB and -111.8 dB. The average RSRP was -117.6 dB. Uplink MCS experienced several large swings (maximum observed value 19, minimum 0) with a mean of 10.3, whereas downlink MCS stayed tightly clustered between 6.0 and 7.0 with a mean of 6.4. Uplink SNR showed sharp increases (peaks near 45.3 dB and 31.7 dB) and overall spanned 15.9 dB to 45.3 dB; its mean was 20.9 dB.

BLER behavior differed by direction: DL_BLER had large transient spikes (peaking near 0.67) and a sustained downward trend over part of the trace; DL_BLER ranged from 0.032 to 0.67 with a mean of 0.21. UL_BLER peaked around 0.23, ranged from 0.0084 to 0.23, and averaged 0.075. Resource allocation and utilization showed bursty patterns: UL NPRBs varied from 5.0 to 77.3 (mean 20.0) and PRBs allocated on the uplink reached about 70 at peak while averaging 3.5 (range 0.05 to 70). Downlink PRBs/current utilization oscillated with values between 11.7 and 68.4 (mean PRBs_DL_Current 54.3) and PRB utilization on DL ranged from 11.0 to 64.5 with a mean of 51.2. UL PRB utilization spiked to roughly 66 and ranged from 0.047 to 66 with a mean of 3.3.

Traffic and buffering showed heavy bursts: transmitted bytes varied between 92,829 Bytes and 445,114 Bytes with a mean of 343,490.1 Bytes, while received bytes ranged from 76 Bytes to 23,447 Bytes and averaged 4,893.7 Bytes. The estimated uplink buffer surged to about 10,890.5 Kilobytes at peak, ranged from 0.76 Kilobytes to 11,000 Kilobytes, and had a mean of 406.2 Kilobytes. Packet counts were bursty as well: UL packets ranged from 2 to 262 with a mean of 55.4, and DL packets ranged from 0 to ~1,900 with a mean of 194.7, including very large spikes to ~1,620 and ~1,852 packets. Finally, protocol usage was dominated by TCP: downlink was TCP for ~80.5% of timestamps and uplink was TCP for 100% of timestamps.

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

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Choose the condition: congestion or no congestion?

Yes, there was movement during this session.

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

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

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

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

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1336.445

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

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

The period length of DL_NumberOfPackets is 42.67

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 194.719

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

The variance of TX_Bytes is 11610418569.824

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 1519608.708

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 249.123

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

The period length of PRB_Utilization_DL is 128

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.209

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 TX_Bytes 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 46.814

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 406.215

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 55.391

What is the average value of PRBs_DL_Current?

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 279.915

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

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

The variance of RX_Bytes is 10160722.601

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

The period length of UL_NumberOfPackets is 128

Does 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 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 105119.038

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

What is the average value of PRBs_UL_Current?

What is the variance of PRBs_UL_Current?

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

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

The period length of PRB_Utilization_UL is 64

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

What is the average value of PRB_Utilization_UL?

Does 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


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

The radio link shows generally good but variable uplink conditions and moderate downlink performance. RSRP ranged between -135.0 dB (minimum) and -108.0 dB (maximum). The mean RSRP was -114.5 dB, with a clear rise between indices ~18–73 (about 5.5 s) at roughly +1.009 dB/s and a sharp drop to -135 dB around t≈121–127.

Uplink modulation and coding (UL_MCS) varied from 0 to 18 with a mean of 12.5; notable declines occurred to near 0 between t≈72–95 and again around t≈118–127. Downlink MCS (DL_MCS) spanned 0.12 to 7, averaging 6.1, and experienced a fall to about 0.12 in the t≈118–127 window.

BLER behavior was volatile. DL_BLER ranged from 0.016 to 0.98 with a mean of 0.63 and several large jumps/drops, including a fall to ~0.1 by t≈119–127. UL_BLER ranged from 0.011 to 0.20 with a mean of 0.091; it trended downward between indices ~30–93 (≈6.3 s) at roughly -0.017 per second but briefly spiked to ~0.17 around t≈101–124.

