Alexandru Iosup

University Research Chair and Full Professor, Vrije Universiteit Amsterdam
Chief Magic Officer, AtLarge team.

Research Focus
Massivizing Computer Systems

Contact

research.vu.nl/en/persons/alexandru-iosup
A.Iosup@atlarge-research.com
@AIosup
www.linkedin.com/in/aiosup/
Curriculum Vitae

Links

Publications
Publications
Supervised
Master ThesesBachelor ThesesLiterature SurveysHonours Projects
Talks
Talks
Teaching
Course List

Publications
M3SA: Exploring Datacenter Performance and Climate-Impact with Multi- and Meta-Model Simulation and Analysis
CF 2026
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OpenDT: Exploring Datacenter Performance and Sustainability with a Self-Calibrating Digital Twin
ICPE Companion 2026
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OpenDC-STEAM: Realistic Modeling and Systematic Exploration of Composable Techniques for Sustainable Datacenters
CCGRID 2026
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Let's trace it: Fine-grained serverless benchmarking for synchronous and asynchronous applications
Future Generation Computer Systems
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Leveraging LLMs for Structured Information Extraction and Analysis from Cloud Incident Reports (Work In Progress Paper)
17th ACM/SPEC International Conference on Performance Engineering (ICPE 2026)
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RADiCe: A Risk Analysis Framework for Data Centers
FGCS 2025
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Investigating Performance Overhead of Distributed Tracing in Microservices and Serverless Systems
8th Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf 2025) @ ICPE 2025
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Memory Efficient WebAssembly Containers
Third International Workshop on Intelligent and Adaptive Edge-Cloud Operations and Services (Intel4EC 2025)
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Columbo: A Reasoning Framework for Kubernetes’ Configuration Space
16th ACM/SPEC International Conference on Performance Engineering (ICPE 2025)
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Performance Characterization of Data Store Event Trigger Mechanisms for Serverless Computing
25th IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGRID 2025)
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  • Adel Nadjaran Toosi,
  • Bahman Javadi,
  • Alexandru Iosup,
  • Evgenia Smirni,
  • Schahram Dustdar
  • (2025)
Serverless Computing for Next-generation Application Development
Future Generation Computer Systems
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FAILS: A Framework for Automated Collection and Analysis of LLM Service Incidents
8th Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf 2025)
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An Empirical Characterization of Outages and Incidents in Public Services for Large Language Models
16th ACM/SPEC International Conference on Performance Engineering (ICPE 2025)
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ExDe: Design space exploration of schedular architectures and mechanisms for serverless data-processing
Future Generation Computer Systems
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Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions
IEEE Internet Computing 28(3): 6-16 (2024)
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The computing continuum: From IoT to the cloud
Internet of Things 27: 101272 (2024)
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Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis
The 30th International Conference on Parallel and Distributed Systems (ICPADS 2024)
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Towards a Workload Trace Archive for Metaverse Systems
ICPE HotCloudPerf 2024
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FootPrinter: Quantifying Data Center Carbon Footprint
HotCloudPerf 2024
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The Cost of Simplicity: Understanding Datacenter Scheduler Programming Abstractions
15th ACM/SPEC International Conference on Performance Engineering (ICPE'24)
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Enabling Operational Data Analytics for Datacenters through Ontologies, Monitoring, and Simulation-based Prediction
The Second Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems (GraphSys 2024)
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  • Faisal Alam,
  • Adel Nadjaran Toosi,
  • Muhammad Aamir Cheema,
  • Claudio Cicconetti,
  • Pablo Serrano,
  • Alexandru Iosup,
  • Zahir Tari,
  • Majid Sarvi
  • (2023)
Serverless Vehicular Edge Computing for the Internet of Vehicles
IEEE Internet Computing
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The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin
IEEE Annual Computers, Software, and Applications Conference (COMPSAC 23)
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  • Gábor Szárnyas,
  • Brad Bebee,
  • Alin Deutsch,
  • George Fletcher,
  • Henry A. Gabb,
  • Denise Gosnell,
  • Alastair reen,
  • Zhihui Guo,
  • Keith W. Hare,
  • Alexandru Iosup,
  • Atanas Kiyakov,
  • Tomas Kovatchev,
  • Xinsheng Li,
  • Leonid Libkin,
  • Heng Lin,
  • Xiaojian Luo,
  • Arnau Prat-Pérez,
  • David Püroja,
  • Shipeng Qi,
  • Oskar van Rest,
  • Benjamin A. Steer,
  • Dávid Szakállas,
  • Bing Tong,
  • Jack Waudby,
  • Mingxi Wu,
  • Bin Yang,
  • Wenyuan Yu,
  • Chen Zhang,
  • Jason Zhang,
  • Yan Zhou,
  • Peter A. Boncz
  • (2023)
The Linked Data Benchmark Council(LDBC): Driving Competition and Collaboration in the Graph Data Management Space
TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2023)
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Towards Sustainable Serverless Processing of Massive Graphs on the Computing Continuum
ACM/SPEC International Conference on Performance Engineering (ICPE 23)
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Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing
ICDCS 2023
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Serverless Computing: What It Is, and What It Is Not?
Communications of the ACM, September 2023, Vol. 66 No. 9, Pages 80-92
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A Trace-driven Performance Evaluation of Hash-based Task Placement Algorithms for Cache-enabled Serverless Computing
2023 ACM International Conference on Computing Frontiers (CF '23)
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Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum
ICPE GraphSys 2023
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A Reference Architecture for Datacenter Scheduler Programming Design and Experiments
