Here we provide datasets of a comprehensive set of uplink experiments between one srseNB and one srsUE node using a wireless channel in band 3.
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srslte_v18.09.csv is the dataset used in DOI: 10.1145/3300061.3345431 with srsLTE v.18.09
"CPU": CPU policy as defined in DOI: 10.1145/3300061.3345431
"MCS": Fix MCS used for uplink transmission
"SNR": Mean SNR mesuared
"bsr": Mean Buffer State Report information as received by the eNB
"buff_state1": Buffer state at the UE
"buff_state2": Buffer state at the UE
"dec_error": Mean decoding error rate measured
"net_load": Mean load of Poisson-generated traffic (% of the saturation throughput with MCS 18)
"throughput": Mean throughput measured (using TBS) (Mb/s)
"txgain": TX gain at the UE
"what": Type of host (computing) device -
srslte_v19.03.csv is a newer and more comprehensive datased using srsLTE v.19.03
"device": Type of host (computing) device
"cpu": CPU policy as defined in DOI: 10.1145/3300061.3345431
"mcs": Fix MCS used for uplink transmission
"txpower": Tx power at the UE (dBm)
"mean_traffic_load": Mean load of Poisson-generated traffic (Mb/s)
"max_capacity": Max. throughput (using TBS, i.e., includding padding) measured for current load (given all txpower, mcs and cpu policies) "max_gp_capacity": Max. goodput (data rate sent to application layer) measured for current load (given all txpower, mcs and cpu policies) "mean_thr": Mean throughput measured (using TBS) (Mb/s)
"mean_gput": Mean application-layer throughput (Mb/s)
"mean_snr": Mean SNR mesuared
"mean_q7": Mean QoS performance when Q=7000 bytes as defined in DOI: 10.1145/3300061.3345431
"mean_q11": Mean QoS performance when Q=11000 bytes as defined in DOI: 10.1145/3300061.3345431
"mean_q25": Mean QoS performance when Q=25000 bytes as defined in DOI: 10.1145/3300061.3345431
"mean_bler": Mean bit error rate measured
"mean_bsr": Mean Buffer States Reports "mean_it": Mean number of turbodecoder iterations
"mean_dectime": Mean subframe decoding time (usec)
"mean_overflows": Mean number of overflows (O) from UHD driver
"mean_underflows": Mean number of underflows (U) from UHD driver
"mean_lates": Mean number of Lates (L) from UHD driver "count": Number of experiments to compute mean and std. dev with equal configuration of <device, cpu, max_mcs, mean_txpower, mean_traffic_load>
If you use any code please cite the following:
@article{ayala2020vrain,
title={vrAIn: Deep Learning based Orchestration for Computing and Radio Resources in vRANs},
author={Ayala-Romero, Jose A and Garcia-Saavedra, Andres and Gramaglia, Marco and Costa-Perez, Xavier and Banchs, Albert and Alcaraz, Juan J},
journal={IEEE Transactions on Mobile Computing},
year={2020},
publisher={IEEE}
}
@inproceedings{ayala2019vrain,
title={vrAIn: A deep learning approach tailoring computing and radio resources in virtualized RANs},
author={Ayala-Romero, Jose A and Garcia-Saavedra, Andres and Gramaglia, Marco and Costa-Perez, Xavier and Banchs, Albert and Alcaraz, Juan J},
booktitle={The 25th Annual International Conference on Mobile Computing and Networking},
pages={1--16},
year={2019}