Latency and energy characterization of 5G LDPC FEC Decoding on CPU and GPU

Lo Schiavo, Leonardo;Garcia-Aviles, Gines;Garcia-Saavedra, Andres;Gramaglia, Marco;Fiore, Marco;Banchs, Albert;Costa-Perez, Xavier

Description

CloudRIC is a system that meets specific reliability targets in 5G FEC processing while sharing pools of heterogeneous processors among DUs, which leads to more cost- and energy-efficient vRANs. The details of the solution are presented in CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing. These repository provides a dataset, analyzed therein, with experiments carried out with different 5G LDPC decoding processors: (i) Intel FlexRAN library and two open-source alternative libraries on an Intel Xeon Gold 6240R CPU, and (ii) a proprietary driver on an NVIDIA GPU V100.See README file for a description of the dataset.

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Mentions (0)

Metrics

Dataset Index

0.2

FAIR Score

44%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Computer Networks and Communications

Field

Computer Science

Domain

Physical Sciences

Confidence Score

58%

Source

Scholar Data Model

Normalization Factors

FT

65.38

CTw

1.00

MTw

1.00