ICPE Work in Progress 2023
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How Do ML Jobs Fail in Datacenters? Analysis of a Long-Term Dataset from an HPC Cluster
The 6th Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf 2023)
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Can My WiFi Handle the Metaverse? A Performance Evaluation Of Meta’s Flagship Virtual Reality Hardware
ICPE HotCloudPerf 2023
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Continuum: Automate Infrastructure Deployment and Benchmarking in the Compute Continuum
ICPE FastContinuum 2023
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The SPEC-RG Reference Architecture for the Compute Continuum
CCGRID 2023
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Meterstick: Benchmarking Performance Variability in Cloud and Self-hosted Minecraft-like Games
ICPE 2023
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The State of Serverless Applications: Collection, Characterization, and Community Consensus
IEEE Transactions on Software Engineering (TSE)
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Towards Extreme and Sustainable Graph Processing for Urgent Societal Challenges in Europe
2022 IEEE Cloud Summit, 23-30
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Efficiently Improving the Performance of Serverless Applications with Microtask-based Scheduling
4th International Workshop on Cloud, IoT and Fog Systems (CIFS’22) (co-located with UCC), Dec 2022
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Less is not more: We need rich datasets to explore
Future Generation Computer Systems
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  • Michael Crusoe,
  • Sanne Abeln,
  • Alexandru Iosup,
  • Peter Amstutz,
  • John Chilton,
  • Nebojša Tijanić,
  • Hervé Ménager,
  • Stian Soiland-Reyes,
  • Bogdan Gavrilović,
  • Carole Goble
  • (2022)
Methods Included: Standardizing Computational Reuse and Portability with the Common Workflow Language
Communications of the ACM, June 2022, Vol. 65 No. 6, Pages 54-63
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TaskFlow: An Energy- and Makespan-Aware Task Placement Policy for Workflow Scheduling through Delay Management
ICPE HotCloudPerf 2022
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Capelin: Data-Driven Compute Capacity Procurement for Cloud Datacenters Using Portfolios of Scenarios
IEEE Trans. Parallel Distributed Syst., Volume 33, 2022
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Empirical Characterization of User Reports about Cloud Failures
ACSOS 2021
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A Review of Serverless Use Cases and their Characteristics
IEEE Transactions on Software Engineering (TSE)
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  • Cristina L. Abad,
  • Alexandru Iosup,
  • Edwin F. Boza,
  • Eduardo Ortiz-Holguin
  • (2021)
An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics
ICPE HotCloudPerf 2021
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Serverless Applications: Why, When, and How?
IEEE Softw., Volume 38, 2021
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  • Sherif Sakr,
  • Angela Bonifati,
  • Hannes Voigt,
  • Alexandru Iosup,
  • Khaled Ammar,
  • Renzo Angles,
  • Walid Aref,
  • Marcelo Arenas,
  • Maciej Besta,
  • Peter A. Boncz,
  • Khuzaima Daudjee,
  • Emanuele Della Valle,
  • Stefania Dumbrava,
  • Olaf Hartig,
  • Bernhard Haslhofer,
  • Tim Hegeman,
  • Jan Hidders,
  • Katja Hose,
  • Adriana Iamnitchi,
  • Vasiliki Kalavri,
  • Hugo Kapp,
  • Wim Martens,
  • M. Tamer Özsu,
  • Eric Peukert,
  • Stefan Plantikow,
  • Mohamed Ragab,
  • Matei R. Ripeanu,
  • Semih Salihoglu,
  • Christian Schulz,
  • Petra Selmer,
  • Juan F. Sequeda,
  • Joshua Shinavier,
  • Gábor Szárnyas,
  • Riccardo Tommasini,
  • Antonino Tumeo,
  • Alexandru Uta,
  • Ana Lucia Vărbănescu,
  • Hsiang-Yun Wu,
  • Nikolay Yakovets,
  • Da Yan,
  • Eiko Yoneki
  • (2021)
The Future is Big Graphs: A Community View on Graph Processing Systems
Communications of the ACM, September 2021, Vol. 64 No. 9, Pages 62-71
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A survey of domains in workflow scheduling in computing infrastructures: Community and keyword analysis, emerging trends, and taxonomies
Future Generation Computer Systems (FGCS), Volume 123, October 2021
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Dyconits: Scaling Minecraft-like Services through Dynamically Managed Inconsistency
ICDCS 2021
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OpenDC 2.0: Convenient Modeling and Simulation of Emerging Technologies in Cloud Datacenters
CCGrid 2021
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GradeML: Towards Holistic Performance Analysis for Machine Learning Workflows
HotCloudPerf 2021
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An Empirical Evaluation of the Performance of Video Conferencing Systems
HotCloudPerf 2021
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An Empirical Evaluation of Video Conferencing Systems Used in Industry, Academia, and Entertainment
2021, ACM/SPEC International Conference on Performance Engineering Companion (ICPE Companion)
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Methodological Principles for Reproducible Performance Evaluation in Cloud Computing
IEEE Transactions on Software Engineering (TSE)
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Beneath the SURFace: An MRI-like View into the Life of a 21st-Century Datacenter
Login Usenix Magazine, Fall 2020, Vol. 45 No. 3
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  • Alexandru Iosup,
  • Catia Trubiani,
  • Anne Koziolek,
  • José Nelson Amaral,
  • Andre B. Bondi,
  • Andreas Brunnert
  • (2020)
Flexibility Is Key in Organizing a Global Professional Conference Online: The ICPE 2020 Experience in the COVID-19 Era
ICPE 2020
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Grade10: A Framework for Performance Characterization of Distributed Graph Processing
IEEE International Conference on Cluster Computing (CLUSTER)
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Sharing and Caring of Data at the Edge
(joint first co-authors) 3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 2020)
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The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures
IEEE Transactions on Parallel and Distributed Systems (TPDS) 2020
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Beyond Microbenchmarks: The SPEC-RG Vision for A Comprehensive Serverless Benchmark
HotCloudPerf 2020
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Is Big Data Performance Reproducible In Modern Cloud Networks?
