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

RSRP stayed weak and stable, spanning -122.0 dB to -116.0 dB. The average RSRP was -119.2 dB.

Uplink modulation (UL_MCS) fell sharply mid-record, reaching a low of 9.0 and otherwise ranged from 9.0 to 18.0. The mean UL_MCS was 13.6. Downlink modulation (DL_MCS) remained low and narrow, ranging from 5.0 to 7.0 with a mean of 5.7.

Downlink BLER trended downward overall but experienced a transient spike up to 0.52; DL_BLER ranged between 0.042 and 0.52 and averaged 0.18. Uplink BLER remained lower, spanning 0.039 to 0.23 with a mean of 0.097.

Allocated uplink PRBs (UL_NPRB) showed a pronounced drop to 8.15 at one point and overall ranged from 5.1 to 36.2; the mean UL_NPRB was 18.9. Current downlink PRBs (PRBs_DL_Current) also fell sharply at two intervals, with values between 13.8 and 68.4 and a mean of 58.0. PRBs_UL_Current stayed minimal, ranging from 0.1 to 5.7 with a mean of 1.6.

DL PRB utilization mirrored the PRB drops, ranging from 13.0% to 64.5% and averaging 54.7%; UL PRB utilization was low, between 0.094% and 5.3% with a mean of 1.5%.

Uplink SNR remained healthy, spanning 12.9 dB to 25.4 dB and averaging 20.3 dB.

Traffic volumes showed large uplink bursts and drops: TX_Bytes varied between 96,030 Bytes and 440,168 Bytes with a mean of 325,115.4 Bytes, including two notable dips to low values. Downlink bytes were much smaller, ranging from 153 Bytes to 21,101 Bytes with a mean of 5,645.5 Bytes. The estimated uplink buffer fluctuated from 4.1 Kilobytes to 1,147.2 Kilobytes and averaged 279.9 Kilobytes.

Packet counts reflected asymmetric load: UL_NumberOfPackets ranged from 0 to 110 and averaged 56.6, while DL_NumberOfPackets ranged from 0 to 940 and averaged 221.6.

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 87.50% of timestamps and UL_Protocol was TCP for 98.44%; UDP usage was negligible.

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

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

From static or mobile, which best describes the user?

The user was mobile during this session.

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

The period length of DL_NumberOfPackets is 2.37

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 56.586

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

The period length of PRBs_DL_Current is 42.67

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 31699.958

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

What is the average value of PRBs_UL_Current?

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

The variance of TX_Bytes is 6145249589.757

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.699

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

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

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

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

Does 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 156.402

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 221.602

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

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

The period length of PRB_Utilization_UL is 42.67

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

Does DL_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 19804.207

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

The period length of PRB_Utilization_DL is 42.67

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 732.465

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

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

What is the average value of PRBs_DL_Current?

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

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

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

The period length of PRBs_UL_Current is 42.67

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

The period length of UL_NumberOfPackets is 128

Describe the average trend of UL_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 variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.686

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

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

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

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 139.197

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.771

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 279.855


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

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

Over the capture the downlink signal strength was generally poor: RSRP ranged from -132.8 dB to -108.0 dB with a mean of -113.7 dB, including a notable 18.75 dB dip to -132.75 dB between t≈52–68. Uplink channel quality and usage were more variable. UL_SNR ranged from 11.9 dB to 41.1 dB and averaged 20.7 dB, with a sharp spike to 41.12 dB around t≈112–116. UL_MCS varied across the full MCS scale (0–20) with a mean of 12.1; it peaked near 20 early in the trace and fell to about 5.4 later. DL_MCS stayed in a narrower window from 2.8 to 7.0 with a mean of 6.3.

Error performance showed intermittent degradation. DL_BLER spanned 0.0037–0.74 with a mean of 0.20, exhibiting at least three sizable jumps (the largest jump reached 0.7 around t≈103–126) but an overall downward trend between indices 31–95 (~6.4 s) at roughly −0.054 per second. UL_BLER ranged from 0.0071 to 0.21 with a mean of 0.077 and included a spike to 0.21 around t≈21–44.

