作者: Magnificent 時間: 2025-3-21 23:59 作者: organism 時間: 2025-3-22 01:50
https://doi.org/10.1007/978-94-007-7290-8ower usage, respectively. Cost- and power-normalized comparisons suggest that, while the avenue offered by PiM is potentially promising, the existing technology is not yet mature enough to replace CPU platforms for sequence alignment.作者: ALLEY 時間: 2025-3-22 05:18 作者: chandel 時間: 2025-3-22 09:09
FakeGuard: Novel Architecture Support for?Deepfake Detection Networks within a single hardware architecture. A fine-grained, dependency-free task scheduling mechanism is designed to maximize hardware resources utilization. Extensive experiments show that FakeGuard surpasses the state-of-art accelerators.作者: Inflamed 時間: 2025-3-22 14:07
(re)Assessing PiM Effectiveness for?Sequence Alignmentower usage, respectively. Cost- and power-normalized comparisons suggest that, while the avenue offered by PiM is potentially promising, the existing technology is not yet mature enough to replace CPU platforms for sequence alignment.作者: Inflamed 時間: 2025-3-22 19:09 作者: 同音 時間: 2025-3-22 22:05
Jos Bruijn,Dieter Fensel,James SciclunaIMD target architectures. By taking as use cases the VGG-16 and TinyYOLOv2 CNNs, we focus on optimizing the memory behavior and energy consumption of the algorithm in each layer of the CNNs and show that MEPAD can achieve a reduction of up to 85% in the energy-delay product (EDP) when compared to alternative approaches.作者: bromide 時間: 2025-3-23 04:32 作者: 問到了燒瓶 時間: 2025-3-23 07:05 作者: 廢除 時間: 2025-3-23 10:43 作者: visual-cortex 時間: 2025-3-23 16:06
https://doi.org/10.1007/978-1-4939-6798-8and an initial evaluation conducted on the HPC4AI Laboratory supercomputer in Torino..The evaluation of Expand Ad-Hoc with fault-tolerant found that, despite data replication, its performance and scalability are generally better than those of other parallel file systems without fault-tolerant.作者: 南極 時間: 2025-3-23 21:11 作者: MEN 時間: 2025-3-23 23:02 作者: DRILL 時間: 2025-3-24 06:02 作者: vitreous-humor 時間: 2025-3-24 10:33 作者: 口味 時間: 2025-3-24 11:06
978-3-031-69765-4The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl作者: indifferent 時間: 2025-3-24 18:02
Euro-Par 2024: Parallel Processing978-3-031-69766-1Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: iodides 時間: 2025-3-24 20:56
Richard J. Gaylord,Kazume Nishidatewever, traditional RDMA network interface cards (RNICs) act as passive remote memory controllers and are susceptible to cache side-channel attacks. The Data Processing Unit (DPU) represents the latest evolution of the RNIC, integrating programmable logic with the RDMA engine. In this work, we propos作者: Hemodialysis 時間: 2025-3-25 01:19
https://doi.org/10.1007/978-94-009-0123-0a binary columnar data format by the ROOT framework, that also transparently compresses the data. In this format, cells are not necessarily atomic but they may contain nested collections of variable size. The fact that row and block sizes are not known upfront makes it challenging to implement effic作者: Carbon-Monoxide 時間: 2025-3-25 06:45 作者: 膝蓋 時間: 2025-3-25 08:50 作者: 歡呼 時間: 2025-3-25 13:45
https://doi.org/10.1007/978-1-4939-6798-8ations to avoid bottlenecks in accessing a larger amount of data. For this purpose, the Expand Ad-Hoc parallel file system is being designed and developed..Since these applications have very long execution times, fault tolerance mechanisms in the file system are necessary to allow them to continue r作者: vertebrate 時間: 2025-3-25 16:41
D. Alistair Steyn-Ross,Moira Steyn-Rossedups. However, the throughput of SIMD instructions relies on the number of vector processing units, the scalar processing units are underutilized in performing SIMD operations. This paper presents a SIMD processor architecture, ImSPU, which enables implicit sharing of computation resources between 作者: intellect 時間: 2025-3-25 20:56 作者: 反復(fù)無常 時間: 2025-3-26 00:29 作者: Coronation 時間: 2025-3-26 04:59 作者: 駕駛 時間: 2025-3-26 11:23 作者: 大笑 時間: 2025-3-26 14:00
https://doi.org/10.1007/978-94-007-7290-8)examines PiM’s effectiveness in sequence alignment, which is a pivotal bottleneck in genome analysis. This application context ideally matches PiM’s strengths as it offers ample parallelism and is memory-intensive. We use commercially available PiM hardware (UPMEM) for an exploration based on direc作者: 無孔 時間: 2025-3-26 20:16 作者: anticipate 時間: 2025-3-26 21:49