2020, USENIX Networked Systems Design and Implementation (NSDI)
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Towards Supporting Millions of Users in Modifiable Virtual Environments by Redesigning Minecraft-Like Games as Serverless Systems
12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud'20)
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The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms
IEEE Internet Computing
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A CPU Contention Predictor for Business-Critical Workloads in Cloud Datacenters
2nd Workshop on Hot Topics in Cloud Computing Performance
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Portfolio Scheduling for Managing Operational and Disaster-Recovery Risks in Virtualized Datacenters Hosting Business-Critical Workloads
18th International Symposium on Parallel and Distributed Computing, ISPDC 2019, Amsterdam, The Netherlands, June 3-7, 2019
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Efficient Estimation of Read Density when Caching for Big Data Processing
9th International Workshop on Big Data and Cloud Performance (DCPerf’19) @ INFOCOM 2019
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Graphless: Toward Serverless Graph Processing
The 18th IEEE International Symposium on Parallel and Distributed Computing (ISPDC 2019), Amsterdam, the Netherlands, June 5-7, 2019
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The AtLarge Vision on the Design of Distributed Systems and Ecosystems.
IEEE International Conference on Distributed Computing Systems (ICDCS 2019)
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Yardstick: A Benchmark for Minecraft-like Services
ICPE 2019
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Characterization of a Big Data Storage Workload in the Cloud
ICPE 2019
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A mirroring architecture for sophisticated mobile games using computation-offloading
Concurr. Comput. Pract. Exp. 30(17): (2018)
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POSUM: A Portfolio Scheduler for MapReduce Workloads
2018, IEEE International Conference on Big Data (IEEE BigData)
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Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges
TOMPECS 3(4): 19:1-19:36
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A Reference Architecture for Datacenter Scheduling
International Conference for High Performance Computing, Networking, Storage and Analysis 2018 (SC18)
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Serverless is More: From PaaS to Present Cloud Computing
IEEE Internet Computing, Sep/Oct edition, 2018
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An Analysis of Workflow Formalisms for Workflows with Complex Non-Functional Requirements
HotCloudPerf 2018
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  • Erwin van Eyk,
  • Alexandru Iosup,
  • Cristina L. Abad (ESPOL, Ecuador),
  • Johannes Grohmann (U. Wuertzburg, Germany),
  • Simon Eismann (U. Wuertzburg, Germany)
  • (2018)
A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures
ICPE 2018
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A Trace-Based Performance Study of Autoscaling Workloads of Workflows in Datacenters
International Symposium on Cluster, Cloud and Grid Computing 2018
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Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems
International Conference on Distributed Computing Systems 2018
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An Experimental Performance Evaluation of Autoscalers for Complex Workflows
TOMPECS (Best Paper Nominations from ICPE'17, revised and extended versions). Accepted, in print.
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Elasticity in Graph Analytics? A Benchmarking Framework for Elastic Graph Processing
Cluster 2018 : IEEE International Conference on Cluster Computing
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Exploring HPC and Big Data Convergence: A Graph Processing Study on Intel Knights Landing
Cluster 2018 : IEEE International Conference on Cluster Computing
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ANANKE: a Q-Learning-Based Portfolio Scheduler for Complex Industrial Workflows
ICAC 2017: 227-232
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The SPEC Cloud Group's Research Vision on FaaS and Serverless Architectures
Second International Workshop on Serverless Computing (WoSC@Middleware 2017)
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An Experimental Performance Evaluation of Autoscaling Policies for Complex Workflows
ICPE 2017: 75--86 (Nominated for Best Paper Award)
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Modeling, analysis, and experimental comparison of streaming graph-partitioning policies.
J. Parallel Distrib. Comput. 108: 106-121 (2017)
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The OpenDC Vision: Towards Collaborative Datacenter Simulation and Exploration for Everybody.
ISPDC 2017 (invited paper)
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Granula: Toward Fine-grained Performance Analysis of Large-scale Graph Processing Platforms.
GRADES@SIGMOD/PODS 2017: 8:1-8:6
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Operation analysis of massively multiplayer online games on unreliable resources
Peer-to-Peer Networking and Applications 9(6): 1145-1161 (2016)
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When Game Becomes Life: The Creators and Spectators of Online Game Replays and Live Streaming.
TOMCCAP 12(4): 47:1-47:24 (2016)
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Towards the Next Generation of Large-Scale Network Archives.
Euro-Par Workshops 2016: 571-579
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Design and Experimental Evaluation of Distributed Heterogeneous Graph-Processing Systems
CCGrid 2016: 203-212
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LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms
PVLDB 9(13): 1317-1328 (2016)
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An Availability-on-Demand Mechanism for Datacenters.
CCGRID 2015: 495-504
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Statistical Characterization of Business-Critical Workloads Hosted in Cloud Datacenters.
CCGRID 2015: 465-474
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Area of Simulation: Mechanism and Architecture for Multi-Avatar Virtual Environments.
TOMCCAP 12(1): 8:1-8:24 (2015)
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Toxicity detection in multiplayer online games.
NETGAMES 2015: 1-6 (Best Paper Award)
