Sotabase

Career

· Postdoctoral Researcher, ETH Zürich2024–
· Research Intern, Microsoft Research2019–2019
· PhD in Computer Science, ETH Zürich2018–2024
· Research Assistant, ETH Zürich2018–2024
· Research Assistant, Louisiana State University2016–2016
· Student Research Assistant, RWTH Aachen2016–2017
· Software Engineer, The STE||AR Group2015–
· Student Research Assistant, Jülich Supercomputing Centre2014–2016
· Software Engineer, PRISM model checker2014–
· Master of Science (MSc) in Simulation Sciences, RWTH Aachen2014–2017
· Summer School in Mathematics, University of Perugia2014–
· Student Research Assistant, Silesian University of Technology2012–2013
· Student Research Assistant, The Institute of Theoretical and Applied Informatics2012–2013
· Bachelor of Science in Engineering (BSc) in Computer Science, Silesian University of Technology2010–2014

Publications (38)

SeBS: a serverless benchmark suite for function-as-a-service computing
International Middleware Conference · 2020
200
cited
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Micro · 2021
103
cited
Demystifying Chains, Trees, and Graphs of Thoughts
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
56
cited
Reasoning Language Models: A Blueprint
arXiv.org · 2025
33
cited
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra
Proceedings of the VLDB Endowment · 2021
27
cited
FMI: Fast and Cheap Message Passing for Serverless Functions
International Conference on Supercomputing · 2023
24
cited
rFaaS: Enabling High Performance Serverless with RDMA and Leases
IEEE International Parallel and Distributed Processing Symposium · 2021
23
cited
Software Resource Disaggregation for HPC with Serverless Computing
IEEE International Parallel and Distributed Processing Symposium · 2024
19
cited
Extracting clean performance models from tainted programs
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2020
15
cited
RFaaS: RDMA-Enabled FaaS Platform for Serverless High-Performance Computing
arXiv.org · 2021
14
cited
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing
Computing in science & engineering (Print) · 2024
14
cited
STEllAR-GROUP/hpx: HPX V1.1.0: The C++ Standards Library for Parallelism and Concurrency
2018
12
cited
ExtraPeak: Advanced Automatic Performance Modeling for HPC Applications
Software for Exascale Computing · 2020
11
cited
Process-as-a-Service: Unifying Elastic and Stateful Clouds with Serverless Processes
ACM Symposium on Cloud Computing · 2024
9
cited
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration
IEEE Transactions on Parallel and Distributed Systems · 2020
9
cited
FaaSKeeper: Learning from Building Serverless Services with ZooKeeper as an Example
IEEE International Symposium on High-Performance Parallel Distributed Computing · 2022
8
cited
Performance-detective: automatic deduction of cheap and accurate performance models
International Conference on Supercomputing · 2022
7
cited
SeBS-Flow: Benchmarking Serverless Cloud Function Workflows
European Conference on Computer Systems · 2024
6
cited
User-guided Page Merging for Memory Deduplication in Serverless Systems
BigData Congress [Services Society] · 2023
5
cited
Affordable AI Assistants with Knowledge Graph of Thoughts
arXiv.org · 2025
4
cited
Sotabase
Marcin Copik | Researcher Profile | Sotabase | Sotabase