Tobias Pfandzelter

I’m a Research Associate and PhD student at the Mobile Cloud Computing research group at Technische Universität Berlin and Einstein Center Digital Future. My research interests include Fog and Edge Computing, modern software architectures such as microservices and serverless compute, and novel LEO satellite networks.

I received my Master of Science in Computer Science from Technische Universität Berlin in 2019 with a 1.0 grade (equiv. to 4.0 GPA). While studying in Berlin, I worked as a Systems Administrator at audibene/hear.com. In 2022, I completed a 6-month research associate internship at the Systems Architecture Lab at Hewlett Packard Labs in Milpitas, California.

GitHub | Google Scholar | LinkedIn

Experience

since 10/2019 – Research Associate & PhD student @ Mobile Cloud Computing Research Group (Technische Universität Berlin & Einstein Center Digital Future)

05/2022 - 11/2022 – Research Associate Intern @ Hewlett Packard Labs

09/2019 – Smart Shanghai Summer School @ Tongji University (同济大学) Shanghai

10/2017 - 09/2019 – M.Sc. Computer Science (Grade 1.0) @ Technische Universität Berlin

03/2015 - 08/2019 – Systems Administrator @ audibene GmbH

10/2014 - 03/2018 – B.Sc. Computer Science @ Technische Universität Berlin

Publications

Nick Stender, Tobias Pfandzelter, David Bermbach Eventually Consistent Configuration Management in Fog Systems with CRDTs arXiv:2306.01595 [cs.DC] 2023 PDF Cite

Emil Balitzki, Tobias Pfandzelter, David Bermbach Predicting Temporal Aspects of Movement for Predictive Replication in Fog Environments arXiv:2306.00575 [cs.DC] 2023 PDF Cite

Marvin Kruber, Tobias Pfandzelter, David Bermbach Efficient Exchange of Metadata Information in Geo-Distributed Fog Systems arXiv:2305.13385 [cs.DC] 2023 PDF Cite

Sergiy Melnyk, Qiuheng Zhou, Hans D. Schotten, Mandy Galkow-Schneider, Ingo Friese, Tobias Pfandzelter, David Bermbach, Louay Bassbouss, Alexander Zoubarev, Andy Neparidze, Arndt Kritzner, Enrico Zschau, Prasenjit Dhara, Steve Göring, William Menz, Alexander Raake, Wolfgang Rüther-Kindel, Fabian Quaeck, Nick Stuckert, Robert Vilter 6G NeXt — Towards 6G Split Computing Network Applications: Use Cases and Architecture 27th ITG-Symposium on Mobile Communication - Technologies and Applications (MKT '23) 2023 Cite

Trever Schirmer, Nils Japke, Sofia Greten, Tobias Pfandzelter, David Bermbach The Night Shift: Understanding Performance Variability of Cloud Serverless Platforms 1st Workshop on SErverless Systems, Applications and MEthodologies (SESAME '23) 2023 PDF Cite

Tobias Pfandzelter, David Bermbach Towards a Benchmark for Fog Data Processing arXiv:2304.09026 [cs.DC] 2023 PDF Cite

Minghe Wang, Trever Schirmer, Tobias Pfandzelter, David Bermbach Lotus: Serverless In-Transit Data Processing for Edge-based Pub/Sub 6th International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2021) 2023 PDF Cite

Tobias Pfandzelter, Nils Japke, Trever Schirmer, Jonathan Hasenburg, David Bermbach Managing Data Replication and Distribution in the Fog with FReD arXiv:2303.05256 [cs.DC] 2023 PDF Cite

Tobias Pfandzelter, David Bermbach Failure is not an Option: Considerations for Software Fault-Tolerance in LEO Satellite Edge Computing arXiv:2302.08952 [cs.DC] 2023 PDF Cite

Haidong Zhao, Zakaria Benomar, Tobias Pfandzelter, Nikolaos Georgantas Supporting Multi-Cloud in Serverless Computing 11th International Workshop on Cloud and Edge Computing, and Applications Management (CloudAM 2022) 2022 PDF Cite

Trever Schirmer, Joel Scheuner, Tobias Pfandzelter, David Bermbach Fusionize: Improving Serverless Application Performance through Feedback-Driven Function Fusion 10th IEEE International Conference on Cloud Engineering (IC2E 2022) 2022 PDF Cite

Tobias Pfandzelter, Sören Henning, Trever Schirmer, Wilhelm Hasselbring, David Bermbach Streaming vs. Functions: A Cost Perspective on Cloud Event Processing 10th IEEE International Conference on Cloud Engineering (IC2E 2022) 2022 PDF Cite

Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward 2nd International Workshop on Testing Distributed Internet of Things Systems (TDIS 2022) 2022 PDF Cite

Tobias Pfandzelter, David Bermbach Celestial: Virtual Software System Testbeds for the LEO Edge 23rd International Middleware Conference (Middleware 2022) 2022 PDF Cite Slides

Tobias Pfandzelter, David Bermbach Testing LEO Edge Software Systems with Celestial Technical Report MCC.2022.1, Technische Universität Berlin & ECDF, Mobile Cloud Computing Research Group 2022 PDF Cite

Tobias Pfandzelter, Trever Schirmer, David Bermbach Towards Distributed Coordination for Fog Platforms 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2022) Poster Track 2022 PDF Cite Slides

Tobias Pfandzelter, David Bermbach QoS-Aware Resource Placement for LEO Satellite Edge Computing 6th IEEE International Conference on Fog and Edge Computing (ICFEC 2022) 2022 PDF Cite Slides

Malte Bellmann, Tobias Pfandzelter, David Bermbach Predictive Replica Placement for Mobile Users in Distributed Fog Data Stores with Client-Side Markov Models 14th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2021) Companion (UCC 2021 Companion) 2021 PDF Cite Slides

David Bermbach, Jonathan Bader, Jonathan Hasenburg, Tobias Pfandzelter, Lauritz Thamsen AuctionWhisk: Using an Auction-Inspired Approach for Function Placement in Serverless Fog Platforms Wiley - Software: Practice and Experience 2021 PDF Cite

Martin Grambow, Tobias Pfandzelter, Luk Burchard, Carsten Schubert, Max Zhao, David Bermbach BeFaaS: An Application-Centric Benchmarking Framework for FaaS Platforms 9th IEEE International Conference on Cloud Engineering (IC2E 2021) 2021 PDF Cite

Tobias Pfandzelter, David Bermbach Towards Predictive Replica Placement for Distributed Data Stores in Fog Environments 9th IEEE International Conference on Cloud Engineering (IC2E 2021) 2021 PDF Cite Slides

Tobias Pfandzelter, Jonathan Hasenburg, David Bermbach From Zero to Fog: Efficient Engineering of Fog-Based Internet of Things Applications Wiley - Software: Practice and Experience 2021 PDF Cite

Tobias Pfandzelter, David Bermbach Edge (of the Earth) Replication: Optimizing Content Delivery in Large LEO Satellite Communication Networks 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2021) 2021 PDF Cite Recording

Tobias Pfandzelter, Jonathan Hasenburg, David Bermbach Towards a Computing Platform for the LEO Edge 4th International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2021) 2021 PDF Cite Recording

Tobias Pfandzelter, David Bermbach tinyFaaS: A Lightweight FaaS Platform for Edge Environments 2nd IEEE International Conference on Fog Computing (ICFC 2020) 2020 PDF Cite Recording

David Bermbach, Setareh Maghsudi, Jonathan Hasenburg, Tobias Pfandzelter Towards Auction-Based Function Placement in Serverless Fog Platforms 2nd IEEE International Conference on Fog Computing (ICFC 2020) 2020 PDF Cite

Tobias Pfandzelter, David Bermbach IoT Data Processing in the Fog: Functions, Streams, or Batch Processing? 1st Workshop on Efficient Data Movement in Fog Computing (DaMove 2019) 2019 PDF Cite

Martin Grambow, Jonathan Hasenburg, Tobias Pfandzelter, David Bermbach Is it Safe to Dockerize my Database Benchmark? 34th ACM Symposium on Applied Computing, Posters Track (SAC 2019) 2019 PDF Cite

Martin Grambow, Jonathan Hasenburg, Tobias Pfandzelter, David Bermbach Dockerization Impacts in Database Performance Benchmarking Technical Report MCC.2018.1, Technische Universität Berlin & ECDF, Mobile Cloud Computing Research Group 2018 PDF Cite

Miscellaneous

04/2023 – Poisoning SIGBOVIK-Scale Training Datasets is Practical, SIGBOVIK 2023 PDF PDF

10/2022 – Testing LEO Edge Software Systems in Virtual Testbeds, Tutorial @ LEOCONN 2022 PDF Recording

04/2022 – On the Possibilities and Challenges of Organic UAV-Assisted MEC, SIGBOVIK 2022 PDF

04/2022 – Infrastructure-as-PowerPoint: A No-Code Approach to Cloud Infrastructure Management, SIGBOVIK 2022 PDF

09/2019 – PROMOS Scholarship for Smart Shanghai Summer School at Tongji University (同济大学) Shanghai

05/2019 – Cert. Ubiquiti Enterprise Wireless Admin from Ubiquiti Inc.