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V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows
CCGRID 2014: 927-932
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Socializing by Gaming: Revealing Social Relationships in Multiplayer Online Games
TKDD 10(2): 11:1-11:29 (2015)
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Mnemos: Self-Expressive Management of Business-Critical Workloads in Virtualized Datacenters
IEEE Computer 48(7): 46-54 (2015)
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An Empirical Performance Evaluation of GPU-Enabled Graph-Processing Systems.
CCGRID 2015: 423-432
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KOALA-C: A task allocator for integrated multicluster and multicloud environments
2014 IEEE International Conference on Cluster Computing (CLUSTER 2014)
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Comparison of Static and Dynamic Resource Allocations for Massively Multiplayer Online Games on Unreliable Resources
Euro-Par 2014: 229-310
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SLA-based operations of massively multiplayer online games in clouds
Multimedia Systems 20(5): 521-544 (2014)
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Balanced resource allocations across multiple dynamic MapReduce clusters
SIGMETRICS 2014: 329-341
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Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics.
WBDB 2014: 109-131
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Characterization of Human Mobility in Networked Virtual Environments.
NOSSDAV 2014: 13
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Modeling Avatar Mobility of Networked Virtual Environments.
MMVE@MMSys 2014: 2:1-2:6
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Massivizing online games using cloud computing: A vision.
ICME Workshops 2014: 1-4
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Analyzing Implicit Social Networks in Multiplayer Online Games.
IEEE Internet Computing 18(3): 36-44 (2014)
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IaaS Cloud Benchmarking: Approaches, Challenges, and Experience.
Cloud Computing for Data-Intensive Applications 2014: 83-104 (book chapter)
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Benchmarking graph-processing platforms: a vision.
ICPE 2014: 289-292
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An experience report on using gamification in technical higher education.
SIGCSE 2014: 27-32
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How Well Do Graph-Processing Platforms Perform? An Empirical Performance Evaluation and Analysis.
IPDPS 2014: 395-404
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Understanding and recommending play relationships in online social gaming
COMSNETS 2013: 1-10
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Autonomic operation of massively multiplayer online games in clouds
CAC 2013: 10:1-10:10
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SLA-based operation of massively multiplayer online games in competition-based environments
C3S2E 2013: 104-112
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Autonomous massively multiplayer online game operation on unreliable resources
C3S2E 2013: 95-103
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Extending the Capabilities of Mobile Devices for Online Social Applications through Cloud Offloading
CCGrid 2013: 160-163
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The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation
2013, IEEE International Conference on Big Data (IEEE BigData)
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Massivizing Multi-player Online Games on Clouds.
CCGRID 2013: 152-155
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Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds.
SC 2013: 55:1-55:12
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A Periodic Portfolio Scheduler for Scientific Computing in the Data Center.
JSSPP 2013: 156-176
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Scheduling Jobs in the Cloud Using On-Demand and Reserved Instances.
Euro-Par 2013: 242-254
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The Failure Trace Archive: Enabling the comparison of failure measurements and models of distributed systems.
J. Parallel Distrib. Comput. 73(8): 1208-1223 (2013)
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  • Mark Hendrikx,
  • Sebastiaan Meijer,
  • Joeri Van Der Velden,
  • Alexandru Iosup
  • (2013)
Procedural content generation for games: A survey.
TOMCCAP 9(1): 1:1-1:22 (2013)
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Massively Multiplayer Online Games on unreliable resources
NetGames 2012: 1-2
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An analysis of online match-based games.
HAVE 2012: 134-139 (Workshops)
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  • Orna Agmon Ben-Yehuda,
  • Assaf Schuster,
  • Artyom Sharov,
  • Mark Silberstein,
  • Alexandru Iosup
  • (2012)
ExPERT: Pareto-Efficient Task Replication on Grids and a Cloud.
IPDPS 2012: 167-178
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The Game Trace Archive.
NetGames 2012: 1-6
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  • Enno Folkerts,
  • Alexander Alexandrov,
  • Kai Sachs,
  • Alexandru Iosup,
  • Volker Markl,
  • Cafer Tosun
  • (2012)
Benchmarking in the Cloud: What It Should, Can, and Cannot Be.
TPCTC 2012: 173-188
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An Analysis of Provisioning and Allocation Policies for Infrastructure-as-a-Service Clouds.
CCGRID 2012: 612-619
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RTSenv: An experimental environment for real-time strategy games
2011 10th Workshop on Network and Systems Support for Games: 1-6
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POGGI: generating puzzle instances for online games on grid infrastructures
Concurr. Comput. Pract. Exp. 23(2): 158-171 (2011)
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A new business model for massively multiplayer online games.
ICPE 2011: 271-282
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Dynamic Resource Provisioning in Massively Multiplayer Online Games.
IEEE Transactions on Parallel and Distributed Systems (TPDS)
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Grid Computing Workloads.
IEEE Internet Computing 15(2): 19-26 (2011)
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Identifying, analyzing, and modeling flashcrowds in BitTorrent.
Peer-to-Peer Computing 2011: 240-249
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On the Performance Variability of Production Cloud Services.
CCGRID 2011: 104-113
