Khochare, A and Simmhan, Y and Mehta, S and Agarwal, A (2022) Toward Scientific Workflows in a Serverless World. In: Proceedings - 2022 IEEE 18th International Conference on e-Science, eScience 2022, 10 - 14 October 2022, Salt Lake City, pp. 399-400.
|
PDF
eScience_2022.pdf - Published Version Download (217kB) | Preview |
Abstract
Serverless computing and FaaS have gained popularity due to their ease of design, deployment, scaling and billing on clouds. However, when used to compose and orchestrate scientific workflows, they pose limitations due to cold starts, message indirection, vendor lock-in and lack of provenance support. Here, we propose a design for a Ser verless Scientific Workflow Orchestrator that overcomes these challenges using techniques like function fusion, pilot invocations and data fabrics. © 2022 IEEE.
Item Type: | Conference Paper |
---|---|
Publication: | Proceedings - 2022 IEEE 18th International Conference on e-Science, eScience 2022 |
Publisher: | Institute of Electrical and Electronics Engineers Inc. |
Additional Information: | The copyright for this article belongs to the Authors. |
Keywords: | Cloud-computing; Cold-start; Faas; Lock-in; Scalings; Scientific workflows; Serverless; Work-flows |
Department/Centre: | Division of Interdisciplinary Sciences > Computational and Data Sciences |
Date Deposited: | 01 Feb 2023 05:38 |
Last Modified: | 01 Feb 2023 05:38 |
URI: | https://eprints.iisc.ac.in/id/eprint/79644 |
Actions (login required)
View Item |