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Acceleration-as-a-{\mu}Service: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, GPUs and Disaggregated FPGAs by Diamantopoulos, Dionysios; Polig, Raphael; Ringlein, Burkhard; Purandare, Mitra; Weiss, Beat; Hagleitner, Christoph; Lantz, Mark; Abel, Francois is a scholarly article available to read on EtoBox.

What is Acceleration-as-a-{\mu}Service: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, GPUs and Disaggregated FPGAs about?

The evolution of cloud applications into loosely-coupled microservices opens new opportunities for hardware accelerators to improve workload performance. Existing accelerator techniques for cloud sacrifice the consolidation benefits of microservices. This paper presents CloudiFi, a framework to deploy and compare accelerators as a cloud service. We evaluate our framework in the context of a financial workload and present early results indicating up to 485x gains in microservice response time.

Author

Diamantopoulos, Dionysios; Polig, Raphael; Ringlein, Burkhard; Purandare, Mitra; Weiss, Beat; Hagleitner, Christoph; Lantz, Mark; Abel, Francois

Published

2021

Language

EN