Shivesh Prakash / Nandan Patel / Hans-Arno Jacobsen / Viki Kumar Prasad
A user-tunable machine learning framework for step-wise synthesis planning
Digital Discovery, 2026 · Journal Article
Publications
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Pouya Kananian / Hans-Arno Jacobsen
Adversarial Robustness in Distributed Quantum Machine Learning
Quantum Science and Technology; Quantum Robustness in Artificial Intelligence, 2026 · Book Chapter
quantum-systems
Grier M. Jones / Maforikan J. Amoussou / Maximilian O. Leach / Hans-Arno Jacobsen
Analyzing Initialization Strategies for the Local Unitary Cluster Jastrow Ansatz within the Quantum-Centric Supercomputing Framework
arXiv, 2026 · ArXiv Preprint
Jana Vatter / Ruben Mayer / Hans-Arno Jacobsen / Horst Samulowitz / Michael Katz
Beyond Message Passing: Modern GNN Architectures for Online Planner Selection
Proceedings of the International Conference on Automated Planning and Scheduling, 2026 · Conference Paper
Nikolai Merkel / Ruben Mayer / Volker Markl / Hans-Arno Jacobsen
EmbedPart: Embedding-Driven Graph Partitioning for Scalable Graph Neural Network Training
arXiv, 2026 · ArXiv Preprint
Yunhao Mao / Harunari Takata / Michail Bachras / Yuqiu Zhang / Shiquan Zhang / Gengrui Zhang / Hans-Arno Jacobsen
Epoch-based Optimistic Concurrency Control in Geo-replicated Databases
Proceedings of the ACM on Management of Data, 2026 · Journal Article
Huanchi Wang / Zihang Huang / Yifang Tian / Kristina Dzeparoska / Hans-Arno Jacobsen / Alberto Leon-Garcia
FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection
arXiv, 2026 · ArXiv Preprint
Michael Dang'ana / Hans-Arno Jacobsen
FractalSort: High Precision Compressed Radix Sort on FPGA
IEEE Transactions on Computers, 2026 · Journal Article
Yuqiu Zhang / Yunhao Mao / Hans-Arno Jacobsen
Fugue: Online Elasticity for Distributed Stateful Stream Processing
Proceedings of the VLDB Endowment, 2026 · Journal Article
Yifang Tian / Yaming Liu / Zichun Chong / Zihang Huang / Yiran Li / Hans-Arno Jacobsen
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices
arXiv, 2026 · ArXiv Preprint
Shashank Motepalli / Naman Garg / Gengrui Zhang / Hans-Arno Jacobsen
GPoS: Geospatially-aware Proof of Stake
ACM Transactions on the Web, 2026 · Journal Article
Yuqiu Zhang / Hans-Arno Jacobsen
Krysha: Cost-Efficient Resource Orchestration for Geo-Distributed Serverless Microservices
Proceedings of the 35th International Symposium on High-Performance Parallel and Distributed Computing, 2026 · Conference Paper
Michael Dang'ana / Yuqiu Zhang / Hans-Arno Jacobsen
Ksurf-Drone: Attention Kalman Filter for Contextual Bandit Optimization in Cloud Resource Allocation
IEEE Transactions on Cloud Computing, 2026 · Journal Article
Yuanchen Gao / Yifang Tian / Yiran Li / Charles Zhang / Hans-Arno Jacobsen
ORCA: Observability-Grounded Program Repair for Microservice Incidents
arXiv, 2026 · ArXiv Preprint
Grier M. Jones / Viki Kumar Prasad / Ulrich Fekl / Hans-Arno Jacobsen
Parametrized Quantum Circuit Learning for Quantum Chemical Applications
Journal of Chemical Information and Modeling, 2026 · Journal Article
Shiqiang Wang / Herbert Woisetschläger / Hans-Arno Jacobsen / Mingyue Ji
Position: Let's Develop Data Probes to Fundamentally Understand How Data Affects LLM Performance
International Conference on Machine Learning (ICML), 2026 · Conference Paper
Grier M. Jones / Aviraj Newatia / Alexander Lao / Aditya K. Rao / Viki Kumar Prasad / Hans-Arno Jacobsen
Probabilistic Design of Parametrized Quantum Circuits through Local Gate Modifications
arXiv, 2026 · ArXiv Preprint
Michael Silver / Zachary Vernec / Hans-Arno Jacobsen
Q-DICE: Quantum Distributed Interconnect Compiler and Emulator
arXiv, 2026 · ArXiv Preprint
quantum-systems
Yiran Li / Y. Batuhan Yilmaz / Michael Silver / Zachary Vernec / Hans-Arno Jacobsen
