Research Employee

Technische Universität München
Department of Electrical and Computer Engineering
Chair of Integrated Systems
Arcisstr. 21
80290 München
Germany

Phone: +49.89.289.23872
Fax: +49.89.289.28323
Building: N1 (Theresienstr. 90)
Room: N2137
Email: anmol.surhonne at tum dot de

Thesis and Internship work?

Please visit our project page to know more about the work I do and also for any open topics available for bachelor/master thesis or research internship.

Please feel free to also email me in case you do not find anything. We can discuss possible ideas to work on together.

Publications

  • Maurer, Florian; Thoma, Moritz; Surhonne, Anmol Prakash; Donyanavard, Bryan; Herkersdorf, Andreas: Machine Learning in Run-Time Control of Multicore Processor Systems. it - Information Technology 0 (0), 2023 mehr… BibTeX Volltext ( DOI )
  • Nora Sperling, Alex Bendrick, Dominik Stöhrmann, Rolf Ernst, Bryan Donyanavard, Florian Maurer, Oliver Lenke, Anmol Surhonne, Andreas Herkersdorf, Walaa Amer, Caio Batista de Melo, Ping-Xiang Chen, Quang Anh Hoang, Rachid Karami, Biswadip Maity, Paul Nikolian, Mariam Rakka, Dongjoo Seo, Saehanseul Yi, Minjun Seo, Nikil Dutt, Fadi Kurdahi: Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems. DATE 2023, 2023 mehr… BibTeX Volltext ( DOI )
  • Anmol Prakash Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf: LCT-TL: Learning Classifier Table (LCT) with Transfer Learning for run-time SoC performance-power optimization. 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC 2023), 2023 mehr… BibTeX
  • Anmol Prakash Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf: LCT-DER: Learning Classifier Table with Dynamic-sized Experience Replay for run-time SoC performance-power optimization. The Genetic and Evolutionary Computation Conference (GECCO), 2023 mehr… BibTeX Volltext ( DOI )
  • Anmol Prakash Surhonne, Nguyen Anh Vu Doan, Florian Maurer, Thomas Wild, and Andreas Herkersdorf: GAE-LCT: A Run-Time GA-Based Classifier Evolution Method for Hardware LCT Controlled SoC Performance-Power Optimization. Architecture of Computing Systems, 2022 mehr… BibTeX Volltext ( DOI )
  • Biswadip Maity, Bryan Donyanavard, Anmol Prakash Surhonne, Amir Rahmani, Andreas Herkersdorf, Nikil Dutt: SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies. ACM Transactions on Embedded Computing Systems (TECS), 2021 mehr… BibTeX Volltext ( DOI )
  • Eberle Andrey Rambo; Bryan Donyanavard; Minjun Seo; Florian Maurer; Thawra Mohammad Kadeed; Caio Batista De Melo; Biswadip Maity; Anmol Surhonne; Andreas Herkersdorf; Fadi Kurdahi; Nikil D. Dutt; Rolf Ernst: The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing. IEEE Transactions on Emerging Topics in Computing, 2020, 1-1 mehr… BibTeX Volltext ( DOI )
  • Rambo, Eberle A.; Kadeed, Thawra; Ernst, Rolf; Seo, Minjun; Kurdahi, Fadi; Donyanavard, Bryan; de Melo, Caio Batista; Maity, Biswadip; Moazzemi, Kasra; Stewart, Kenneth; Yi, Saehanseul; Rahmani, Amir M.; Dutt, Nikil; Maurer, Florian; Doan, Nguyen Anh Vu; Surhonne, Anmol; Wild, Thomas; Herkersdorf, Andreas: The Information Processing Factory: A Paradigm for Life Cycle Management of Dependable Systems. ESweek, 2019 mehr… BibTeX Volltext ( DOI )
  • Rambo, Eberle A.; Donyanavard, Bryan; Seo, Minjun; Maurer, Florian; Kadeed, Thawra; de Melo, Caio B.; Maity, Biswadip; Surhonne, Anmol; Herkersdorf, Andreas; Kurdahi, Fadi; Dutt, Nikil; Ernst, Rolf: The Information Processing Factory: Organization, Terminology, and Definitions. , 2019 mehr… BibTeX