TY - GEN
T1 - Coded Computation Against Straggling Channel Decoders in the Cloud for Gaussian Channels
AU - Shi, Jinwen
AU - Ling, Cong
AU - Simeone, Osvaldo
AU - Kliewer, Jorg
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/6
Y1 - 2020/6
N2 - The uplink of a Cloud Radio Access Network (C-RAN) architecture is studied, where decoding in the cloud takes place at distributed decoding processors. To mitigate the impact of straggling decoders in the cloud, the cloud re-encodes the received frames via a linear code before distributing them to the decoding processors, which estimate linear combinations of the codewords. Focusing on Gaussian channels, and assuming the use of lattice codes at the users, we derive the computational rates and frame error probabilities at the cloud. The approach differs from Compute-and-Forward in that the combination of codewords is not caused by the channel but purposefully created in the cloud by encoding the received signals to reduce the decoding delay.
AB - The uplink of a Cloud Radio Access Network (C-RAN) architecture is studied, where decoding in the cloud takes place at distributed decoding processors. To mitigate the impact of straggling decoders in the cloud, the cloud re-encodes the received frames via a linear code before distributing them to the decoding processors, which estimate linear combinations of the codewords. Focusing on Gaussian channels, and assuming the use of lattice codes at the users, we derive the computational rates and frame error probabilities at the cloud. The approach differs from Compute-and-Forward in that the combination of codewords is not caused by the channel but purposefully created in the cloud by encoding the received signals to reduce the decoding delay.
UR - http://www.scopus.com/inward/record.url?scp=85090421634&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85090421634&partnerID=8YFLogxK
U2 - 10.1109/ISIT44484.2020.9174145
DO - 10.1109/ISIT44484.2020.9174145
M3 - Conference contribution
AN - SCOPUS:85090421634
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 156
EP - 161
BT - 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 IEEE International Symposium on Information Theory, ISIT 2020
Y2 - 21 July 2020 through 26 July 2020
ER -