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ASE 2021
Sun 14 - Sat 20 November 2021 Australia
Wed 17 Nov 2021 11:20 - 11:30 at Koala - Large Scale Systems Chair(s): ingo Mueller

When optimizing software for the cloud, monolithic applications need to be partitioned into many smaller microservices. While many tools have been proposed for this task, we warn that the evaluation of those approaches has been incomplete; e.g. minimal prior exploration of hyperparameter optimization. Using a set of open source Java EE applications, we show here that (a) such optimization can significantly improve microservice partitioning; and that (b) an open issue for future work is how to find which optimizer works best for different problems. To facilitate that future work, see https://github.com/yrahul3910/ase-tuned-mono2micro for a reproduction package for this research.

Wed 17 Nov

Displayed time zone: Hobart change

11:00 - 12:00
Large Scale SystemsIndustry Showcase / Research Papers at Koala
Chair(s): ingo Mueller Monash University
Groot: An Event-graph-based Approach for Root Cause Analysis in Industrial Settings
Research Papers
Hanzhang Wang eBay, Zhengkai Wu University of Illinois at Urbana-Champaign, Huai Jiang eBay, USA, Yichao Huang eBay, Jiamu Wang eBay, Selcuk Kopru eBay, Tao Xie Peking University
Lessons learned from hyper-parameter tuning for microservice candidate identification
Industry Showcase
Rahul Yedida North Carolina State University, Rahul Krishna IBM Research, Anup K. Kalia IBM Research, Tim Menzies North Carolina State University, Jin Xiao IBM Research, Maja Vukovic IBM Research
BeeSwarm: Enabling Parallel Scaling Performance Measurement in Continuous Integration for HPC Applications
Industry Showcase
Jacob Tronge Kent State University, qiang guan Kent State University, Jieyang Chen , Patricia Grubel Los Alamos National Laboratory, Tim Randles Los Alamos National Laboratory, Rusty Davis Los Alamos National Laboratory, Quincy Wofford Los Alamos National Laboratory, Steven Anaya Los Alamos National Laboratory