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ICPE 2023: Coimbra, Portugal - Companion

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Marco Vieira, Valeria Cardellini, Antinisca Di Marco, Petr Tuma:
Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, April 15-19, 2023. ACM 2023

Emerging Research Track

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Jana Backhus, Yasutaka Kono:
Incremental Change Detection Method For Data Center Power Efficiency Metrics (Work In Progress Paper). 1-7
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Martina Rapp, Max Scheerer, Ralf H. Reussner:
Design-time Performability Evaluation of Runtime Adaptation Strategies (Work In Progress Paper). 9-15
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Sarah Stieß, Stefan Höppner, Steffen Becker, Matthias Tichy:
Event-based Simulation for Transient Systems with Capture Replay to Predict Self-Adaptive Systems (Work in Progress Paper). 17-23
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Adel Belkhiri, Ahmad Shahnejat Bushehri, Felipe Gohring de Magalhaes, Gabriela Nicolescu:
Transparent Trace Annotation for Performance Debugging in Microservice-oriented Systems (Work In Progress Paper). 25-32
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Hagen Tarner, Fabian Beck:
Visualizing Runtime Evolution Paths in a Multidimensional Space (Work In Progress Paper). 33-38
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Gagan Somashekar, Rajat Kumar:
Enhancing the Configuration Tuning Pipeline of Large-Scale Distributed Applications Using Large Language Models (Idea Paper). 39-44
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Amit Samanta, Ryan Stutsman:
A Case of Multi-Resource Fairness for Serverless Workflows (Work In Progress Paper). 45-50
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Maximilian Meissner, Klaus-Dieter Lange, Sanjay Sharma, Jeremy A. Arnold, Aaron Cragin, Patrick Galizia, Mike Petrich, Bin Zhang, Samuel Kounev:
Challenges and Future Directions in Efficiency Benchmarking (Vision Paper). 51-55
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Aratz Manterola Lasa, Sacheendra Talluri, Alexandru Iosup:
A Reference Architecture for Datacenter Scheduler Programming Abstractions: Design and Experiments (Work In Progress Paper). 57-63

Artifacts Track

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Lubomír Bulej, Vojtech Horký, Michele Tucci, Petr Tuma, François Farquet, David Leopoldseder, Aleksandar Prokopec:
GraalVM Compiler Benchmark Results Dataset (Data Artifact). 65-69

Data Challenge Track

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Madeline Janecek, Sneh Patel, Naser Ezzati-Jivan:
Uncovering Steady State Executions in Java Microbenchmarking with Call Graph Analysis. 71-75
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Sen He, In Kee Kim, Wei Wang:
A Study of Java Microbenchmark Tail Latencies. 77-81
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Lukas Beierlieb, André Bauer, Robert Leppich, Lukas Iffländer, Samuel Kounev:
Efficient Data Processing: Assessing the Performance of Different Programming Languages. 83-87
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Jared Chad Swanzen, Kyle Thomas Botes, Husnaa Molvi, Omphile Monchwe, Dan Phala, Dustin van der Haar:
Analysing Static Source Code Features to Determine a Correlation to Steady State Performance in Java Microbenchmarks. 89-93
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André Bauer, Martin Straesser, Mark Leznik, Lukas Beierlieb, Marius Hadry, Nathaniel Hudson, Kyle Chard, Samuel Kounev, Ian T. Foster:
Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs. 95-99
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Tom Wallace, Beatrice M. Ombuki-Berman, Naser Ezzati-Jivan:
Identification and Classification of JMH Microbenchmark States using Time Series Analysis. 101-105
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Amirmahdi Khosravi Tabrizi, Naser Ezzati-Jivan:
Software Mining - Investigating Correlation between Source Code Features and Michrobenchmark's Steady State. 107-111

Posters and Demonstrations Track

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Vladimir Marbukh:
Towards Evaluation/Mitigation Risk of Systemic Failures in a Recoverable Network with Redistributed Elastic Load. 115-116
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Stijn Bellis, Joachim Denil:
Challenges and Possible Approaches for Sustainable Digital Twinning. 117-118
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Paulo Roberto Farah, Silvia Regina Vergilio:
PerfoRT: A Tool for Software Performance Regression. 119-120

Tutorials

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William Williams, Holger Brunst:
Parallel Performance Engineering using Score-P and Vampir. 121-125
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Jan Laukemann, Georg Hager:
Core-Level Performance Engineering with the Open-Source Architecture Code Analyzer (OSACA) and the Compiler Explorer. 127-131

First Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control (AIPerf 2023)

