Michael B. Sullivan

55 papers A* 15A 15C 3Misc 1Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Scalable Multi-GPU Framework for Encrypted Large-Model Inference. CoRR Siddharth Jayashankar, Joshua Kim, Michael B. Sullivan, Wenting Zheng, Dimitrios Skarlatos
2025	A*	`conf`	PoP-ECC: Robust and Flexible Error Correction against Multi-Bit Upsets in DNN Accelerators. DAC Taewon Park, Saeid Gorgin, Dongwhee Kim, Jaeho Shin, Michael B. Sullivan, Jungrae Kim
2025	J	`jnl`	Understanding Error Propagation in Deep-Learning Neural Networks' Accelerators and Applications. IEEE Des. Test Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2024	A*	`conf`	CacheCraft: Enhancing GPU Performance under Memory Protection through Reconstructed Caching. MICRO Soyoung Park, Hojung Namkoong, Boyeol Choi, Michael B. Sullivan, Jungrae Kim
2023	A*	`conf`	Implicit Memory Tagging: No-Overhead Memory Safety Using Alias-Free Tagged ECC. ISCA Michael B. Sullivan, Mohamed Tarek Ibn Ziad, Aamer Jaleel, Stephen W. Keckler
2023	A	`conf`	Unity ECC: Unified Memory Protection Against Bit and Chip Errors. SC Dongwhee Kim, Jaeyoon Lee, Wonyeong Jung, Michael B. Sullivan, Jungrae Kim
2022	J	`jnl`	Characterizing and Mitigating Soft Errors in GPU DRAM. IEEE Micro Michael B. Sullivan, Nirmal R. Saxena, Mike O'Connor, Donghyuk Lee, Paul Racunas, Saurabh Hukerikar, Timothy Tsai, Siva Kumar Sastry Hari, Stephen W. Keckler
2022	A	`conf`	Exploiting Temporal Data Diversity for Detecting Safety-critical Faults in AV Compute Systems. DSN Saurabh Jha, Shengkun Cui, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
2022	J	`jnl`	Making Convolutions Resilient Via Algorithm-Based Error Detection Techniques. IEEE Trans. Dependable Secur. Comput. Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
2022	J	`jnl`	Reduced Precision DWC: An Efficient Hardening Strategy for Mixed-Precision Architectures. IEEE Trans. Computers Fernando Fernandes dos Santos, Marcelo Brandalero, Michael B. Sullivan, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
2022	J	`jnl`	SEC-BADAEC: An Efficient ECC With No Vacancy for Strong Memory Protection. IEEE Access Yuseok Song, Sangjae Park, Michael B. Sullivan, Jungrae Kim
2022	A*	`conf`	Saving PAM4 Bus Energy with SMOREs: Sparse Multi-level Opportunistic Restricted Encodings. HPCA Mike O'Connor, Donghyuk Lee, Niladrish Chatterjee, Michael B. Sullivan, Stephen W. Keckler
2022	J	`jnl`	Zhuyi: Perception Processing Rate Estimation for Safety in Autonomous Vehicles. CoRR Yu-Shun Hsiao, Siva Kumar Sastry Hari, Michal Filipiuk, Timothy Tsai, Michael B. Sullivan, Vijay Janapa Reddi, Vasu Singh, Stephen W. Keckler
2022	A*	`conf`	Zhuyi: perception processing rate estimation for safety in autonomous vehicles. DAC Yu-Shun Hsiao, Siva Kumar Sastry Hari, Michal Filipiuk, Timothy Tsai, Michael B. Sullivan, Vijay Janapa Reddi, Vasu Singh, Stephen W. Keckler
2021	A*	`conf`	Characterizing and Mitigating Soft Errors in GPU DRAM. MICRO Michael B. Sullivan, Nirmal R. Saxena, Mike O'Connor, Donghyuk Lee, Paul Racunas, Saurabh Hukerikar, Timothy Tsai, Siva Kumar Sastry Hari, Stephen W. Keckler
2021	A	`conf`	NVBitFI: Dynamic Fault Injection for GPUs. DSN Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Oreste Villa, Stephen W. Keckler
2021	A	`conf`	Optimizing Selective Protection for CNN Resilience. ISSRE Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
2021	A	`conf`	Suraksha: A Framework to Analyze the Safety Implications of Perception Design Choices in AVs. ISSRE Hengyu Zhao, Siva Kumar Sastry Hari, Timothy Tsai, Michael B. Sullivan, Stephen W. Keckler, Jishen Zhao
2021	—	`conf`	Suraksha: A Quantitative AV Safety Evaluation Framework to Analyze Safety Implications of Perception Design Choices. DSN Workshops Hengyu Zhao, Siva Kumar Sastry Hari, Timothy Tsai, Michael B. Sullivan, Stephen W. Keckler, Jishen Zhao
2020	A	`conf`	AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems. ISSRE Guanpeng Li, Yiran Li, Saurabh Jha, Timothy Tsai, Michael B. Sullivan, Siva Kumar Sastry Hari, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2020	A*	`conf`	Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. ISCA Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
2020	J	`jnl`	Estimating Silent Data Corruption Rates Using a Two-Level Model. CoRR Siva Kumar Sastry Hari, Paolo Rech, Timothy Tsai, Mark Stephenson, Arslan Zulfiqar, Michael B. Sullivan, Philip P. Shirvani, Paul Racunas, Joel S. Emer, Stephen W. Keckler
2020	A	`conf`	GPU-trident: efficient modeling of error propagation in GPU programs. SC Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael B. Sullivan, Timothy Tsai, Siva Kumar Sastry Hari
2020	J	`jnl`	HarDNN: Feature Map Vulnerability Evaluation in CNNs. CoRR Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