https://doi.org/10.1007/978-981-99-2509-4g collective I/O techniques were proposed with the assumption that computer memory is volatile. However, their ability is limited by the size of collective I/O buffers and communication overhead. In this paper, we propose ., a novel collective I/O framework that employs node-local persistent memory 作者: notification 時間: 2025-3-27 03:22
https://doi.org/10.1007/978-1-4614-4596-8ke CNNs, CapsNets are robust to affine transformation and are able to learn spatial relationships between features of an image. Since CapsNets require significant computing horsepower due to intensive matrix operations, GPUs have become the primary hardware platforms for the execution of CapsNets. I作者: 全神貫注于 時間: 2025-3-27 09:17 作者: esthetician 時間: 2025-3-27 09:59 作者: Flavouring 時間: 2025-3-27 13:55 作者: 大都市 時間: 2025-3-27 20:41
Lecture Notes in Computer Sciencehttp://image.papertrans.cn/f/image/320754.jpg作者: 語源學(xué) 時間: 2025-3-27 23:25 作者: 取回 時間: 2025-3-28 04:31 作者: 做作 時間: 2025-3-28 06:45 作者: hemophilia 時間: 2025-3-28 13:04
ImSPU: Implicit Sharing of?Computation Resources Between Vector and?Scalar Processing Units architecture and is straightforward to implement in hardware. In comparison to traditional SIMD processors, the proposed implicit sharing architecture achieves substantial performance gains while incurring minor hardware overhead.作者: 和諧 時間: 2025-3-28 16:47
ADE-HGNN: Accelerating HGNNs Through Attention Disparity Exploitation dedicated hardware pruner to discard unimportant vertices. Given that the pruning overhead itself is non-negligible and cannot be amortized by conventional staged execution paradigm, an operation-fusion execution flow of HGNNs is introduced to overlap the pruning overhead while harnessing inter-sta作者: 不如屎殼郎 時間: 2025-3-28 22:37 作者: senile-dementia 時間: 2025-3-28 23:02 作者: GONG 時間: 2025-3-29 06:17 作者: 吞吞吐吐 時間: 2025-3-29 08:09 作者: Epithelium 時間: 2025-3-29 11:27
PCTC: Hardware and Software Co-design for ,runed ,apsule Networks on ,ensor ,ores PCTC changes the sequence of matrix operations for capsule layers so that sparse operations are eliminated. PCTC further enhances the execution of CapsNets on TCs by eliminating those matrix operations that are not necessary to maintain the accuracy of the network. Quite often, CapsNets are designe作者: Relinquish 時間: 2025-3-29 16:12
Harnessing Data Movement Strategies to?Optimize Performance-Energy Efficiency of?Oil & Gas Simulatioto Hopper architectures, and NVIDIA GH200 Superchip), we show that employing the right data movement strategy can improve performance up to 62.2% and EDP up to 78.1%. We also shown that advances in the software and hardware layer of NVIDIA GPUs over generations have positively impacted the unified m作者: 先兆 時間: 2025-3-29 21:52 作者: Orchiectomy 時間: 2025-3-30 02:13
https://doi.org/10.1007/978-94-009-0123-0ation. We discuss our design choices and the implementation of scalable parallel writing for ROOT’s RNTuple format. An evaluation of our approach shows perfect scalability only limited by storage bandwidth for a synthetic benchmark. Finally we evaluate the benefits for a real-world application of da作者: Ganglion-Cyst 時間: 2025-3-30 07:48 作者: DEMUR 時間: 2025-3-30 10:40 作者: Allure 時間: 2025-3-30 13:50 作者: 敬禮 時間: 2025-3-30 18:03 作者: 含糊 時間: 2025-3-30 20:53
https://doi.org/10.1007/978-3-030-96162-6ow water simulation whose scalability heavily depends on low-latency communication. With a suitable configuration of ACCL, good scaling behavior can be shown to all 48 FPGAs installed in?the system. Overall, the results show that the availability of inter-FPGA communication frameworks as well as the作者: 天氣 時間: 2025-3-31 04:21 作者: pericardium 時間: 2025-3-31 05:19
https://doi.org/10.1007/978-981-99-2509-4el log merging approach to reduce communication overhead for data shuffling among MPI processes on compute nodes. Our experimental results with representative MPI-IO benchmarks show that . improves the I/O throughput by up to 121X and 151X for writes and reads respectively on the Perlmutter supercom作者: Horizon 時間: 2025-3-31 11:12 作者: ineffectual 時間: 2025-3-31 17:02