Resource allocation fluctuated significantly. UL_NPRB varied between 2.3 and 70.2 with a mean of 23.4 and experienced multiple abrupt changes, the largest fall to 2.3 occurring near t≈47–61. DL PRB occupancy and utilization reached up to ~67 PRBs (range 0–67, mean 46.1) and PRB_Utilization_DL ranged 0–64% with a mean of 43.5%; both showed frequent large jumps (largest to ~67 around t≈63–77). UL PRBs and utilization remained low (PRBs_UL_Current 0–14, mean 1.7; PRB_Utilization_UL 0–13%, mean 1.6%).

Traffic volumes and buffer indicate heavy uplink transfer bursts. TX_Bytes spanned 0 to 450,000 Bytes with a mean of 288,436.6 Bytes and contained at least seven major jumps and drops, including a drop to 0 around t≈49–69. RX_Bytes ranged from 0 to 11,000 Bytes with a mean of 4,360.1 Bytes. Estimated_UL_Buffer varied from 0 to 620 Kilobytes with a mean of 297.0 KB. Packet counts reflected the same asymmetry: UL_NumberOfPackets ranged 0–150 (mean 59.3) while DL_NumberOfPackets ranged 0–860 (mean 210.2).

Finally, the session was overwhelmingly TCP: DL_Protocol was TCP for 89.84% of samples and UL_Protocol for 89.06%, with virtually no UDP 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.

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

What is the average value of PRBs_DL_Current?

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1277.454

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 59.297

The mean of Estimated_UL_Buffer is 296.984

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

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

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

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

The period length of UL_NumberOfPackets is 64

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 3.721

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

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

Does 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

The variance of TX_Bytes is 24139623862.845

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 27326.276

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 17999.717

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

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

The period length of DL_NumberOfPackets is 64

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

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

The period length of Estimated_UL_Buffer is 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.

What is the variance 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.

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 210.195

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 524.164

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

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

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

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.

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

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

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

The period length of PRBs_DL_Current is 64

Describe the average trend of 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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 588.952

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 43.458

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_UL_Current?


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

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

RSRP shows a steady improvement over the interval roughly 6–60 (about 5.4 s), increasing on average by 0.755 dB/s. Its values span from -115.0 dB to -107.0 dB. The mean RSRP is -111.2 dB.

UL_MCS varies between 14.0 and 18.0 with a mean of 15.1. DL_MCS ranges from 6.0 to 7.0 with a mean of 6.3.

DL_BLER declines over indices ~21–73 (≈5.2 s) at about 0.123 units/s on average, but exhibits at least three notable jumps and drops (including a large spike to 0.7 between t≈7 and t≈33). DL_BLER values lie between 0.0073 and 0.67. The mean DL_BLER is 0.2. UL_BLER ranges from 0.044 to 0.16 with a mean of 0.082.

UL_NPRB experienced a sharp spike to a peak of 76.41 (increase of 67.56) around t≈78–81. Its overall range is 5.0 to 76.4 and the mean is 17.6. UL_SNR also had a rapid rise to 32.59 (increase of 15.86) around t≈102–105; UL_SNR values cover 16.7 to 32.6 and the mean is 20.8 dB.

Uplink transmit volume (TX_Bytes) shows multiple large jumps and drops, the largest being a fall to 92,829 Bytes from a prior higher level between t≈73–83. TX_Bytes span 92,829 to 445,114 Bytes and average 332,118.1 Bytes. RX_Bytes range from 209 to 9,016 Bytes with a mean of 4,755.6 Bytes.

Estimated_UL_Buffer varies between 3.2 KB and 549.4 KB, mean 239.0 KB.

Downlink PRB demand (PRBs_DL_Current) is highly variable with at least six significant swings; the largest jump increased by 53.3 to reach about 67.0 around t≈21–32. PRBs_DL_Current range from 12.7 to 68.1 and mean 53.8. PRBs_UL_Current stays low, ranging 0 to 3.9 with a mean of 1.3.

DL PRB utilization mirrors the PRB count volatility with similar large jumps (largest to ~63.3); PRB_Utilization_DL ranges 12.0 to 64.3 and mean 50.7. UL PRB utilization remains minimal, between 0 and 3.6 with a mean of 1.3.

Packet counts: UL_NumberOfPackets ranges 4.0 to 118.0 with mean 69.1, while DL_NumberOfPackets ranges 0 to 760.0 with mean 242.4.

Protocol usage is overwhelmingly TCP: DL_Protocol is TCP for 95.31% of samples (UDP 0%), and UL_Protocol is TCP for 100.00% of samples (UDP 0%).

