Remote Power Side- Channel Attacks on FPGAs.
IEEE Des. Test, February, 2025
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents.
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CoRR, February, 2025
Adaptive Semantic Prompt Caching with VectorQ.
CoRR, February, 2025
cedar: Optimized and Unified Machine Learning Input Data Pipelines.
Proc. VLDB Endow., October, 2024
SlipStream: Adapting Pipelines for Distributed Training of Large DNNs Amid Failures.
CoRR, 2024
cedar: Composable and Optimized Machine Learning Input Data Pipelines.
CoRR, 2024
ReCycle: Resilient Training of Large DNNs using Pipeline Adaptation.
Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024
High-throughput and Flexible Host Networking for Accelerated Computing.
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Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024
Tectonic-Shift: A Composite Storage Fabric for Large-Scale ML Training.
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Proceedings of the 2023 USENIX Annual Technical Conference, 2023
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure.
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Proceedings of the Sixth Conference on Machine Learning and Systems, 2023
Understanding data storage and ingestion for large-scale deep recommendation model training: industrial product.
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Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022
ShEF: shielded enclaves for cloud FPGAs.
Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022
Understanding and Co-designing the Data Ingestion Pipeline for Industry-Scale RecSys Training.
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CoRR, 2021
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021
To Centralize or Not to Centralize: A Tale of Swarm Coordination.
CoRR, 2018
FPGA-Based Remote Power Side-Channel Attacks.
Proceedings of the 2018 IEEE Symposium on Security and Privacy, 2018
HyperFlow: A Processor Architecture for Nonmalleable, Timing-Safe Information Flow Security.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018