Suchergebnisse - parallel and distributed computing research and applications

Introduction: Enabling Large‐Scale Computational Science—Motivations, Requirements, and Challenges von Parashar, Manish, Li, Xiaolin

“… This chapter contains sections titled: Motivation Requirements and Challenges A Taxonomy for Adaptive Applications and Management Strategies A Conceptual …”
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Cyber security in parallel and distributed computing : concepts, techniques, applications and case studies von Le, Dac-Nhuong, Kumar, Raghvendra, Mishra, Brojo Kishore, Khari, Manju, Chatterjee, Jyotir Moy

“… The main objective of this book is to explore the concept of cybersecurity in parallel and distributed computing along with recent research developments in the field …”
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Research on the Application of Artificial Intelligence and Distributed Parallel Computing in Archives Classification von Shang, Erbo, Liu, Xiaohua, Wang, Hailong, Rong, Yangfeng, Liu, Yuerong

“… classification method based on machine learning. In this paper, an archives classification method based on XGBoost and Spark distributed parallel computing is proposed …”
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GTX.Digest.VCF: an online NGS data interpretation system based on intelligent gene ranking and large-scale text mining von Jiang, Yanhuang, Wu, Chengkun, Zhang, Yanghui, Zhang, Shaowei, Yu, Shuojun, Lei, Peng, Lu, Qin, Xi, Yanwei, Wang, Hua, Song, Zhuo

“… Background An important task in the interpretation of sequencing data is to highlight pathogenic genes (or detrimental variants) in the field of Mendelian …”
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Guest Editorial: Special Section on New Trends in Parallel and Distributed Computing for Human Sensible Applications von DAgostino, Daniele, Leporati, Francesco, Torquati, Massimo, Xue, Jingling

“… The papers in this special section focus on collecting high-quality scientific contributions from the research community working in the fields of parallel and distributed computing, data analytics …”
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Mathematical modeling and problem solving: from fundamentals to applications von Ohue, Masahito, Sasayama, Kotoyu, Takata, Masami

“… on Parallel and Distributed Processing Techniques and Applications. Covering fundamental research in matrix operations and heuristic searches to real-world applications …”
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Parallel distributed computing using Python von Dalcin, Lisandro D., Paz, Rodrigo R., Kler, Pablo A., Cosimo, Alejandro

“… ► We present two packages for parallel distributed computing with Python. ► MPI for Python (mpi4py) provides bindings for the MPI standard …”
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A customized two-stage parallel computing algorithm for solving the combined modal split and traffic assignment problem von Zhang, Kai, Zhang, Honggang, Cheng, Qixiu, Chen, Xinyuan, Wang, Zewen, Liu, Zhiyuan

“… •An optimal parallel computing resource schedule is proposed to solve each block problem.•The parallel slowdown is uncovered in calculating each block problem of the path flow adjustment phase by using parallel resources …”
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Topology optimization of thermal fluid–structure systems using body-fitted meshes and parallel computing von Feppon, F., Allaire, G., Dapogny, C., Jolivet, P.

“… An efficient framework is described for the shape and topology optimization of realistic three-dimensional, weakly-coupled fluid-thermal-mechanical systems. At …”
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Solving large batches of traveling salesman problems with parallel and distributed computing von Ozden, S.G., Smith, A.E., Gue, K.R.

“… In this paper, we describe and compare serial, parallel, and distributed solver implementations for large batches of Traveling Salesman Problems using the Lin …”
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Progress in global parallel computing research: a bibliometric approach von Liu, Zhongqiu, Liu, Yaolin, Guo, Yangjie, Wang, Hua

“… This study adopts a bibliometric approach to analyze the progress in global parallel computing research from the related literature in the Science Citation Index Expanded database from 1958 to 2011 …”
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Using high performance computing for unrelated parallel machine scheduling with sequence-dependent setup times: Development and computational evaluation of a parallel branch-and-price algorithm von Rauchecker, Gerhard, Schryen, Guido

“… Since many scheduling problems are NP-hard in the strong sense, there is only limited research on exact algorithms and how their efficiency scales when implemented on parallel computing architectures …”
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ClustalW-MPI: ClustalW analysis using distributed and parallel computing von Li, Kuo-Bin

“… : pairwise alignment, guide-tree generation and progressive alignment. ClustalW-MPI is a distributed and parallel implementation of ClustalW …”
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Research and application of the parallel computing method for the grid-based Xin'anjiang model von Liu, Qian, Wan, Dingsheng, Yu, Yufeng, Zhang, Yangming

“… Therefore, a GXM parallel algorithm based on grid flow direction division is proposed from the perspective of spatial parallelism, which realizes the parallel computing of the GXM by extracting …”
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Nature-inspired optimization algorithms von Yang, Xin-She

“… optimization.The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well …”
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The Vibrant Field of Parallel and Distributed Computing—Scan the Special Issue in Honor of Professor Kai Hwang’s 80th Birthday von Li, Guo-Jie

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Distributed dynamic load balancing for pipelined computations on heterogeneous systems von Riakiotakis, Ioannis, Ciorba, Florina M., Andronikos, Theodore, Papakonstantinou, George

“… applications on high performance computing systems is the uneven distribution of the computational work …”
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Development of a knowledge-sharing parallel computing approach for calibrating distributed watershed hydrologic models von Asgari, Marjan, Yang, Wanhong, Lindsay, John, Shao, Hui, Liu, Yongbo, De Queiroga Miranda, Rodrigo, Dehnavi, Maryam Mehri

“… A research gap in calibrating distributed watershed hydrologic models lies in the development of calibration frameworks adaptable to increasing complexity of hydrologic models …”
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Parallel physics-informed neural networks via domain decomposition von Shukla, Khemraj, Jagtap, Ameya D., Karniadakis, George Em

“… •Construction and implementation of new domain-decomposition based parallel algorithm is proposed for cPINNs and XPINNs methods …”
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Decentralized Task Reallocation on Parallel Computing Architectures Targeting an Avionics Application von Khamvilai, Thanakorn, Sutter, Louis, Baufreton, Philippe, Neumann, François, Feron, Eric

“… This work presents an online decentralized allocation algorithm of a safety-critical application on parallel computing architectures, where individual Computational Units can be affected by faults …”
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