2020	J	`jnl`	Making Convolutions Resilient via Algorithm-Based Error Detection Techniques. CoRR Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
2019	J	`jnl`	Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. CoRR Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
2019	A	`conf`	GPU snapshot: checkpoint offloading for GPU-dense systems. ICS Kyushick Lee, Michael B. Sullivan, Siva Kumar Sastry Hari, Timothy Tsai, Stephen W. Keckler, Mattan Erez
2019	J	`jnl`	Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors. CoRR Saurabh Jha, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
2019	A	`conf`	ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection. DSN Saurabh Jha, Subho S. Banerjee, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
2019	J	`jnl`	ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection. CoRR Saurabh Jha, Subho S. Banerjee, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
2019	—	`conf`	On the Trend of Resilience for GPU-Dense Systems. DSN (Supplements) Kyushick Lee, Michael B. Sullivan, Siva Kumar Sastry Hari, Timothy Tsai, Stephen W. Keckler, Mattan Erez
2018	C	`conf`	CRUM: Checkpoint-Restart Support for CUDA's Unified Memory. CLUSTER Rohan Garg, Apoorve Mohan, Michael B. Sullivan, Gene Cooperman
2018	J	`jnl`	CRUM: Checkpoint-Restart Support for CUDA's Unified Memory. CoRR Rohan Garg, Apoorve Mohan, Michael B. Sullivan, Gene Cooperman
2018	A*	`conf`	DUO: Exposing On-Chip Redundancy to Rank-Level ECC for High Reliability. HPCA Seong-Lyong Gong, Jungrae Kim, Sangkug Lym, Michael B. Sullivan, Howard David, Mattan Erez
2018	A	`conf`	Evaluating and accelerating high-fidelity error injection for HPC. SC Chun-Kai Chang, Sangkug Lym, Nicholas Kelly, Michael B. Sullivan, Mattan Erez
2018	—	`conf`	Hamartia: A Fast and Accurate Error Injection Framework. DSN Workshops Chun-Kai Chang, Sangkug Lym, Nicholas Kelly, Michael B. Sullivan, Mattan Erez
2018	A	`conf`	Modeling Soft-Error Propagation in Programs. DSN Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai
2018	A	`conf`	Optimizing software-directed instruction replication for GPU error detection. SC Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
2018	A*	`conf`	SwapCodes: Error Codes for Hardware-Software Cooperative GPU Pipeline Error Detection. MICRO Michael B. Sullivan, Siva Kumar Sastry Hari, Brian Zimmer, Timothy Tsai, Stephen W. Keckler
2017	A	`conf`	Understanding error propagation in deep learning neural network (DNN) accelerators and applications. SC Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2016	A*	`conf`	All-Inclusive ECC: Thorough End-to-End Protection for Reliable Computer Memory. ISCA Jungrae Kim, Michael B. Sullivan, Sangkug Lym, Mattan Erez
2016	A*	`conf`	Bit-Plane Compression: Transforming Data for Better Compression in Many-Core Architectures. ISCA Jungrae Kim, Michael B. Sullivan, Esha Choukse, Mattan Erez
2015	A*	`conf`	Bamboo ECC: Strong, safe, and flexible codes for reliable computer memory. HPCA Jungrae Kim, Michael B. Sullivan, Mattan Erez
2015	A	`conf`	Frugal ECC: efficient and versatile memory error protection through fine-grained compression. SC Jungrae Kim, Michael B. Sullivan, Seong-Lyong Gong, Mattan Erez
2015	C	`conf`	Low-Cost Duplicate Multiplication. ARITH Michael B. Sullivan, Earl E. Swartzlander Jr.
2013	A*	`conf`	A locality-aware memory hierarchy for energy-efficient GPU architectures. MICRO Minsoo Rhu, Michael B. Sullivan, Jingwen Leng, Mattan Erez
2013	J	`jnl`	Containment domains: A scalable, efficient and flexible resilience scheme for exascale systems. Sci. Program. Jinsuk Chung, Ikhwan Lee, Michael B. Sullivan, Jee Ho Ryoo, Dong-Wan Kim, Doe Hyun Yoon, Larry Kaplan, Mattan Erez
2013	Misc	`conf`	On separable error detection for addition. ACSSC Michael B. Sullivan, Earl E. Swartzlander Jr.
2013	C	`conf`	Truncated Logarithmic Approximation. IEEE Symposium on Computer Arithmetic Michael B. Sullivan, Earl E. Swartzlander Jr.
2012	A*	`conf`	Balancing DRAM locality and parallelism in shared memory CMP systems. HPCA Min Kyu Jeong, Doe Hyun Yoon, Dam Sunwoo, Michael B. Sullivan, Ikhwan Lee, Mattan Erez
2012	A	`conf`	Containment domains: a scalable, efficient, and flexible resilience scheme for exascale systems. SC Jinsuk Chung, Ikhwan Lee, Michael B. Sullivan, Jee Ho Ryoo, Dong-Wan Kim, Doe Hyun Yoon, Larry Kaplan, Mattan Erez
2012	—	`conf`	Long Residue Checking for Adders. ASAP Michael B. Sullivan, Earl E. Swartzlander Jr.
2012	A*	`conf`	The dynamic granularity memory system. ISCA Doe Hyun Yoon, Min Kyu Jeong, Michael B. Sullivan, Mattan Erez
2012	—	`conf`	Truncated error correction for flexible approximate multiplication. ACSCC Michael B. Sullivan, Earl E. Swartzlander Jr.
2011	—	`conf`	Hybrid residue generators for increased efficiency. ACSCC Michael B. Sullivan, Earl E. Swartzlander Jr.