Hans-Arno Jacobsen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2025
Publications (10 Years): 208

Top Venues

Publications

Nikolai Merkel, Daniel Stoll, Ruben Mayer, Hans-Arno Jacobsen
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training. EDBT (2025)
Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly. DEEM@SIGMOD (2024)
Jana Vatter, Ruben Mayer, Hans-Arno Jacobsen, Horst Samulowitz, Michael Katz
Choosing a Classical Planner with Graph Neural Networks. CoRR (2024)
Jeeta Ann Chacko, Ruben Mayer, Hans-Arno Jacobsen
Should my Blockchain Learn to Drive? A Study of Hyperledger Fabric. CoRR (2024)
Alexander Erben, Ruben Mayer, Hans-Arno Jacobsen
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study. Proc. VLDB Endow. 17 (6) (2024)
Mohammadreza Najafi, Thamir M. Qadah, Mohammad Sadoghi, Hans-Arno Jacobsen
DIBA: A Re-Configurable Stream Processor. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Gengrui Zhang, Fei Pan, Yunhao Mao, Sofia Tijanic, Michael Dang'ana, Shashank Motepalli, Shiquan Zhang, Hans-Arno Jacobsen
Reaching Consensus in the Byzantine Empire: A Comprehensive Review of BFT Consensus Algorithms. ACM Comput. Surv. 56 (5) (2024)
René Schwermer, Ruben Mayer, Hans-Arno Jacobsen
Federated Computing - Survey on Building Blocks, Extensions and Systems. CoRR (2024)
Gengrui Zhang, Fei Pan, Sofia Tijanic, Hans-Arno Jacobsen
PrestigeBFT: Revolutionizing View Changes in BFT Consensus Algorithms with Reputation Mechanisms. ICDE (2024)
Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
A Survey on Efficient Federated Learning Methods for Foundation Model Training. CoRR (2024)
Jawad Tahir, Chiheb Baili, Matej Svaral, Johannes Friedlein, Christoph Doblander, Hans-Arno Jacobsen
Challenger 2.0: A Step Towards Automated Deployments and Resilient Solutions for the DEBS Grand Challenge. DEBS (2024)
Herbert Woisetschläger, Simon Mertel, Christoph Krönke, Ruben Mayer, Hans-Arno Jacobsen
Federated Learning and AI Regulation in the European Union: Who is Responsible? - An Interdisciplinary Analysis. CoRR (2024)
Jana Vatter, Ruben Mayer, Hans-Arno Jacobsen
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey. ACM Comput. Surv. 56 (1) (2024)
Herbert Woisetschläger, Alexander Erben, Bill Marino, Shiqiang Wang, Nicholas D. Lane, Ruben Mayer, Hans-Arno Jacobsen
Federated Learning Priorities Under the European Union Artificial Intelligence Act. CoRR (2024)
Jeyhun Karimov, Hans-Arno Jacobsen
SASPAR: Shared Adaptive Stream Partitioning. ICDE (2023)
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
FabricCRDT: A Conflict-Free Replicated Datatypes Approach to Permissioned Blockchains. CoRR (2023)
Nikolai Merkel, Ruben Mayer, Tawkir Ahmed Fakir, Hans-Arno Jacobsen
Partitioner Selection with EASE to Optimize Distributed Graph Processing. ICDE (2023)
Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study. CoRR (2023)
Shashank Motepalli, Hans-Arno Jacobsen
Analyzing Geospatial Distribution in Blockchains. DAPPS (2023)
Jeeta Ann Chacko, Ruben Mayer, Hans-Arno Jacobsen
How To Optimize My Blockchain? A Multi-Level Recommendation Approach. CoRR (2023)
Shashank Motepalli, Hans-Arno Jacobsen
Analyzing Geospatial Distribution in Blockchains. CoRR (2023)
René Schwermer, Ruben Mayer, Hans-Arno Jacobsen
Energy vs Privacy: Estimating the Ecological Impact of Federated Learning. e-Energy (2023)
Gengrui Zhang, Fei Pan, Sofia Tijanic, Hans-Arno Jacobsen
PrestigeBFT: Revolutionizing View Changes in BFT Consensus Algorithms with Reputation Mechanisms. CoRR (2023)
Frank Christian Geyer, Hans-Arno Jacobsen, Ruben Mayer, Peter Mandl
An End-to-End Performance Comparison of Seven Permissioned Blockchain Systems. CoRR (2023)
Gengrui Zhang, Yunhao Mao, Shiquan Zhang, Shashank Motepalli, Fei Pan, Hans-Arno Jacobsen
V-Guard: An Efficient Permissioned Blockchain for Achieving Consensus under Dynamic Memberships in V2X Networks. CoRR (2023)
