Suchergebnisse - Multi-process parallel computation

Training-efficient and cost-optimal energy management for fuel cell hybrid electric bus based on a novel distributed deep reinforcement learning framework von Huang, Ruchen, He, Hongwen, Gao, Miaojue

“… •An A3C-based EMS is proposed to reduce the total operation cost of the FCHEB.•Multi-process parallel computation is employed to achieve the A3C-based EMS …”
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Cloud Computing Load Prediction Method Based on Hybrid Model of CEEMDAN-ConvLSTM von Zaho, Peng, Zhou, Jiantao, Zhao, Darning

“… With the rapid development of cloud computing technology, more and more users choose to use cloud services, and the problem of mismatch between load requests …”
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Dynamic Analysis Method for Concurrency Bugs in Multi-process/Multi-thread Environments von Park, Jihyun, Choi, Byoungju, Jang, Seungyeun

“… In this paper, we propose a method of analyzing the types and causes of concurrency bugs that can occur in multi-process/multi-thread environments by analyzing the information gathered in the execution environment …”
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CoSim: A coupled simulator for multi-process, multi-phase, and multi-scale analysis von Xu, Wenjie, Zhou, Qian, Feng, Zekang, Zhang, Yangyang, Wang, Junhao, Chen, Yongzhi, Ouyang, Penghao

“… Multi-process, multi-phase, and multi-scale ("3M") problems are common and pressing challenges faced by nature, industry, and engineering …”
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Multicore in production: advantages and limits of the multi-process approach in the ATLAS experiment von Binet, S, Calafiura, P, Jha, M K, Lavrijsen, W, Leggett, C, Lesny, D, Severini, H, Smith, D, Snyder, S, Tatarkhanov, M, Tsulaia, V, VanGemmeren, P, Washbrook, A

“… ATLAS pioneered the multi-process approach to parallelize HEP applications. Using Linux fork() and the Copy On Write mechanism we implemented a simple event task farm, which allowed us to achieve sharing of almost 80 …”
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CODC-pyParaQC: A design and implementation of parallel quality control for ocean observation big data von Yuan, Huifeng, Li, Tianyan, Jin, Zhong, Cheng, Lijing, Tan, Zhetao, Zhang, Bin, Wang, Yanjun

“… the feasibility of a large-scale parallel computation of the quality control scheme and realizing …”
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Accelerating Multi - Process Communication for Parallel 3-D FFT von Ayala, Alan, Tomov, Stan, Stoyanov, Miroslav, Haidar, Azzam, Dongarra, Jack

“… In this paper, we present techniques for speeding up multi-process communication cost during the computation of FFTs, considering hybrid network connections as those expected on upcoming exascale machines …”
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Optimization of Light-Front Hamiltonian Generation for Domestic Heterogeneous Platforms von Han, Yumeng, Tao, Chenbo, Liu, Jie, Xu, Siqi, Zhao, Xingbo, Wu, Peng, Han, Mengzhi, Cao, Wudi

“… This scheme integrates a two-level parallel strategy that combines MPI-based multi-process parallelism with GPU-like multithreaded parallelism, offloading intensive computations …”
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A scalable two-stage model for real-time Wetland bird recognition von Xia, Wenyuan, Zhou, Qing, Wu, Dayu, Wang, Siyuan, Zhou, Mengshuang

“… similarity among bird species. Moreover, a bird recognition server needs to perform computation-intensive tasks of multi-process parallel inferences, requiring a low inference latency of the bird recognition algorithm …”
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Dynamic DAG scheduling for many-task computing of distributed eco-hydrological model von Yue, Shasha, Ma, Yan, Chen, Lajiao, Wang, Yuzhu, Song, Weijing

“… The computing of distributed hydrological model at large scale is increasingly characterized by data intensive and computation intensive, especially for the multi-process coupling model …”
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A scalable two-stage model for real-time Wetland bird recognition: A scalable two-stage model von Xia, Wenyuan, Zhou, Qing, Wu, Dayu, Wang, Siyuan, Zhou, Mengshuang

“… similarity among bird species. Moreover, a bird recognition server needs to perform computation-intensive tasks of multi-process parallel inferences, requiring a low inference latency of the bird recognition algorithm …”
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Performance Characterization of Python Runtimes for Multi-device Task Parallel Programming von Ruys, William, Lee, Hochan, You, Bozhi, Talati, Shreya, Park, Jaeyoung, Almgren-Bell, James, Yan, Yineng, Fernando, Milinda, Erez, Mattan, Gligoric, Milos, Burtscher, Martin, Rossbach, Christopher J., Pingali, Keshav, Biros, George

“… Modern Python programs in high-performance computing call into compiled libraries and kernels for performance-critical tasks. However, effectively …”
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Integrated scheduling problem of multi-load AGVs and parallel machines considering the recovery process von Fan, Xin, Sang, Hongyan, Tian, Mengxi, Yu, Yang, Chen, Song

“… In modern manufacturing workshops, parallel machine scheduling and automated guided vehicle (AGV …”
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Maximizing GPU Parallelism for a High-performance Cryptanalysis System von Kim, Sangyub, Shin, Youngjoo

“… For this, previous works utilized NVIDIA's technologies such as Hyper-Q, Multi-Process Service (MPS), and Multi-Instance GPU …”
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Modeling and Simulating Multiple Failure Masking Enabled by Local Recovery for Stencil-Based Applications at Extreme Scales von Gamell, Marc, Teranishi, Keita, Mayo, Jackson, Kolla, Hemanth, Heroux, Michael A., Chen, Jacqueline, Parashar, Manish

“… Obtaining multi-process hard failure resilience at the application level is a key challenge that must be overcome before the promise of exascale can be fully realized …”
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MP-GAN: Cyber-Attack Detection and Localization for Cyber-Physical Systems with Multi-Process Generative Adversarial Networks von Zhou, Yikui, Wang, Jie, Tang, Junnan, Gou, Chao, Jiang, Zigui, Li, Dan, Ng, See-Kiong

“… However, the multi-process essence of CPS has not been adequately addressed in existing works to locate the processes or points being attacked for in-time actions …”
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Vectorized and Parallel Computation of Large Smooth-Degree Isogenies using Precedence-Constrained Scheduling von Kittiphon Phalakarn, Vorapong Suppakitpaisarn, Francisco Rodríguez-Henríquez, M.A. Hasan

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Large-scale time-harmonic electromagnetic field analysis using a multigrid solver on a distributed memory parallel computer von Iwashita, Takeshi, Hirotani, Yu, Mifune, Takeshi, Murayama, Toshio, Ohtani, Hideki

“… ► The proposed method attains 2.7-fold speedup compared with multi-color ordering. ► The proposed method effectively utilizes multi process and thread parallel processing …”
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Decomposing Software Verification using Distributed Summary Synthesis von Beyer, Dirk, Kettl, Matthias, Lemberger, Thomas

“… There are many approaches for automated software verification, but they are either imprecise, do not scale well to large systems, or do not sufficiently …”
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ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments von Lee, Munkyu, Seong, Sihoon, Kang, Minki, Lee, Jihyuk, Na, Gap-Joo, Chun, In-Geol, Nikolopoulos, Dimitrios, Hong, Cheol-Ho

“… ParvaGPU integrates NVIDIA's Multi-Instance GPU (MIG) and Multi-Process Service (MPS) technologies to enhance GPU utilization, with the goal of meeting the diverse SLOs of each workload and reducing overall GPU usage …”
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