Year: 2021
Type: preprint
Abstract: Code initialization -- the step of loading code, executing static code, filling caches, and forming re-used connections -- tends to dominate cold-start time in serverless compute systems such as AWS Lambda. Post-initialization memory snapshots, cloned and restored on start, have emerged as a viable solution to this problem, with incremental snapshot and fast restore support in VMMs like Firecracker. Saving memory introduces the challenge of managing high-value memory contents, such as cryptographic secrets. Cloning introduces the challenge of restoring the uniqueness of the VMs, to allow them to do unique things like generate UUIDs, secrets, and nonces. This paper examines solutions to these problems in the every microsecond counts context of serverless cold-start, and discusses the state-of-the-art of available solutions. We present two new interfaces aimed at solving this problem -- MADV\_WIPEONSUSPEND and SysGenId -- and compare them to alternative solutions.
Source: arXiv (Cornell University)
Authors: Brooker, Marc, Catangiu, Adrian Costin, Danilov, Mike, Graf, Alexander, MacCarthaigh, Colm, Sandu, Andrei
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W3130368026