Companion of the 2022 ACM/SPEC International Conference
ICPE'22 is in the past, and for the first time the conference's companion proceedings are published in form of post-conference proceedings. The main motivation of this was to give authors of workshop or short papers an opportunity to improve their archived research papers based on discussions during the conference. This post-proceedings collect material for the following tracks:
Work-in-Progress and Vision Track: The work-in-progress and vision track this year was organized by Cristina L. Abad. The goal of this track was for attendees to present, and get feedback on, early ideas. Two papers were accepted in this track.
Poster and Demonstrations Track: Christoph Laaber and Wen Xia headed the poster and demonstrations track. Four papers were accepted and presented in a special session on the first conference day.
Tutorials: Under the leadership of David Daly and Shuibing He, three high-quality tutorials were organized at the conference this year: - "Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation", by Shreshth Tuli and Giuliano Casale - "Automated Benchmarking of cloud-hosted DBMS with benchANT", by Daniel Seybold and Jörg Domaschka - "SPEC Server Efficiency Benchmark Development - How to Contribute to the Future of Energy Conservation", by Maximilian Meissner, Klaus-Dieter Lange, Jeremy Arnold, Sanjay Sharma, Roger Tipley, Nishant Rawtani, David Reiner, Mike Petrich, Aaron Cragin
Data Challenge Track: The first data challenge track ever at ICPE was organized by Cor-Paul Bezemer (University of Alberta), David Daly (MongoDB) and Weiyi Shang (Concordia University), with the support of 5 PC members. In this track, an industrial performance dataset was provided by MongoDB. The participants were invited to come up with research questions about the dataset, and study those. The challenge was open-ended: participants can choose the research questions that they find most interesting. The data challenge track accepted 4 short papers, in which the proposed approaches and/or tools and their findings are discussed.
ICPE 2022 Welcome
General Chairs
Dan Feng, Huazhong University of Science and Technology, Wuhan, China
Steffen Becker, University of Stuttgart, Germany
Program Chairs
Nikolas Herbst, University of Würzburg, Germany
Philipp Leitner, Chalmers and University of Gothenburg
ICPE 2022 Conference Organization
Table of contents
- Work-in-Progress and Vision Track
- Poster and Demonstrations Track
- Tutorials
- Data Challenge Track
- HotCloudPerf 2022
- LTB 2022
- WOSP-C 2022
- PECS 2022
Work-in-Progress and Vision Track
FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles: Vision Paper
- Authors
- Marius Hadry
- Veronika Lesch
- Samuel Kounev
- DOI
- 10.1145/3491204.3527493
- Pages
- 1 -- 5
B-MEG: Bottlenecked-Microservices Extraction Using Graph Neural Networks
- Authors
- Gagan Somashekar
- Anurag Dutt
- Rohith Vaddavalli
- Sai Bhargav Varanasi
- Anshul Gandhi
- DOI
- 10.1145/3491204.3527494
- Pages
- 7 -- 11
Poster and Demonstrations Track
SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper
- Authors
- André Bauer
- Mark Leznik
- Md Shahriar Iqbal
- Daniel Seybold
- Igor Trubin
- Benjamin Erb
- Jörg Domaschka
- Pooyan Jamshidi
- DOI
- 10.1145/3491204.3527495
- Pages
- 13 -- 14
SPEChpc 2021 Benchmark Suites for Modern HPC Systems:
- Authors
- Junjie Li
- Alexander Bobyr
- Swen Boehm
- William Brantley
- Holger Brunst
- Aurelien Cavelan
- Sunita Chandrasekaran
- Jimmy Cheng
- Florina M. Ciorba
- Mathew Colgrove
- Tony Curtis
- Christopher Daley
- Mauricio Ferrato
- Mayara Gimenes de Souza
- Nick Hagerty
- Robert Henschel
- Guido Juckeland
- Jeffrey Kelling
- Kelvin Li
- Ron Lieberman
- Kevin McMahon
- Egor Melnichenko
- Mohamed Ayoub Neggaz
- Hiroshi Ono
- Carl Ponder
- Dave Raddatz
- Severin Schueller
- Robert Searles
- Fedor Vasilev
- Veronica Melesse Vergara
- Bo Wang
- Bert Wesarg
- Sandra Wienke
- Miguel Zavala
- DOI
- 10.1145/3491204.3527498
- Pages
- 15 -- 16
MAPLE: Model Aggregation and Prediction for Learned Ecosystem
- Authors
- Chetan Phalak
- Dheeraj Chahal
- Aniruddha Sen
- Mayank Mishra
- Rekha Singhal
- DOI
- 10.1145/3491204.3527497
- Pages
- 17 -- 18
HLS_Profiler: Non-Intrusive Profiling tool for HLS based Applications
- Authors
- Nupur Sumeet
- Deeksha Deeksha
- Manoj Nambiar
- DOI
- 10.1145/3491204.3527496