Uplink resource usage and channel quality showed pronounced spikes. UL_NPRB varied between 0.1 and 56 (mean 16.6) with at least three significant jumps, the largest peaking near 55.6 at t≈106–109. UL_SNR covered 15.9 to 35.8 dB with a mean of 20.3 dB, rising sharply to about 35.8 dB by t≈119–127.

Traffic and buffer metrics indicate bursty uplink transmission. TX_Bytes ranged from 0 to 450,000 Bytes with a mean of 184,870.9 Bytes and multiple large swings; the biggest drop reduced transmitted bytes to ~92,829 Bytes between t≈23–40. RX_Bytes ranged 0 to 9,800 Bytes (mean 4,113.3 Bytes). Estimated_UL_Buffer varied from 0 to 570 KB with a mean of 216.9 KB.

Downlink and uplink PRB usage showed episodic peaks. PRBs_DL_Current spanned 0 to 68 (mean 30.0) with several jumps, the largest reaching ~67.3 at t≈74–86. PRB_Utilization_DL ranged 0 to 65% (mean 28.3%) and mirrored those spikes (peak ~63.5%). PRBs_UL_Current ranged 0 to 28 (mean 2.2), and PRB_Utilization_UL ranged 0 to 26% (mean 2.1%), including a UL utilization spike to ~26% at t≈74–86.

Packet counts were variable: UL_NumberOfPackets from 2 to 143 (mean 59.0) and DL_NumberOfPackets from 0 to 860 (mean 188.8). Protocol usage was overwhelmingly TCP: DL traffic was TCP for 94.53% of timestamps (UDP 0%), and UL traffic was TCP for 100% of timestamps (UDP 0%). Overall, the trace shows intermittent resource and BLER volatility with periods of improved uplink SNR and high PRB/UL activity coinciding with bursts of TX traffic.

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

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

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

Was the user static or moving across locations?

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 59.016

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

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

The variance of PRBs_UL_Current is 22.088

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

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

The period length of Estimated_UL_Buffer is 64

Does UL_NumberOfPackets 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.

The period length of PRBs_DL_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 64

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 19.659

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 24614.062

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 455.499

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

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

What is the average value of PRBs_UL_Current?

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

The period length of PRBs_UL_Current is 64

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

What is the average value of PRB_Utilization_UL?

The variance of TX_Bytes is 20774863431.88

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 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 18725.225

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

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

Describe the average trend of UL_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.

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

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

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

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

The period length of DL_NumberOfPackets is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1381.59

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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 405.392

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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 216.949

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 28.277

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 188.836


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP 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 TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 None TCP TCP TCP None TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 the UE experienced generally poor downlink signal strength with short-lived uplink quality improvements and highly variable resource usage. RSRP averaged -117.6 dB with values ranging from -121.0 dB (worst) to -109.8 dB (best); a notable transient increase of ~10.8 dB raised RSRP to about -109.8 dB between t≈22–27. UL_SNR showed a pronounced transient improvement, averaging 20.7 dB and spanning 13.0 dB (min) to 41.5 dB (max), with a spike to ~41.5 dB around t≈68–72. UL_MCS varied widely: mean 12.4, range 0 to 18, dropping to 0 for an extended period and later recovering to as high as 18. DL_MCS was stable and low, mean 6.6 with values between 6.0 and 7.0.

BLER levels were moderate: DL_BLER averaged 0.082 with observed values from 0.0057 to 0.28; UL_BLER averaged 0.075 with a range of 0.02 to 0.18. Uplink resource block allocations and utilization were highly bursty. UL_NPRB averaged 22.9, ranging from 5.0 to 57.5, including multiple sharp jumps—the largest reaching ~52.3 around t≈7–10. PRBs_UL_Current ranged from 0.05 to 55.0 with mean 3.7 and showed spikes up to ~54.9 around t≈7–11. PRB_Utilization_UL averaged 3.5, ranged 0.047 to 52.0, and mirrored those transient uplink bursts.

Downlink PRB usage and utilization were also volatile but generally high. PRBs_DL_Current averaged 61.4 and ranged between 15.9 and 69.2, with a substantial drop to ~15.9 around t≈12–17. PRB_Utilization_DL averaged 57.9%, spanning 15.0% to 65.3%, and exhibited multiple large dips and recoveries over the trace.

Traffic volumes showed large TX swings and modest RX. TX_Bytes averaged 389,718 Bytes and varied between 92,829 Bytes and 448,763 Bytes, with several prominent jumps/dips (largest dip to ~92.8k Bytes around t≈13–17). RX_Bytes averaged 6,805 Bytes with a range from 42 Bytes to 13,406 Bytes. The Estimated_UL_Buffer averaged 1,246.8 Kilobytes, ranging from 193.0 KB to 6,536.0 KB, indicating intermittent uplink buffering pressure. Packet counts averaged 85.1 uplink packets (range 0 to 180) and 238.3 downlink packets (range 0 to 850).

From a protocol perspective the session was overwhelmingly TCP: DL_Protocol was TCP for 95.31% of timestamps and UL_Protocol was TCP for 96.88% of timestamps, with virtually no UDP observed.

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

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

Zone localization is unclear due to mobility.

Yes, there was movement during this session.

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

The period length of PRB_Utilization_DL is 12.8

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

The period length of Estimated_UL_Buffer is 32

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 39.846

The period length of DL_NumberOfPackets is 32

The mean of DL_NumberOfPackets is 238.32

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

The variance of PRB_Utilization_DL is 73.241

What is the average value of PRBs_UL_Current?

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 82.294

What is the average value of PRB_Utilization_UL?

The mean of PRB_Utilization_DL is 57.929

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

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

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

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

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.

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 306892.173

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

The period length of PRBs_UL_Current is 128

Does 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 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 128

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

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 21238.44

The variance of TX_Bytes is 4166958654.738

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

What is the average value of PRBs_DL_Current?

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1246.8

Does RSRP 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 1292.898

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 12.8

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 85.086

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 44.771


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

Over the trace the downlink reference signal received power weakened substantially, falling to a minimum of -128.0 dB with values ranging between -128.0 dB and -97.0 dB. The average RSRP was -98.1 dB. Uplink modulation and coding showed a pronounced drop, with UL MCS reaching a low of 5.58 (range 5.6–15.0) and a mean of 14.8. Downlink MCS also declined to 2.8 at its lowest (range 2.8–7.0) and averaged 6.9.

BLER remained low on the downlink (range 0.00–0.12, mean 0.0063) while uplink BLER was higher (range 0.065–0.13, mean 0.10). Uplink SNR stayed healthy overall, spanning 17.3 dB to 29.4 dB with a mean of 19.9 dB. Uplink resource usage was variable: UL NPRBs ranged from 2.0 to 35.8 with a mean of 17.3, and PRBs allocated in the uplink ranged 0–3.7 (mean 1.4). Downlink PRB allocation and utilization dropped sharply to zero during the final interval; PRBs_DL_Current ranged from 0 to 67 (mean 60.8) and PRB_Utilization_DL ranged from 0% to 64% (mean 57.4%). UL PRB utilization stayed low (range 0%–3.5%, mean 1.3%).

Throughput counters show a large fall in transmitted bytes toward the end of the trace: TX_Bytes reached 0 Bytes (range 0–450,000 Bytes) and had a mean of 413,390.9 Bytes. Received bytes ranged from 0 to 14,000 Bytes with a mean of 5,082.3 Bytes. The estimated uplink transmission buffer varied between 0 and 780 Kilobytes, averaging 246.5 KB. Packet counts were moderate: UL packets ranged 49–161 (mean 84.6) and DL packets ranged 5–937 (mean 302.0). Finally, all observed uplink and downlink traffic used TCP for 100% of timestamps.

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

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

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

Choose the condition: congestion or no congestion?

Was the user stationary or in motion during this window?

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

What is the average value of PRBs_UL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 8456.395

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 246.51

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

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

The period length of PRBs_UL_Current is 64

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 176.084

What is the average value of PRBs_DL_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 average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 301.953

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

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

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 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 8017.069

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

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

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

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

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

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

The period length of PRBs_DL_Current is 128

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.398

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.354

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 245.601

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

The period length of DL_NumberOfPackets is 2.33

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

The period length of PRB_Utilization_UL is 64

The variance of TX_Bytes is 9094992945.622

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

What is the average value of UL_NumberOfPackets?

