Hans-Arno Jacobsen

2025

Self-Determination Theory and Deep Reinforcement Learning for Personalized Energy Trading in Smart Grid

Zhang, M., Eliassen, F., Taherkordi, A., Jacobsen, H. A., Li, Y. & Zhang, Y., 2025, (Accepted/In press) In: IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Research output: Contribution to journal › Article › peer-review

2024

Diba: A Re-Configurable Stream Processor

Najafi, M., Qadah, T. M., Sadoghi, M. & Jacobsen, H. A., 2024, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-15 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Model-based analysis to identify the impact of factors affecting electricity gaps during COVID-19: A case study in Germany

Kaneko, N., Fujimoto, Y., Jacobsen, H. A. & Hayashi, Y., 30 Jul 2024, In: Heliyon. 10, 14, e33943.

Research output: Contribution to journal › Article › peer-review

Open Access

Reaching Consensus in the Byzantine Empire: A Comprehensive Review of BFT Consensus Algorithms

Zhang, G., Pan, F., Yunhao, M. A. O., Tijanic, S., Dang’Ana, M., Motepalli, S., Zhang, S. & Jacobsen, H. A., 29 Feb 2024, In: ACM Computing Surveys. 56, 5, 134.

Research output: Contribution to journal › Article › peer-review

Open Access

36 Scopus citations

The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey

Vatter, J., Mayer, R. & Jacobsen, H. A., 31 Jan 2024, In: ACM Computing Surveys. 56, 1, 6.

Research output: Contribution to journal › Article › peer-review

Open Access

22 Scopus citations

2023

Applications of noisy quantum computing and quantum error mitigation to “adamantaneland”: a benchmarking study for quantum chemistry

Prasad, V. K., Cheng, F., Fekl, U. & Jacobsen, H. A., 30 Dec 2023, In: Physical Chemistry Chemical Physics. 26, 5, p. 4071-4082 12 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Applying Energy Justice Principles to Renewable Energy Trading and Allocation in Multi-Unit Buildings

Mohammadi, S., Eliassen, F. & Jacobsen, H. A., Feb 2023, In: Energies. 16, 3, 1150.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

2022

Blockchain for V2X: Applications and Architectures

Meijers, J., Michalopoulos, P., Motepalli, S., Zhang, G., Zhang, S., Veneris, A. & Jacobsen, H. A., 2022, In: IEEE Open Journal of Vehicular Technology. 3, p. 193-209 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

26 Scopus citations

Building Fault-Tolerant Overlays with Low Node Degrees for Topic-Based Publish/Subscribe

Chen, C., Vitenberg, R. & Jacobsen, H. A., 2022, In: IEEE Transactions on Dependable and Secure Computing. 19, 5, p. 3011-3023 13 p.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Demand-Response Games for Peer-to-Peer Energy Trading with the Hyperledger Blockchain

Zhang, M., Eliassen, F., Taherkordi, A., Jacobsen, H. A., Chung, H. M. & Zhang, Y., 1 Jan 2022, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52, 1, p. 19-31 13 p.

Research output: Contribution to journal › Article › peer-review

54 Scopus citations

Discovering Structural Errors From Business Process Event Logs

Song, W., Chang, Z., Jacobsen, H. A. & Zhang, P., 1 Nov 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 11, p. 5293-5306 14 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Evaluating Interwell Connectivity in Waterflooding Reservoirs with GraphBased Cooperation-Mission Neural Networks

Zeng, X., Zhang, W., Chen, T., Jacobsen, H. A., Zhou, J. & Chen, B., Aug 2022, In: SPE Journal. 27, 4, p. 2443-2452 10 p.

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

Harnessing Task Usage Prediction and Latency Sensitivity for Scheduling Workloads in Wind-Powered Data Centers

Osnes, I., Yazidi, A., Jacobsen, H. A., Eliassen, F. & Sartori, S., 1 Jun 2022, In: Energies. 15, 12, 4469.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Identifying a Minimum Sequence of High-Level Changes Between Workflows

Song, W., Chen, F., Jacobsen, H. A. & Zhang, C., 2022, In: IEEE Transactions on Services Computing. 15, 4, p. 2425-2438 14 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

LogStore: A Workload-Aware, Adaptable Key-Value Store on Hybrid Storage Systems

Menon, P., Qadah, T. M., Rabl, T., Sadoghi, M. & Jacobsen, H. A., 1 Aug 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 8, p. 3867-3882 16 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

2021

An Empirical Study on Data Flow Bugs in Business Processes

Song, W., Zhang, C. & Jacobsen, H. A., 1 Jan 2021, In: IEEE Transactions on Cloud Computing. 9, 1, p. 88-101 14 p., 8372443.

Research output: Contribution to journal › Article › peer-review

21 Scopus citations

BlockAIM: A Neural Network-Based Intelligent Middleware For Large-Scale IoT Data Placement Decisions

Danish, S. M., Zhang, K. & Jacobsen, H. A., 2021, (Accepted/In press) In: IEEE Transactions on Mobile Computing.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

BlockEV: Efficient and Secure Charging Station Selection for Electric Vehicles

Danish, S. M., Zhang, K., Jacobsen, H. A., Ashraf, N. & Qureshi, H. K., Jul 2021, In: IEEE Transactions on Intelligent Transportation Systems. 22, 7, p. 4194-4211 18 p., 9310692.

