Michael B. Sullivan

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 38

Top Topics

Autonomous Vehicles

Error Detection

Evaluation Framework

Top Venues

Publications

Michael B. Sullivan, Mohamed Tarek Ibn Ziad, Aamer Jaleel, Stephen W. Keckler
Implicit Memory Tagging: No-Overhead Memory Safety Using Alias-Free Tagged ECC. ISCA (2023)
Dongwhee Kim, Jaeyoon Lee, Wonyeong Jung, Michael B. Sullivan, Jungrae Kim
Unity ECC: Unified Memory Protection Against Bit and Chip Errors. SC (2023)
Saurabh Jha, Shengkun Cui, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
Exploiting Temporal Data Diversity for Detecting Safety-critical Faults in AV Compute Systems. DSN (2022)
Yu-Shun Hsiao, Siva Kumar Sastry Hari, Michal Filipiuk, Timothy Tsai, Michael B. Sullivan, Vijay Janapa Reddi, Vasu Singh, Stephen W. Keckler
Zhuyi: perception processing rate estimation for safety in autonomous vehicles. DAC (2022)
Fernando Fernandes dos Santos, Marcelo Brandalero, Michael B. Sullivan, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
Reduced Precision DWC: An Efficient Hardening Strategy for Mixed-Precision Architectures. IEEE Trans. Computers 71 (3) (2022)
Yuseok Song, Sangjae Park, Michael B. Sullivan, Jungrae Kim
SEC-BADAEC: An Efficient ECC With No Vacancy for Strong Memory Protection. IEEE Access 10 (2022)
Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
Making Convolutions Resilient Via Algorithm-Based Error Detection Techniques. IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Michael B. Sullivan, Nirmal R. Saxena, Mike O'Connor, Donghyuk Lee, Paul Racunas, Saurabh Hukerikar, Timothy Tsai, Siva Kumar Sastry Hari, Stephen W. Keckler
Characterizing and Mitigating Soft Errors in GPU DRAM. IEEE Micro 42 (4) (2022)
Yu-Shun Hsiao, Siva Kumar Sastry Hari, Michal Filipiuk, Timothy Tsai, Michael B. Sullivan, Vijay Janapa Reddi, Vasu Singh, Stephen W. Keckler
Zhuyi: Perception Processing Rate Estimation for Safety in Autonomous Vehicles. CoRR (2022)
Mike O'Connor, Donghyuk Lee, Niladrish Chatterjee, Michael B. Sullivan, Stephen W. Keckler
Saving PAM4 Bus Energy with SMOREs: Sparse Multi-level Opportunistic Restricted Encodings. HPCA (2022)
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
Optimizing Selective Protection for CNN Resilience. ISSRE (2021)
Hengyu Zhao, Siva Kumar Sastry Hari, Timothy Tsai, Michael B. Sullivan, Stephen W. Keckler, Jishen Zhao
Suraksha: A Framework to Analyze the Safety Implications of Perception Design Choices in AVs. ISSRE (2021)
Hengyu Zhao, Siva Kumar Sastry Hari, Timothy Tsai, Michael B. Sullivan, Stephen W. Keckler, Jishen Zhao
Suraksha: A Quantitative AV Safety Evaluation Framework to Analyze Safety Implications of Perception Design Choices. DSN Workshops (2021)
Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Oreste Villa, Stephen W. Keckler
NVBitFI: Dynamic Fault Injection for GPUs. DSN (2021)
Michael B. Sullivan, Nirmal R. Saxena, Mike O'Connor, Donghyuk Lee, Paul Racunas, Saurabh Hukerikar, Timothy Tsai, Siva Kumar Sastry Hari, Stephen W. Keckler
Characterizing and Mitigating Soft Errors in GPU DRAM. MICRO (2021)
Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael B. Sullivan, Timothy Tsai, Siva Kumar Sastry Hari
GPU-trident: efficient modeling of error propagation in GPU programs. SC (2020)
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
HarDNN: Feature Map Vulnerability Evaluation in CNNs. CoRR (2020)
Guanpeng Li, Yiran Li, Saurabh Jha, Timothy Tsai, Michael B. Sullivan, Siva Kumar Sastry Hari, Zbigniew Kalbarczyk, Ravishankar K. Iyer
AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems. ISSRE (2020)
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
Estimating Silent Data Corruption Rates Using a Two-Level Model. CoRR (2020)
Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
Making Convolutions Resilient via Algorithm-Based Error Detection Techniques. CoRR (2020)
Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. ISCA (2020)