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

The period length of UL_NumberOfPackets is 3.66

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 197.848

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_DL?

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


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

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

RSRP showed intermittent improvement with notable positive jumps: a 15.38 dB rise reaching −105.62 dB and a 7.60 dB rise reaching −115.40 dB. Across the capture RSRP ranged between −123.0 dB and −105.6 dB. The average RSRP was −118.4 dB.

UL MCS exhibited strong variability, dropping to 0 and later climbing up to 15. Overall UL MCS ranged from 0 to 16 with a mean of 9.9. DL MCS was more stable, ranging from 2.9 to 7.0 with a mean of 6.0.

DL BLER experienced both sharp excursions and a sustained downward trend: it fell to 0.24 at one point and peaked at 0.78 at another, with an overall range of 0.026 to 0.8 and a mean of 0.33. Between indices 76–127 (~5.1 s) DL BLER decreased at about 0.075 per second. UL BLER remained low, ranging from 0.013 to 0.15 with a mean of 0.075.

UL NPRB was highly bursty with multiple large jumps; the largest spike reached 82.9. UL NPRB ranged from 4.2 to 82.9 and averaged 22.1. UL SNR rose rapidly early in the trace, peaking near 33.37 dB; overall UL SNR ranged from 12.1 dB to 33.4 dB with a mean of 20.2 dB.

Transmit volume showed pronounced volatility: TX_Bytes experienced several large changes, including a drop to 0 Bytes, and overall ranged from 0 Bytes to 450,000 Bytes (approx.) with a mean of 290,432.2 Bytes. Receive volume was much smaller, ranging from 0 Bytes to ~24,000 Bytes with a mean of 5,208.0 Bytes. Estimated UL buffer fluctuated between 1.7 Kilobytes and 7,077.2 Kilobytes with a mean of 552.8 Kilobytes.

Downlink radio resources saw major swings: PRBs_DL_Current moved between 13.8 and 106.0 and averaged 51.3, with the largest drop bringing it to 13.8. PRB utilization DL mirrored that behavior, ranging from 13.0% to 100.0% with a mean of 48.4%. Uplink PRB metrics were mostly low but bursty; PRBs_UL_Current ranged from 0 to 51 (mean 4.1) and PRB_Utilization_UL ranged from 0% to 48% (mean 3.9%), both showing sharp spikes up to ~50 units/48%.

Packet counts varied by direction: UL packets ranged from 0 to 130 with a mean of 42.3, while DL packets ranged from 0 to 1,200 with a mean of 175.4.

Protocol usage was dominated by TCP: DL traffic used TCP for 58.59% of timestamps and UL traffic used TCP for 96.09% of timestamps; UDP usage was effectively 0% in both directions.

Overall, the trace shows intermittent improvements in radio conditions (RSRP, UL_SNR) and MCS, but also pronounced resource and traffic bursts (PRBs, TX_Bytes, Estimated_UL_Buffer) and BLER variability that could impact throughput and latency.

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

This is a segment from a file download session.

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Was the network congested or operating normally?

Which condition applies, mobile or static?

The period length of PRB_Utilization_UL is 128

Does TX_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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 70363.334

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 mean of UL_NumberOfPackets is 42.273

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

The period length of Estimated_UL_Buffer is 128

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

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

Does 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 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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 1163920.555

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

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

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

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

The period length of PRB_Utilization_DL is 32

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 175.359

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

What is the average value of PRB_Utilization_DL?

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

What is the average value of PRBs_DL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 950.751

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

What is the average value of PRB_Utilization_UL?

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

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

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

The period length of DL_NumberOfPackets is 8.53

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 427.772

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 552.818

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_DL?

