Bryan Donyanavard

44 papers A* 3A 7C 1Misc 4Journal 18Unranked 10
YearRankTypeTitle / Venue / Authors
2025 A conf
Generating and Predicting Output Perturbations in Image Segmenters.
DATE
Matthew Bozoukov, Nguyen Anh Vu Doan, Bryan Donyanavard
2025 J jnl
OASIS: Optimized Adaptive System for Intelligent SLAM.
ACM Trans. Embed. Comput. Syst.
Alles Rebel, Nikil D. Dutt, Bryan Donyanavard
2025 J jnl
Runtime Adaptivity for Efficient Neural Network Inference on Autonomous Systems.
ACM Trans. Embed. Comput. Syst.
Danny Abraham, Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt
2025 — conf
SCHED: Safe CPU Scheduling Framework with Reinforcement Learning and Decision Trees for Autonomous Vehicles.
VTC2025-Spring
Dongjoo Seo, Changhoon Sung, Ping-Xiang Chen, Bryan Donyanavard, Nikil D. Dutt
2025 — conf
SPEED: Scalable and Predictable EnhancEments for Data Handling in Autonomous Systems.
ISQED
Dongjoo Seo, Changhoon Sung, Junseok Park, Ping-Xiang Chen, Bryan Donyanavard, Nikil D. Dutt
2024 A conf
Back to the Future: Reversible Runtime Neural Network Pruning for Safe Autonomous Systems.
DATE
Danny Abraham, Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt
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 A* conf
Lightning Talk: The New Era of Computational Cognitive Intelligence.
DAC
Nikil D. Dutt, Bryan Donyanavard
2023 J jnl
Machine learning in run-time control of multicore processor systems.
it Inf. Technol.
Florian Maurer, Moritz Thoma, Anmol Prakash Surhonne, Bryan Donyanavard, Andreas Herkersdorf
2023 Misc conf
Tutorial: MARS: A Framework for Runtime Monitoring, Modeling, and Management of Realtime Systems.
CODES+ISSS
Bryan Donyanavard, Nikil D. Dutt, Biswadip Maity, Parth Malani, Tiago Mück
2022 — conf
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks.
ISQED
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 J jnl
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks.
CoRR
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 J jnl
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks.
CoRR
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 J jnl
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks.
ACM Trans. Embed. Comput. Syst.
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 — conf
ProSwap: Period-aware Proactive Swapping to Maximize Embedded Application Performance.
NAS
Dongjoo Seo, Biswadip Maity, Ping-Xiang Chen, Dukyoung Yun, Bryan Donyanavard, Nikil D. Dutt
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
Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems.
ACM Trans. Embed. Comput. Syst.
Biswadip Maity, Saehanseul Yi, Dongjoo Seo, Leming Cheng, Sung-Soo Lim, Jong-Chan Kim, Bryan Donyanavard, Nikil D. Dutt
2021 A conf
Cross-layer Configuration Optimization for Localization on Resource-constrained Devices.
IROS
Sandra Hernández, José Araujo, Patric Jensfelt, Ioannis Karagiannis, Ananya Muddukrishna, Bryan Donyanavard
2021 J jnl
MARS: Middleware for Adaptive Reflective Computer Systems.
CoRR
Tiago Mück, Bryan Donyanavard, Biswadip Maity, Kasra Moazzemi, Nikil D. Dutt
2021 J jnl
Predicting Failures in Embedded Systems Using Long Short-Term Inference.
IEEE Embed. Syst. Lett.
Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi
2021 — conf
Reflecting on Self-Aware Systems-on-Chip.
A Journey of Embedded and Cyber-Physical Systems
Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt
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
2020 — conf
Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems.
COINS
Dongjoo Seo, Sina Shahhosseini, Milad Asgari Mehrabadi, Bryan Donyanavard, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt
2020 A conf
Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach.
DATE
Florian Maurer, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt, Andreas Herkersdorf
2020 J jnl
Intelligent Management of Mobile Systems through Computational Self-Awareness.
CoRR
Bryan Donyanavard, Amir M. Rahmani, Axel Jantsch, Onur Mutlu, Nikil D. Dutt
2020 — conf
Self-aware Memory Management for Emerging Energy-efficient Architectures.
IGSC (Workshops)
Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt
2019 — —
Adaptive Resource Management for Mobile Multiprocessors through Computational Self-Awareness.
Bryan Donyanavard
2019 A* conf
SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management.
MICRO
Bryan Donyanavard, Tiago Mück, Amir M. Rahmani, Nikil D. Dutt, Armin Sadighi, Florian Maurer, Andreas Herkersdorf
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
2019 — conf
Workload Characterization for Memory Management in Emerging Embedded Platforms.
IESS
Biswadip Maity, Bryan Donyanavard, Nalini Venkatasubramanian, Nikil D. Dutt
2018 J jnl
Design Methodology for Responsive and Rrobust MIMO Control of Heterogeneous Multicores.
IEEE Trans. Multi Scale Comput. Syst.
Tiago Mück, Bryan Donyanavard, Kasra Moazzemi, Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt
2018 A conf
Design methodologies for enabling self-awareness in autonomous systems.
DATE
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
2018 A conf
Gain scheduled control for nonlinear power management in CMPs.
DATE
Bryan Donyanavard, Amir M. Rahmani, Tiago Mück, Kasra Moazemmi, Nikil D. Dutt
2018 A* conf
SPECTR: Formal Supervisory Control and Coordination for Many-core Systems Resource Management.
ASPLOS
Amir M. Rahmani, Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil D. Dutt
2018 J jnl
ShaVe-ICE: Sharing Distributed Virtualized SPMs in Many-Core Embedded Systems.
ACM Trans. Embed. Comput. Syst.
Majid Shoushtari, Bryan Donyanavard, Luis Angel D. Bathen, Nikil D. Dutt
2017 Misc conf
Exploring fast and slow memories in HMP core types: work-in-progress.
CODES+ISSS
Bryan Donyanavard, Amir Mahdi Hosseini Monazzah, Tiago Mück, Nikil D. Dutt
2017 C conf
PoIiCym: rapid prototyping of resource management policies for HMPs.
RSP
Tiago Mück, Bryan Donyanavard, Nikil D. Dutt
2016 J jnl
Automatic management of Software Programmable Memories in Many-core Architectures.
IET Comput. Digit. Tech.
Aviral Shrivastava, Nikil D. Dutt, Jian Cai, Majid Shoushtari, Bryan Donyanavard, Hossein Tajik
2016 — conf
On Detecting and Using Memory Phases in Multimedia Systems.
ESTIMedia
Hossein Tajik, Bryan Donyanavard, Nikil D. Dutt
2016 Misc conf
SPARTA: runtime task allocation for energy efficient heterogeneous many-cores.
CODES+ISSS
Bryan Donyanavard, Tiago Mück, Santanu Sarma, Nikil D. Dutt
2016 J jnl
SPMPool: Runtime SPM Management for Memory-Intensive Applications in Embedded Many-Cores.
ACM Trans. Embed. Comput. Syst.
Hossein Tajik, Bryan Donyanavard, Nikil D. Dutt, Janmartin Jahn, Jörg Henkel
2010 — conf
Energy-Aware Real-Time Face Recognition System on Mobile CPU-GPU Platform.
ECCV Workshops (1)
Yi-Chu Wang, Bryan Donyanavard, Kwang-Ting (Tim) Cheng