Matthijs Jansen

Ph.D. student, Vrije Universiteit Amsterdam

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

Contact

Links

Publications
Master Thesis
Talks
Course List

Publications
Memory Efficient WebAssembly Containers
Third International Workshop on Intelligent and Adaptive Edge-Cloud Operations and Services (Intel4EC 2025)
PDF
Columbo: A Reasoning Framework for Kubernetes’ Configuration Space
16th ACM/SPEC International Conference on Performance Engineering (ICPE 2025)
PDF
Performance Characterization of Data Store Event Trigger Mechanisms for Serverless Computing
25th IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGRID 2025)
PDF
Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions
IEEE Internet Computing 28(3): 6-16 (2024)
PDF
The computing continuum: From IoT to the cloud
Internet of Things 27: 101272 (2024)
PDF
Reviving Storage Systems Education in the 21st Century — An experience report
IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing 2024
PDF
Can My WiFi Handle the Metaverse? A Performance Evaluation Of Meta’s Flagship Virtual Reality Hardware
ICPE HotCloudPerf 2023
PDF
Continuum: Automate Infrastructure Deployment and Benchmarking in the Compute Continuum
ICPE FastContinuum 2023
The SPEC-RG Reference Architecture for the Compute Continuum
CCGRID 2023
GradeML: Towards Holistic Performance Analysis for Machine Learning Workflows
HotCloudPerf 2021
PDF
DDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning
2020 IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers (DLS)

Master Thesis
A Performance-Based Recommender System for Distributed DNN Training

Supervised Master Theses
Enhancing Graph Processing Efficiency in Kubernetes: Towards Application-Aware Scheduling
End-to-End Power Model for the Compute Continuum
Controless: A serverless control plane for Kubernetes
Memory-Efficient WebAssembly Containers
Real-time Scaphandre Energy Metrics Pipeline Integrated with Escheduler
Exploring the Performance of Kubernetes-Deployed Containers
Edgeless: Design and Implementation of Serverless Computing at the Edge for Performance in Precision Agriculture

Supervised Bachelor Theses
Kubeless: A Novel Architecture for Kubernetes' Control Plane
Embedded Domain Specific Language: A Streamlined Approach for Framework Abstraction

Supervised Literature Surveys
A Survey of Energy Measurement Methodologies for Computer Systems
Survey of Function Offloading and Serverless Functions in the Computing Continuum
Exploring the Performance-Isolation Trade-off for Isolation Mechanisms
Serverless Computing at the Edge in Precise Agriculture
A Survey of Scheduling Algorithms for the Edge

Talks
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)
The SPEC-RG Reference Architecture for The Edge Continuum
CompSys 2022
The SPEC-RG Reference Architecture for the Edge Continuum
ICT.OPEN 2022
A Scalable Benchmarking Infrastructure for Distributed Deep Learning
ICT.OPEN 2021
DDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning
DLS 2020 - IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers

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)