Serverless linear algebra

Author:

Shankar Vaishaal1,Krauth Karl1,Vodrahalli Kailas2,Pu Qifan3,Recht Benjamin1,Stoica Ion1,Ragan-Kelley Jonathan4,Jonas Eric5,Venkataraman Shivaram6

Affiliation:

1. UC Berkeley

2. Stanford

3. Google

4. MIT CSAIL

5. University of Chicago

6. University of Wisconsin-Madison

Publisher

ACM

Reference41 articles.

1. Communication-Avoiding QR Decomposition for GPUs

2. athena [n.d.]. Amazon Athena. http://aws.amazon.com/athena/. athena [n.d.]. Amazon Athena. http://aws.amazon.com/athena/.

3. aws-lambda-mapred [n.d.]. Serverless Reference Architecture: MapReduce. https://github.com/awslabs/lambda-refarch-mapreduce. aws-lambda-mapred [n.d.]. Serverless Reference Architecture: MapReduce. https://github.com/awslabs/lambda-refarch-mapreduce.

4. Communication-optimal Parallel and Sequential Cholesky Decomposition

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3. FSD-Inference: Fully Serverless Distributed Inference with Scalable Cloud Communication;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

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