The variance of PRB_Utilization_DL is 380.715

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 55.705

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

The period length of PRBs_UL_Current is 128

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

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

The period length of PRBs_DL_Current is 32

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 49.577

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

The variance of TX_Bytes is 16129402845.763

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


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

RSRP was consistently weak, ranging from -121.0 dB to -115.0 dB with a mean of -118.1 dB. Uplink channel quality (UL_SNR) remained moderate, between 15.9 dB and 25.8 dB with a mean of 20.4 dB. UL MCS showed an upward event, rising to 17.0 (range 11.0–17.0, mean 13.3) during t≈79–98, while DL MCS stayed low and stable between 6.0 and 7.0 with a mean of 6.3. BLER experienced bursts: DL_BLER jumped to 0.55 (range 0.0065–0.55, mean 0.15) and UL_BLER rose to 0.18 (range 0.04–0.19, mean 0.10) around t≈116–127, indicating occasional link-layer degradation. Uplink resource allocation spiked briefly—UL_NPRB reached 37.39 (range 5.1–37.4, mean 16.6)—while PRBs in the downlink dropped sharply, with PRBs_DL_Current falling to 15.9 (range 15.9–66.5, mean 54.7) and DL PRB utilization falling to 15.0% (range 15.0%–62.8%, mean 51.6%). UL PRBs and UL PRB utilization remained minimal (PRBs_UL_Current 0–5.5, mean 1.4; PRB_Utilization_UL 0–5.2%, mean 1.3%). Traffic volumes showed large uplink bursts and drops: TX_Bytes oscillated between 89,628 Bytes and 445,114 Bytes with a mean of 338,045.3 Bytes and experienced notable drops around t≈23–26 and t≈112–127; RX_Bytes ranged from 163 Bytes to 23,246 Bytes with a mean of 4,545.3 Bytes. The estimated uplink buffer varied widely between 6.1 KB and 1,131.3 KB with a mean of 222.9 KB, and packet counts reflected uplink activity (UL_NumberOfPackets 3–174, mean 53.6) while downlink packets briefly spiked to 1,128 (range 0–1,128, mean 236.4). Protocol usage was dominated by TCP: DL was TCP for 92.97% of timestamps and UL was TCP for 100%. Overall, the trace shows weak radio signal levels, intermittent increases in uplink MCS and NPRBs, periodic BLER/PRB/throughput disturbances in the DL around t≈114–127, and predominantly TCP traffic.

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

This segment matches file download traffic.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 53.594

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 809.597

The variance of PRB_Utilization_UL is 0.616

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.

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

The period length of DL_NumberOfPackets is 2.78

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

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

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

The period length of UL_NumberOfPackets is 128

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

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

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

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 236.367

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 162.043

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 38334.533

What is the average value of PRB_Utilization_UL?

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

The period length of Estimated_UL_Buffer is 8

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 21382.869

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 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

The variance of TX_Bytes is 8588053341.064

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_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 PRB_Utilization_DL?

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

The period length of PRB_Utilization_UL is 128

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 222.854

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 182.072

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

What is the average value of PRBs_UL_Current?

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

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

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 0.693

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

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

The period length of PRBs_DL_Current is 128

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

What is the average value of PRBs_DL_Current?


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

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

The radio conditions were relatively stable but on the weak side: RSRP ranged between -116.0 dB and -107.0 dB, with a mean of -111.8 dB. Uplink SNR was moderate, ranging from 11.8 dB to 28.8 dB and averaging 20.5 dB.

Modulation and coding shows asymmetric capacity: UL MCS varied between 13.0 and 19.0 (mean 15.9), while DL MCS stayed low between 6.0 and 7.0 (mean 6.5). Downlink BLER exhibited two notable degradation periods (a modest spike in the t=13–35 window and a larger jump around t=100–125), and overall DL BLER ranged from 0.0005 to 0.59 with a mean of 0.11. Uplink BLER was steadier, ranging from 0.041 to 0.16 with a mean of 0.10.

Resource allocation on UL was highly variable: UL NPRB fluctuated with multiple large jumps (the largest rising to 101.0), spanning 6.4 to 101.0 PRBs and averaging 23.5 PRBs. Current DL PRBs also showed several big drops, ranging from 14.8 to 69.2 PRBs with a mean of 59.2. PRB utilization mirrored this behavior — DL utilization ranged from 14.0% to 65.3% with a mean of 55.8%, while UL utilization remained very low, between 0% and 4.8% (mean 1.6%). PRBs allocated to UL at any time were between 0 and 5.1 (mean 1.7).