Research output: Contribution to journal › Article › peer-review

53 Scopus citations

Dependence-Based Data-Aware Process Conformance Checking

Song, W., Jacobsen, H. A., Zhang, C. & Ma, X., 1 May 2021, In: IEEE Transactions on Services Computing. 14, 3, p. 654-667 14 p., 8329266.

Research output: Contribution to journal › Article › peer-review

15 Scopus citations

Detecting false data injection attacks in peer to peer energy trading using machine learning

Mohammadi, S., Eliassen, F., Zhang, Y. & Jacobsen, H. A., 2021, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing.

Research output: Contribution to journal › Article › peer-review

16 Scopus citations

Enabling Cloud Applications to Negotiate Multiple Resources in a Cost-Efficient Manner

Xu, Y., Yao, J., Jacobsen, H. A. & Guan, H., 1 Mar 2021, In: IEEE Transactions on Services Computing. 14, 2, p. 413-425 13 p., 8310035.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Event Detection for Energy Consumption Monitoring

Jorde, D. & Jacobsen, H. A., 2021, In: IEEE Transactions on Sustainable Computing. 6, 4, p. 703-709 7 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Self-Healing Event Logs

Song, W., Jacobsen, H. A. & Zhang, P., 1 Jun 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 6, p. 2750-2763 14 p., 8917680.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Transfer Learning with Time Series Data: A Systematic Mapping Study

Weber, M., Auch, M., Doblander, C., Mandl, P. & Jacobsen, H. A., 2021, In: IEEE Access. 9, p. 165409-165432 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

38 Scopus citations

Workflow Refactoring for Maximizing Concurrency and Block-Structuredness

Song, W., Jacobsen, H. A., Cheung, S. C., Liu, H. & Ma, X., 1 Jul 2021, In: IEEE Transactions on Services Computing. 14, 4, p. 1224-1237 14 p., 8450038.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

2020

Balancing Power and Performance in HPC Clouds

Chen, L., Li, J., Ma, R., Guan, H. & Jacobsen, H. A., 18 Jun 2020, In: Computer Journal. 63, 6, p. 880-899 20 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

CREAM, a component level coffeemaker electrical activity measurement dataset

Jorde, D., Kriechbaumer, T., Berger, T., Zitzlsperger, S. & Jacobsen, H. A., Dec 2020, In: Scientific Data. 7, 1, 441.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

Scalable deep learning on distributed infrastructures: Challenges, techniques, and tools

Mayer, R. & Jacobsen, H. A., Feb 2020, In: ACM Computing Surveys. 53, 1, 3.

Research output: Contribution to journal › Article › peer-review

Open Access

140 Scopus citations

Scalable Multiway Stream Joins in Hardware

Najafi, M., Sadoghi, M. & Jacobsen, H. A., 1 Dec 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 12, p. 2438-2452 15 p., 8713929.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Scientific Workflow Protocol Discovery from Public Event Logs in Clouds

Song, W., Jacobsen, H. A. & Chen, F., 1 Dec 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 12, p. 2453-2466 14 p., 8734698.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Topic-Oriented Bucket-Based Fast Multicast Routing in SDN-Like Publish/Subscribe Middleware

Shi, Y., Wong, J., Jacobsen, H. A., Zhang, Y. & Chen, J., 2020, In: IEEE Access. 8, p. 89741-89756 16 p., 9091887.

Research output: Contribution to journal › Article › peer-review

Open Access

8 Scopus citations

2019

HyperCo: Optimizing Network Performance in ARM-Based Mobile Virtualization

Yao, J., Deng, T., Liu, X., Jacobsen, H. A. & Guan, H., 1 Jan 2019, In: IEEE Transactions on Services Computing. 12, 1, p. 131-143 13 p., 7523199.

Research output: Contribution to journal › Article › peer-review

Inference of Distribution Grids Based on Crowdsourced Grid Data and Drone Imagery

Jacobsen, H. A., Nasirifard, P., Rivera, J. & Baruah, P. R., 2019, (Accepted/In press) In: IEEE Transactions on Sustainable Computing.

Research output: Contribution to journal › Article › peer-review

Instance Migration Validity for Dynamic Evolution of Data-Aware Processes

Song, W., Ma, X. & Jacobsen, H. A., 2019, In: IEEE Transactions on Software Engineering. 45, 8, p. 782-801 20 p., 8283529.

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

Measurement system and dataset for in-depth analysis of appliance energy consumption in industrial environment

Kahl, M., Krause, V., Hackenberg, R., Ul Haq, A., Horn, A., Jacobsen, H. A., Kriechbaumer, T., Petzenhauser, M., Shamonin, M. & Udalzow, A., 1 Jan 2019, In: Technisches Messen. 86, 1, p. 1-13 13 p.