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

This segment matches file download traffic.

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

The signal was clean with no jamming detected.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Can you classify the user as moving or still?

Does DL_BLER 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 69.117

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.558

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

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

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.

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

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

The period length of PRBs_UL_Current is 2.51

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

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

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

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

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

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

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

The variance of TX_Bytes is 14232461561.075

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

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

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 16722.602

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 504.797

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.727

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.497

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

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

The period length of PRB_Utilization_UL is 2.51

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 238.95

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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 364.361

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

What is the average value of PRBs_UL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 324.279

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

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 242.391

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7179.329


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

Cell radio conditions were generally poor to moderate: RSRP ranged between -120.0 dB and -106.0 dB. The average RSRP was -113.3 dB. Uplink SNR stayed positive and usable, ranging from 12.3 dB to 28.7 dB with a mean of 20.5 dB.

Uplink modulation and scheduling showed volatility. UL_MCS moved between 0 and 17 (mean 13.2) with multiple sharp transitions, the largest falling from 16.0 down to 0.0. UL NPRB allocation swung widely from 5.0 to 105.0 PRBs and averaged 27.7 PRBs, including several prominent spikes up to about 102.5. PRBs allocated on the uplink overall ranged from 0 to 29 with a mean near 2.3. Uplink PRB utilization mirrored that burstiness, spanning 0 to 27 and averaging 2.2, driven by short spikes to ~25–27%.

Downlink MCS was stable and low, between 6.0 and 7.0 with a mean of 6.4. Downlink PRB usage and utilization were higher and variable: PRBs_DL_Current ranged from 14.8 to 68.7 (mean 50.8) and PRB_Utilization_DL ranged from 14.0% to 64.8% with a mean of 47.9%. DL scheduling exhibited multiple abrupt drops, the largest PRB/ utilization dips reducing allocations to the mid-teens.

Error rates were notable on the downlink. DL_BLER varied from 0.0028 to 0.81 with a mean of 0.28 and experienced several abrupt jumps up to 0.81. UL_BLER ranged from 0.013 to 0.24 with a mean of 0.09.

Traffic and buffer behavior indicate heavy uplink bytes with light downlink bytes. TX_Bytes spanned 89,628 Bytes to 445,194 Bytes and averaged 317,386.7 Bytes, with multiple large decreases (the largest drop reaching a low near 92,829 Bytes). RX_Bytes remained low, between 0 Bytes and 20,000 Bytes with a mean of 5,736 Bytes. The Estimated_UL_Buffer ranged from 94.4 KB to 2,548.2 KB and averaged 1,137.9 KB, reflecting intermittent uplink queuing. Uplink packet counts ranged from 0 to 160 packets (mean 64.9), while downlink packet counts ranged from 0 to about 1,411 packets (mean 217.9), with distinct high spikes at two time intervals.

Protocol mix was dominated by TCP: DL was TCP for 80.47% of timestamps and UL was TCP for 97.66% of timestamps; UDP presence was effectively zero.

Overall, the trace shows constrained radio signal levels, episodic uplink resource spikes and buffer growth, elevated and variable DL BLER, high uplink throughput in bursts, and predominantly TCP traffic.

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

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network congested or operating normally?

From static or mobile, which best describes the user?

The user was mobile during this session.

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

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

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

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

The period length of Estimated_UL_Buffer is 128

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

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

What is the average value of PRBs_UL_Current?

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 13.503

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 445.289

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.901

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 70886.123

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 82727.904

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

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

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_DL_Current?

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 396.305

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

The period length of UL_NumberOfPackets is 42.67

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

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

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

The period length of DL_NumberOfPackets is 5.33

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 64.852

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

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

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

The period length of PRBs_DL_Current is 42.67

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

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

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

The variance of TX_Bytes is 19786283055.645

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 15.172

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1137.859

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1332.49

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 217.898

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

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

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

The period length of PRB_Utilization_DL is 42.67

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


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

RSRP improved steadily over a 5-second window (indices 77–127) at about +1.429 dB/s. RSRP values ranged between -118.0 dB and -109.0 dB. The mean RSRP was -115.2 dB.

UL MCS exhibited significant variability, falling to a low of 1.10 and later reaching a peak of 18.00; the UL MCS range was 1.1 to 18.0 and the average was 14.4. DL MCS was stable, ranging from 6.0 to 7.0 with a mean of 6.7.

