Exploring FPGA Acceleration for Distributed Serverless Computing

Serverless computing has become a popular cloud computing paradigm. However, its deployment abstraction entails significant performance overheads. We explore the potential for enabling serverless computing on FPGAs and present some early results that show the concurrency and scalability benefits on...

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Vydáno v:International Conference on Field-programmable Logic and Applications s. 345 - 346
Hlavní autoři: Yang, Ziyi, Fahmy, Suhaib A.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 04.09.2023
Témata:
Concurrent computing
Field programmable gate arrays
Scalability
Serverless computing
ISSN:1946-1488
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Shrnutí:Serverless computing has become a popular cloud computing paradigm. However, its deployment abstraction entails significant performance overheads. We explore the potential for enabling serverless computing on FPGAs and present some early results that show the concurrency and scalability benefits on a stream processing workload. The FPGA enables flows of network data to flow directly into accelerators, which is beneficial for scenarios involving large packets and multiple request streams.
ISSN:1946-1488
DOI:10.1109/FPL60245.2023.00059