A Case of Multi-Resource Fairness for Serverless Workflows (Work In Progress Paper)
Amit Kumar Samanta, Ryan Stutsman · 2023
Serverless platforms have exploded in popularity in recent years, but, today, these platforms are still unsuitable for large classes of applications. They perform well for batch-oriented workloads that perform coarse transformations over data asynchronously, but their lack of clear service level agreements (SLAs), high per-invocation overheads, and interference make deploying online applications with stringent response time demands impractical.