Preprint LithOS: An Operating System for Efficient Machine Learning on GPUs 2025 Coppock PH, Zhang B, Solomon EH, Kypriotis V, Yang L, Sharma B, Schatzberg D, Mowry TC, Skarlatos D
Conference Relax: Composable Abstractions for End-to-End Dynamic Machine Learning 2025 • PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2025 • 998-1013 Lai R, Shao J, Feng S, Lyubomirsky S, Hou B, Lin W, Ye Z, Jin H, Jin Y, Liu J, Jin L, Cai Y, Jiang Z, Wu Y, Park S, Srivastava P, Roesch J, Mowry TC, Chen T
Preprint A System for Microserving of LLMs 2024 Jin H, Lai R, Ruan CF, Wang Y, Mowry TC, Miao X, Jia Z, Chen T
Journal Article Address Scaling: Architectural Support for Fine-Grained Thread-Safe Metadata Management 2024 • IEEE Computer Architecture Letters • 23(1):69-72 Mishra D, Kanellopoulos K, Panwar A, Sriraman A, Seshadri V, Mutlu O, Mowry TC
Conference The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining 2024 • Proceedings of the VLDB Endowment • 18(1):1-13 Arch S, Liu Y, Mowry TC, Patel JM, Pavlo A
Preprint ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time 2023 Fegade P, Chen T, Gibbons PB, Mowry TC
Conference ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines 2023 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 202 • 202: 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 Memento: Architectural Support for Ephemeral Memory Management in Serverless Environments 2023 • 56TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE, MICRO 2023 • 122-136 Wang Z, Zhao K, Li P, Jacob A, Kozuch M, Mowry TC, Skarlatos D
Preprint Relax: Composable Abstractions for End-to-End Dynamic Machine Learning 2023 Lai R, Shao J, Feng S, Lyubomirsky SS, Hou B, Lin W, Ye Z, Jin H, Jin Y, Liu J, Jin L, Cai Y, Jiang Z, Wu Y, Park S, Srivastava P, Roesch JG, Mowry TC, Chen T
Conference RipTide A programmable, energy-minimal dataflow compiler and architecture 2022 • Micro -Annual Workshop then Annual International Symposium- • 546-564 Gobieski G, Ghosh S, Heule M, Mowry T, Nowatzki T, Beckmann N, Lucia B
Conference Filter Representation in Vectorized Query Execution 2021 • 17TH INTERNATIONAL WORKSHOP ON DATA MANAGEMENT ON NEW HARDWARE, DAMON 2021 Ngom A, Menon P, Butrovich M, Ma L, Lim WS, Mowry TC, Pavlo A
Conference NVOverlay: Enabling Efficient and Scalable High-Frequency Snapshotting to NVM 2021 • Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture • 498-511 Wang Z, Choo C-H, Kozuch MA, Mowry TC, Pekhimenko G, Seshadri V, Skarlatos D
Preprint The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding 2021 Fegade P, Chen T, Gibbons PB, Mowry TC
Preprint Cortex: A Compiler for Recursive Deep Learning Models 2020 Fegade P, Chen T, Gibbons PB, Mowry TC
Journal Article Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling 2020 • Proceedings of the VLDB Endowment • 14(2):101-113 Menon P, Ngom A, Ma L, Mowry TC, Pavlo A
Conference TARDISTM: Incremental Repair for Transactional Memory 2020 • PROCEEDINGS OF THE ELEVENTH INTERNATIONAL WORKSHOP ON PROGRAMMING MODELS AND APPLICATIONS FOR MULTICORES AND MANYCORES, PMAM 2020 • 21-30 Chen DD, Gibbons PB, Mowry TC
Conference Multiversioned Page Overlays: Enabling Faster Serializable Hardware Transactional Memory 2019 • Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT • 394-407 Wang Z, Kozuch MA, Mowry TC, Seshadri V
Chapter Towards Breaking the Memory Bandwidth Wall Using Approximate Value Prediction 2019 417-441 Yazdanbakhsh A, Pekhimenko G, Esmaeilzadeh H, Mutlu O, Mowry TC
Journal Article RowClone: Accelerating Data Movement and Initialization Using DRAM 2018 • IPSI BGD TRANSACTIONS ON INTERNET RESEARCH • 14(2): Seshadri V, Kim Y, Fallin C, Lee D, Ausavarungnirun R, Pekhimenko G, Luo Y, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC
Preprint RowClone: Accelerating Data Movement and Initialization Using DRAM 2018 Seshadri V, Kim Y, Fallin C, Lee D, Ausavarungnirun R, Pekhimenko G, Luo Y, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC
Conference Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology 2017 • Micro -Annual Workshop then Annual International Symposium- • 273-287 Seshadri V, Lee D, Mullins T, Hassan H, Boroumand A, Kim J, Kozuch MA, Mutlu O, Gibbons PB, Mowry TC
Chapter Chapter 15 A framework for accelerating bottlenecks in GPU execution with assist warps 2017 373-415 Vijaykumar N, Pekhimenko G, Jog A, Ghose S, Bhowmick A, Ausavarungnirun R, Das C, Kandemir M, Mowry TC, Mutlu O
Journal Article Relaxed operator fusion for in-memory databases 2017 • Proceedings of the VLDB Endowment • 11(1):1-13 Menon P, Mowry TC, Pavlo A
Journal Article Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2017 • Proceedings of the VLDB Endowment • 11(1):1-13 Menon P, Mowry TC, Pavlo A
