This repository contains one version of the source code for our NSDI'24 paper "Jolteon: Unleashing the Promise of Serverless for Serverless Workflows" [Paper].
- ML-Pipeline/, Video-Analytics/ and TPC-DS/
- The source code of three workflows used in the evaluation.
- profiles/
- The profile results of the three workflows, which are based on AWS lambda.
- workflow/
- The source code of Jolteon, which contains the execution engine, performance model and scheduling algorithm.
- Hardware
- Register the function on AWS Lambda & Store data in AWS S3 & one c5.12xlarge EC2 instance for depolying Jolteon
- Register the function on AWS Lambda & Store data in AWS S3 & one c5.12xlarge EC2 instance for depolying Jolteon
- Software
- Please refer to
repo/requirements.txt
andrepo/aws_setup.sh
.
- Please refer to
Please refer to repo/workflow/README.md
for details.
For any question, please contact zzlcs at pku dot edu dot cn
or chaojin at pku dot edu dot cn
.