Quantum Hypergraph Partitioning
Proceedings of the 3rd workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications, 2026 · Conference Paper
Shiquan Zhang / Michail Bachras / Yuqiu Zhang / Yunhao Mao / Hans-Arno Jacobsen
REMON: Remote External Memory Over the Network
2026 IEEE 42nd International Conference on Data Engineering (ICDE), 2026 · Conference Paper
Shiquan Zhang / Yunhao Mao / Yuqiu Zhang / Gengrui Zhang / Jeyhun Karimov / Hans-Arno Jacobsen
REMOP: REmote-Memory-aware OPerator Optimization
arXiv, 2026 · ArXiv Preprint
Seyed Salar Ghazi / Kaiwen Zhang / Mehdi feizi / Hans-Arno Jacobsen
SCOPE-FL: A Strategy-proof Chain-based Optimal pareto efficient Federated Learning System
arXiv, 2026 · ArXiv Preprint
Jackson Clark / Yiming Su / Saad Mohammad Rafid Pial / Yifang Tian / Lily Gniedziejko / Hans-Arno Jacobsen / Yinfang Chen / Tianyin Xu
SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios
arXiv, 2026 · ArXiv Preprint
Zachary Vernec / Michael Silver / Hans-Arno Jacobsen
Towards an Optimally Distributed Quantum Fourier Transform Circuit
arXiv, 2026 · ArXiv Preprint
Chenkai Zhang / Yiran Li / Yifang Tian / Michalis Bachras / Hans-Arno Jacobsen
When Agentic Executions Fail: Detecting and Localizing Runtime Faults from Telemetry
arXiv, 2026 · ArXiv Preprint
Syed Muhammad Danish / Muhammad Muneem Shabir / Kaiwen Zhang / Hans-Arno Jacobsen / Syed Ali Hassan
A Blockchain-Based Privacy-Preserving Charging Station Reservation and Payment Scheme for Electric Vehicles
Distributed Ledger Technologies: Research and Practice, 2025 · Journal Article
Jiahui Geng / Qing Li / Herbert Woisetschlaeger / Zongxiong Chen / Fengyu Cai / Yuxia Wang / Preslav Nakov / Hans-Arno Jacobsen / Fakhri Karray
A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models
arXiv, 2025 · ArXiv Preprint
Pouya Kananian / Hans-Arno Jacobsen
Adversarial Robustness of Partitioned Quantum Classifiers
arXiv, 2025 · ArXiv Preprint
quantum-systems
Nikolai Merkel / Daniel Stoll / Ruben Mayer / Hans-Arno Jacobsen
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training
EDBT, 2025 · Conference Paper
graph-systems
Grier M. Jones / Hans-Arno Jacobsen
Analyzing Common Electronic Structure Theory Algorithms for Distributed Quantum Computing
2025 IEEE International Conference on Quantum Computing and Engineering (QCE), 2025 · Conference Paper
quantum-systems
Michail Bachras / Hans-Arno Jacobsen
Beyond Performance: Measuring the Environmental Impact of Analytical Databases
arXiv, 2025 · ArXiv Preprint
Gengrui Zhang / Shiquan Zhang / Michail Bachras / Yuqiu Zhang / Hans-Arno Jacobsen
Cabinet: Dynamically Weighted Consensus Made Fast
Proceedings of the VLDB Endowment, 2025 · Journal Article
Shashank Motepalli / Hans-Arno Jacobsen
Decentralization in PoS Blockchain Consensus: Quantification and Advancement
IEEE Transactions on Network and Service Management, 2025 · Journal Article
Yuqiu Zhang / Hans-Arno Jacobsen
Decentralized and Policy-Aware Serverless Orchestration for the Federated Web
Companion Proceedings of the ACM on Web Conference 2025, 2025 · Conference Paper
Daouda Sow / Herbert Woisetschläger / Saikiran Bulusu / Shiqiang Wang / Hans-Arno Jacobsen / Yingbin Liang
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
ICLR, 2025 · Conference Paper
Michail Bachras / Hans-Arno Jacobsen
Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures
Proceedings of the VLDB Endowment, 2025 · Journal Article
Jana Vatter / Maurice L. Rochau / Ruben Mayer / Hans-Arno Jacobsen
Experiment & Benchmark Paper: To What Extent Does Quality Matter? The Impact of Graph Data Quality on GNN Model Performance
VLDB Workshops, 2025 · Conference Paper
Yifang Tian / Yaming Liu / Zichun Chong / Zihang Huang / Hans-Arno Jacobsen
GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?