Shashank Motepalli, Hans-Arno Jacobsen
How Does Stake Distribution Influence Consensus? Analyzing Blockchain Decentralization. CoRR (2023)
Nikolai Merkel, Daniel Stoll, Ruben Mayer, Hans-Arno Jacobsen
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training. CoRR (2023)
Frank Christian Geyer, Hans-Arno Jacobsen, Ruben Mayer, Peter Mandl
An End-to-End Performance Comparison of Seven Permissioned Blockchain Systems. Middleware (2023)
Yuqiu Zhang, Tongkun Zhang, Gengrui Zhang, Hans-Arno Jacobsen
Lifting the Fog of Uncertainties: Dynamic Resource Orchestration for the Containerized Cloud. SoCC (2023)
Jana Vatter, Ruben Mayer, Hans-Arno Jacobsen
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey. CoRR (2023)
Jeeta Ann Chacko, Nino Richter, Ruben Mayer, Hans-Arno Jacobsen
Fabric-Visualizer: A Transaction Dependency Visualizer for Hyperledger Fabric. Middleware Demos/Posters/Doctoral Symposium (2023)
Manuel Weber, Farzan Banihashemi, Peter Mandl, Hans-Arno Jacobsen, Ruben Mayer
Overcoming Data Scarcity through Transfer Learning in CO2-Based Building Occupancy Detection. BuildSys@SenSys (2023)
Gabriel Paulos, Tongkun Zhang, Yuqiu Zhang, Gerry Zhu, Jeyhun Karimov, Hans-Arno Jacobsen
Efficient Data Transfer in Shared-storage Cloud Data Processing Systems with OPTICS. CASCON (2023)
Herbert Woisetschläger, Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems. CoRR (2023)
Syed Muhammad Danish, Kaiwen Zhang, Hans-Arno Jacobsen
BlockAIM: A Neural Network-Based Intelligent Middleware For Large-Scale IoT Data Placement Decisions. IEEE Trans. Mob. Comput. 22 (1) (2023)
Jawad Tahir, Raj Mandal, Olha Stefanova, Hans-Arno Jacobsen, Christoph Doblander, Ruben Mayer
pTA: A Programmable Teaching Assistant for Lab Courses. DataEd@SIGMOD (2023)
Mohammadreza Najafi, Thamir M. Qadah, Mohammad Sadoghi, Hans-Arno Jacobsen
Diba: A Re-configurable Stream Processor. CoRR (2023)
Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly. CoRR (2023)
Nikolai Merkel, Ruben Mayer, Tawkir Ahmed Fakir, Hans-Arno Jacobsen
Partitioner Selection with EASE to Optimize Distributed Graph Processing. CoRR (2023)
Yuqiu Zhang, Tongkun Zhang, Gengrui Zhang, Hans-Arno Jacobsen
Lifting the Fog of Uncertainties: Dynamic Resource Orchestration for the Containerized Cloud. CoRR (2023)
Wei Song, Zhen Chang, Hans-Arno Jacobsen, Pengcheng Zhang
Discovering Structural Errors From Business Process Event Logs (Extended Abstract). ICDE (2023)
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
OrderlessChain: A CRDT-based BFT Coordination-free Blockchain Without Global Order of Transactions. Middleware (2023)
Jeeta Ann Chacko, Ruben Mayer, Hans-Arno Jacobsen
How To Optimize My Blockchain? A Multi-Level Recommendation Approach. Proc. ACM Manag. Data 1 (1) (2023)
René Schwermer, Ekin-Alp Bicer, Pascal A. Schirmer, Ruben Mayer, Hans-Arno Jacobsen
Federated Computing in Electric Vehicles to Predict Coolant Temperature. Middleware Industry (2023)
Sebastian Frischbier, Jawad Tahir, Christoph Doblander, Arne Hormann, Ruben Mayer, Hans-Arno Jacobsen
Detecting trading trends in financial tick data: the DEBS 2022 grand challenge. DEBS (2022)
Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. SIGMOD Conference (2022)
Matthias Kahl, Daniel Jorde, Hans-Arno Jacobsen
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning. CoRR (2022)
Pezhman Nasirifard, Hans-Arno Jacobsen
i13DR: A Real-Time Demand Response Infrastructure for Integrating Renewable Energy Resources. CoRR (2022)
Wei Song, Zhen Chang, Hans-Arno Jacobsen, Pengcheng Zhang
Discovering Structural Errors From Business Process Event Logs. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Pezhman Nasirifard, Hans-Arno Jacobsen
A Serverless Publish/Subscribe System. CoRR (2022)
Gengrui Zhang, Hans-Arno Jacobsen