Kyushick Lee, Michael B. Sullivan, Siva Kumar Sastry Hari, Timothy Tsai, Stephen W. Keckler, Mattan Erez
GPU snapshot: checkpoint offloading for GPU-dense systems. ICS (2019)
Saurabh Jha, Subho S. Banerjee, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection. DSN (2019)
Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. CoRR (2019)
Saurabh Jha, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors. CoRR (2019)
Saurabh Jha, Subho S. Banerjee, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection. CoRR (2019)
Kyushick Lee, Michael B. Sullivan, Siva Kumar Sastry Hari, Timothy Tsai, Stephen W. Keckler, Mattan Erez
On the Trend of Resilience for GPU-Dense Systems. DSN (Supplements) (2019)
Rohan Garg, Apoorve Mohan, Michael B. Sullivan, Gene Cooperman
CRUM: Checkpoint-Restart Support for CUDA's Unified Memory. CLUSTER (2018)
Chun-Kai Chang, Sangkug Lym, Nicholas Kelly, Michael B. Sullivan, Mattan Erez
Evaluating and accelerating high-fidelity error injection for HPC. SC (2018)
Rohan Garg, Apoorve Mohan, Michael B. Sullivan, Gene Cooperman
CRUM: Checkpoint-Restart Support for CUDA's Unified Memory. CoRR (2018)
Chun-Kai Chang, Sangkug Lym, Nicholas Kelly, Michael B. Sullivan, Mattan Erez
Hamartia: A Fast and Accurate Error Injection Framework. DSN Workshops (2018)
Seong-Lyong Gong, Jungrae Kim, Sangkug Lym, Michael B. Sullivan, Howard David, Mattan Erez
DUO: Exposing On-Chip Redundancy to Rank-Level ECC for High Reliability. HPCA (2018)
Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
Optimizing software-directed instruction replication for GPU error detection. SC (2018)
Michael B. Sullivan, Siva Kumar Sastry Hari, Brian Zimmer, Timothy Tsai, Stephen W. Keckler
SwapCodes: Error Codes for Hardware-Software Cooperative GPU Pipeline Error Detection. MICRO (2018)
Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai
Modeling Soft-Error Propagation in Programs. DSN (2018)
Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
Understanding error propagation in deep learning neural network (DNN) accelerators and applications. SC (2017)
Jungrae Kim, Michael B. Sullivan, Esha Choukse, Mattan Erez
Bit-Plane Compression: Transforming Data for Better Compression in Many-Core Architectures. ISCA (2016)
Jungrae Kim, Michael B. Sullivan, Sangkug Lym, Mattan Erez
All-Inclusive ECC: Thorough End-to-End Protection for Reliable Computer Memory. ISCA (2016)
Jungrae Kim, Michael B. Sullivan, Seong-Lyong Gong, Mattan Erez
Frugal ECC: efficient and versatile memory error protection through fine-grained compression. SC (2015)
Jungrae Kim, Michael B. Sullivan, Mattan Erez
Bamboo ECC: Strong, safe, and flexible codes for reliable computer memory. HPCA (2015)
Michael B. Sullivan, Earl E. Swartzlander Jr.
Low-Cost Duplicate Multiplication. ARITH (2015)
Jinsuk Chung, Ikhwan Lee, Michael B. Sullivan, Jee Ho Ryoo, Dong-Wan Kim, Doe Hyun Yoon, Larry Kaplan, Mattan Erez
Containment domains: A scalable, efficient and flexible resilience scheme for exascale systems. Sci. Program. 21 (3-4) (2013)
Minsoo Rhu, Michael B. Sullivan, Jingwen Leng, Mattan Erez
A locality-aware memory hierarchy for energy-efficient GPU architectures. MICRO (2013)
Michael B. Sullivan, Earl E. Swartzlander Jr.
On separable error detection for addition. ACSSC (2013)
Michael B. Sullivan, Earl E. Swartzlander Jr.
Truncated Logarithmic Approximation. IEEE Symposium on Computer Arithmetic (2013)
Doe Hyun Yoon, Min Kyu Jeong, Michael B. Sullivan, Mattan Erez
The dynamic granularity memory system. ISCA (2012)
Michael B. Sullivan, Earl E. Swartzlander Jr.
Long Residue Checking for Adders. ASAP (2012)
Michael B. Sullivan, Earl E. Swartzlander Jr.
Truncated error correction for flexible approximate multiplication. ACSCC (2012)
Jinsuk Chung, Ikhwan Lee, Michael B. Sullivan, Jee Ho Ryoo, Dong-Wan Kim, Doe Hyun Yoon, Larry Kaplan, Mattan Erez
Containment domains: a scalable, efficient, and flexible resilience scheme for exascale systems. SC (2012)
Michael B. Sullivan, Earl E. Swartzlander Jr.
Hybrid residue generators for increased efficiency. ACSCC (2011)