Výsledky vyhledávání - Task decomposition strategies and programming

An approach to task-based parallel programming for undergraduate students Autor Ayguadé, Eduard, Jiménez-González, Daniel

“…” loop-based approach, which is the focus of parallel programming courses in other universities, this course presents the parallel programming concepts using a task-based approach…”
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Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System Autor Huang, Tsung-Wei, Lin, Dian-Lun, Lin, Chun-Xun, Lin, Yibo

“… Taskflow introduces an expressive task graph programming model to assist developers in the implementation of parallel and heterogeneous decomposition strategies on a heterogeneous computing platform…”
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Cpp-Taskflow: A General-Purpose Parallel Task Programming System at Scale Autor Huang, Tsung-Wei, Lin, Yibo, Lin, Chun-Xun, Guo, Guannan, Wong, Martin D. F.

“… Cpp-Taskflow leverages the power of modern C++ and task-based approaches to enable efficient implementations of parallel decomposition strategies…”
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Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks Autor Cang, Yihan, Chen, Ming, Pan, Yijin, Yang, Zhaohui, Hu, Ye, Sun, Haijian, Chen, Mingzhe

“…) networks is studied. In such networks, edge devices will offload their computational tasks to an MEC server, using the energy they harvest from this server…”
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Invited Paper: Programming Dynamic Task Parallelism for Heterogeneous EDA Algorithms Autor Chiu, Cheng-Hsiang, Lin, Dian-Lun, Huang, Tsung-Wei

“… control flow, such as branch-and-bound techniques, on-the-fly pruning, and recursive decomposition strategies…”
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Problem Decomposition Strategies and Credit Distribution Mechanisms in Modular Genetic Programming for Supervised Learning Autor Rodriguez-Coayahuitl, Lino, Rodriguez-Gonzalez, Ansel Y., Fajardo-Delgado, Daniel, Cervantes, Maria Guadalupe Sanchez

“…In this review article, we provide a comprehensive guide to the endeavor of problem decomposition within the field of Genetic Programming (GP…”
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Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization Autor Cui, Guosheng, Wang, Ruxin, Wu, Dan, Li, Ye

“…Matrix factorization has demonstrated promising performance in the incomplete multiview clustering (IMC) tasks…”
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A branch-and-price algorithm for nanosatellite task scheduling to improve mission quality-of-service Autor Rigo, Cezar Antônio, Seman, Laio Oriel, Camponogara, Eduardo, Morsch Filho, Edemar, Bezerra, Eduardo Augusto, Munari, Pedro

“…•We present a B&P decomposition for task scheduling of satellites.•The decomposition allows to deal with larger instances than the original formulation…”
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Efficient Sensor Placement for Signal Reconstruction Based on Recursive Methods Autor Li, Bangjun, Liu, Haoran, Wang, Ruzhu

“…Selection of sparse sensors to recover the global signal field is a crucial task in many areas…”
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Stochastic programming-based mathematical model and solution strategy for chemical production scheduling with processing time uncertainty Autor Gao, Jingxing, Liu, Linlin, Dong, Yachao, Zhang, Lei, Zhuang, Yu, Du, Jian

“…•A novel STN-based stochastic programming model considering processing time uncertainty is proposed…”
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Collaborative Optimization Strategy for Dependent Task Offloading in Vehicular Edge Computing Autor Peng, Xiting, Zhang, Yandi, Zhang, Xiaoyu, Zhang, Chaofeng, Yang, Wei

“… This paper proposes a task-offloading scheme based on deep reinforcement learning to optimize the strategy between vehicles and edge computing resources…”
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Efficiency improvement of genetic network programming by tasks decomposition in different types of environments Autor Roshanzamir, Mohamad, Palhang, Maziar, Mirzaei, Abdolreza

“…Genetic Network Programming (GNP) is a relatively recently proposed evolutionary algorithm which is an extension of Genetic Programming (GP…”
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Problem Decomposition and Multi-shot ASP Solving for Job-shop Scheduling Autor EL-KHOLANY, MOHAMMED M. S., GEBSER, MARTIN, SCHEKOTIHIN, KONSTANTIN

“…Scheduling methods are important for effective production and logistics management, where tasks need to be allocated and performed with limited resources…”
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Task Planning and Optimization for Multi-Region Multi-UAV Cooperative Inspection Autor Xiong, Yangyilei, Tian, Haoyu, Tang, Jianing, Jin, Jie, Shen, Xiaoning

“…To improve the efficiency of multi-region multi-unmanned aerial vehicle (UAV) inspection, this paper proposes a composite task planning strategy integrating the K-Means++ genetic algorithm (KMGA…”
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Solving an airport ground service task assignment problem with an exact algorithm Autor Tian, Qiannan, Li, Jie, Huang, Guoxuan, Yuan, Wei

“… The objective is to maximize the summation of “benefit” for all the assigned tasks. The problem is modeled as an integer linear programming problem with mathematical formulation…”
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UAV-RIS Assisted Multiuser Communications Through Transmission Strategy Optimization: GBD Application Autor Huroon, Aamer Mohamed, Huang, Yu-Chih, Wang, Li-Chun

“… Based on the generalized Benders decomposition (GBD), we develop an algorithm to solve the problem efficiently for this mixed integer non-linear programming problem (MINLP) in two…”
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Decomposition Strategies and Multi-shot ASP Solving for Job-shop Scheduling Autor El-Kholany, Mohammed M. S., Gebser, Martin, Schekotihin, Konstantin

“… In this paper, we investigate problem decomposition into time windows whose operations can be successively scheduled and optimized by means of multi-shot Answer Set Programming (ASP) solving…”
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Joint Power Control and Task Offloading in Collaborative Edge-Cloud Computing Networks Autor Wang, Sai, Gong, Yi

“… Based on power control and task offloading, we formulate a mixed-integer nonlinear programming (MINLP…”
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Energy-Efficient Robust Computation Offloading for Fog-IoT Systems Autor Wu, Zhikun, Li, Bin, Fei, Zesong, Zheng, Zhong, Li, Bin, Han, Zhu

“…). By wirelessly offloading all/part of the computational tasks from MDs to the infrastructure fog nodes, it addresses the contradiction between the limited battery capacity of MDs and their long…”
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Time-Constrained Task Allocation and Worker Routing in Mobile Crowd-Sensing Using a Decomposition Technique and Deep Q-Learning Autor Akter, Shathee, Dao, Thi-Nga, Yoon, Seokhoon

“…Mobile crowd-sensing (MCS) is a data collection paradigm, which recruits mobile users with smart devices to perform sensing tasks on a city-wide scale…”
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