ESCAPE to Precaution against Leader Failures. CoRR (2022)
Gengrui Zhang, Fei Pan, Michael Dang'ana, Yunhao Mao, Shashank Motepalli, Shiquan Zhang, Hans-Arno Jacobsen
Reaching Consensus in the Byzantine Empire: A Comprehensive Review of BFT Consensus Algorithms. CoRR (2022)
Prashanth Menon, Thamir M. Qadah, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen
LogStore: A Workload-Aware, Adaptable Key-Value Store on Hybrid Storage Systems. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Sara Mohammadi, Frank Eliassen, Yan Zhang, Hans-Arno Jacobsen
Detecting False Data Injection Attacks in Peer to Peer Energy Trading Using Machine Learning. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
René Schwermer, Jonas Buchberger, Ruben Mayer, Hans-Arno Jacobsen
Federated office plug-load identification for building management systems. e-Energy (2022)
Min Zhang, Frank Eliassen, Amir Taherkordi, Hans-Arno Jacobsen, Hwei-Ming Chung, Yan Zhang
Demand-Response Games for Peer-to-Peer Energy Trading With the Hyperledger Blockchain. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Ruben Mayer, Kamil Orujzade, Hans-Arno Jacobsen
Out-of-Core Edge Partitioning at Linear Run-Time. CoRR (2022)
Hans-Arno Jacobsen, Pezhman Nasirifard, José Rivera, Prerona Ray Baruah
Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery. IEEE Trans. Sustain. Comput. 7 (3) (2022)
Shashank Motepalli, Hans-Arno Jacobsen
Decentralizing Permissioned Blockchain with Delay Towers. CoRR (2022)
Wei Song, Fangfei Chen, Hans-Arno Jacobsen, Chengzhen Zhang
Identifying a Minimum Sequence of High-Level Changes Between Workflows. IEEE Trans. Serv. Comput. 15 (4) (2022)
Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. CoRR (2022)
Ruben Mayer, Kamil Orujzade, Hans-Arno Jacobsen
Out-of-Core Edge Partitioning at Linear Run-Time. ICDE (2022)
Yunhao Mao, Zongxin Liu, Hans-Arno Jacobsen
Reversible conflict-free replicated data types. Middleware (2022)
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
OrderlessChain: Do Permissioned Blockchains Need Total Global Order of Transactions? CoRR (2022)
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
OrderlessFile: a CRDT-enabled permissioned blockchain for file storage: poster abstract. Middleware Demos/Posters (2022)
Gengrui Zhang, Hans-Arno Jacobsen
ESCAPE to Precaution against Leader Failures. ICDCS (2022)
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
OrderlessChain: a CRDT-enabled blockchain without total global order of transactions: poster abstract. Middleware Demos/Posters (2022)
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
OrderlessFL: a CRDT-enabled permissioned blockchain for federated learning: poster abstract. Middleware Demos/Posters (2022)
Chen Chen, Roman Vitenberg, Hans-Arno Jacobsen
Building Fault-Tolerant Overlays With Low Node Degrees for Topic-Based Publish/Subscribe. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Sebastian Frischbier, Jawad Tahir, Christoph Doblander, Arne Hormann, Ruben Mayer, Hans-Arno Jacobsen
The DEBS 2022 Grand Challenge: Detecting Trading Trends in Financial Tick Data. CoRR (2022)
Ruben Mayer, Hans-Arno Jacobsen
Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints. CoRR (2021)
Gengrui Zhang, Hans-Arno Jacobsen
Prosecutor: an efficient BFT consensus algorithm with behavior-aware penalization against Byzantine attacks. Middleware (2021)
Jawad Tahir, Christoph Doblander, Ruben Mayer, Sebastian Frischbier, Hans-Arno Jacobsen
The DEBS 2021 grand challenge: analyzing environmental impact of worldwide lockdowns. DEBS (2021)
Wei Song, Hans-Arno Jacobsen, Chengzhen Zhang, Xiaoxing Ma
Dependence-Based Data-Aware Process Conformance Checking. IEEE Trans. Serv. Comput. 14 (3) (2021)
Syed Muhammad Danish, Kaiwen Zhang, Hans-Arno Jacobsen, Nouman Ashraf, Hassaan Khaliq Qureshi
