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ICPE 2024: London, UK - Companion

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Simonetta Balsamo, William J. Knottenbelt, Cristina L. Abad, Weiyi Shang:
Companion of the 15th ACM/SPEC International Conference on Performance Engineering, ICPE 2024, London, United Kingdom, May 7-11, 2024. ACM 2024

Emerging Research Track

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Mahsa Panahandeh, Naser Ezzati-Jivan, Abdelwahab Hamou-Lhadj, James Miller:
Context-aware Root Cause Localization in Distributed Traces Using Social Network Analysis (Work In Progress paper). 1-6
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Omar Imran, Shikharesh Majumdar, Sreeraman Rajan:
Enhancing the Performance of Deep Learning Model Based Object Detection using Parallel Processing (Work In Progress Paper). 7-13
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Hongwu Peng, Caiwen Ding, Tong Geng, Sutanay Choudhury, Kevin J. Barker, Ang Li:
Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs. 14-20
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Jana Hozzová, Jacob O. Tørring, Ben van Werkhoven, David Strelák, Richard W. Vuduc:
FAIR Sharing of Data in Autotuning Research (Vision Paper). 21-27
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Pierrick Pochelu, Oscar Castro-López:
Mastering Computer Vision Inference Frameworks. 28-33
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Zhuoyuan Li, Giuliano Casale:
Matrix Network Analyzer: A New Decomposition Algorithm for Phase-type Queueing Networks (Work In Progress Paper). 34-39
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Adel Belkhiri, Maroua Ben Attia, Felipe Göhring de Magalhães, Gabriela Nicolescu:
Towards Efficient Diagnosis of Performance Bottlenecks in Microservice-Based Applications (Work In Progress paper). 40-46

Artifacts Track

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Fares Hamouda, Marios Fokaefs, Dariusz Jania:
DMBench: Load Testing and Benchmarking Tool for Data Migration. 47-51
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Iqra Zafar, Christian Medeiros Adriano, Holger Giese:
STIGS: Spatio-Temporal Interference Graph Simulator for Self-Configurable Multi-Tenant Cloud Systems. 52-56
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Zakeya Namrud, Komal Sarda, Marin Litoiu, Larisa Shwartz, Ian Watts:
KubePlaybook: A Repository of Ansible Playbooks for Kubernetes Auto-Remediation with LLMs. 57-61

Data Challenge Track

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Mahsa Panahandeh, Naser Ezzati-Jivan, Abdelwahab Hamou-Lhadj, James Miller:
Efficient Unsupervised Latency Culprit Ranking in Distributed Traces with GNN and Critical Path Analysis. 62-66
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Ghazal Khodabandeh, Alireza Ezaz, Naser Ezzati-Jivan:
Network Analysis of Microservices: A Case Study on Alibaba Production Clusters. 67-71
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André Bauer, Timo Dittus, Martin Straesser, Alok Kamatar, Matt Baughman, Lukas Beierlieb, Marius Hadry, Daniel Grillmeyer, Yannik Lubas, Samuel Kounev, Ian T. Foster, Kyle Chard:
Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis. 72-76
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Andrea D'Angelo, Giordano d'Aloisio:
Grammar-Based Anomaly Detection of Microservice Systems Execution Traces. 77-81
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Alireza Ezaz, Ghazal Khodabandeh, Naser Ezzati-Jivan:
Analyzing Performance Variability in Alibaba's Microservice Architecture: A Critical-Path-Based Perspective. 82-86

Posters and Demonstrations Track

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Likhith Bandamudi, Ravi Kumar Singh, Shruti Kunde, Mayank Mishra, Rekha Singhal:
LLaMPS: Large Language Models Placement System. 87-88
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Sai Sindhur Malleni, Raul Sevilla Canavate, Vishnu Challa:
Into the Fire: Delving into Kubernetes Performance and Scale with Kube-burner. 89-90
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Kuldeep Singh, Chetan Phalak, Dheeraj Chahal, Shruti Kunde, Rekha Singhal:
SuperArch: Optimal Architecture Design for Cloud Deployment. 91-92

Second International Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control (AIPerf 2024)

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Emilio Incerto, Marin Litoiu, Daniele Masti:
AIPerf'24: 2nd International Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control. 93

Fifth Workshop on Benchmarking in the Datacenter: Expanding to the Cloud (BID 2024)

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Wei-Chen Lin, Jens Domke:
Benchmarking in the Datacenter (BID): Expanding to the Cloud. 94

Second Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems (GraphSys 2024)

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Alexandru Iosup, Radu Prodan, Ana Lucia Varbanescu:
GraphSys-2024: 2nd Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems. 95-96
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Gábor Szárnyas:
Linked Data Benchmark Council: 12 years of fostering competition in the graph processing space. 97
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Daniel Thilo Schroeder, Tobias Herb, Brian Elvesæter, Dumitru Roman:
GraphMa: Towards new Models for Pipeline-Oriented Computation on Graphs. 98-105
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Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini:
Exploring the Utility of Graph Methods in HPC Thermal Modeling. 106-111
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Grafika Jati, Martin Molan, Junaid Ahmed Khan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva:
AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks. 112-119
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Shekhar Suman, Xiaoyu Chu, Dante Niewenhuis, Sacheendra Talluri, Tiziano De Matteis, Alexandru Iosup:
Enabling Operational Data Analytics for Datacenters through Ontologies, Monitoring, and Simulation-based Prediction. 120-126
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Junaid Ahmed Khan, Martin Molan, Matteo Angelinelli, Andrea Bartolini:
ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC. 127-134
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S. Haleh S. Dizaji, Joze M. Rozanec, Reza Farahani, Dumitru Roman, Radu Prodan:
An Extensive Characterization of Graph Sampling Algorithms. 135-140
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Aaron Eberhart, Wolfgang Schell, Peter Haase:
Building Massive Knowledge Graphs using an Automated ETL Pipeline. 141-145
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Reza Farahani, Frank Loh, Dumitru Roman, Radu Prodan:
Serverless Workflow Management on the Computing Continuum: A Mini-Survey. 146-150
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Joze M. Rozanec, Matias Rozanec:
Go-Network: a graph sampling library written in Go. 151-155

First Workshop on Performance Optimization in the LLM World (PerfLLM 2024)

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Kingsum Chow, Yu Tang, Zhiheng Lyu, Anil Rajput, Khun Ban:
Performance Optimization in the LLM World 2024. 156-157
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Karthik Krishna, Ramana Bandili:
EchoSwift: An Inference Benchmarking and Configuration Discovery Tool for Large Language Models (LLMs). 158-162

Seventh Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf-2024)

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Dragi Kimovski, Klervie Toczé, Nikolas Herbst, Tiziano De Matteis:
The Seventh Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf-2024). 163-164
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Josef Spillner:
Upscaling Messaging and Stateful Computation. 165
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Sashko Ristov:
Engineering Serverless Application Life-cycles in Federated Serverless Infrastructures. 166
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Zebin Ren, Krijn Doekemeijer, Animesh Trivedi:
A Systematic Configuration Space Exploration of the Linux Kyber I/O Scheduler. 167-173
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Runyu Jin, Paul Muench, Travis Janssen, Brian Hatfield, Veera Deenadhayalan:
Baking Disaster-Proof Kubernetes Applications with Efficient Recipes. 174-180
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Debajyoti Halder, Manas Acharya, Aniket Malsane, Anshul Gandhi, Erez Zadok:
Empirical Evaluation of ML Models for Per-Job Power Prediction. 181-188
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Dante Niewenhuis, Sacheendra Talluri, Alexandru Iosup, Tiziano De Matteis:
FootPrinter: Quantifying Data Center Carbon Footprint. 189-195
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Simon Triendl, Sashko Ristov:
Peeking Behind the Serverless Implementations and Deployments of the Montage Workflow. 196-203
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Radu Apsan, Damla Ural, Paul Daniëlse, Vlad-Andrei Cursaru, Eames Trinh, Jesse Donkervliet, Alexandru Iosup:
Towards a Workload Trace Archive for Metaverse Systems. 204-210
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Chetan Phalak, Dheeraj Chahal, Manju Ramesh, Rekha Singhal:
Towards Geo-Distributed Training of ML Models in a Multi-Cloud Environment. 211-217
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Dragi Kimovski:
Hypergraphs: Facilitating High-Order Modeling of the Computing Continuum. 218-221
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Ivo Rohwer, Maximilian Schwinger, Nikolas Herbst, Peter Friedl, Michael Stephan, Samuel Kounev:
Resource Demand Profiling of Monolithic Workflows. 222-225

Twelfth International Workshop on Load Testing and Benchmarking of Software Systems (LTB 2024)

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Marios-Eleftherios Fokaefs, Filipe Oliveira, Naser Ezzati-Jivan:
12th International Workshop on Load Testing and Benchmarking of Software Systems: LTB'24 Chairs' Welcome. 226
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Kostas Kryptos Chalkias, Jonas Lindstrøm, Deepak Maram, Ben Riva, Arnab Roy, Alberto Sonnino, Joy Wang:
Fastcrypto: Pioneering Cryptography Via Continuous Benchmarking. 227-234
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Simon Volpert, Sascha Winkelhofer, Stefan Wesner, Daniel Seybold, Jörg Domaschka:
Exemplary Determination of Cgroups-Based QoS Isolation for a Database Workload. 235-241
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Aleksei Vasilevskii, Oleksandr Kachur:
Self-Service Performance Testing Platform for Autonomous Development Teams. 242-248
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David Georg Reichelt, Lubomír Bulej, Reiner Jung, André van Hoorn:
Overhead Comparison of Instrumentation Frameworks. 249-256

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

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Luca Traini, Heng Li:
Workshop on Challenges in Performance Methods for Software Development (WOSP-C). 257
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Marin Litoiu:
Closing the Loop: Building Self-Adaptive Software for Continuous Performance Engineering. 258-259
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Vittorio Cortellessa:
25+ years of Software Performance: From Integrated System Modelling to ML-based Analysis, What's Next? 260
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Marcel Lütke Dreimann, Birte Friesel, Olaf Spinczyk:
HetSim: A Simulator for Task-based Scheduling on Heterogeneous Hardware. 261-268
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Jonathan Will, Dominik Scheinert, Seraphin Zunzer, Jan Bode, Cedric Kring, Lauritz Thamsen:
Privacy-Preserving Sharing of Data Analytics Runtime Metrics for Performance Modeling. 269-272
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Rares-Andrei Dobre, Zifeng Niu, Giuliano Casale:
Approximating Fork-Join Systems via Mixed Model Transformations. 273-280
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Josef Mayrhofer:
Establish a Performance Engineering Culture in Organizations: Performance as a Value. 281-286
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Andreas Brunnert:
Green Software Metrics. 287-288

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