DL BLER trended downward overall but showed a transient spike up to 0.31; DL BLER ranged from 0.00097 to 0.31 and averaged 0.054. UL BLER varied between 0.012 and 0.16 with a mean of 0.077.

UL resource allocation experienced abrupt changes: UL NPRB saw multiple jumps and drops, peaking at 63.3 and bottoming at 6.0; the UL_NPRB range was 6.0 to 63.3 and the mean was 23.3. UL SNR stayed healthy, between 15.3 dB and 29.5 dB, with a mean of 21.0 dB.

Transmit volume (TX_Bytes) showed sharp declines at two intervals, with observed values ranging from 99,614 Bytes to 445,114 Bytes; the mean TX_Bytes was 406,198.9 Bytes. Received volume (RX_Bytes) ranged from 1,169 Bytes to 11,819 Bytes and averaged 7,056.6 Bytes. Estimated UL buffer occupancy varied between 459.7 Kilobytes and 3,230.6 Kilobytes, with a mean of 1,227.0 Kilobytes.

Downlink PRB usage decreased notably in two drops, with PRBs_DL_Current spanning 18.3 to 69.2 and a mean of 62.9. Uplink PRBs had a brief spike up to ~27; PRBs_UL_Current ranged from 0.17 to 27 and averaged 2.2. DL PRB utilization mirrored the DL PRB count, ranging 17.3% to 65.3% with a mean of 59.3%. UL PRB utilization spiked briefly to ~25.7% and overall ranged from 0.16% to 26% with a mean of 2.1%.

Packet counts showed higher downlink load: UL_NumberOfPackets ranged from 6 to 170 (mean 87.1), while DL_NumberOfPackets ranged from 0 to 940 (mean 262.0).

Protocol use was overwhelmingly TCP: DL traffic was TCP for 98.44% of timestamps and UL traffic was TCP for 100.00%; UDP was effectively absent. Overall, the trace shows improving RSRP and generally healthy UL SNR, intermittent large swings in UL resource allocation and TX throughput, low but occasionally spiking DL BLER, and TCP-dominated transport.

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

This is a segment from a file download session.

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

Choose the condition: congestion or no congestion?

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?

Does PRBs_DL_Current 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 6.852

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 87.133

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

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

Does 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 1226.952

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.

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

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

The period length of Estimated_UL_Buffer is 25.6

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

The period length of DL_NumberOfPackets is 3.2

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

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

Does TX_Bytes 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.

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

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

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 59795.335

Does RSRP 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 262.039

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 7.698

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_UL?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 74.856

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 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 18766.384

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 3916069492.766

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

The period length of PRBs_UL_Current is 64

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 584.163

What is the average value of PRBs_DL_Current?

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

The period length of UL_NumberOfPackets is 64

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

What is the average value of PRBs_UL_Current?

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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 66.622

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


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP None None None TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 trace shows a relatively weak but stable downlink reference signal and healthy uplink radio conditions with intermittent throughput/PRB volatility. RSRP stayed between -112.0 dB and -105.0 dB with a mean of -109.0 dB. Uplink SNR ranged from 17.0 dB to 25.7 dB and averaged 20.3 dB. Uplink MCS values were moderately high, spanning 14.0 to 18.0 with a mean of 15.9, while downlink MCS was lower, between 6.0 and 7.0 and averaging 6.6.

Physical-layer error metrics show occasional downlink BLER spikes—DL_BLER reached as high as 0.43 and was as low as 0.00045, with a mean of 0.093; uplink BLER varied between 0.042 and 0.16 with a mean of 0.088. Resource allocation and utilization were bursty: UL active PRBs (UL_NPRB) ranged from 5.2 to 62.8 with a mean of 17.9 and experienced a pronounced spike up to ~62.8. DL PRBs in use (PRBs_DL_Current) ranged from 14.8 to 67.6 with a mean of 58.9 and showed several large drops (largest down to 14.8). Corresponding PRB utilization on DL varied between 14.0% and 63.8% with a mean of 55.5%; UL PRB utilization stayed low, between 0% and 3.7% with a mean of 1.3%.

