FaaSMem: Improving Memory Efficiency of Serverless Computing with Memory Pool Architecture
Chuhao Xu, Yiyu Liu, Zijun Li, Quan Chen, Han Zhao, Deze Zeng, Qian Peng, Xueqi Wu, Haifeng Zhao, S.S. Fu, Minyi Guo
Abstract
In serverless computing, an idle container is not recycled directly, in order to mitigate time-consuming cold container startup. These idle containers still occupy the memory, exasperating the memory shortage of today's data centers. By offloading their cold memory to remote memory pool could potentially resolve this problem. However, existing offloading policies either hurt the Quality of Service (QoS) or are too coarse-grained in serverless computing scenarios.
Topics & Concepts
Computer scienceComputer architectureArchitectureMemory managementParallel computingMemory architectureDistributed computingOperating systemSemiconductor memoryVisual artsArtCloud Computing and Resource ManagementCaching and Content DeliveryAdvanced Data Storage Technologies