A Unified Coding Framework for Distributed Computing with Straggling Servers

B. C. Arnold, N. Balakrishnan, and H. N. Nagaraja, A first course in order statistics . Siam, 1992, vol. 54

1992

Earlier work this paper cites.

R. Ahlswede, N. Cai, S.-Y. R. Li, and R. W. Yeung, “Network information flow,” IEEE Trans. Inf. Theory , vol. 46, no. 4, July 2000

2000

Earlier work this paper cites.

J. Dean and S. Ghemawat, “MapReduce: Simplified data processing on large clusters,” Sixth USENIX OSDI , Dec. 2004

2004

Earlier work this paper cites.

Y. Birk and T. Kol, “Coding on demand by an informed source (ISCOD) for efficient broadcast of different supplemental data to caching clients,” IEEE Trans. Inf. Theory , vol. 52, no. 6, pp. 2825–2830, June 2006

2006

Earlier work this paper cites.

M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica, “Spark: cluster computing with working sets,” 2nd USENIX HotCloud , vol. 10, p. 10, June 2010

2010

Earlier work this paper cites.

Z. Bar-Yossef, Y. Birk, T. Jayram, and T. Kol, “Index coding with side information,” IEEE Trans. Inf. Theory , vol. 57, no. 3, Mar. 2011

2011

Earlier work this paper cites.

M. A. Maddah-Ali and U. Niesen, “Fundamental limits of caching,” IEEE Trans. Inf. Theory , vol. 60, no. 5, Mar. 2014

2014

Cited alongside, same era.

——, “Decentralized coded caching attains order-optimal memory-rate tradeoff,” IEEE/ACM Trans. Netw. , Apr. 2014

2014

Cited alongside, same era.

——, “Coded MapReduce,” 53rd Allerton Conference , Sept. 2015

2015

Cited alongside, same era.

K. Lee, M. Lam, R. Pedarsani, D. Papailiopoulos, and K. Ramchandran, “Speeding up distributed machine learning using codes,” e-print arXiv:1512.02673 , Dec. 2015

Original

2015

Cited alongside, same era.

S. Li, M. A. Maddah-Ali, Q. Yu, and A. S. Avestimehr, “A fundamental tradeoff between computation and communication in distributed computing,” e-print arXiv:1604.07086 , Apr. 2016, submitted to IEEE Trans. Inf. Theory

Original

2016

Cited alongside, same era.

S. Li, M. A. Maddah-Ali, and A. S. Avestimehr, “Fundamental tradeoff between computation and communication in distributed computing,” IEEE ISIT , July 2016

2016

Closest in time.

——, “Speeding up distributed machine learning using codes,” IEEE ISIT , July 2016

2016

Closest in time.

S. Li, Q. Yu, M. A. Maddah-Ali, and A. S. Avestimehr, “A scalable framework for wireless distributed computing,” e-print arXiv:1608.05743 , Aug. 2016, submitted to IEEE/ACM Trans. Netw

Original

2016

Closest in time.

——, “Edge-facilitated wireless distributed computing,” IEEE GLOBECOM , Dec. 2016

2016

Closest in time.

M. Ji, G. Caire, and A. F. Molisch, “Fundamental limits of caching in wireless D2D networks,” IEEE Trans. Inf. Theory , Feb. 2016

2016

Closest in time.