Traffic and buffering display asymmetric behavior: TX_Bytes ranged from 96,030 Bytes to 445,194 Bytes with a mean of 380,697.4 Bytes and exhibited multiple large jumps and a major dip to 96,030 Bytes. RX_Bytes was much smaller, between 222 Bytes and 7,671 Bytes with a mean of 5,015.7 Bytes. The Estimated_UL_Buffer varied from 4.8 Kilobytes to 505.0 Kilobytes with a mean of 254.5 Kilobytes, indicating intermittent uplink queue buildup. Packet counts reflected these loads: uplink packets ranged from 6 to 157 with a mean of 69.8, while downlink packets ranged from 0 to 1,200 with a mean of 242.9. Finally, transport was overwhelmingly TCP: DL used TCP for 94.53% of samples and UL was TCP for 100% of samples.

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

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

What is the condition: jamming or normal operation?

Was the network congested or operating normally?

Was the user static or moving across locations?

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

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

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 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 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 242.898

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

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7016.389

What is the average value of PRBs_DL_Current?

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 2

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

The period length of DL_NumberOfPackets is 32

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 42509.62

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

The period length of Estimated_UL_Buffer is 64

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

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

The period length of PRBs_DL_Current is 64

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 69.836

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 175.138

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

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

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.485

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

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

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 254.51

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.522

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

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

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

The period length of PRB_Utilization_DL is 64

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

What is the average value of PRBs_UL_Current?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 196.785

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 512.941

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

The variance of TX_Bytes is 9082369094.231

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 average value of PRB_Utilization_UL?

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.432


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

RSRP stayed in a poor coverage band, ranging from -120.0 dB to -110.0 dB with an average of -116.9 dB. Uplink modulation (UL_MCS) varied between 0 and 17 with a mean of 13.3; notable drops occurred to MCS 11 around t=11–30 and to MCS 0 around t=72–92. Downlink MCS ranged from 6.0 to 7.0 with a mean of 6.7. Downlink and uplink BLERs were low but showed variability: DL_BLER ranged from 0.024 to 0.24 with a mean of 0.087, and UL_BLER ranged from 0.016 to 0.21 with a mean of 0.089.

UL resource allocation was bursty: UL_NPRB spanned 6.1 to 40.7 with a mean of 18.5 and experienced large spikes into the high 30s–40s. UL_SNR swung between 5.9 dB and 30.5 dB with a mean of 20.5 dB, including a dip to ~5.9 dB and a spike to ~30.5 dB. Downlink PRB use and utilization were generally high but intermittently dropped: PRBs_DL_Current ranged from 14.8 to 68.1 with a mean of 59.1, and PRB_Utilization_DL ranged from 14.0% to 64.3% with a mean of 55.8%; the largest drops occurred around t=11–14. Uplink PRBs and utilization remained low, with PRBs_UL_Current between 0.1 and 13 (mean 1.8) and PRB_Utilization_UL between 0.094% and 13% (mean 1.7%).

Traffic and buffer metrics show asymmetric load: TX_Bytes varied from 92,829 Bytes to 469,440 Bytes with a mean of 386,623.8 Bytes and several large jumps (largest dip to ~135,941 Bytes). RX_Bytes ranged from 320 Bytes to 13,550 Bytes with a mean of 4,745.7 Bytes. Estimated_UL_Buffer spanned 13.8 KB to 662.6 KB with a mean of 240.2 KB. Packet counts reflected heavier downlink activity: UL_NumberOfPackets ranged from 1.0 to 125.0 with a mean of 67.2, while DL_NumberOfPackets ranged from 0 to 940 with a mean of 220.6. Protocol usage was dominated by TCP: DL traffic was TCP for 92.97% of timestamps and UL traffic was TCP for 100.00% of timestamps.

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

File download was the primary application used.

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

Choose the condition: jamming present or not?

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Identify the user state: still or in motion?

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

The variance of TX_Bytes is 5350444243.081

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

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

The variance of PRB_Utilization_UL is 1.975

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 115.711

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 25907.933

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_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 240.171

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

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

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 4.27

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

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

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

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

The period length of Estimated_UL_Buffer is 4.27

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

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

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

The period length of PRB_Utilization_UL is 21.33

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 7477.615

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

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

The period length of UL_NumberOfPackets is 32

What is the average value of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.774

What is the average value of PRBs_DL_Current?

