Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing

Songze Li; Qian Yu; Mohammad Ali Maddah-Ali; A. Salman Avestimehr

doi:10.1109/SEC.2016.11

Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing

Songze Li
, Qian Yu
, Mohammad Ali Maddah-Ali
, A. Salman Avestimehr

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Scopus citations

Abstract

We propose a scalable coded distributed computing framework for wireless distributed computing over a cluster of mobile users, in which the data shuffling across users are performed through an access point at the edge of the network. The proposed framework achieves a constant shuffling load that is independent of the number of participating users. The key idea is to utilize a particular repetitive structure of computation assignments at the users, in order to provide coding opportunities that reduce the shuffling load by a factor that grows linearly with the number of users.

Original language	English (US)
Title of host publication	Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	79-80
Number of pages	2
ISBN (Electronic)	9781509033218
DOIs	https://doi.org/10.1109/SEC.2016.11
State	Published - Dec 5 2016
Externally published	Yes
Event	1st IEEE/ACM Symposium on Edge Computing, SEC 2016 - Washington, United States Duration: Oct 27 2016 → Oct 28 2016

Publication series

Name	Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016

Conference

Conference	1st IEEE/ACM Symposium on Edge Computing, SEC 2016
Country/Territory	United States
City	Washington
Period	10/27/16 → 10/28/16

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Keywords

Coded Multicasting
Edge-Facilitated Data Shuffling
MapReduce
Repetitive Computation Assignments
Scalable Distributed Computing
Wireless Distributed Computing

Publisher link

10.1109/SEC.2016.11

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Li, S., Yu, Q., Maddah-Ali, M. A., & Avestimehr, A. S. (2016). Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing. In Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016 (pp. 79-80). Article 7774676 (Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SEC.2016.11

Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing. / Li, Songze; Yu, Qian; Maddah-Ali, Mohammad Ali et al.
Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 79-80 7774676 (Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Li, S, Yu, Q, Maddah-Ali, MA & Avestimehr, AS 2016, Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing. in Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016., 7774676, Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016, Institute of Electrical and Electronics Engineers Inc., pp. 79-80, 1st IEEE/ACM Symposium on Edge Computing, SEC 2016, Washington, United States, 10/27/16. https://doi.org/10.1109/SEC.2016.11

Li S, Yu Q, Maddah-Ali MA, Avestimehr AS. Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing. In Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 79-80. 7774676. (Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016). doi: 10.1109/SEC.2016.11

Li, Songze ; Yu, Qian ; Maddah-Ali, Mohammad Ali et al. / Poster Abstract : A scalable coded computing framework for edge-facilitated wireless distributed computing. Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 79-80 (Proceedings - 1st IEEE/ACM Symposium on Edge Computing, SEC 2016).

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title = "Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing",

abstract = "We propose a scalable coded distributed computing framework for wireless distributed computing over a cluster of mobile users, in which the data shuffling across users are performed through an access point at the edge of the network. The proposed framework achieves a constant shuffling load that is independent of the number of participating users. The key idea is to utilize a particular repetitive structure of computation assignments at the users, in order to provide coding opportunities that reduce the shuffling load by a factor that grows linearly with the number of users.",

keywords = "Coded Multicasting, Edge-Facilitated Data Shuffling, MapReduce, Repetitive Computation Assignments, Scalable Distributed Computing, Wireless Distributed Computing",

author = "Songze Li and Qian Yu and Maddah-Ali, \{Mohammad Ali\} and Avestimehr, \{A. Salman\}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 1st IEEE/ACM Symposium on Edge Computing, SEC 2016 ; Conference date: 27-10-2016 Through 28-10-2016",

year = "2016",

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Poster Abstract: A scalable coded computing framework for edge-facilitated wireless distributed computing

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