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检索条件"任意字段=18th International Symposium on Computer Architecture and High Performance Computing"
3481 条 记 录,以下是31-40 订阅
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Design of Approximate DNN Accelerators through Framework-Based and Circuit-Level Techniques  18
Design of Approximate DNN Accelerators through Framework-Bas...
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18th international Workshop on Cellular Nanoscale Networks and their Applications (CNNA)
作者: Leon, Vasileios Xydis, Sotirios Lentaris, George Soudris, Dimitrios Natl Tech Univ Athens Sch Elect & Comp Engn Athens Greece
Deep Neural Networks (DNNs) are considered as one of the state-of-the-art approaches for providing excellent accuracy in Artificial Intelligence tasks. However, their increased computing & memory intensity challen... 详细信息
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Using Logging-on-Write to Improve Non-Volatile Memory Checkpoints via Processing-in-Memory  35
Using Logging-on-Write to Improve Non-Volatile Memory Checkp...
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35th IEEE international symposium on computer architecture and high performance computing (SBAC-PAD)
作者: Kruger, Kleber Pannain, Ricardo Azevedo, Rodolfo Univ Estadual Campinas Inst Comp Campinas Brazil
NVM architectures must keep consistent data in case of failures, a property called crash consistency. A common way to do so is by checkpoint mechanisms. However, most of the strategies developed have performance and u... 详细信息
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Assessing the performance of an architecture-aware optimization tool for neural networks  35
Assessing the performance of an architecture-aware optimizat...
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35th IEEE international symposium on computer architecture and high performance computing (SBAC-PAD)
作者: Marichal, Raul Dufrechou, Ernesto Ezzatti, Pablo Fac Ingn Inst Comp Montevideo Uruguay
the important growth in the demand for Neural Network solutions has created an urgent need for efficient implementations across a wide array of environments and platforms. As industries increasingly rely on AI-driven ... 详细信息
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Proceedings - 2024 IEEE international symposium on high-performance computer architecture, HPCA 2024
Proceedings - 2024 IEEE International Symposium on High-Perf...
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30th IEEE international symposium on high-performance computer architecture, HPCA 2024
the proceedings contain 78 papers. the topics discussed include: exploitation of security vulnerability on retirement;GadgetSpinner: a new transient execution primitive using the loop stream detector;uncovering and ex...
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ECSSD: Hardware/Data Layout Co-Designed In-Storage-computing architecture for Extreme Classification  23
ECSSD: Hardware/Data Layout Co-Designed In-Storage-Computing...
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50th Annual international symposium on computer architecture (ISCA)
作者: Li, Siqi Tu, Fengbin Liu, Liu Lin, Jilan Wang, Zheng Kang, Yangwook Ding, Yufei Xie, Yuan Univ Calif Santa Barbara Santa Barbara CA 93106 USA Hong Kong Univ Sci & Technol Hong Kong Peoples R China Rensselaer Polytech Inst Troy NY USA Samsung Semicond Inc San Jose CA USA Alibaba Grp DAMO Acad Sunnyvale CA USA
With the rapid growth of classification scale in deep learning systems, the final classification layer becomes extreme classification with a memory footprint exceeding the main memory capacity of the CPU or GPU. the e... 详细信息
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Exploring the Serverless First Strategy in Cloud Application Development  35
Exploring the Serverless First Strategy in Cloud Application...
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35th IEEE international symposium on computer architecture and high performance computing (SBAC-PAD)
作者: Cavalheiro, Adriano Prado Schepke, Claudio Fed Univ Pampa Alegrete PPGES Grad Program Software Engn Alegrete Brazil
this paper explores the Serverless First strategy in cloud application development. Serverless computing has gained popularity due to its flexibility and scalability. In our work, we provide a systematic review of the... 详细信息
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MIRAGE: Quantum Circuit Decomposition and Routing Collaborative Design using Mirror Gates  30
MIRAGE: Quantum Circuit Decomposition and Routing Collaborat...
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30th IEEE international symposium on high-performance computer architecture (HPCA)
作者: McKinney, Evan Hatridge, Michael Jones, Alex K. Univ Pittsburgh Dept Elect & Comp Engn Pittsburgh PA 15260 USA Univ Pittsburgh Dept Phys & Astron Pittsburgh PA 15260 USA
Building efficient large-scale quantum computers is a significant challenge due to limited qubit connectivities and noisy hardware operations. Transpilation is critical to ensure that quantum gates are on physically l... 详细信息
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high performance computing Infrastructure in Technical University Research  18
High Performance Computing Infrastructure in Technical Unive...
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IEEE 18th international Conference on Intelligent computer Communication and Processing (ICCP)
作者: Gorgan, Dorian Tech Univ Cluj Napoca Dept Comp Sci Cluj Napoca Romania
A technical university needs high performance computing resources to support the research activity carried out by interdisciplinary teams, through heterogeneous, various and flexible configurations. the CloudUT infras... 详细信息
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Spiro: Order-Preserving Visualization in high performance computing Monitoring  18th
Spiro: Order-Preserving Visualization in High Performance Co...
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18th international symposium on Visual computing (ISVC)
作者: Dang, Tommy Nguyen, Ngan V. T. Li, Jie Sill, Alan Chen, Yong Texas Tech Univ Lubbock TX 79409 USA
As high-performance computing (HPC) is moving closer to entering the exascale era, monitoring HPC systems is becoming increasingly important and continuously more complex. the innovations in interactive visualization ... 详细信息
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Probabilistic Local Equivalence Certification for Robustness Evaluation  18th
Probabilistic Local Equivalence Certification for Robustness...
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18th international symposium on Visual computing (ISVC)
作者: Bond, Jacob Gupta, Siddhartha Elvitigala, thanura Gen Motors Co Warren MI 48092 USA
To evaluate the robustness of non-classifier models, we propose probabilistic local equivalence, based on the notion of randomized smoothing, as a way to quantitatively evaluate the robustness of an arbitrary function... 详细信息
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