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

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

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 102.982

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

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

The period length of DL_NumberOfPackets is 64

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.219

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 220.562

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_UL?

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

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

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

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

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 484.212

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 4.27

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

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

The period length of PRBs_UL_Current is 21.33

What is the average value of UL_NumberOfPackets?


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

RSRP showed a notable improvement during the interval, rising by 13.85 dB to a peak around −105.92 dB; overall RSRP ranged from −123.9 dB to −105.9 dB. The average RSRP was −117.8 dB.

Uplink MCS varied between 10.0 and 18.0 with a mean of 13.6; it briefly spiked to 18 and later dropped to 10. Downlink MCS remained flat at 6.0.

Downlink BLER fluctuated, falling to a low near 0.055 and spiking to a high near 0.7; the mean DL BLER was 0.22. Uplink BLER ranged from 0.033 to 0.20 and averaged 0.096, with a short spike up to 0.20.

UL NPRB values spanned 5.7 to 27.7 with a mean of 14.9, while UL SNR stayed between 15.0 dB and 25.3 dB and averaged 20.7 dB.

Transmit traffic (TX_Bytes) experienced multiple large jumps and drops; the observed values lay between 90,444 Bytes and 390,506 Bytes and the mean was 322,297.7 Bytes. Receive traffic (RX_Bytes) ranged from 820 Bytes to 8,757 Bytes with a mean of 3,772.4 Bytes. Estimated uplink buffer size varied from 25.5 KB to 478.2 KB and averaged 179.2 KB.

Downlink PRBs in use moved between 14.1 and 67.3 with a mean of 54.5 and showed several sharp changes (largest dip to 14.1). Uplink PRBs ranged from 0.15 to 3.1 with a mean of 1.2. DL PRB utilization ranged from 13.3% to 63.5% with a mean of 51.5% and mirrored the PRB count volatility; UL PRB utilization was between 0.14% and 2.9% with a mean of 1.1%.

Packet counts: uplink packets ranged from 2 to 94 with a mean of 56.2, while downlink packets ranged from 0 to about 820 with a mean of 213.0.

Protocol usage was overwhelmingly TCP: DL was TCP for 83.59% of timestamps (UDP 0%), and UL was TCP for 100% (UDP 0%).

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

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

Did the user experience jamming or normal signal quality?

From static or mobile, which best describes the user?

The user was mobile during this session.

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

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

The period length of PRBs_DL_Current is 32

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30398.376

What is the variance of PRBs_UL_Current?

What is the average value of PRBs_DL_Current?

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

The period length of PRB_Utilization_DL is 32

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 159.308

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 179.188

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

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

The period length of Estimated_UL_Buffer is 42.67

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

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

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

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

The period length of PRBs_UL_Current is 32

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

The period length of PRB_Utilization_UL is 32

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

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

The variance of TX_Bytes is 6674509458.818

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

What is the average value of PRBs_UL_Current?

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

The period length of DL_NumberOfPackets is 42.67

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

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

What is the average value of PRB_Utilization_UL?

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

What is the average value of UL_NumberOfPackets?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.32

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.

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

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

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 178.999

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

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 6136.536

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 213.047

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

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

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.452

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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 717.732


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

RSRP remained generally poor with values between -118.0 dB and -107.0 dB. The average RSRP was -112.5 dB.

Uplink modulation (UL_MCS) varied widely, spanning 6.0 to 18.0 with a mean of 12.2. Notably, UL_MCS fell to a low of 6.0 around the mid-sequence and later climbed to about 18.0. Downlink MCS stayed tightly clustered between 6.0 and 7.0, averaging 6.1.

Downlink block error rate (DL_BLER) showed large variability, ranging from 0.022 to 1.0 with a mean of 0.66; there were distinct drops to low values at multiple periods. Uplink BLER (UL_BLER) ranged from 0.01 to 0.32 and averaged 0.084, with a short-lived spike up to 0.32.

UL_NPRB exhibited heavy volatility with values between 5.0 and 101.8 and a mean of 32.6; the series included many abrupt jumps, the largest reaching about 101.8. Uplink SNR (UL_SNR) varied from 7.0 dB to 33.5 dB and averaged 20.2 dB, including several pronounced swings and a notable dip to about 8.3 dB.

