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DTSTAMP:20240116T185911Z
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UID:submissions.supercomputing.org_SC23_sess290_drs121@linklings.com
SUMMARY:High Performance Serverless for HPC and Clouds
DESCRIPTION:Doctoral Showcase, Posters\n\nMarcin Copik (ETH Zürich)\n\nFun
 ction-as-a-Service (FaaS) computing brought a fundamental shift in resourc
 e management. It allowed for new and better solutions to the problem of lo
 w resource utilization, an issue that has been known in data centers for d
 ecades. The problem persists as the frequently changing resource availabil
 ity cannot be addressed entirely with techniques such as persistent cloud 
 allocations and batch jobs. The elastic fine-grained tasking and largely u
 nconstrained scheduling of FaaS create new opportunities. Still, modern se
 rverless platforms struggle to achieve the high performance needed for the
  most demanding and latency-critical workloads. Furthermore, many applicat
 ions cannot be “FaaSified” without non-negligible loss in performance, and
  the short and stateless functions employed in FaaS must be easy to progra
 m, debug, and optimize. By solving the fundamental performance challenges 
 of FaaS, we can build a fast and efficient programming model that brings i
 nnovative cloud techniques into HPC data centers, allowing users to benefi
 t from pay-as-you-go billing and helping operators to decrease running cos
 ts and their environmental impact. My PhD research attempts to bridge the 
 gap between high-performance programming and modern FaaS computing framewo
 rks. I have been working on tailored solutions for different levels of the
  FaaS computing stack: from computing and network devices to high-level op
 timizations and efficient system designs.\n\nTag: Cloud Computing\n\nRegis
 tration Category: Tech Program Reg Pass, Exhibits Reg Pass
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