The less server architecture for cloud functions.

Middleware '17: 18th International Middleware Conference Las Vegas Nevada December, 2017(2017)

引用 3|浏览20
暂无评分
摘要
Serverless execution model is becoming an increasingly prominent choice to host data processing applications. In this event-based model, predefined stateless functions are triggered for execution on an event when new data becomes available. We make two critical observations in this framework - first, data sources in the serverless framework are largely-consistent, causing lot of data duplication, and second, stateless functions are deterministic, i.e., they compute same result on multiple applications of duplicate data. Leveraging these two insights in this work, we introduce Sanity, a novel storage de-duplication framework for serverless platform that not only performs data de-duplication but also de-duplicates events to avoid redundant execution of stateless functions. This helps improve overall throughput of the serverless platform through execution of mostly unique functions. We present the design of Sanity for a continuous container vulnerability check use-case and discuss its performance implications.
更多
查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要