????<i>unc</i>X: Federated Function as a Service for Science<i /> <i />

نویسندگان

چکیده

ƒ unc X is a distributed function as service (FaaS) platform that enables flexible, scalable, and high performance remote execution. Unlike centralized FaaS systems, decouples the cloud-hosted management functionality from edge-hosted execution functionality. X's endpoint software can be deployed, by users or administrators, on arbitrary laptops, clouds, clusters, supercomputers, in effect turning them into serving systems. provides single location for registering, sharing, managing both functions endpoints. It allows transparent, secure, reliable across federated ecosystem of endpoints—enabling to route endpoints based specific needs. uses containers (e.g., Docker, Singularity, Shifter) provide common environments implements various container strategies execute with efficiency diverse also integrates an in-memory data store Globus may span We motivate need X, present our prototype design implementation, demonstrate, via experiments two scale more than 130000 concurrent workers. show warming-aware routing algorithm reduce completion time 3,000 up 61% compared randomized speed transfers 3x shared file system.

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ژورنال

عنوان ژورنال: IEEE Transactions on Parallel and Distributed Systems

سال: 2022

ISSN: ['1045-9219', '1558-2183', '2161-9883']

DOI: https://doi.org/10.1109/tpds.2022.3208767