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Emilio Incerto, Marin Litoiu, Riccardo Pinciroli:
ICPE'23 AIPerf Workshop Chairs' Welcome. 133
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Daniele Masti:
Let's Take Back Control: A Journey through a Novel Generation of Control Techniques for Performance Engineering. 135
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Gabriele Russo Russo:
Using Reinforcement Learning to Control Auto-Scaling of Distributed Applications. 137-138
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Enrico Galimberti, Bruno Guindani, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Germán Moltó, Miguel Caballer:
OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications. 139-146
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Simone Tonini, Fernando Barsacchi, Francesca Chiaromonte, Daniele Licari, Andrea Vandin:
Towards Novel Statistical Methods for Anomaly Detection in Industrial Processes. 147-153

First FastContinuum Workshop (Fast Continuum 2023)

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Danilo Ardagna, Elisabetta Di Nitto, Lorenzo Blasi, Francesc Lordan:
ICPE'23 Fast Continuum Workshop Chairs' Welcome. 155
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Diana M. Naranjo Delgado, Manuel Contreras, Germán Moltó, Sebastián Risco, Ignacio Blanquer, Javier Prades, Federico Silla:
On the Acceleration of FaaS Using Remote GPU Virtualization. 157-164
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George Kousiouris, Szymon Ambroziak, Blazej Zarzycki, Domenico Costantino, Stylianos Tsarsitalidis, Vasileios Katevas, Alessandro Mamelli, Teta Stamati:
A Pattern-based Function and Workflow Visual Environment for FaaS Development across the Continuum. 165-172
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Alberto Archetti, Eugenio Lomurno, Francesco Lattari, André Martin, Matteo Matteucci:
Heterogeneous Datasets for Federated Survival Analysis Simulation. 173-180
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Matthijs Jansen, Linus Wagner, Animesh Trivedi, Alexandru Iosup:
Continuum: Automate Infrastructure Deployment and Benchmarking in the Compute Continuum. 181-188
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Galia Novakova Nedeltcheva, Bin Xiang, Laurentiu Niculut, Debora Benedetto:
Challenges Towards Modeling and Generating Infrastructure-as-Code. 189-193
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Josu Díaz-de-Arcaya, Eneko Osaba, Gorka Benguria, Iñaki Etxaniz, Jesus L. Lobo, Juncal Alonso, Ana I. Torre-Bastida, Aitor Almeida:
IEM: A Unified Lifecycle Orchestrator for Multilingual IaC Deployments. 195-199
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Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec:
Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps. 201-205

First Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems (GraphSys 2023)

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Alexandru Iosup, Radu Prodan:
ICPE'23 GraphSys Workshop Chairs Introduction (Welcome). 207-208
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Alexandru Iosup, Radu Prodan, Ana Lucia Varbanescu, Sacheendra Talluri, Gilles Magalhaes, Kailhan Hokstam, Hugo Zwaan, Vincent van Beek, Reza Farahani, Dragi Kimovski:
Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. 209-214
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Aaron Eberhart, Peter Haase, Wolfgang Schell:
metaphactory for Massive Graphs. 215-220
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Reza Farahani, Dragi Kimovski, Sashko Ristov, Alexandru Iosup, Radu Prodan:
Towards Sustainable Serverless Processing of Massive Graphs on the Computing Continuum. 221-226
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Sashko Ristov, Reza Farahani, Radu Prodan:
Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS. 227-231
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Nuria de Lama Sanchez, Peter Haase, Dumitru Roman, Radu Prodan:
Boosting the Impact of Extreme and Sustainable Graph Processing for Urgent Societal Challenges in Europe Graph-Massivizer: A Horizon Europe Project. 233-238
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Martin Molan, Junaid Ahmed Khan, Andrea Borghesi, Andrea Bartolini:
Graph Neural Networks for Anomaly Anticipation in HPC Systems. 239-244
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Peter Nemec, Gregor Leban, Joze M. Rozanec, Marko Grobelnik:
Semi-Supervised Event Predictions with Graph Networks. 245-246
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Joze M. Rozanec, Peter Nemec, Gregor Leban, Marko Grobelnik:
AI, What Does the Future Hold for Us? Automating Strategic Foresight. 247-248
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Laurentiu Alexandru Vasiliu, Dumitru Roman, Radu Prodan:
Extreme and Sustainable Graph Processing for Green Finance Investment and Trading. 249-250
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Joze M. Rozanec, Michael Cochez, Ruud van Bakel, Brian Elvesæter, Dumitru Roman:
Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning. 251-252
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Joze M. Rozanec, Brian Elvesæter, Dumitru Roman, Marko Grobelnik, Peter Haase:
Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage. 253-254
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Ana Lucia Varbanescu, Andrea Bartolini:
Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads. 255-256

Sixth Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf 2023)

