Matthijs Jansen

Ph.D. student, Vrije Universiteit Amsterdam

Research Focus
Cloud-Edge-IoT Compute Continuum, Infrastructure Deployment, Configuration Management

Contact

Links

Publications

• Dragi Kimovski,
• Nishant Saurabh,
• Matthijs Jansen,
• Atakan Aral,
• Auday Al-Dulaimy,
• André B. Bondi,
• Antonino Galletta,
• Allesandro Vittorio Papadopoulos,
• Alexandru Iosup,
• Radu Prodan
• (2024)

Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions

IEEE Internet Computing 28(3): 6-16 (2024)

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Cite

• Auday Al-Dulaimy,
• Matthijs Jansen,
• Bjarne Johansson,
• Animesh Trivedi,
• Alexandru Iosup,
• Mohammad Ashjaei,
• Antonino Galletta,
• Dragi Kimovski,
• Radu Prodan,
• Konstantinos Tserpes,
• George Kousiouris,
• Chris Giannakos,
• Ivona Brandic,
• Nawfal Ali,
• André B. Bondi,
• Allesandro Vittorio Papadopoulos
• (2024)

The computing continuum: From IoT to the cloud

Internet of Things 27: 101272 (2024)

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• Animesh Trivedi,
• Matthijs Jansen,
• Krijn Doekemeijer,
• Sacheendra Talluri,
• Nick Tehrany
• (2024)

Reviving Storage Systems Education in the 21st Century — An experience report

IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing 2024

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• Jesse Donkervliet,
• Matthijs Jansen,
• Animesh Trivedi,
• Alexandru Iosup
• (2023)

Can My WiFi Handle the Metaverse? A Performance Evaluation Of Meta’s Flagship Virtual Reality Hardware

ICPE HotCloudPerf 2023

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• Matthijs Jansen,
• Linus Wagner,
• Animesh Trivedi,
• Alexandru Iosup
• (2023)

Continuum: Automate Infrastructure Deployment and Benchmarking in the Compute Continuum

ICPE FastContinuum 2023

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• Matthijs Jansen,
• Auday Al-Dulaimy,
• Allesandro Vittorio Papadopoulos,
• Animesh Trivedi,
• Alexandru Iosup
• (2023)

The SPEC-RG Reference Architecture for the Compute Continuum

CCGRID 2023

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• Tim Hegeman,
• Matthijs Jansen,
• Alexandru Iosup,
• Animesh Trivedi
• (2021)

GradeML: Towards Holistic Performance Analysis for Machine Learning Workflows

HotCloudPerf 2021

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• Matthijs Jansen,
• Ana Lucia Vărbănescu,
• Valeriu Codreanu
• (2020)

DDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning

2020 IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers (DLS)

PDF

PDF Talk Artifact

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Master Thesis

• Matthijs Jansen,
• Ana Lucia Vărbănescu,
• Valeriu Codreanu,
• Alexandru Iosup
• (2020)

A Performance-Based Recommender System for Distributed DNN Training

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PDF Article Talk Artifact

Supervised Master Theses

• Jacek Kuśnierz,
• Matthijs Jansen,
• Viktor Leis
• (2024)

Enhancing Graph Processing Efficiency in Kubernetes: Towards Application-Aware Scheduling

PDF

• David Freina,
• Matthijs Jansen,
• Tiziano De Matteis
• (2024)

End-to-End Power Model for the Compute Continuum

PDF

PDF Artifact

• Debarghya Saha,
• Matthijs Jansen,
• Alexandru Iosup
• (2024)

Controless: A serverless control plane for Kubernetes

PDF

PDF Artifact

• Maciej Kozub,
• Matthijs Jansen,
• Daniele Bonetta
• (2024)

Memory-Efficient WebAssembly Containers

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PDF Artifact

• Tim van Kemenade,
• Matthijs Jansen,
• Daniele Bonetta
• (2024)

Real-time Scaphandre Energy Metrics Pipeline Integrated with Escheduler

PDF

PDF Artifact

• Antonis Sklavos,
• Matthijs Jansen,
• Animesh Trivedi
• (2023)

Exploring the Performance of Kubernetes-Deployed Containers

PDF

PDF Artifact

• Ed Reinoso Campos,
• Matthijs Jansen,
• Animesh Trivedi
• (2023)

Edgeless: Design and Implementation of Serverless Computing at the Edge for Performance in Precision Agriculture

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PDF Artifact

Supervised Bachelor Theses

• Davit Darbinyan,
• Matthijs Jansen,
• Tiziano De Matteis
• (2024)

Kubeless: A Novel Architecture for Kubernetes' Control Plane

PDF

PDF Artifact

• Daniel Berzak,
• Matthijs Jansen,
• Animesh Trivedi
• (2023)

Embedded Domain Specific Language: A Streamlined Approach for Framework Abstraction

PDF

PDF Artifact

Supervised Literature Surveys

• David Freina,
• Matthijs Jansen,
• Animesh Trivedi
• (2024)

A Survey of Energy Measurement Methodologies for Computer Systems

PDF

• Debarghya Saha,
• Sacheendra Talluri,
• Matthijs Jansen,
• Animesh Trivedi
• (2024)

Survey of Serverless Workflows

PDF

• Maciej Kozub,
• Matthijs Jansen,
• Daniele Bonetta
• (2024)

Survey of Function Offloading and Serverless Functions in the Computing Continuum

PDF

• Antonis Sklavos,
• Matthijs Jansen,
• Animesh Trivedi
• (2023)

Exploring the Performance-Isolation Trade-off for Isolation Mechanisms

PDF

• Ed Reinoso Campos,
• Matthijs Jansen,
• Animesh Trivedi
• (2023)

Serverless Computing at the Edge in Precise Agriculture

PDF

• Tim van Kemenade,
• Matthijs Jansen,
• Alexandru Iosup
• (2023)

A Survey of Scheduling Algorithms for the Edge

PDF

Talks

• Matthijs Jansen
• (2023)

Continuum: Automate Infrastructure Deployment and Benchmarking in the Compute Continuum

FastContinuum Workshop, Companion of the 2023 ACM/SPEC International Conference on Performance Engineering (ICPE '23 Companion)

Talk

• Matthijs Jansen
• (2022)

The SPEC-RG Reference Architecture for The Edge Continuum

CompSys 2022

Talk

• Matthijs Jansen
• (2022)

The SPEC-RG Reference Architecture for the Edge Continuum

ICT.OPEN 2022

Talk

• Matthijs Jansen
• (2021)

A Scalable Benchmarking Infrastructure for Distributed Deep Learning

ICT.OPEN 2021

Talk

• Matthijs Jansen
• (2020)

DDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning

DLS 2020 - IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers

Talk

Teaching

Teaching Assistant

Advanced Topics in Distributed Systems, MSc, VU (2020-ongoing)

Teaching Assistant

Storage Systems, MSc, VU (2020-ongoing)

Teaching Assistant

Distributed Systems, MSc, VU (2017-ongoing)