Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication

Author:

Mallick Ankur1,Chaudhari Malhar2,Sheth Utsav3,Palanikumar Ganesh4,Joshi Gauri1

Affiliation:

1. Carnegie Mellon University, Pittsburgh, PA, USA

2. Oracle Corporation, Redwood City, CA, USA

3. Automation Anywhere, San Jose, CA, USA

4. Apple Inc., Cupertino, CA, USA

Funder

National Science Foundation

Publisher

ACM

Reference6 articles.

1. Amazon. 2006. Amazon Web Services EC2. https://aws.amazon.com/ec2/. Amazon. 2006. Amazon Web Services EC2. https://aws.amazon.com/ec2/.

2. The tail at scale

3. Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos and Kannan Ramchandran. 2017. Speeding Up Distributed Machine Learning Using Codes. IEEE Transactions on Information Theory (2017). Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos and Kannan Ramchandran. 2017. Speeding Up Distributed Machine Learning Using Codes. IEEE Transactions on Information Theory (2017).

4. Michael Luby. 2002. LT codes. In null. IEEE 271. Michael Luby. 2002. LT codes. In null. IEEE 271.

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