Research output: Contribution to journal › Article › peer-review

19 Scopus citations

Using machine learning to provide reliable differentiated services for iot in sdn-like publish/subscribe middleware †

Shi, Y., Zhang, Y., Jacobsen, H. A., Tang, L., Elliott, G., Zhang, G., Chen, X. & Chen, J., 2 Mar 2019, In: Sensors (Switzerland). 19, 6, 1449.

Research output: Contribution to journal › Article › peer-review

Open Access

12 Scopus citations

2018

Automatic Generation of Real Power Transmission Grid Models From Crowdsourced Data

Rivera, J., Nasirifard, P., Leimhofer, J. & Jacobsen, H. A., 1 Sep 2018, In: IEEE Transactions on Smart Grid. 10, 5, p. 5436-5448 13 p.

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

BLOND, a building-level office environment dataset of typical electrical appliances

Kriechbaumer, T. & Jacobsen, H. A., 27 Mar 2018, In: Scientific Data. 5, 180048.

Research output: Contribution to journal › Article › peer-review

Open Access

89 Scopus citations

Performance Evaluation and Optimization of Multi-Dimensional Indexes in Hive

Liu, Y., Guo, S., Hu, S., Rabl, T., Jacobsen, H. A., Li, J. & Wang, J., 1 Sep 2018, In: IEEE Transactions on Services Computing. 11, 5, p. 835-849 15 p., 7523210.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Poster Abstract: Real-time load prediction with high velocity smart home data stream

Doblander, C., Strohbach, M., Ziekow, H. & Jacobsen, H. A., 1 Feb 2018, In: Computer Science - Research and Development. 33, 1-2, p. 233-234 2 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Prospects of appliance-level load monitoring in off-The-shelf energy monitors: A technical review

Haq, A. U. & Jacobsen, H. A., 2018, In: Energies. 11, 1, 189.

Research output: Contribution to journal › Article › peer-review

Open Access

35 Scopus citations

Versatile Modeling Platform for Cooperative Energy Management Systems in Smart Cities

Hayashi, Y., Fujimoto, Y., Ishii, H., Takenobu, Y., Kikusato, H., Yoshizawa, S., Amano, Y., Tanabe, S. I., Yamaguchi, Y., Shimoda, Y., Yoshinaga, J., Watanabe, M., Sasaki, S., Koike, T., Jacobsen, H. A. & Tomsovic, K., Apr 2018, In: Proceedings of the IEEE. 106, 4, p. 594-612 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

55 Scopus citations

2017

Distributed Convex Optimization for Electric Vehicle Aggregators

Rivera, J., Goebel, C. & Jacobsen, H. A., Jul 2017, In: IEEE Transactions on Smart Grid. 8, 4, p. 1852-1863 12 p., 7372473.

Research output: Contribution to journal › Article › peer-review

125 Scopus citations

Efficient Alignment Between Event Logs and Process Models

Song, W., Xia, X., Jacobsen, H. A., Zhang, P. & Hu, H., 1 Jan 2017, In: IEEE Transactions on Services Computing. 10, 1, p. 136-149 14 p., 7546937.

Research output: Contribution to journal › Article › peer-review

57 Scopus citations

Flexible Caching Algorithms for Video Content Distribution Networks

Mokhtarian, K. & Jacobsen, H. A., Apr 2017, In: IEEE/ACM Transactions on Networking. 25, 2, p. 1062-1075 14 p., 7745903.

Research output: Contribution to journal › Article › peer-review

18 Scopus citations

Model-Based Dispatch Strategies for Lithium-Ion Battery Energy Storage Applied to Pay-as-Bid Markets for Secondary Reserve

Goebel, C., Hesse, H., Schimpe, M., Jossen, A. & Jacobsen, H. A., Jul 2017, In: IEEE Transactions on Power Systems. 32, 4, p. 2724-2734 11 p., 7738562.

Research output: Contribution to journal › Article › peer-review

63 Scopus citations

OpenGridMap: towards automatic power grid simulation model generation from crowdsourced data

Rivera, J., Leimhofer, J. & Jacobsen, H. A., 1 Mar 2017, In: Computer Science - Research and Development. 32, 1-2, p. 13-23 11 p.

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

Profitability of residential battery energy storage combined with solar photovoltaics

Goebel, C., Cheng, V. & Jacobsen, H. A., Jul 2017, In: Energies. 10, 7, 976.

Research output: Contribution to journal › Article › peer-review

Open Access

34 Scopus citations

Scientific workflow mining in clouds

Song, W., Chen, F., Jacobsen, H. A., Xia, X., Ye, C. & Ma, X., 1 Oct 2017, In: IEEE Transactions on Parallel and Distributed Systems. 28, 10, p. 2979-2992 14 p., 7907335.

Research output: Contribution to journal › Article › peer-review

34 Scopus citations

2016

Aggregator-Controlled EV Charging in Pay-as-Bid Reserve Markets with Strict Delivery Constraints

Goebel, C. & Jacobsen, H. A., Nov 2016, In: IEEE Transactions on Power Systems. 31, 6, p. 4447-4461 15 p., 7394201.

Research output: Contribution to journal › Article › peer-review

45 Scopus citations

Hans-Arno Jacobsen

Research output

Search results