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Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing
IEEE Transactions on Parallel and Distributed Systems (TPDS)
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CAMEO: Enabling social networks for Massively Multiplayer Online Games through Continuous Analytics and cloud computing
NetGames 2010: 1-6
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The impact of virtualisation on the performance and operational costs of Massively Multiplayer Online Games
IJAMC 4(4): 364-386 (2010)
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Sampling Bias in BitTorrent Measurements.
Euro-Par 2010: 484-496
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BTWorld: towards observing the global BitTorrent file-sharing network.
HPDC 2010: 581-588
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The performance of bags-of-tasks in large-scale distributed systems.
HPDC 2010: 49-60
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The Failure Trace Archive: Enabling Comparative Analysis of Failures in Diverse Distributed Systems.
CCGRID 2010: 398-407 (Best Paper Award)
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Analysis and modeling of time-correlated failures in large-scale distributed systems.
GRID 2010: 65-72
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A Model for Space-Correlated Failures in Large-Scale Distributed Systems.
Euro-Par 2010: 88-100
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The impact of virtualization on the performance of Massively Multiplayer Online Games
NetGames 2009: 1-6
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POGGI: Puzzle-Based Online Games on Grid Infrastructures
Euro-Par 2009: 390-403
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C-Meter: A Framework for Performance Analysis of Computing Clouds.
CCGRID 2009: 472-477
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Trace-based evaluation of job runtime and queue wait time predictions in grids.
HPDC 2009: 111-120
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On the characteristics of grid workflows.
CoreGRID Symposium at Euro-Par 2008
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Efficient management of data center resources for massively multiplayer online games.
SC 2008: 10
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Inter-operating grids through Delegated MatchMaking.
Scientific Programming 16(2-3): 233-253 (2008) (Special Issue with Nominated and Best Paper Awards at SC|07
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A performance study of grid workflow engines.
GRID 2008: 25-32
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The performance of bags-of-tasks in large-scale distributed systems.
HPDC 2008: 97-108
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The Grid Workloads Archive.
Future Generation Comp. Syst. 24(7): 672-686 (2008)
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TRIBLER: a social-based peer-to-peer system.
Concurrency and Computation: Practice and Experience 20(2): 127-138 (2008)
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Build-and-Test Workloads for Grid Middleware: Problem, Analysis, and Applications.
CCGRID 2007: 205-213
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The Characteristics and Performance of Groups of Jobs in Grids.
Euro-Par 2007: 382-393
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Inter-operating grids through delegated matchmaking.
SC 2007: 13 (Nominated for Best Paper Award and Best Student Paper Award)
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On the dynamic resource availability in grids.
GRID 2007: 26-33
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On Grid Performance Evaluation Using Synthetic Workloads.
JSSPP 2006: 232-255
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Provisioning and Scheduling Resources for World-Wide Data-Sharing Services.
e-Science 2006: 84
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GRENCHMARK: A Framework for Analyzing, Testing, and Comparing Grids.
CCGRID 2006: 313-320
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Correlating Topology and Path Characteristics of Overlay Networks and the Internet.
CCGRID 2006: 10
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How are Real Grids Used? The Analysis of Four Grid Traces and Its Implications.
GRID 2006: 262-269
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2Fast : Collaborative Downloads in P2P Networks.
Peer-to-Peer Computing 2006: 23-30 (Best Paper Award)
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Supervised Master Theses
Understanding Service Reliability of Large Language Models: An Empirical Characterization on Operator and User Reports
PDF
Mewbie: Scale Adjustable Benchmark for Microservice Deployments
PDF
Operational Analysis of OpenAI Services Using Self-Reported Outages and Incidents
PDF
Erroneous Kubernetes Object Generation using Structure-aware Fuzzing
PDF
Controless: A serverless control plane for Kubernetes
'ODAbler': Design and Evaluation of an Operational Data Analytics Framework for Energy-efficient management of Workloads in a Data Centre Simulator OpenDC
PDF
Characterization and Modelling of Resource Usage and Energy Consumption in HPC Datacenters by Machine Learning
PDF
Data Characterization and Anomaly Detection for HPC Datacenters Using Machine Learning
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Understanding Datacenter Scheduler Programming Abstractions: Reference Architecture Design, Scheduler Analysis, and Cost Quantification
msF2FS: Design and Implementation of an NVMe ZNS SSD Optimized F2FS File System
FrogFishDB - A Timeseries Database for in-order timeseries using the TimeTree datastructure on ash SSDs
Radice: Data-driven Risk Analysis of Sustainable Cloud Infrastructure using Simulation
Modeling and Simulation of the Google TensorFlow Ecosystem
PDF
The Design and Experimental Use of CReB, a Container Registry Benchmark
PDF
Capelin: Fast Data-Driven Capacity Planning for Cloud Datacenters
The Design, Productization, and Evaluation of a Serverless Workflow-Management System
PDF
Experimental Performance Analysis of Graph Analytics Frameworks
POSUM: A Generic Portfolio Scheduler for MapReduce Workloads
Design and Experimental Evaluation of a System based on Dynamic Conits for Scaling Minecraft-like Environments
PDF
Workload Characterization and Modeling, and the Design and Evaluation of Cache Policies for Big Data Storage Workloads in the Cloud
ANANKE: a Q-Learning-Based Portfolio Scheduler for Complex Industrial Workflows
Design and Evaluation of a Portfolio Scheduler for Business-Critical Workloads Hosted in Cloud Datacenters

