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ORCIDBryan Donyanavard
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2020 – today
- 2024
[c22]Danny Abraham, Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt:
Back to the Future: Reversible Runtime Neural Network Pruning for Safe Autonomous Systems. DATE 2024: 1-6- 2023
- [j10]Florian Maurer
, Moritz Thoma, Anmol Prakash Surhonne, Bryan Donyanavard, Andreas Herkersdorf:
Machine learning in run-time control of multicore processor systems. it Inf. Technol. 65(4-5): 164-176 (2023) - [c21]Bryan Donyanavard, Nikil D. Dutt, Biswadip Maity, Parth Malani, Tiago Mück:
Tutorial: MARS: A Framework for Runtime Monitoring, Modeling, and Management of Realtime Systems. CODES+ISSS 2023: 3-4 - [c20]Nikil D. Dutt, Bryan Donyanavard:
Lightning Talk: The New Era of Computational Cognitive Intelligence. DAC 2023: 1-2 - [c19]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:
Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems. DATE 2023: 1-6 - 2022
- [j9]Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt:
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks. ACM Trans. Embed. Comput. Syst. 21(6): 73:1-73:25 (2022) - [j8]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:
The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing. IEEE Trans. Emerg. Top. Comput. 10(1): 250-266 (2022) - [c18]Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt:
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. ISQED 2022: 1-6 - [c17]Dongjoo Seo, Biswadip Maity, Ping-Xiang Chen, Dukyoung Yun, Bryan Donyanavard, Nikil D. Dutt:
ProSwap: Period-aware Proactive Swapping to Maximize Embedded Application Performance. NAS 2022: 1-4 - [i6]Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt:
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks. CoRR abs/2202.10541 (2022) - [i5]Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt:
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. CoRR abs/2202.11098 (2022) - 2021
- [j7]Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi:
Predicting Failures in Embedded Systems Using Long Short-Term Inference. IEEE Embed. Syst. Lett. 13(3): 85-89 (2021) - [j6]Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt:
SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies. ACM Trans. Embed. Comput. Syst. 20(5): 48:1-48:26 (2021) - [j5]Biswadip Maity, Saehanseul Yi, Dongjoo Seo, Leming Cheng, Sung-Soo Lim, Jong-Chan Kim, Bryan Donyanavard, Nikil D. Dutt:
Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems. ACM Trans. Embed. Comput. Syst. 20(5s): 74:1-74:22 (2021) - [c16]Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt:
Reflecting on Self-Aware Systems-on-Chip. A Journey of Embedded and Cyber-Physical Systems 2021: 79-95 - [c15]Sandra Hernández, José Araujo, Patric Jensfelt, Ioannis Karagiannis, Ananya Muddukrishna, Bryan Donyanavard:
Cross-layer Configuration Optimization for Localization on Resource-constrained Devices. IROS 2021: 2282-2288 - [i4]Tiago Mück, Bryan Donyanavard, Biswadip Maity, Kasra Moazzemi, Nikil D. Dutt:
MARS: Middleware for Adaptive Reflective Computer Systems. CoRR abs/2107.11417 (2021) - 2020
- [c14]Dongjoo Seo, Sina Shahhosseini, Milad Asgari Mehrabadi, Bryan Donyanavard, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt:
Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems. COINS 2020: 1-6 - [c13]Florian Maurer, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt, Andreas Herkersdorf:
Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach. DATE 2020: 1562-1567 - [c12]Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt:
Self-aware Memory Management for Emerging Energy-efficient Architectures. IGSC (Workshops) 2020: 1-8 - [i3]Bryan Donyanavard, Amir M. Rahmani, Axel Jantsch, Onur Mutlu, Nikil D. Dutt:
