Accepted Papers

Research Track

Title Authors Name and Main Affiliation
An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series André Bauer (University of Würzburg); Marwin Züfle (University of Würzburg); Johannes Grohmann (University of Würzburg); Norbert Schmitt (University of Würzburg); Nikolas Herbst (University of Würzburg); Samuel Kounev (University of Würzburg)
Microservices: A Performance Tester’s Dream or Nightmare? Simon Eismann (Universität Würzburg); Cor-Paul Bezemer (University of Alberta); Weiyi Shang (Concordia University); André van Hoorn (University of Stuttgart); Dušan Okanović (University of Stuttgart)
A Framework for Optimizing Resource Usage of Service-Based Applications Through Multi-Version Containers Sara Gholami (University of Alberta); Alireza Goli (University of Alberta); Cor-Paul Bezemer (University of Alberta); Hamzeh Khazaei (University of York)
Detecting Latency Degradation Patterns in Microservice-based Applications Vittorio Cortellessa (Universita’ dell’Aquila); Luca Traini (Universita’ dell’Aquila)
Transferring Pareto Frontiers Across Heterogeneous Hardware Environments Pavel Valov (University of Waterloo); Jianmei Guo (Alibaba Group); Krzysztof Czarnecki (University of Waterloo)
Modeling of Request Cloning in Cloud Server Systems using Processor Sharing Tommi Nylander (Lund University); Johan Ruuskanen (Lund University); Karl-Erik Arzen (Lund University); Martina Maggio (Lund University)
Had You Looked Where I’m Looking? Cross-user Similarities in Viewing Behavior for 360-degree Video and Caching Implications Niklas Carlsson (Linkoping University); Derek Eager (University of Saskatchewan)
How Are Performance Issues Caused and Resolved?—An Empirical Study from a Design Perspective Yutong Zhao (Stevens Institute of Technology); Lu Xiao (Stevens Institute of Technology); Xiao Wang (Stevens Institute of Technology); Lei Sun (Stevens Institute of Technology); Bihuan Chen (Fudan University); Yang Liu (Nanyang Technological University); Andre Bondi (Stevens Institute of Technology)
A fully structure-driven performance analysis of sparse matrix-vector multiplication Prabhjot Sandhu (McGill University); Clark Verbrugge (McGill University); Laurie Hendren (McGill University)
Duet Benchmarking: Improving Measurement Accuracy in the Cloud Lubomír Bulej (Charles University); François Farquet (Oracle Labs); Vojtěch Horký (Charles University); Aleksandar Prokopec (Oracle Labs); Petr Tuma (Charles University)
Predicting the Costs of Serverless Workflows Simon Eismann (Universität Würzburg); Johannes Grohmann (Universität Würzburg); Erwin van Eyk (Delft University of Technology); Nikolas Herbst (Universität Würzburg); Samuel Kounev (Universität Würzburg)
Learning Queuing Networks by Recurrent Neural Networks Giulio Garbi (IMT School For Advanced Studies Lucca); Emilio Incerto (IMT School For Advanced Studies Lucca); Mirco Tribastone (IMT School For Advanced Studies Lucca)
Workload Diffusion Modeling for Distributed Applications in Fog/Edge Computing Environments Thang Le Duc (Umeå University); Mark Leznik (Ulm University); Jörg Domaschka (Ulm University); Per-Olov Östberg (Umeå University)
GAPP: A Fast Profiler for Detecting Serialization Bottlenecks in Parallel Linux Applications Reena Nair (Imperial College London); Tony Field (Imperial College London)
Sampling Effect on Performance Prediction of Configurable Systems: A Case Study Juliana Alves Pereira (University of Rennes, Inria, CNRS, IRISA); Mathieu Acher (University of Rennes, Inria, CNRS, IRISA); Hugo Martin (University of Rennes, Inria, CNRS, IRISA); Jean-Marc Jézéquel (University of Rennes, Inria, CNRS, IRISA)
Software Performance Antipatterns in Cyber-Physical Systems Connie Smith (PES)
The Performance Cost of Software-based Security Mitigations Lucy Bowen (California Polytechnic State University, San Luis Obispo); Christopher Lupo (California Polytechnic State University, San Luis Obispo)
A Contention Aware Web of Things (WoT) Benchmarking Testbed Raoufehsadat Hashemian Harandi (University of Calgary); Diwakar Krishnamurthy (University of Calgary); Niklas Carlsson (Linkoping University); Martin Arlitt (University of Calgary)
Throughput Prediction of Asynchronous SGD in TensorFlow Zhuojin Li (University of Southern California); Wumo Yan (University of Southern California); Marco Paolieri (University of Southern California); Leana Golubchik (University of Southern California)
Taming Energy Consumption Variations in Systems Benchmarking Zakaria Ournani (Orange LABS / INRIA); Mohammed Chakib Belgaid (Univ. Lille / Inria); Romain Rouvoy (Univ. Lille / Inria / IUF); Pierre Rust (Orange LABS); Joel Penhoat (Orange LABS); Lionel Seinturier (INRIA)
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs Cheng Li (University of Illinois Urbana-Champaign); Abdul Dakkak (University of Illinois Urbana-Champaign); Jinjun Xiong (IBM); Wen-Mei Hwu (University of Illinois Urbana-Champaign)
A Sampling-Based Tool for Scaling Graph Datasets Ahmed Musaafir (Vrije Universiteit Amsterdam); Alexandru Uta (Vrije Universiteit Amsterdam); Henk Dreuning (University of Amsterdam); Ana-Lucia Varbanescu (University of Amsterdam)

Industry Track

Title All Authors Full Names with Main Affiliation
The Use of Change Point Detection to Identify Software Performance Regressions in a Continuous Integration System David Daly (MongoDB Inc);William Brown (Columbia University);Henrik Ingo (MongoDB Inc);Jim O’Leary (MongoDB Inc);David Bradford (MongoDB Inc)
Can a Chatbot Support Software Engineers with Load Testing? Approach and Experiences Dušan Okanović (Novatec Consulting GmbH);Samuel Beck (University of Stuttgart); Lasse Merz (University of Stuttgart);Christoph Zorn (University of Stuttgart);Leonel Merino (University of Stuttgart);André van Hoorn (University of Stuttgart); Fabian Beck (University of Duisburg-Essen)
Optimizing Interrupt Handling Performance for Memory Errors in Large Scale Data Centers Harish Dattatraya Dixit (Facebook Inc.);Fred Lin (Facebook Inc.); Bill Holland (Facebook Inc.);Matt Beadon (Facebook Inc.);Zhengyu Yang (Facebook Inc.);Sriram Sankar (Facebook Inc.)
Modeling Analytics for Computational Storage Veronica Lagrange (Samsung Semiconductor, Inc.);Harry Li (Samsung Semiconductor, Inc.); Anahita Shayesteh (Samsung Semiconductor, Inc.)
Out of Band Performance Monitoring of Server Workloads Scott Faasse (Hewlett Packard Enterprise);James Bucek (Hewlett Packard Enterprise);David Schmidt (Hewlett Packard Enterprise)
MoVIE: A Measurement Tool for Mobile Video Streaming on Smartphones Sina Keshvadi (University of Calgary);Carey Williamson (University of Calgary)
Aggregate Architecture Simulation in Event-Sourcing Applications using Layered Queuing Networks Gururaj Maddodi (Utrecht University);Slinger Jansen (Utrecht University); Michiel Overeem (AFAS Software)