- Pages
- 19 -- 20
Tutorials
SPEC Efficiency Benchmark Development: How to Contribute to the Future of Energy Conservation
- Authors
- Maximilian Meissner
- Klaus-Dieter Lange
- Jeremy Arnold
- Sanjay Sharma
- Roger Tipley
- Nishant Rawtani
- David Reiner
- Mike Petrich
- Aaron Cragin
- DOI
- 10.1145/3491204.3527492
- Pages
- 21 -- 24
Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation:
- Authors
- Shreshth Tuli
- Giuliano Casale
- DOI
- 10.1145/3491204.3527490
- Pages
- 25 -- 28
Data Challenge Track
Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning: Data Challenge Paper
- Authors
- André Bauer
- Martin Straesser
- Lukas Beierlieb
- Maximilian Meissner
- Samuel Kounev
- DOI
- 10.1145/3491204.3527486
- Pages
- 29 -- 32
Characterizing and Triaging Change Points:
- Authors
- Jie Chen
- Haiyang Hu
- Dongjin Yu
- DOI
- 10.1145/3491204.3527487
- Pages
- 33 -- 37
Beware of the Interactions of Variability Layers When Reasoning about Evolution of MongoDB:
- Authors
- Luc Lesoil
- Mathieu Acher
- Arnaud Blouin
- Jean-Marc Jézéquel
- DOI
- 10.1145/3491204.3527489
- Pages
- 39 -- 43
Change Point Detection for MongoDB Time Series Performance Regression:
- Authors
- Mark Leznik
- Md Shahriar Iqbal
- Igor Trubin
- Arne Lochner
- Pooyan Jamshidi
- André Bauer
- DOI
- 10.1145/3491204.3527488
- Pages
- 45 -- 48
HotCloudPerf 2022
FaaSET: A Jupyter Notebook to Streamline Every Facet of Serverless Development
- Authors
- Robert Cordingly
- Wes Lloyd
- DOI
- 10.1145/3491204.3527464
- Pages
- 49 -- 52
Beauty and the Beast: A Case Study on Performance Prototyping of Data-Intensive Containerized Cloud Applications
- Authors
- Floriment Klinaku
- Martina Rapp
- Jörg Henss
- Stephan Rhode
- DOI
- 10.1145/3491204.3527482
- Pages
- 53 -- 60
Measuring Baseline Overheads in Different Orchestration Mechanisms for Large FaaS Workflows:
- Authors
- George Kousiouris
- Chris Giannakos
- Konstantinos Tserpes
- Teta Stamati
- DOI
- 10.1145/3491204.3527467
- Pages
- 61 -- 68
Characterizing X86 and ARM Serverless Performance Variation: A Natural Language Processing Case Study
- Authors
- Danielle Lambion
- Robert Schmitz
- Robert Cordingly
- Navid Heydari
- Wes Lloyd
- DOI
- 10.1145/3491204.3543506
- Pages
- 69 -- 75
MiSeRTrace: Kernel-level Request Tracing for Microservice Visibility
- Authors
- Thrivikraman V
- Vishnu R. Dixit
- Nikhil Ram S
- Vikas K. Gowda
- Santhosh Kumar Vasudevan
- Subramaniam Kalambur
- DOI
- 10.1145/3491204.3527462
- Pages
- 77 -- 80
TaskFlow: An Energy- and Makespan-Aware Task Placement Policy for Workflow Scheduling through Delay Management
- Authors
- Laurens Versluis
- Alexandru Iosup
- DOI
- 10.1145/3491204.3527466
- Pages
- 81 -- 88
LTB 2022
CTT: Load Test Automation for TOSCA-based Cloud Applications
- Authors
- Thomas F. Düllmann
- André van Hoorn
- Vladimir Yussupov
- Pelle Jakovits
- Mainak Adhikari
- DOI
- 10.1145/3491204.3527484
- Pages
- 89 -- 96
Benchmarking Runtime Scripting Performance in Wasmer:
- Authors
- Devon Hockley
- Carey Williamson
- DOI
- 10.1145/3491204.3527477
- Pages
- 97 -- 104
WOSP-C 2022
How is Transient Behavior Addressed in Practice?: Insights from a Series of Expert Interviews
- Authors
- Samuel Beck
- Sebastian Frank
- Alireza Hakamian
- André van Hoorn
- DOI
- 10.1145/3491204.3527483
- Pages
- 105 -- 112
Design-time Performability Optimization of Runtime Adaptation Strategies:
- Authors
- Martina Rapp
- Max Scheerer
- Ralf Reussner
- DOI
- 10.1145/3491204.3527471
- Pages
- 113 -- 120
Analysis of Garbage Collection Patterns to Extend Microbenchmarks for Big Data Workloads:
- Authors
- Samyak S. Sarnayak
- Aditi Ahuja
- Pranav Kesavarapu
- Aayush Naik
- Santhosh Kumar V.
- Subramaniam Kalambur
- DOI
- 10.1145/3491204.3527473
- Pages
- 121 -- 128
A Multiserver Approximation for Cloud Scaling Analysis:
- Authors
- Siyu Zhou
- Murray Woodside
- DOI
- 10.1145/3491204.3527472
- Pages
- 129 -- 136
PECS 2022
Experience and Guidelines for Sorting Algorithm Choices and Their Energy Efficiency:
- Authors
- Maximilian Meissner
- Supriya Kamthania
- Nishant Rawtani
- James Bucek
- Klaus-Dieter Lange
- Samuel Kounev
- DOI
- 10.1145/3491204.3527468
- Pages
- 137 -- 144
Performance Evaluation of GraphCore IPU-M2000 Accelerator for Text Detection Application:
- Authors
- Nupur Sumeet
- Karan Rawat
- Manoj Nambiar
- DOI
- 10.1145/3491204.3527469
- Pages
- 145 -- 152