Suchergebnisse - "High-Performance Distributed Computing"

Dynamic Replication Policy on HDFS Based on Machine Learning Clustering von Ahmed, Motaz A., Khafagy, Mohamed H., Shaheen, Masoud E., Kaseb, Mostafa R.

“… Data growth in recent years has been swift, leading to the emergence of big data science. Distributed File Systems (DFS) are commonly used to handle big data, …”
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Deployment and verification of machine learning tool-chain based on kubernetes distributed clusters: This paper is submitted for possible publication in the special issue on high performance distributed computing von Cai, Haoyu, Wang, Chao, Zhou, Xuehai

“… In the field of software engineering, the environmental dependency conflict is a significant problem facing software engineers. Containerization (Pahl 2015 ) …”
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Cost-efficient parallel processing of irregularly structured problems in cloud computing environments von Haussmann, Jens, Blochinger, Wolfgang, Kuechlin, Wolfgang

“… In this paper, we deal with optimizing the monetary costs of executing parallel applications in cloud-based environments. Specifically, we investigate on how …”
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RAMCI: a novel asynchronous memory copying mechanism based on I/OAT von Chen, Zhenke, Li, Dingding, Wang, Zhiwen, Liu, Hai, Tang, Yong

“… Memory copying is one of the most common operations in modern software. Usually, the operation reflects a synchronous (sync) CPU procedure of memory copying, …”
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Pneumoconiosis identification in chest X-ray films with CNN-based transfer learning von Zheng, Ran, Zhang, Lanlan, Jin, Hai

“… Pneumoconiosis is one of the most universal and severe occupational diseases in the world today. The diagnosis of pneumoconiosis mainly depends on the doctors’ …”
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Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters von Qi, Qiang, Xu, Fei, Chen, Li, Zhou, Zhi

“… Distributed deep neural network (DDNN) training becomes increasingly compelling as the DNN model gets complex and the dataset grows large. Through an in-depth …”
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Editorial for the special issue on high performance distributed computing von Guo, Minyi, Chen, Guihai, Liao, Xiaofei, Zheng, Long

“… With the advent of the Big Data era, the demand for storing, processing, and analyzing this vast and growing amount of data has emerged in the market. Since a …”
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Replica-aware data recovery performance improvement for Hadoop system with NVM von Li, Xin, Li, Huijie, Lu, Youyou, Zhao, Yanchao, Qin, Xiaolin

“… The non-volatile memory (NVM) is the promising device to store data and accelerate big data analysis due to its excellent I/O performance. However, we find …”
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The Globus project: a status report von Foster, Ian, Kesselman, Carl

“… The Globus project is a multi-institutional research effort that seeks to enable the construction of computational grids providing pervasive, dependable, and …”
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A distributed computing approach for real-time transient stability analysis von Aloisio, G., Bochicchio, M.A., La Scala, M., Sbrizzai, R.

“… Power system online dynamic security assessment (DSA) is a challenging computing problem. A key problem in DSA is the analysis of a large number of dynamic …”
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A MapReduce Enabled Simulated Annealing Genetic Algorithm von Luokai Hu, Jin Liu, Chao Liang, Fuchuan Ni

“… Intelligent algorithms such as genetic algorithms and simulated annealing algorithms have widely been applied to the field of large scale data analysis and …”
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Grid Resource Abstraction, Virtualization, and Provisioning for Time-Targeted Applications von Yang-suk Kee, Kesselman, C.

“… As a variety of science applications are integrated with large-scale HPDC (high performance distributed computing) technologies, timely resource allocation is …”
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Network-based parallel computing over ATM using improved SSCOP protocol von Solé-Pareta, Josep, Vila-Sallent, Joan

“… In this paper, we address the problem of supporting network-based parallel computing, usually known in the literature as High Performance Distributed Computing …”
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A High Performance Message-Passing System for Network of Workstations von Park, Sung-Yong, Hariri, Salim

“… With the proliferation of Network of Workstations (NOW) environment, there has been a great demand for a high performance message-passing system to implement …”
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