Workshop on

Serverless To sErvE moRe at Scale

STEERS 2021

May 10 - 13, 2021. Melbourne, Australia

To be held in conjunction with the 21th IEEE/ACM CCGrid 2021

Accepted Papers


  1. Algorithms for scheduling scientific workflows on serverless architecture
    Marcin Majewski (AGH University of Science and Technology, Poland), Maciej Pawlik (AGH University of Science and Technology, Poland) and Maciej Malawski (AGH University of Science and Technology, Poland)
  2. High Performance Serverless Architecture for Deep Learning Workflows
    Dheeraj Chahal (Tata Consultancy Services, India) and Rekha Singhal (Tata Consultancy Services, India)
  3. A Reinforcement Learning Approach to Reduce Serverless Function Cold Start Frequency
    Siddharth Agarwal (The University of Melbourne, Australia), Maria A. Rodriguez (The University of Melbourne, Australia) and Rajkumar Buyya (The University of Melbourne, Australia)
  4. AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments
    Lucia Schuler (Karlsruhe Institute of Technology, Germany), Somaya Jamil (IBM Research & Development GmbH, Germany) and Niklas Kühl (Karlsruhe Institute of Technology, Germany)
  5. QoS aware FaaS platform
    Sheshadri K R (Indian Institute of Science, Bangalore, India) and Lakshmi J (Indian Institute of Science, Bangalore, India)