Supervised Bachelor Theses
DataViz: A Business Data Visualization System Using LLMs
PDF
Network Simulation for AI in the Digital Continuum
Kavier: Exploring Performance, Sustainability, and Efficiency of LLM Ecosystems under Inference through Cache-Aware Discrete-Event Simulation
Enhancing Operational Data Synthesis and Predictive Analysis in HPC Clusters Using Large Language Models
PDF
Exploring Redis Persistence Modes: Introducing AOFUring, an io_uring AOF extension
Task-in-Pod Scheduling Support for Kubernetes and Apache Spark Stack
ShareBench: Performance Characterization of Distributed Resource-Sharing Mechanisms
Labels, Cards, and Simulation-Based Analysis for Energy Efficiency and Sustainability in Data Centers
PDF
Collection and Analysis of Operational Traces from SURFsara Datacenters
PDF
LEGO, but with Servers: Creating the Building Blocks to Design and Simulate Datacenters
PDF
OpenDC Serverless: Design, Implementation and Evaluation of a FaaS Platform Simulator
PDF
A Systematic Design Space Exploration of Datacenter Schedulers
PDF
Nebu: A topology-aware deployment system for reliable virtualized multi-cluster environments

Supervised Literature Surveys
A Survey of Scheduling Algorithms for the Edge
PDF
Multivocal Survey of the Function Management Layer in the Open-Source Serverless Platforms
PDF
Survey of Graph Analysis Applications
PDF
  • Mark Hendrikx,
  • Sebastiaan Meijer,
  • Joeri Van Der Velden,
  • Alexandru Iosup
  • (2013)
Procedural content generation for games: A survey.
PDF