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Klervie Toczé, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup:
HotCloudPerf'23 Workshop Chairs' Welcome. 257-258
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Tania Lorido-Botran:
Scaling the Metaverse: An AI Perspective. 259-260
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Cristian Klein:
Using Cloud Native Technologies to Understand the Performance of Cloud Native Technologies. 261
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Xiaoyu Chu, Sacheendra Talluri, Laurens Versluis, Alexandru Iosup:
How Do ML Jobs Fail in Datacenters? Analysis of a Long-Term Dataset from an HPC Cluster. 263-268
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Francesc-Josep Lordan Gomis, André Martin, Daniele Lezzi:
Securing the Execution of ML Workflows across the Compute Continua. 269-276
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Floriment Klinaku, Sandro Speth, Markus Zilch, Steffen Becker:
Hitchhiker's Guide for Explainability in Autoscaling. 277-282
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Jessica Léone, Luca Traini:
Enhancing Trace Visualizations for Microservices Performance Analysis. 283-287
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George Kousiouris, Aristodemos Pnevmatikakis:
Performance Experiences From Running An E-health Inference Process As FaaS Across Diverse Clusters. 289-295
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Matthijs Jansen, Jesse Donkervliet, Animesh Trivedi, Alexandru Iosup:
Can My WiFi Handle the Metaverse? A Performance Evaluation Of Meta's Flagship Virtual Reality Hardware. 297-303

Eleventh International Workshop on Load Testing and Benchmarking of Software Systems (LTB 2023)

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Alexander Podelko, Heng Li, Changyuan Lin:
LTB'23 Workshop Chairs' Welcome. 305
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David Daly:
Understanding and Improving Software Performance at MongoDB. 307
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Samuel Kounev:
Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges. 309-310
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Jörg Domaschka, Simon Volpert, Kevin Maier, Georg Eisenhart, Daniel Seybold:
Using eBPF for Database Workload Tracing: An Explorative Study. 311-317
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Sebastian Frank, M. Alireza Hakamian, Denis Zahariev, André van Hoorn:
Verifying Transient Behavior Specifications in Chaos Engineering Using Metric Temporal Logic and Property Specification Patterns. 319-326

First Practically FAIR Workshop (PFAIR 2023)

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Jay F. Lofstead, Paula Olaya:
ICPE'23 PFAIR Workshop Chairs Introduction. 327
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Line C. Pouchard:
FAIR Enabling Re-Use of Data-Intensive Workflows and Scientific Reproducibility. 329
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Fadoua Rafii, Horacio González-Vélez, Adriana E. Chis:
Automatic FAIR Provenance Collection and Visualization for Time Series. 331-336

Fourth Workshop on Education and Practice of Performance Engineering (WEPPE 2023)

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Alberto Avritzer, Matteo Camilli:
WEPPE'23 Workshop Chairs' Welcome. 337
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Heiko Koziolek:
Performance Engineering Practices for Modern Industrial Applications at ABB Research. 339
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M. Alireza Hakamian, Steffen Becker:
Quantitative Analysis of Software Designs: Teaching Design and Experiences. 341-344
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André Benjamin Bondi, Lu Xiao:
Early Progress on Enhancing Existing Software Engineering Courses to Cultivate Performance Awareness. 345-349
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Andrea Marin:
Theory and Practice in Performance Evaluation Courses: The Challenge of Online Teaching. 351-354
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David Daly:
Levelling up Performance and Performance Skills at MongoDB. 355
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Alexander Podelko:
Views From the Trenches: Current Trends in Performance Engineering. 357-359
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Anna-Lena Roth, Tim Süß:
Performance Analysis Tools for MPI Applications and their Use in Programming Education. 361-368

Eighth Workshop on Challenges in Performance Methods for Software Development (WOSP-C 2023)

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Daniele Di Pompeo, Michele Tucci:
8th Workshop on Challenges in Performance Methods for Software Development: WOSP-C'23 Chairs' Welcome. 369
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Paolo Romano:
Non-Volatile Hardware Transactional Memory: Challenges, Advancements, and Future Directions. 371
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Vittorio Cortellessa, Luigi Pomante, Vincenzo Stoico:
From UML/MARTE Specifications to ESL HW/SW Co-Design: Early Functional Verification and Timing Validation. 373-380
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David Georg Reichelt, Stefan Kühne, Wilhelm Hasselbring:
Towards Solving the Challenge of Minimal Overhead Monitoring. 381-388
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C. Murray Woodside:
Heuristic Derivation of a Fluid Model from a Layered Queueing Network. 389-395
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Sebastian Frank, Julian Brott, Dominik Kesim, Heiko Holz, Matthias Eschhold, André van Hoorn:
dqualizer: Domain-Centric Runtime Quality Analysis of Business-Critical Application Systems. 397-404

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