Transmission volume was concentrated on the uplink: TX_Bytes ranged from 90,444 Bytes to 447,466 Bytes with a mean of 204,867.8 Bytes and showed several major bursts (one peak near 390,506 Bytes). RX_Bytes were much smaller, between 0 and 15,000 Bytes with a mean of 4,606.1 Bytes. The Estimated_UL_Buffer sat between 256.2 Kilobytes and 1,644.6 Kilobytes, averaging 969.2 Kilobytes.

Downlink resource allocation and utilization experienced pronounced swings: PRBs_DL_Current ranged 13.8 to 67.6 with a mean of 34.4 and had multiple spikes (one up to ~67.3). Corresponding PRB_Utilization_DL varied from 13.0% to 63.8% and averaged 32.4%, mirroring those jumps. Uplink PRBs and utilization remained low: PRBs_UL_Current 0 to 13 (mean 1.3) and PRB_Utilization_UL 0% to 12% (mean 1.2%).

Packet counts reflect asymmetric traffic: UL_NumberOfPackets ranged 0 to 180 with a mean of 41.9, while DL_NumberOfPackets ranged 0 to 960 with a mean of 127.7. Protocol usage was dominated by TCP: DL used TCP for 60.94% of timestamps, and UL used TCP for 94.53%; UDP usage was 0% in both directions.

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

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

What is the condition: jamming or normal operation?

Identify the congestion status: normal or overloaded?

From static or mobile, which best describes the user?

The user was mobile during this session.

What is the average value of PRB_Utilization_UL?

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

The variance of TX_Bytes is 18995052344.411

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.952

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 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 38139.372

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 969.155

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

The variance of UL_NumberOfPackets is 1158.561

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

The period length of PRBs_UL_Current is 64

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

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

The period length of PRBs_DL_Current is 128

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

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

The period length of DL_NumberOfPackets is 2.67

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

The variance of RX_Bytes is 11509820.604

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 126435.777

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

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

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

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

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

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

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

Describe the average trend of 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_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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 485.91

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 432.457

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

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

What is the average value of PRBs_DL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 41.883

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

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 3.317

What is the average value of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 32.434

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 127.711

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

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

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


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

RSRP remained weak and stable with values between -117.9 dB and -110.0 dB. The mean RSRP was -114.3 dB.

Uplink modulation and link quality showed variability: UL_MCS ranged from 9.1 to 18.0 with a mean of 14.3; it experienced a notable rise to about 17 around the mid-window and later dropped to roughly 9. UL_SNR varied between 15.7 dB and 35.5 dB with a mean of 20.9 dB, including two sharp SNR increases that reached the mid-30 dB region. UL_BLER ranged from 0.038 to 0.24 with a mean of 0.10 and had a transient spike up to 0.24. Estimated UL resource allocation and usage were bursty: UL_NPRB spanned 5.0 to 45.7 with a mean of 17.5 and showed a short allocation surge to the mid-40s, while PRBs_UL_Current ranged from 0 to 6.7 with a mean of 1.4. UL protocol usage was overwhelmingly TCP (99.22%).

Downlink radio conditions and reliability: DL_MCS stayed low and tight between 6.0 and 7.0 with a mean of 6.4. DL_BLER was more volatile, ranging from 0.0021 to 0.51 with a mean of 0.12 and showing multiple high BLER excursions to ~0.35. PRBs_DL_Current varied from 11.7 to 67.3 with a mean of 57.9 and experienced several sharp drops, mirrored by PRB_Utilization_DL which ranged 11.0 to 63.5 with a mean of 54.7; both indicate intermittent reduction in downlink resource usage. DL protocol was predominantly TCP (69.53%).

Traffic and buffering: TX_Bytes was highly variable between 90,845 Bytes and 448,843 Bytes with a mean near 364,666 Bytes and exhibited multiple large jumps and drops, including a major fall to the low end. RX_Bytes ranged from 46 Bytes to 17,254 Bytes with a mean of 4,772.9 Bytes. Estimated_UL_Buffer spanned 0 to 1,000 Kilobytes with a mean of 244.8 KB. Packet counts reflected asymmetric loading: UL_NumberOfPackets ranged 0 to 130 with mean 56.6, while DL_NumberOfPackets ranged 0 to 1,300 with mean 226.7.