Supervised Honours Projects
M3SA: Exploring the Performance and Climate Impact of Datacenters by Multi-Model Simulation and Analysis
You do not need fast NVMes for MVEs. PokeSto: A Storage Benchmark for Modifiable Virtual Environments

Talks
Massivizing Computer Systems: VU on Sustainable Distributed Computer Ecosystems
Lorentz Center, Sustainable Scientific Computing '25, Leiden, Netherlands, Oct 27-31, 2025
Talk
Massivizing Computer Systems: VU on the Science, Design, and Engineering of Distributed Computer Ecosystems
ICT.Open'25, Utrecht, The Netherlands, April 15, 2025
Talk
A VU on Digital Twins to Improve the Performance and Technological Sustainability of Datacenters in the Continuum
MODSIM 2024, Seattle, USA, August 14-16, 2024
Talk
Building the Infrastructure Memex: VU on Operational Data Analytics in the 21st Century
ScalPerf'23, Bertinoro, Italy, Sep 18-21
Talk
Massivizing Computer Systems: VU on the Science, Design, and Engineering of Distributed Systems and Ecosystems
ENgineering Responsible Smart Systems, Smart Diaspora 2023, Timișoara, Romania, April 10-13, 2023.
Talk
Massivizing Graph Processing: The Science, Design, and Engineering of a Complex Ecosystems
The UTSA AI Consortium for Human Well-Being, U. Texas - San Antonio / Fri, Nov 18, 2022
Talk
Social Gamification Works! —OR— How I Learned to Stop Worrying and Love Teaching
IEEE German Education Conference 2022 (GeCon)
Talk
Massivizing Computer Systems: The Science, Design, and Engineering of Distributed Ecosystems (for Online Gaming)
Roblox
Talk
Massivizing Online Games — OR — How I Stopped Worrying and Learned to Love Doing Research in Gaming Systems
VU Computer Science Student Association - STORM
Talk
Massivizing Serverless Computing: The Science, Design, and Engineering of Serverless Ecosystems
U. Waterloo Serverless Roundtable 2022 / Sep 19, 2022
Talk
Massivizing High Performance Computing for AI and ML: VU on the Science, Design, and Engineering of AI and ML Ecosystems
ScalPerf 2022 / Sep 21, 2022
Talk
Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems
Australasian Computer Science Week 2021
Talk
Will It Rain Today? Understanding the Weather of Computing Clouds, Before it Happens
EuroSys Shadow PC meeting
Talk
Cloud Computing Systems and Ecosystems: Science, Design, and Engineering
Ericsson Research, Stockholm, Sweden
Talk
AtLarge Vision on the Design of Distributed Systems and Ecosystems
IEEE ICDCS 2019, Dallas, TX, USA
Talk
Massivizing Computer Systems, The Science of Distributed (Eco)systems
VU HPC workshop
Talk
Massivizing Computer Systems = Making Modern Computer Systems Scalable, Reliable, High-Performance, Easy-to-Develop, Easy-to-Use, etc., Efficiently
Invited Talk, Lorentz Center, Leiden, The Netherlands
Talk
Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems
38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018), July 2 – 5, 2018, Vienna, Austria.
Talk
Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems
13th Cloud Control Workshop, June 13-15, 2018, Skåvsjöholm, Sweden
Talk
Massivizing Computer Systems: The Science of Distributed Ecosystems
Vrije Universiteit Amsterdam
Talk
On the Future of Higher Education: Darwinian and non-Darwinian Advances in Curriculum, Didactics, Technology, and Management
8th NSF/TCPP Workshop on Parallel and Distributed Computing Education (EduPar-18)
Talk
Talk Visit UPB-VU, May 9, 2018
Vrije Universiteit Amsterdam
Talk
Introduction to Massivizing Computer Systems, Our Research Group
VU + TUD, the Netherlands
Talk
Introduction to Cloud Computing
Workshop, Restart.network, CiC Rotterdam, the Netherlands
Talk
Higher Education and Big Data: Vision, Ongoing Research, and Pragmatic Perspectives
Invited Talk at NWO/MinOCW meeting on Big Data in Higher Education
Talk
The Teacher Is the Future
Invited Talk at VSNU Symposium on the Future of Education
Talk
Massivizing Computer Systems = Making Modern Computer Systems Scalable, Reliable, High-Performance, Easy-to-Develop, Easy-to-Use, etc., Efficiently
Invited Talk, Tsinghua-VU Faculty Symposium, Beijing, China
Talk
Introduction to Cloud Computing
Workshop, Restart.network, CiC Rotterdam, the Netherlands
Talk
Massivizing Computer Systems = Making Modern Computer Systems Scalable, Reliable, High-Performance, Easy-to-Develop, Easy-to-Use, etc., Efficiently
Keynote, VU FEW Faculty Symposium, Amsterdam, the Netherlands
Talk
Graphalytics: a Big Data Benchmark for Graph-Processing Platforms
Invited Talk, LDBC TUC meeting at SAP, Walldorf, Germany
Talk
Gamification Works! Or: How I Learned to Stop Worrying and Love Teaching
Invited Talk, VSNU Education Day, the Netherlands
Talk
Massivizing Distributed Systems = Making Systems Scalable, Reliable, High-Performance, etc., Yet Efficient
Invited Talk, Lorentz Center, the Netherlands
Talk
Gamification Works! Or: How I Learned to Stop Worrying and Love Teaching
Invited Talk, VSNU Education Day, the Netherlands
Talk
Graphalytics: from Benchmarking to Performance Engineering
Keynote, PELGA workshop at Euro-Par
Talk
Massivizing Distributed Systems = Making Systems Scalable, Reliable, High-Performance, etc., Yet Efficient
Award Talk, Netherlands Yearly Prize for ICT Research (NWO/IPN/KHMW) Nederlandse Prijs for ICT-onderzoek), the Netherlands
Talk