Intelligent Management of Mobile Systems through Computational Self-Awareness. CoRR abs/2008.00095 (2020) - [i2]Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt:
AXES: Approximation Manager for Emerging Memory Architectures. CoRR abs/2011.08353 (2020)
2010 – 2019
- 2019
- [b1]Bryan Donyanavard:
Adaptive Resource Management for Mobile Multiprocessors through Computational Self-Awareness. University of California, Irvine, USA, 2019 - [c11]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:
The information processing factory: a paradigm for life cycle management of dependable systems. CODES+ISSS 2019: 20:1-20:2 - [c10]Biswadip Maity, Bryan Donyanavard, Nalini Venkatasubramanian, Nikil D. Dutt:
Workload Characterization for Memory Management in Emerging Embedded Platforms. IESS 2019: 65-76 - [c9]Bryan Donyanavard, Tiago Mück, Amir M. Rahmani, Nikil D. Dutt, Armin Sadighi, Florian Maurer, Andreas Herkersdorf:
SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management. MICRO 2019: 685-698 - [i1]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:
The Information Processing Factory: Organization, Terminology, and Definitions. CoRR abs/1907.01578 (2019) - 2018
- [j4]Majid Shoushtari, Bryan Donyanavard, Luis Angel D. Bathen, Nikil D. Dutt:
ShaVe-ICE: Sharing Distributed Virtualized SPMs in Many-Core Embedded Systems. ACM Trans. Embed. Comput. Syst. 17(2): 47:1-47:25 (2018) - [j3]Tiago Mück, Bryan Donyanavard, Kasra Moazzemi, Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt:
Design Methodology for Responsive and Rrobust MIMO Control of Heterogeneous Multicores. IEEE Trans. Multi Scale Comput. Syst. 4(4): 944-951 (2018) - [c8]Amir M. Rahmani, Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil D. Dutt:
SPECTR: Formal Supervisory Control and Coordination for Many-core Systems Resource Management. ASPLOS 2018: 169-183 - [c7]Bryan Donyanavard, Amir M. Rahmani, Tiago Mück, Kasra Moazemmi, Nikil D. Dutt:
Gain scheduled control for nonlinear power management in CMPs. DATE 2018: 921-924 - [c6]Armin Sadighi, Bryan Donyanavard, Thawra Kadeed, Kasra Moazzemi, Tiago Mück, Ahmed Nassar, Amir M. Rahmani, Thomas Wild, Nikil D. Dutt, Rolf Ernst, Andreas Herkersdorf, Fadi J. Kurdahi:
Design methodologies for enabling self-awareness in autonomous systems. DATE 2018: 1532-1537 - 2017
- [c5]Bryan Donyanavard, Amir Mahdi Hosseini Monazzah, Tiago Mück, Nikil D. Dutt:
Exploring fast and slow memories in HMP core types: work-in-progress. CODES+ISSS 2017: 4:1-4:2 - [c4]Tiago Mück, Bryan Donyanavard, Nikil D. Dutt:
PoIiCym: rapid prototyping of resource management policies for HMPs. RSP 2017: 23-29 - 2016
- [j2]Aviral Shrivastava, Nikil D. Dutt, Jian Cai, Majid Shoushtari, Bryan Donyanavard, Hossein Tajik:
Automatic management of Software Programmable Memories in Many-core Architectures. IET Comput. Digit. Tech. 10(6): 288-298 (2016) - [j1]Hossein Tajik, Bryan Donyanavard, Nikil D. Dutt, Janmartin Jahn, Jörg Henkel:
SPMPool: Runtime SPM Management for Memory-Intensive Applications in Embedded Many-Cores. ACM Trans. Embed. Comput. Syst. 16(1): 25:1-25:27 (2016) - [c3]Bryan Donyanavard, Tiago Mück, Santanu Sarma, Nikil D. Dutt:
SPARTA: runtime task allocation for energy efficient heterogeneous many-cores. CODES+ISSS 2016: 27:1-27:10 - [c2]Hossein Tajik, Bryan Donyanavard, Nikil D. Dutt:
On Detecting and Using Memory Phases in Multimedia Systems. ESTIMedia 2016: 57-66 - 2010
- [c1]Yi-Chu Wang, Bryan Donyanavard, Kwang-Ting (Tim) Cheng:
Energy-Aware Real-Time Face Recognition System on Mobile CPU-GPU Platform. ECCV Workshops (1) 2010: 411-422
Coauthor Index
aka: Amir M. Rahmani
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