BlockEV: Efficient and Secure Charging Station Selection for Electric Vehicles. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Yu Xu, Jianguo Yao, Hans-Arno Jacobsen, Haibing Guan
Enabling Cloud Applications to Negotiate Multiple Resources in a Cost-Efficient Manner. IEEE Trans. Serv. Comput. 14 (2) (2021)
Manuel Weber, Maximilian Auch, Christoph Doblander, Peter Mandl, Hans-Arno Jacobsen
Transfer Learning With Time Series Data: A Systematic Mapping Study. IEEE Access 9 (2021)
Murtaza Raza, Jawad Tahir, Christoph Doblander, Ruben Mayer, Hans-Arno Jacobsen
Benchmarking Apache Kafka under network faults. Middleware Demos/Posters (2021)
Wei Song, Hans-Arno Jacobsen, Pengcheng Zhang
Self-Healing Event Logs. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Wei Song, Chengzhen Zhang, Hans-Arno Jacobsen
An Empirical Study on Data Flow Bugs in Business Processes. IEEE Trans. Cloud Comput. 9 (1) (2021)
Amirhesam Shahvarani, Hans-Arno Jacobsen
Distributed Stream KNN Join. SIGMOD Conference (2021)
Shashank Motepalli, Hans-Arno Jacobsen
Reward Mechanism for Blockchains Using Evolutionary Game Theory. CoRR (2021)
Shashank Motepalli, Hans-Arno Jacobsen
Reward Mechanism for Blockchains Using Evolutionary Game Theory. BRAINS (2021)
Jeeta Ann Chacko, Ruben Mayer, Hans-Arno Jacobsen
Why Do My Blockchain Transactions Fail? A Study of Hyperledger Fabric (Extended version). CoRR (2021)
Rinita Roy, Ruben Mayer, Hans-Arno Jacobsen
MDMS: Music Data Matching System for Query Variant Retrieval. ACM Multimedia (2021)
Patrick Biel, Shiquan Zhang, Hans-Arno Jacobsen
A zero-knowledge proof system for OpenLibra. Middleware Demos/Posters (2021)
James Meijers, Edward Au, Yuxi Cai, Hans-Arno Jacobsen, Shashank Motepalli, Robert Sun, Andreas G. Veneris, Gengrui Zhang, Shiquan Zhang
Blockchain for V2X: A Taxonomy of Design Use Cases and System Requirements. BRAINS (2021)
Daniel Jorde, Hans-Arno Jacobsen
Event Detection for Energy Consumption Monitoring. IEEE Trans. Sustain. Comput. 6 (4) (2021)
Jeeta Ann Chacko, Ruben Mayer, Hans-Arno Jacobsen
Why Do My Blockchain Transactions Fail?: A Study of Hyperledger Fabric. SIGMOD Conference (2021)
Prashanth Menon, Thamir M. Qadah, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen
LogStore: A Workload-aware, Adaptable Key-Value Store on Hybrid Storage Systems (Extended abstract). ICDE (2021)
Wei Song, Hans-Arno Jacobsen, Shing-Chi Cheung, Hongyu Liu, Xiaoxing Ma
Workflow Refactoring for Maximizing Concurrency and Block-Structuredness. IEEE Trans. Serv. Comput. 14 (4) (2021)
Shuping Ji, Hans-Arno Jacobsen
A-Tree: A Dynamic Data Structure for Efficiently Indexing Arbitrary Boolean Expressions. SIGMOD Conference (2021)
Ruben Mayer, Hans-Arno Jacobsen
Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints. SIGMOD Conference (2021)
Shashank Motepalli, Patrícia Vilain, Hans-Arno Jacobsen
FabricUnit: A Framework for Faster Execution of Unit Tests on Hyperledger Fabric. IEEE ICBC (2020)
Ruben Mayer, Kamil Orujzade, Hans-Arno Jacobsen
2PS: High-Quality Edge Partitioning with Two-Phase Streaming. CoRR (2020)
Amirhesam Shahvarani, Hans-Arno Jacobsen
Parallel Index-based Stream Join on a Multicore CPU. SIGMOD Conference (2020)
Syed Muhammad Danish, Kaiwen Zhang, Hans-Arno Jacobsen
A Blockchain-Based Privacy-Preserving Intelligent Charging Station Selection for Electric Vehicles. IEEE ICBC (2020)
Yulong Shi, Jonathon Wong, Hans-Arno Jacobsen, Yang Zhang, Junliang Chen
Topic-Oriented Bucket-Based Fast Multicast Routing in SDN-Like Publish/Subscribe Middleware. IEEE Access 8 (2020)
Lixia Chen, Jian Li, Ruhui Ma, Haibing Guan, Hans-Arno Jacobsen
Balancing Power And Performance In HPC Clouds. Comput. J. 63 (6) (2020)
Wei Song, Hans-Arno Jacobsen, Fangfei Chen
Scientific Workflow Protocol Discovery from Public Event Logs in Clouds. IEEE Trans. Knowl. Data Eng. 32 (12) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hans-Arno Jacobsen