Preprint ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time 2023 Fegade P, Chen T, Gibbons PB, Mowry TC
Journal Article Agents of Autonomy: A Systematic Study of Robotics on Modern Hardware 2023 • Proceedings of the ACM on Measurement and Analysis of Computing Systems • 7(3): Bakhshalipour M, Gibbons PB
Conference ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines 2023 • Proceedings of Machine Learning Research • 202:5162-5177 Chen S, Fegade P, Chen T, Gibbons PB, Mowry TC
Preprint ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines 2023 Chen S, Fegade P, Chen T, Gibbons PB, Mowry TC
Conference Federated Learning under Distributed Concept Drift 2023 • Proceedings of Machine Learning Research • 206:5834-5853 Jothimurugesan E, Hsieh K, Wang J, Joshi G, Gibbons PB
Conference PIM-tree: A Skew-resistant Index for Processing-in-Memory (Abstract) 2023 • HOPC 2023 - Proceedings of the 2023 ACM Workshop on Highlights of Parallel Computing • 13-14 Kang H, Zhao Y, Blelloch GE, Dhulipala L, Gu Y, Mcguffey C, Gibbons PB
Conference PIM-trie: A Skew-resistant Trie for Processing-in-Memory 2023 • PROCEEDINGS OF THE 35TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES, SPAA 2023 • 1-14 Kang H, Zhao Y, Blelloch GE, Dhulipala L, Gu Y, McGuffey C, Gibbons PB
Conference Runahead A<sup>*</sup>: Speculative Parallelism for A<sup>*</sup> with Slow Expansions 2023 • Proceedings International Conference on Automated Planning and Scheduling, ICAPS • 33(1):31-41 Bakhshalipour M, Qadri M, Guri D, Ehsani SB, Likhachev M, Gibbons PB
Conference Brief Announcement: Spatial Locality and Granularity Change in Caching 2022 • PROCEEDINGS OF THE 34TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES, SPAA 2022 • 173-175 Beckmann N, Gibbons PB, McGuffey C
Preprint Federated Learning under Distributed Concept Drift 2022 Jothimurugesan E, Hsieh K, Wang J, Joshi G, Gibbons PB
Journal Article MetaSys: A Practical Open-source Metadata Management System to Implement and Evaluate Cross-layer Optimizations 2022 • ACM Transactions on Architecture and Code Optimization (TACO) • 19(2): Vijaykumar N, Olgun A, Kanellopoulos K, Bostanci FN, Hassan H, Lotfi M, Gibbons PB, Mutlu O
Preprint PIM-tree: A Skew-resistant Index for Processing-in-Memory 2022 Kang H, Zhao Y, Blelloch GE, Dhulipala L, Gu Y, McGuffey C, Gibbons PB
Journal Article PIM-tree: A Skew-resistant Index for Processing-in-Memory 2022 • Proceedings of the VLDB Endowment • 16(4):946-958 Kang H, Zhao Y, Blelloch GE, Dhulipala L, Gu Y, McGuffey C, Gibbons PB
Conference RACOD: Algorithm/Hardware Co-design for Mobile Robot Path Planning 2022 • Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture • 597-609 Bakhshalipour M, Ehsani SB, Qadri M, Guri D, Likhachev M, Gibbons PB
Conference RTRBench: A Benchmark Suite for Real-Time Robotics 2022 • 2022 IEEE INTERNATIONAL SYMPOSIUM ON PERFORMANCE ANALYSIS OF SYSTEMS AND SOFTWARE (ISPASS 2022) • 175-186 Bakhshalipour M, Likhachev M, Gibbons PB
Journal Article Advances and open problems in federated learning 2021 • Foundations and Trends in Machine Learning • 14(1-2):1-210 Gibbons P, and others
Conference Brief announcement: Block-granularity-aware caching 2021 • Annual ACM Symposium on Parallelism in Algorithms and Architectures • 414-416 Beckmann N, Gibbons PB, McGuffey C
Conference DriftSurf: Stable-State/Reactive-State Learning under Concept Drift 2021 • Proceedings of Machine Learning Research • 139:10054-10064 Tahmasbi A, Jothimurugesan E, Tirthapura S, Gibbons PB
Conference HERQULES: Securing Programs via Hardware-Enforced Message Queues 2021 • International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS • 773-788 Chen DD, Lim WS, Bakhshalipour M, Gibbons PB, Hoe JC, Parno B
Preprint MetaSys: A Practical Open-Source Metadata Management System to Implement and Evaluate Cross-Layer Optimizations 2021 Vijaykumar N, Olgun A, Kanellopoulos K, Bostancı N, Hassan H, Lotfi M, Gibbons PB, Mutlu O
Preprint The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding 2021 Fegade P, Chen T, Gibbons PB, Mowry TC
Conference The processing-in-memory model 2021 • Annual ACM Symposium on Parallelism in Algorithms and Architectures • 295-306 Kang H, Gibbons PB, Blelloch GE, Dhulipala L, Gu Y, McGuffey C
Preprint Cortex: A Compiler for Recursive Deep Learning Models 2020 Fegade P, Chen T, Gibbons PB, Mowry TC
Preprint DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift 2020 Tahmasbi A, Jothimurugesan E, Tirthapura S, Gibbons PB
