Anmol Surhonne

13 papers A 1Misc 1Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling.
IEEE Trans. Very Large Scale Integr. Syst.
Florian Maurer, Michael Meidinger, Yiming Lu, Matthias Schlemmer, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf
2024 — conf
EPIC-Q: Equivalent-Policy Invariant Comparison Enhanced Transfer Q-learning for Run-Time SoC Performance-Power Optimization.
SAMOS
Anmol Surhonne, Haitham S. Fawzi, Florian Maurer, Oliver Lenke, Michael Meidinger, Thomas Wild, Andreas Herkersdorf
2024 — conf
QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning.
NorCAS
Florian Maurer, Michael Meidinger, Yiming Lu, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf
2024 — conf
XCS with dynamic sized experience replay for memory constrained applications.
GECCO Companion
Anmol Surhonne, Manuel Wensauer, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2023 A conf
Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems.
DATE
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 D. Dutt, Fadi J. Kurdahi
2023 — conf
LCT-DER: Learning Classifier Table with Dynamic-Sized Experience Replay for Run-time SoC Performance-Power Optimization.
GECCO Companion
Anmol Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2023 — conf
LCT-TL : Learning Classifier Table (LCT) with Transfer Learning for runtime SoC performance-power optimization.
MCSoC
Anmol Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2022 — conf
GAE-LCT: A Run-Time GA-Based Classifier Evolution Method for Hardware LCT Controlled SoC Performance-Power Optimization.
ARCS
Anmol Surhonne, Nguyen Anh Vu Doan, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2022 J jnl
The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing.
IEEE Trans. Emerg. Top. Comput.
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst
2021 J jnl
SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies.
ACM Trans. Embed. Comput. Syst.
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt
2020 J jnl
AXES: Approximation Manager for Emerging Memory Architectures.
CoRR
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt
2019 J jnl
The Information Processing Factory: Organization, Terminology, and Definitions.
CoRR
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst
2019 Misc conf
The information processing factory: a paradigm for life cycle management of dependable systems.
CODES+ISSS
Eberle A. Rambo, Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi J. Kurdahi, Bryan Donyanavard, Caio Batista de Melo, Biswadip Maity, Kasra Moazzemi, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt, Florian Maurer, Nguyen Anh Vu Doan, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf