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ServerlessMemory employs a sliding-window-based memory management strategy inspired by the garbage collection mechanisms used in the programming language to effectively segregate hot\/cold data and provides fine-grained elasticity, good performance, and a pay-per-access cost model with extremely low cost.<\/jats:p>\n          <jats:p>We then design and implement InfiniStore, a persistent and elastic cloud storage system, which seamlessly couples the function-based ServerlessMemory layer with a persistent, inexpensive cloud object store layer. InfiniStore enables durability despite function failures using a fast parallel recovery scheme built on the auto-scaling functionality of a FaaS (Function-as-a-Service) platform. We evaluate InfiniStore extensively using both microbenchmarking and two real-world applications. Results show that InfiniStore has more performance benefits for objects larger than 10 MB compared to AWS ElastiCache and Anna, and InfiniStore achieves 26.25% and 97.24% tenant-side cost reduction compared to InfiniCache and ElastiCache, respectively.<\/jats:p>","DOI":"10.14778\/3587136.3587139","type":"journal-article","created":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T23:11:35Z","timestamp":1683587495000},"page":"1629-1642","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["InfiniStore: Elastic Serverless Cloud Storage"],"prefix":"10.14778","volume":"16","author":[{"given":"Jingyuan","family":"Zhang","sequence":"first","affiliation":[{"name":"George Mason University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ao","family":"Wang","sequence":"additional","affiliation":[{"name":"George Mason University and Alibaba Group"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaolong","family":"Ma","sequence":"additional","affiliation":[{"name":"University of Nevada, Reno"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Carver","sequence":"additional","affiliation":[{"name":"George Mason University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicholas John","family":"Newman","sequence":"additional","affiliation":[{"name":"George Mason University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Anwar","sequence":"additional","affiliation":[{"name":"University of Minnesota"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lukas","family":"Rupprecht","sequence":"additional","affiliation":[{"name":"IBM Research"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vasily","family":"Tarasov","sequence":"additional","affiliation":[{"name":"IBM Research"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dimitrios","family":"Skourtis","sequence":"additional","affiliation":[{"name":"Redpanda Data"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feng","family":"Yan","sequence":"additional","affiliation":[{"name":"University of Houston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Cheng","sequence":"additional","affiliation":[{"name":"University of Virginia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,5,8]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1807128.1807165"},{"key":"e_1_2_1_2_1","volume-title":"CLOC: Count Lines of Code. https:\/\/github.com\/AlDanial\/cloc\/.","year":"2022","unstructured":"AlDanial. 2022 . 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