Overall, the trace shows weak but steady RSRP, intermittent uplink SNR/MCS improvements, occasional high BLER on downlink, bursty PRB allocations (especially uplink NPRB), TCP-dominant traffic, and large swings in transmitted bytes and downlink resource utilization — all suggesting transient capacity and reliability fluctuations rather than a persistent steady-state.

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

File download was the primary application used.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Can you classify the user as moving or still?

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 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 14382.163

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 56.609

Does Estimated_UL_Buffer 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 variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.821

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 79772.515

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

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

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

The period length of PRBs_DL_Current is 64

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

The period length of PRB_Utilization_UL is 64

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 54.665

The variance of TX_Bytes is 9268534195.676

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

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 214.414

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.731

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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 244.764

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

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

Does UL_NPRB 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 555.153

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

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

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

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

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

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

The period length of DL_NumberOfPackets is 2.13

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 190.827

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

What is the average value of PRBs_DL_Current?

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

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

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

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

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_UL_Current?

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

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

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

The period length of PRBs_UL_Current is 64

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

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 226.727

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


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

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

The trace shows consistently weak downlink signal strength with RSRP spanning -122.6 dB to -116.0 dB; the average RSRP is -119.0 dB. Uplink radio conditions vary: UL_SNR ranged from 14.6 dB to 33.2 dB, with a mean of 20.6 dB, and UL_MCS covered 0 to 16 (mean 12.3), including a sharp increase early in the capture that raised UL_MCS to about 13.7. Downlink MCS was stable and modest, between 5.0 and 7.0 with a mean of 6.1.

Transport-layer and throughput-related metrics show intermittent traffic bursts and drops. TX_Bytes oscillated between 94,018 Bytes and 445,114 Bytes with a mean around 358,382 Bytes, including multiple notable jumps and a pronounced drop to ~120,417 Bytes. RX_Bytes stayed low, ranging from 494 Bytes to 11,296 Bytes with a mean of 4,566 Bytes. Estimated_UL_Buffer varied from 26.0 Kilobytes to 955.7 Kilobytes and averaged 237.8 Kilobytes.

Resource allocation exhibited large swings. PRBs_DL_Current moved between 20.1 and 67.3 (mean 59.2) and experienced steep dips to the low-20s during two intervals. PRB_Utilization_DL ranged from 19.0% to 63.5% and averaged 55.9%, with a major drop into the teens during one period. Uplink resource use was usually minimal: PRBs_UL_Current spanned 0.29 to 30 (mean 2.5) and PRB_Utilization_UL ranged 0.27% to 28% with a mean of 2.4%, though both showed short-lived spikes early in the capture. UL_NPRB varied from 7.0 to 51.6 and averaged 17.8, including a rapid rise to ~51.6.

Error and reliability indicators: DL_BLER ranged from 0.015 to 0.39 with a mean of 0.12 and included a spike up to ~0.22; UL_BLER ranged from 0.029 to 0.16 with a mean of 0.079.

Packet counts and protocols: DL_NumberOfPackets ranged from 0 to 1,000 with a mean of 193.5, while UL_NumberOfPackets ranged from 0 to 110 with a mean of 51.3. Traffic was overwhelmingly TCP: DL_Protocol was TCP for 88.28% of samples and UL_Protocol was TCP for 98.44% of samples.

Overall, the session shows weak downlink RSRP, variable uplink radio quality with occasional high SNR and MCS, intermittent large uplink buffer buildup and TX traffic swings, high downlink PRB usage with occasional sharp drops, and generally TCP-dominated traffic with occasional BLER spikes that could impact throughput.

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

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

The user was transitioning between zones.

Was the environment jammed or interference-free?

This period was free of jamming activity.

Was the network congested or operating normally?

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

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

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

The mean of DL_NumberOfPackets is 193.461

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

The period length of PRB_Utilization_DL is 42.67

What is the average value of PRB_Utilization_DL?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 99.956

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 593.129

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

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

The period length of DL_NumberOfPackets is 2.78

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

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

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

The period length of PRBs_DL_Current is 42.67

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

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

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

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

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

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

The variance of TX_Bytes is 6026143827.821

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 237.772

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 13326.362

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

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

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

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 16.825

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 6.1

What is the average value of PRB_Utilization_UL?

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.

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

The period length of PRBs_UL_Current is 128

What is the average value of PRBs_UL_Current?

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 128

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

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

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

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 51.273

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 18.904

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 31987.038

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 88.96

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.