On the Future of Higher Education: Gamification, The Pyramid of Needs, and ICT to the Rescue
Invited Talk at ICT.OPEN
Talk
Graphalytics: a Big Data Benchmark for Graph-Processing Platforms
Invited Talk, LDBC TUC meeting at UPC Barcelona, Spain
Talk
Massivizing (= Scalable, High Performance, Reliable, Efficient) Graph-Processing Systems
Invited Talk, NIRICT, the Netherlands
Talk
Global-Scale Applications Rely on Datacenters, Datacenters Rely on Scalable Computer Systems
Invited Talk, University of Texas in Austin, TX, USA
Talk
Benchmarking Platforms for Large-Scale Graph Processing and RDF Data Management: The LDBC Approach
Tutorial at ICPE
Talk
Global-Scale Applications Rely on Datacenters, Datacenters Rely on Scalable Computer Systems
Invited Talk, IBM TJ Watson Research Center, NY, USA
Talk
Graphalytics: a Big Data Benchmark for Graph-Processing Platforms
Invited Talk, LDBC TUC meeting at IBM TJ Watson Research Center, NY, USA
Talk
Gamification Works!
Keynote, TU Delft Yearly Education Day
Talk
Gamification: an Interactive Session
Interactive Session, CEL meeting on Education in Higher Education, the Netherlands
Talk
Platform Selection and Performance Engineering for Graph Processing on Parallel and Distributed Platforms
Tutorial at ICPE
Talk
Scalable High Performance Systems
Technology Masterclass at the Royal Society for Engineers (KIVI), the Netherlands
Talk
Global-Scale Applications Rely on Datacenters, Datacenters Rely on Scalable Computer Systems
Technology Masterclass at Delft International Festival of Technology
Talk
Graphalytics: a Big Data Benchmark for Graph-Processing Platforms
Invited Talk, LDBC TUC meeting in Barcelona, Spain
Talk
Statistical Characterization of Business-Critical Workloads Hosted in Cloud Datacenters
Invited Talk, SPEC RG Cloud Group
Talk
Massivizing Online Gaming: Distributed Computing Challenges and High Quality Time
Invited Talk, group talks at EEMCS, the Netherlands
Talk
The Teacher of the Future
Invited Talk, Ministry of Education, Culture, and Research (MinOCW), the Netherlands
Talk
The Lecturer of the Future
Keynote, TU Delft EEMCS Yearly Education Day
Talk
Gamification Works!
Invited Talk, Gamification World, special event for March: a one-day conference on Gamification!, Amsterdam, the Netherlands
Talk
Self-* Datacenter Management for Business Critical Workloads
Dagstuhl Seminar 15041: Model-driven Algorithms and Architectures for Self-Aware Computing Systems
Talk
Gamification in Technical Higher Education: Playful Education for Generation X/Y/Z/…
Invited talk, QS Conference on Higher Education at Wharton
Talk
Clouds and Big Data: Between Efficient Datacentres and Demanding Users
Invited Talk, Cloud Control workshop in Moelle, Sweden
Talk
Benchmarking Big Data in the Data Center: A TU Delft Perspective
Invited Talk, WBDB workshop in Potsdam, Germany
Talk
Big Data in the Cloud: Enabling the Fourth Paradigm by Matching SMEs with Datacenters
Invited Talk, ISO BDSG meeting in Amsterdam, the Netherlands
Talk
Benchmarking Graph-Processing Platforms: A Vision
Invited Talk, LDBC meeting in Amsterdam, the Netherlands
Talk
Using Gamification in Technical Higher Education: An XP Report
Article talk, ACM SIGCSE'14
Talk
A TU Delft Perspective on Big Data: Machine-Level Graph Processing, Time-Based Data Analytics, and Data Preservation in Large-Scale Distributed Systems
Invited Lecture, IBM Research Labs, Haifa, Israel
Talk
Scheduling in IaaS Cloud Computing Environments: Anything New?
Invited Lecture, CS Dept., The Hebrew University in Jerusalem (HUJI), Israel
Talk
A TU Delft Perspective on Big Data: Machine-Level Graph Processing, Time-Based Data Analytics, and Data Preservation in Large-Scale Distributed Systems
Invited Lecture, CS Dept., Technion, Israel
Talk
IaaS Cloud Benchmarking: Approaches, Challenges, and Experience
Invited Lecture, CS Dept., Technion, Israel
Talk
Massivizing Social Games: Distributed Computing Challenges and High Quality Time
Invited Lecture, CS Dept., Technion, Israel
Talk
IaaS Cloud Benchmarking: Approaches, Challenges, and Experience
Invited Lecture, Intel Haifa, Israel
Talk
Gamification: Playful Teaching for Generation-X/-Y/-Z/…
Keynote, TU Delft Yearly Education Day
Talk
IaaS Cloud Benchmarking: Approaches, Challenges, and Experience
Keynote, HotTopiCS @ ICPE 2013
Talk
Towards Logging and Preserving the Entire History of Distributed Systems
Dagstuhl Seminar 12472: Is the Future of Preservation Cloudy?
Talk
IaaS Cloud Benchmarking: Approaches, Challenges, and Experience
MTAGS/ACM SC'12
Talk
Cloud Computing: Open Research Questions for the Next Decade
Invited Talk at ICT.OPEN
Talk
Cloud Computing Support for Massively Social Gaming (Rain for the Thirsty)
Microsoft MSR Conference on Cloud Futures 2010
Talk
Massivizing Social Games: Yesterday, Today, and The Next Five Years
Keynote Annual Syposium of the The Foundation for Fundamental Research on Matter (FOM)
Talk

Teaching
    Course Architect
Computer Organization / Systems Architecture, BSc, VU (2017-ongoing)
    Course Architect
Distributed Systems, MSc, VU (2017-ongoing)
    Course Architect
Computer Organization, BSc, TUD (2011-2016)
    Course Architect
Distributed Systems, MSc, TUD (on and off 2009-2014, then yearly 2014-2016)

Contact

info@atlarge-research.com

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