arXiv, 2025 · ArXiv Preprint
Michael Dang'ana / Hans-Arno Jacobsen
Ksurf+: Attention Kalman Filter for Prediction Under Highly Variable Cloud Workloads
IEEE Transactions on Cloud Computing, 2025 · Journal Article
Felix Mulitze / Herbert Woisetschläger / Hans-Arno Jacobsen
MAR-FL: A Communication Efficient Peer-to-Peer Federated Learning System
AI4NextG Workshop at NeurIPS 2025, 2025 · Workshop Paper
Herbert Woisetschläger / Ryan Zhang / Shiqiang Wang / Hans-Arno Jacobsen
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
Advances in Neural Information Processing Systems 38, 2025 · Conference Paper
Yuqiu Zhang / Hans-Arno Jacobsen
Mocha: Scalable and Compliant Function Scheduling for Federated Serverless Computing
Proceedings of the 26th International Middleware Conference, 2025 · Conference Paper
Luca De Martini / Jawad Tahir / Alessandro Margara / Christoph Doblander / Sebastian Frischbier / Ruben Mayer / Hans-Arno Jacobsen
The DEBS 2025 Grand Challenge: Real-Time Monitoring of Defects in Laser Powder Bed Fusion (L-PBF) Manufacturing
Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems, 2025 · Conference Paper
Michail Bachras / Michael Dang'ana / Yunhao Mao / Shiquan Zhang / Yuqiu Zhang / Hans-Arno Jacobsen
Toward Intelligent, Sustainable, and Reliable Cloud Database Systems: A Unified Research Vision
2025 IEEE International Conference on Collaborative Advances in Software and COmputiNg (CASCON), 2025 · Conference Paper
Jana Vatter / Mykhaylo Zayats / Marcos Martínez Galindo / Vanessa López / Ruben Mayer / Hans-Arno Jacobsen / Hoang Thanh Lam
WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks
arXiv, 2025 · ArXiv Preprint
Jeeta Ann Chacko / Ruben Mayer / Alan D. Fekete / Vincent Gramoli / Hans-Arno Jacobsen
A Comprehensive Study on Benchmarking Permissioned Blockchains
Lecture Notes in Computer Science; Performance Evaluation and Benchmarking, 2024 · Conference Paper
Herbert Woisetschläger / Alexander Erben / Shiqiang Wang / Ruben Mayer / Hans-Arno Jacobsen
A Survey on Efficient Federated Learning Methods for Foundation Model Training
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI), 2024 · Conference Paper
federated-learningfoundation-modelssystems-survey
Viki Kumar Prasad / Freeman Cheng / Ulrich Fekl / Hans-Arno Jacobsen
Applications of noisy quantum computing and quantum error mitigation to “adamantaneland”: a benchmarking study for quantum chemistry
Physical Chemistry Chemical Physics, 2024 · Journal Article
Nikolai Merkel / Pierre Toussing / Ruben Mayer / Hans-Arno Jacobsen
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study
Proceedings of the VLDB Endowment, 2024 · Journal Article
graph-systemsperformancedistributed-training
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
Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems, 2024 · Conference Paper
benchmarkingresilienceevent-processing
Jana Vatter / Ruben Mayer / Hans-Arno Jacobsen / Horst Samulowitz / Michael Katz
Choosing a Classical Planner with Graph Neural Networks
arXiv, 2024 · ArXiv Preprint
Manuel Weber / Farzan Banihashemi / Davor Stjelja / Peter Mandl / Ruben Mayer / Hans-Arno Jacobsen
Coddora: CO2-Based Occupancy Detection Model Trained via Domain Randomization
2024 International Joint Conference on Neural Networks (IJCNN), 2024 · Conference Paper
Shashank Motepalli / Hans-Arno Jacobsen
Delay Towers to Bootstrap Blockchains
2024 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 2024 · Conference Paper
blockchainconsensus
Mohammadreza Najafi / Thamir M. Qadah / Mohammad Sadoghi / Hans-Arno Jacobsen
DIBA: A Re-Configurable Stream Processor
IEEE Transactions on Knowledge and Data Engineering, 2024 · Journal Article
Grier M. Jones / Hans-Arno Jacobsen
Distributed Quantum Computing for Chemical Applications
2024 IEEE International Conference on Quantum Computing and Engineering (QCE), 2024 · Conference Paper
quantum-systemsquantum-chemistrydistributed-computing
René Schwermer / Ruben Mayer / Hans-Arno Jacobsen
Federated Computing -- Survey on Building Blocks, Extensions and Systems
arXiv, 2024 · ArXiv Preprint
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
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, 2024 · Conference Paper
federated-learningedge-systemsllms
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
