Peter Brand
Peter Brand, M. Sc.
Curriculum Vitæ
February 1990 | Born in Nuremberg, Germany |
2010 − 2014 | B. Sc. Information and Communication Technology University of Erlangen-Nuremberg, Germany |
2014 − 2016 | M. Sc. Information and Communication Technology University of Erlangen-Nuremberg, Germany |
since August 2016 | Researcher at the Department of Computer Science 12 (Hardware-Software-Co-Design), University of Erlangen-Nuremberg, Germany |
Research Projects
Research Interests
- Machine Learning
- Power Modelling
- Long Term Evolution (LTE)
- Architecture of Mobile Communication Devices
Other Interests
Teaching
SS 2018 | Eingebettete Systeme |
WS 2017/2018 | Eingebettete Systeme |
SS 2017 | Eingebettete Systeme |
WS 2016/2017 | Eingebettete Systeme |
Open Theses
Supervised Theses
- Currently none
Publications
2022
Grant Prediction-based Dynamic Power Management for 5G to Reduce Mobile Device Energy Consumption
International Wireless Communications and Mobile Computing Conference (IWCMC 2022) (Dubrovnik)
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2021
Adaptive Predictive Power Management for Mobile LTE Devices
In: IEEE Transactions on Mobile Computing 20 (2021), S. 2518-2535
ISSN: 1536-1233
DOI: 10.1109/TMC.2020.2988651
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Simulating Realistic IoT Network Traffic Using Similarity-based DSE
International Conference on Computational Science and Computational Intelligence (CSCI) (Las Vegas, NV)
In: 2021 International Conference on Computational Science and Computational Intelligence (CSCI), New York: 2021
DOI: 10.1109/CSCI54926.2021.00276
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Multi-Step Ahead Grant Prediction for Dynamic Power Management in Cellular Modems
2021 International Symposium on Networks, Computers and Communications (ISNCC 2021) (Canadian University, Citywalk, Dubai, 31. Oktober 2021 - 2. November 2021)
In: IEEE (Hrsg.): Proceedings of the 2021 International Symposium on Networks, Computers and Communications (ISNCC 2021) 2021
DOI: 10.1109/ISNCC52172.2021.9615819
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2020
Clustering-Based Scenario-Aware LTE Grant Prediction
IEEE Wireless Communications and Networking Conference (WCNC2020) (Seoul, 25. Mai 2020 - 28. Mai 2020)
In: IEEE (Hrsg.): Proceedings of the 2020 IEEE Wireless Communications and Networking Conference (WCNC) 2020
DOI: 10.1109/WCNC45663.2020.9120789
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2019
Optimizing Exploratory Workflows for Embedded Platform Trace Analysis and its Application to Cellular Modems
21st Int. Conf. on Human-Computer Interaction (Orlando, Florida, USA, 26. Juli 2019 - 31. Juli 2019)
In: HCII 2019 Late Breaking Work Papers Proceedings, New York, NY, USA: 2019
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2018
A Predictive Dynamic Power Management for LTE-Advanced Mobile Devices
IEEE Wireless Communications and Networking Conference (Barcelona, Catalonia, Spain, 15. April 2018 - 18. April 2018)
In: IEEE (Hrsg.): 2018 IEEE Wireless Communications and Networking Conference (WCNC'18) 2018
DOI: 10.1109/WCNC.2018.8377189
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Reinforcement Learning for Power-Efficient Grant Prediction in LTE
(2018), S. 18-26
DOI: 10.1145/3207719.3207722
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Symmetry-eliminating Design Space Exploration for Hybrid Application Mapping on Many-Core Architectures
In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 37 (2018), S. 297-310
ISSN: 0278-0070
DOI: 10.1109/TCAD.2017.2695894
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2017
Exploiting Predictability in Dynamic Network Communication for Power-Efficient Data Transmission in LTE Radio Systems
20th International Workshop on Software and Compilers for Embedded Systems (SCOPES’17) (Sankt Goar, Deutschland, 12. Juni 2017 - 13. Juni 2017)
In: ACM (Hrsg.): 20th International Workshop on Software and Compilers for Embedded Systems (SCOPES’17) 2017
DOI: 10.1145/3078659.3078670
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