Traffic and buffer metrics indicate a heavy transmit profile and intermittent bursts: TX_Bytes moved between 89,628 Bytes and 448,763 Bytes with a mean of 374,478 Bytes and experienced multiple sharp drops (the largest falling to ~92,829 Bytes). RX_Bytes ranged from 434 Bytes to 18,867 Bytes with a mean of 7,236.1 Bytes. The Estimated UL Buffer sat between 423.8 KB and 1,883.6 KB, averaging 1,329.6 KB. Packet counts reflected uplink and downlink load variation: UL packets ranged from 0 to 150 and averaged 81.7, while DL packets ranged from 0 to 800 and averaged 252.0.

Finally, transport was overwhelmingly TCP: both DL and UL used TCP for 96.88% of timestamps (UDP negligible). Overall, the profile points to constrained downlink PHY (low DL MCS and elevated DL BLER at times), bursty UL resource assignment and traffic, and predominantly TCP transport.

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

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

The user was transitioning between zones.

What is the condition: jamming or normal operation?

This trace shows normal throughput conditions.

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 2.84

The variance of PRBs_DL_Current is 217.968

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 193.991

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.819

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

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

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

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

The period length of PRBs_UL_Current is 2.84

The variance of PRBs_UL_Current is 1.015

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

What is the average value of PRBs_UL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1046.852

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 251.969

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 128

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

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

The period length of UL_NumberOfPackets is 42.67

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

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

The variance of TX_Bytes is 9981514912.377

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

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

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

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

The period length of DL_NumberOfPackets is 2.72

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

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.903

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 61262.858

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.

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 81.672

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1329.561

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 23108.471


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

RSRP stayed in a relatively narrow, weak range with values between -116.0 dB and -108.0 dB. The average RSRP across the trace was -113.3 dB.

Uplink MCS was generally high, ranging from 11.1 to 17.0 with a mean of 15.2. Downlink MCS was low and consistent, between 6.0 and 7.0 with an average of 6.2.

DL BLER exhibited multiple large transients, including at least three prominent jumps and drops; the largest change produced a fall to 0.1 (from 1.0 range) between t≈14 and t≈40. DL BLER values spanned 0.0031 to 0.97 and the mean was 0.34. UL BLER was tighter and lower, ranging from 0.028 to 0.18 with a mean of 0.089.

UL NPRB showed several sharp spikes (at least three), the biggest rising to 71.1 around the start of the trace. UL NPRB ranged from 5.0 to 71.1 and averaged 16.4. UL SNR also had a notable short spike (about +12.25 dB) reaching up to 29.50 dB; overall UL SNR values fell between 14.8 dB and 30.4 dB with a mean of 20.7 dB.

TX_Bytes was bursty with at least six pronounced jumps and drops; the largest decrease dropped TX_Bytes to about 104,477 Bytes. TX_Bytes ranged from 92,829 Bytes to 448,763 Bytes and the mean was 308,691.2 Bytes. RX_Bytes were much smaller and steadier, between 152 Bytes and 9,688 Bytes with a mean of 4,324.9 Bytes.

Estimated_UL_Buffer varied broadly, spanning from 0.81 Kilobytes up to 530 Kilobytes and averaging 212.5 Kilobytes.

Downlink resource usage showed multiple abrupt shifts. PRBs_DL_Current experienced at least seven significant changes, with the largest dip down to 14.8 PRBs; its values ranged from 14.8 to 68.4 and the mean was 49.9. Corresponding DL PRB utilization mirrored that behavior: it varied between 14.0% and 64.5% with a mean of 47.1% and showed at least seven prominent jumps/drops (largest dip to 14.0%). Uplink PRBs and UL PRB utilization remained low and constrained: PRBs_UL_Current ranged from 0 to 3.9 (mean 1.3) and PRB_Utilization_UL from 0% to 3.7% (mean 1.2%).

