Songze Li
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A fundamental tradeoff between computation and communication in distributed computing
S Li, MA Maddah-Ali, Q Yu, AS Avestimehr
IEEE Transactions on Information Theory 64 (1), 109-128, 2017
2492017
Coded mapreduce
S Li, MA Maddah-Ali, AS Avestimehr
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
1232015
A unified coding framework for distributed computing with straggling servers
S Li, MA Maddah-Ali, AS Avestimehr
2016 IEEE Globecom Workshops (GC Wkshps), 1-6, 2016
1072016
Lagrange coded computing: Optimal design for resiliency, security, and privacy
Q Yu, S Li, N Raviv, SMM Kalan, M Soltanolkotabi, SA Avestimehr
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
1022019
Coding for distributed fog computing
S Li, MA Maddah-Ali, AS Avestimehr
IEEE Communications Magazine 55 (4), 34-40, 2017
882017
A scalable framework for wireless distributed computing
S Li, Q Yu, MA Maddah-Ali, AS Avestimehr
IEEE/ACM Transactions on Networking 25 (5), 2643-2654, 2017
562017
Near-optimal straggler mitigation for distributed gradient methods
S Li, SMM Kalan, AS Avestimehr, M Soltanolkotabi
2018 IEEE International Parallel and Distributed Processing Symposium …, 2018
502018
Coded terasort
S Li, S Supittayapornpong, MA Maddah-Ali, S Avestimehr
2017 IEEE International Parallel and Distributed Processing Symposium …, 2017
442017
Polyshard: Coded sharding achieves linearly scaling efficiency and security simultaneously
S Li, M Yu, CS Yang, AS Avestimehr, S Kannan, P Viswanath
IEEE Transactions on Information Forensics and Security 16, 249-261, 2020
282020
Smart lighting control with workspace and ceiling sensors
D Caicedo, S Li, A Pandharipande
Lighting Research & Technology 49 (4), 446-460, 2017
282017
Coded distributed computing: Straggling servers and multistage dataflows
S Li, MA Maddah-Ali, AS Avestimehr
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
282016
Pipe-sgd: A decentralized pipelined sgd framework for distributed deep net training
Y Li, M Yu, S Li, S Avestimehr, NS Kim, A Schwing
Advances in Neural Information Processing Systems, 8045-8056, 2018
272018
Polynomially coded regression: Optimal straggler mitigation via data encoding
S Li, SMM Kalan, Q Yu, M Soltanolkotabi, AS Avestimehr
arXiv preprint arXiv:1805.09934, 2018
232018
How to optimally allocate resources for coded distributed computing?
Q Yu, S Li, MA Maddah-Ali, AS Avestimehr
2017 IEEE International Conference on Communications (ICC), 1-7, 2017
232017
Edge-facilitated wireless distributed computing
S Li, Q Yu, MA Maddah-Ali, AS Avestimehr
2016 IEEE Global Communications Conference (GLOBECOM), 1-7, 2016
212016
Gradiveq: Vector quantization for bandwidth-efficient gradient aggregation in distributed cnn training
M Yu, Z Lin, K Narra, S Li, Y Li, NS Kim, A Schwing, M Annavaram, ...
Advances in Neural Information Processing Systems, 5123-5133, 2018
182018
Compressed coded distributed computing
S Li, MA Maddah-Ali, AS Avestimehr
2018 IEEE International Symposium on Information Theory (ISIT), 2032-2036, 2018
162018
Communication-aware computing for edge processing
S Li, MA Maddah-Ali, AS Avestimehr
2017 IEEE International Symposium on Information Theory (ISIT), 2885-2889, 2017
162017
Coded distributed computing: Fundamental limits and practical challenges
S Li, Q Yu, MA Maddah-Ali, AS Avestimehr
2016 50th Asilomar Conference on Signals, Systems and Computers, 509-513, 2016
162016
Coded merkle tree: Solving data availability attacks in blockchains
M Yu, S Sahraei, S Li, S Avestimehr, S Kannan, P Viswanath
International Conference on Financial Cryptography and Data Security, 114-134, 2020
82020
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