GenLaw Workshop at ICML 2024, 2024 · Workshop Paper
federated-learning
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
arXiv, 2024 · ArXiv Preprint
federated-learningai-regulationsystems-policy
Herbert Woisetschläger / Alexander Erben / Ruben Mayer / Shiqiang Wang / Hans-Arno Jacobsen
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems
Proceedings of the 25th International Middleware Conference, 2024 · Conference Paper
federated-learningbenchmarkingedge-systems
Alexander Erben / Ruben Mayer / Hans-Arno Jacobsen
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study
Proceedings of the VLDB Endowment, 2024 · Journal Article
Shashank Motepalli / Hans-Arno Jacobsen
How Does Stake Distribution Influence Consensus? Analyzing Blockchain Decentralization
2024 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 2024 · Conference Paper
blockchainconsensusdecentralization
Jawad Tahir / Ruben Mayer / Christoph Doblander / Hans-Arno Jacobsen
How Reliable Are Streams? End-to-End Processing-Guarantee Validation and Performance Benchmarking of Stream Processing Systems
Proceedings of the VLDB Endowment, 2024 · Journal Article
Michael Dang'ana / Hans-Arno Jacobsen
Ksurf: Attention Kalman Filter and Principal Component Analysis for Prediction under Highly Variable Cloud Workloads
2024 11th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 2024 · Conference Paper
Yunhao Mao / Gengrui Zhang / Zongxin Liu / Pezhman Nasirifard / Sofia Tijanic / Hans-Arno Jacobsen
Making CRDTs Not So Eventual
Proceedings of the VLDB Endowment, 2024 · Journal Article
Ryan Zhang / Herbert Woisetschläger / Shiqiang Wang / Hans-Arno Jacobsen
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
Workshop on Adaptive Foundation Models at NeurIPS 2024, 2024 · Workshop Paper
Michail Bachras / Sofia Tijanic / Shiquan Zhang / Yuqiu Zhang / Bryan Yan / Lee Wing Piu / Hans-Arno Jacobsen
Next-Generation Cloud Databases: Balancing Performance, Sustainability, and Resource Management
2024 34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON), 2024 · Conference Paper
Gengrui Zhang / Fei Pan / Sofia Tijanic / Hans-Arno Jacobsen
PrestigeBFT: Revolutionizing View Changes in BFT Consensus Algorithms with Reputation Mechanisms
2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024 · Conference Paper
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 Computing Surveys, 2024 · Journal Article
blockchainconsensussystems-survey
Jeeta Ann Chacko / Ruben Mayer / Hans-Arno Jacobsen
Should my Blockchain Learn to Drive? A Study of Hyperledger Fabric
arXiv, 2024 · ArXiv Preprint
Jana Vatter / Maurice L. Rochau / Ruben Mayer / Hans-Arno Jacobsen
Size Does (Not) Matter? Sparsification and Graph Neural Network Sampling for Large-scale Graphs
VLDB Workshops, 2024 · Conference Paper
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 Computing Surveys, 2024 · Journal Article
Frank Christian Geyer / Hans-Arno Jacobsen / Ruben Mayer / Peter Mandl
An End-to-End Performance Comparison of Seven Permissioned Blockchain Systems
Proceedings of the 24th International Middleware Conference on ZZZ, 2023 · Conference Paper
Shashank Motepalli / Hans-Arno Jacobsen
Analyzing Geospatial Distribution in Blockchains
2023 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS), 2023 · Conference Paper
blockchain
Syed Muhammad Danish / Kaiwen Zhang / Hans-Arno Jacobsen
BlockAIM: A Neural Network-Based Intelligent Middleware For Large-Scale IoT Data Placement Decisions
IEEE Transactions on Mobile Computing, 2023 · Journal Article
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 · Conference Paper
René Schwermer / Ruben Mayer / Hans-Arno Jacobsen
Energy vs Privacy: Estimating the Ecological Impact of Federated Learning
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023 · Conference Paper
René Schwermer / Ekin-Alp Bicer / Pascal A. Schirmer / Ruben Mayer / Hans-Arno Jacobsen
Federated Computing in Electric Vehicles to Predict Coolant Temperature
Proceedings of the 24th International Middleware Conference: Industrial Track, 2023 · Conference Paper
Jeeta Ann Chacko / Ruben Mayer / Hans-Arno Jacobsen
How To Optimize My Blockchain? A Multi-Level Recommendation Approach
Proceedings of the ACM on Management of Data, 2023 · Journal Article