Packet counts were moderate on uplink and higher on downlink. UL_NumberOfPackets ranged from 1.0 to 104.0 with a mean of 55.1, while DL_NumberOfPackets spanned 0 to 940 with a mean of 189.2.

Protocol usage was overwhelmingly TCP: DL traffic used TCP for 98.44% of timestamps (UDP effectively absent), and UL traffic was TCP for 100% of timestamps.

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

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

What is the condition: jamming or normal operation?

Which condition applies, mobile or static?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 397.76

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

The period length of PRBs_DL_Current is 128

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

The variance of TX_Bytes is 18087358426.527

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.661

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.588

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11535.402

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 861.454

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

The period length of PRB_Utilization_DL is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 26097.412

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_DL_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 21.33

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

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

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

The period length of DL_NumberOfPackets is 128

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 446.924

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

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

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 21.33

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 189.211

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.

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

The period length of Estimated_UL_Buffer is 21.33

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 55.055

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

What is the average value of PRBs_UL_Current?

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.088

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

The period length of UL_NumberOfPackets is 128

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

Describe the average trend of 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 212.459

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_UL?

Does TX_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.


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

RSRP remained fairly stable in a weak coverage regime, ranging between -116.0 dB and -107.0 dB. The average RSRP was -111.5 dB.

Uplink physical-layer conditions fluctuated notably. UL_MCS varied from 6.0 to 18.0 with a mean of 11.0 and experienced at least three significant jumps/drops (largest fall of 9.0 down to 6.0). UL_SNR spanned 7.0 dB to 32.0 dB with a mean of 19.9 dB and showed multiple abrupt changes (largest drop of 19.1 dB to 8.3 dB). UL_NPRB was highly volatile, between 5.0 and 101.8 PRBs with a mean of 33.7 PRBs and many large spikes (largest rise to 101.8). DL_MCS was constant at 6.0.

Error rates were mixed: DL_BLER ranged from 0.057 to 1.0 with a mean of 0.69 and exhibited at least four major jumps (including a rise to 0.9). UL_BLER ranged from 0.01 to 0.32 with a mean of 0.079; it trended downward between indices 3 and 65 (about 6.2 seconds) at roughly -0.029 per second but also showed a short spike up to 0.32.

Traffic and buffer metrics show intermittent bursts. TX_Bytes varied between 90,444 Bytes and 390,506 Bytes with a mean of 184,528 Bytes and multiple large jumps/drops (largest drop to ~92,829 Bytes). RX_Bytes ranged from 0 Bytes to 15,000 Bytes with a mean of 4,193.4 Bytes. Estimated_UL_Buffer ranged from 256.2 KB to 1,644.6 KB with a mean of 933.8 KB.

Downlink resource use and utilization were bursty: PRBs_DL_Current ranged from 13.8 to 68.4 with a mean of 31.7 and showed several pronounced swings (largest drop to 15.9). PRB_Utilization_DL ranged from 13.0% to 64.5% with a mean of 29.9% and mirrored those large changes (largest drop to 15.0). Uplink PRBs and utilization were minimal: PRBs_UL_Current 0 to 13 (mean 1.4) and PRB_Utilization_UL 0% to 12% (mean 1.3%).

Packet counts varied with bursts on both planes: UL_NumberOfPackets ranged from 0 to 120 with a mean of 39.1, while DL_NumberOfPackets ranged from 0 to 960 with a mean of 144.1.

Protocol mix was TCP-dominant: DL traffic used TCP for 68.75% of timestamps, and UL traffic used TCP for 96.09%; UDP was not observed.

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.

What is the condition: jamming or normal operation?

What is the average value of PRBs_DL_Current?

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

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

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

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

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

The period length of DL_NumberOfPackets is 18.29

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 392.917

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 441.483

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 29.888

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 39.117

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 864.829

The variance of TX_Bytes is 15619496571.126

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 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 64

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 144.109

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 108760.393

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

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

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

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

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

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

What is the average value of PRBs_UL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 933.845

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 3.338

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

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

Describe the average trend of 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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 34984.649

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

The period length of PRBs_UL_Current is 64

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.971

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

The period length of PRB_Utilization_UL is 64

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

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

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.