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ORCIDICPE 2020: Edmonton, AB, Canada
- José Nelson Amaral, Anne Koziolek, Catia Trubiani, Alexandru Iosup:
ICPE '20: ACM/SPEC International Conference on Performance Engineering, Edmonton, AB, Canada, April 20-24, 2020. ACM 2020, ISBN 978-1-4503-6991-6
Keynote Talks
- Gail C. Murphy:
Developing Effective Software Productively. 1 - Sebastian Fischmeister:
Mining Traces of Embedded Software Systems for Insights. 3
SESSION 1: Performance Portability
- Scott Faasse, James Bucek, David Schmidt:
Out of Band Performance Monitoring of Server Workloads: Leveraging RESTful API to monitor compute resource utilization and performance related metrics for server performance analysis. 4-11 - Pavel Valov, Jianmei Guo, Krzysztof Czarnecki:
Transferring Pareto Frontiers across Heterogeneous Hardware Environments. 12-23 - Tommi Nylander
, Johan Ruuskanen, Karl-Erik Årzén, Martina Maggio:
Modeling of Request Cloning in Cloud Server Systems using Processor Sharing. 24-35 - Zakaria Ournani, Mohammed Chakib Belgaid, Romain Rouvoy, Pierre Rust, Joël Penhoat, Lionel Seinturier:
Taming Energy Consumption Variations In Systems Benchmarking. 36-47
SESSION 2: Performance Learning
- André Bauer, Marwin Züfle, Johannes Grohmann, Norbert Schmitt, Nikolas Herbst, Samuel Kounev:
An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series. 48-55 - Giulio Garbi, Emilio Incerto, Mirco Tribastone:
Learning Queuing Networks by Recurrent Neural Networks. 56-66 - David Daly, William Brown, Henrik Ingo, Jim O'Leary, David Bradford:
The Use of Change Point Detection to Identify Software Performance Regressions in a Continuous Integration System. 67-75
SESSION 3: Performance as Throughput and Concerns
- Zhuojin Li, Wumo Yan, Marco Paolieri, Leana Golubchik:
Throughput Prediction of Asynchronous SGD in TensorFlow. 76-87 - Veronica Lagrange Moutinho dos Reis, Harry (Huan) Li, Anahita Shayesteh:
Modeling Analytics for Computational Storage. 88-99 - Lubomír Bulej, Vojtech Horký, Petr Tuma, François Farquet, Aleksandar Prokopec:
Duet Benchmarking: Improving Measurement Accuracy in the Cloud. 100-107 - Prabhjot Sandhu, Clark Verbrugge, Laurie J. Hendren:
A Fully Structure-Driven Performance Analysis of Sparse Matrix-Vector Multiplication. 108-119 - Dusan Okanovic, Samuel Beck, Lasse Merz, Christoph Zorn, Leonel Merino, André van Hoorn, Fabian Beck:
Can a Chatbot Support Software Engineers with Load Testing? Approach and Experiences. 120-129
SESSION 4: Serverless Apps
- Niklas Carlsson, Derek L. Eager:
Had You Looked Where I'm Looking? Cross-user Similarities in Viewing Behavior for 360-degree Video and Caching Implications. 130-137 - Simon Eismann, Cor-Paul Bezemer, Weiyi Shang, Dusan Okanovic, André van Hoorn:
Microservices: A Performance Tester's Dream or Nightmare? 138-149 - Sara Gholami, Alireza Goli, Cor-Paul Bezemer, Hamzeh Khazaei:
A Framework for Satisfying the Performance Requirements of Containerized Software Systems Through Multi-Versioning. 150-160 - Vittorio Cortellessa, Luca Traini:
Detecting Latency Degradation Patterns in Service-based Systems. 161-172
SESSION 5: Performance Issues
- Connie U. Smith:
Software Performance Antipatterns in Cyber-Physical Systems. 173-180 - Yutong Zhao, Lu Xiao, Xiao Wang, Lei Sun, Bihuan Chen, Yang Liu, Andre B. Bondi:
How Are Performance Issues Caused and Resolved?-An Empirical Study from a Design Perspective. 181-192 - Harish Dattatraya Dixit, Fan Fred Lin, Bill Holland, Matt Beadon, Zhengyu Yang, Sriram Sankar:
Optimizing Interrupt Handling Performance for Memory Failures in Large Scale Data Centers. 193-201
SESSION 6: Performance Costs and Emerging Problems
- Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu:
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs. 202-209 - Lucy Bowen, Chris Lupo:
The Performance Cost of Software-based Security Mitigations. 210-217 - Thang Le Duc, Mark Leznik, Jörg Domaschka, Per-Olov Östberg:
Workload Diffusion Modeling for Distributed Applications in Fog/Edge Computing Environments. 218-229 - Sina Keshvadi, Carey Williamson:
MoVIE: A Measurement Tool for Mobile Video Streaming on Smartphones. 230-237 - Gururaj Maddodi, Slinger Jansen, Michiel Overeem:
Aggregate Architecture Simulation in Event-Sourcing Applications using Layered Queuing Networks. 238-245 - Raoufehsadat Hashemian, Niklas Carlsson, Diwakar Krishnamurthy, Martin F. Arlitt:
Contention Aware Web of Things Emulation Testbed. 246-256
SESSION 7: Performance Techniques
- Reena Nair, Tony Field:
GAPP: A Fast Profiler for Detecting Serialization Bottlenecks in Parallel Linux Applications. 257-264 - Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev:
Predicting the Costs of Serverless Workflows. 265-276 - Juliana Alves Pereira, Mathieu Acher, Hugo Martin, Jean-Marc Jézéquel:
Sampling Effect on Performance Prediction of Configurable Systems: A Case Study. 277-288 - Ahmed Musaafir, Alexandru Uta, Henk Dreuning, Ana Lucia Varbanescu:
A Sampling-Based Tool for Scaling Graph Datasets. 289-300
Workshop Summaries
- Alexandru Uta, Dmitry Duplyakin, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup:
3rd Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'20): Performance Variability. 301-302 - Vijayshree Vijayshree, Markus Frank, Steffen Becker:
Extended Abstract of Performance Analysis and Prediction of Model Transformation. 303-304 - Alexander Podelko, Tse-Hsun (Peter) Chen, Hamzeh Khazaei:
The Eighth International Workshop on Load Testing and Benchmarking of Software Systems (LTB 2020). 305-306
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