Yuqiu Zhang / Tongkun Zhang / Gengrui Zhang / Hans-Arno Jacobsen
Lifting the Fog of Uncertainties: Dynamic Resource Orchestration for the Containerized Cloud
Proceedings of the 2023 ACM Symposium on Cloud Computing, 2023 · Conference Paper
cloud-systemsresource-orchestrationcontainers
Pezhman Nasirifard / Ruben Mayer / Hans-Arno Jacobsen
OrderlessChain: A CRDT-based BFT Coordination-free Blockchain Without Global Order of Transactions
Proceedings of the 24th International Middleware Conference on ZZZ, 2023 · Conference Paper
Manuel Weber / Farzan Banihashemi / Peter Mandl / Hans-Arno Jacobsen / Ruben Mayer
Overcoming Data Scarcity through Transfer Learning in CO2-Based Building Occupancy Detection
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2023 · Conference Paper
Nikolai Merkel / Ruben Mayer / Tawkir Ahmed Fakir / Hans-Arno Jacobsen
Partitioner Selection with EASE to Optimize Distributed Graph Processing
2023 IEEE 39th International Conference on Data Engineering (ICDE), 2023 · Conference Paper
graph-systemsgraph-processingauto-tuning
Jawad Tahir / Raj Mandal / Olha Stefanova / Hans-Arno Jacobsen / Christoph Doblander / Ruben Mayer
pTA: A Programmable Teaching Assistant for Lab Courses
Proceedings of the 2nd International Workshop on Data Systems Education: Bridging education practice with education research, 2023 · Conference Paper
education-systemslab-automation
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
arXiv, 2023 · ArXiv Preprint
blockchainconsensusv2x
Pezhman Nasirifard / Hans-Arno Jacobsen
A Serverless Publish/Subscribe System
arXiv, 2022 · ArXiv Preprint
James Meijers / Panagiotis Michalopoulos / Shashank Motepalli / Gengrui Zhang / Shiquan Zhang / Andreas Veneris / Hans-Arno Jacobsen
Blockchain for V2X: Applications and Architectures
IEEE Open Journal of Vehicular Technology, 2022 · Journal Article
blockchain
Chen Chen / Roman Vitenberg / Hans-Arno Jacobsen
Building Fault-Tolerant Overlays With Low Node Degrees for Topic-Based Publish/Subscribe
IEEE Transactions on Dependable and Secure Computing, 2022 · Journal Article
Sebastian Frischbier / Jawad Tahir / Christoph Doblander / Arne Hormann / Ruben Mayer / Hans-Arno Jacobsen
DEBS 2022 Grand Challenge Data Set: Trading Data
Zenodo, 2022 · Dataset
benchmarking
Shashank Motepalli / Hans-Arno Jacobsen
Decentralizing Permissioned Blockchain with Delay Towers
arXiv, 2022 · ArXiv Preprint
blockchain
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
Proceedings of the 16th ACM International Conference on Distributed and Event-Based Systems, 2022 · Conference Paper
benchmarkingevent-processingstream-processing
Gengrui Zhang / Hans-Arno Jacobsen
ESCAPE to Precaution against Leader Failures
2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS), 2022 · Conference Paper
Xingjie Zeng / Weishan Zhang / Tao Chen / Hans-Arno Jacobsen / Jiehan Zhou / Bingyang Chen
Evaluating Interwell Connectivity in Waterflooding Reservoirs with Graph-Based Cooperation-Mission Neural Networks
SPE Journal, 2022 · Journal Article
René Schwermer / Jonas Buchberger / Ruben Mayer / Hans-Arno Jacobsen
Federated office plug-load identification for building management systems
Proceedings of the Thirteenth ACM International Conference on Future Energy Systems, 2022 · Conference Paper
Pezhman Nasirifard / Hans-Arno Jacobsen
i13DR: A Real-Time Demand Response Infrastructure for Integrating Renewable Energy Resources
arXiv, 2022 · ArXiv Preprint
Hans-Arno Jacobsen / Pezhman Nasirifard / José Rivera / Prerona Ray Baruah
Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery
IEEE Transactions on Sustainable Computing, 2022 · Journal Article
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 Transactions on Knowledge and Data Engineering, 2022 · Journal Article
Ruben Mayer / Kamil Orujzade / Hans-Arno Jacobsen
Out-of-Core Edge Partitioning at Linear Run-Time
2022 IEEE 38th International Conference on Data Engineering (ICDE), 2022 · Conference Paper
Matthias Kahl / Daniel Jorde / Hans-Arno Jacobsen
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning
arXiv, 2022 · ArXiv Preprint
Yunhao Mao / Zongxin Liu / Hans-Arno Jacobsen
Reversible conflict-free replicated data types
Proceedings of the 23rd ACM/IFIP International Middleware Conference, 2022 · Conference Paper
distributed-systems