Výsledky vyhledávání - Data-based scheduling algorithm

Adaptive offloading and scheduling algorithm for big data based mobile edge computing Autor Zhu, Xiaoping, Xiao, Yi

“… by task dependency constraints. Aiming at the problem of task delay caused by dynamic changes of computing resources, this paper proposes an adaptive offloading and scheduling algorithm for dependent tasks in the mobile edge computing environment…”
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A distributed physical architecture and data-based scheduling method for smart factory based on intelligent agents Autor Gu, Wenbin, Liu, Siqi, Zhang, Zequn, Li, Yuxin

“…: one is how to redesign the physical architecture of the factory, and another is how to improve the scheduling performance of the factory…”
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AI Services-Oriented Dynamic Computing Resource Scheduling Algorithm Based on Distributed Data Parallelism in Edge Computing Network of Smart Grid Autor Zou, Jing, Xin, Peizhe, Wang, Chang, Zhang, Heli, Wei, Lei, Wang, Ying

“… AI services-oriented dynamic computational resource scheduling of edge data centers affects both the economic profit of AI service providers and computational resource utilization…”
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Data aggregation scheduling algorithm based on twice maximum independent set Autor Xu, Jian, Yang, Geng, Chen, Zheng-Yu, Wang, Hai-Yong, Yang, Zhen

“… In order to address this problem, a novel data aggregation scheduling algorithm, MISS, was proposed, which could produce a collision-free TDMA schedule for data aggregation based on twice Maximum Independent Set (MIS…”
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Data aggregation scheduling algorithm based on twice maximum independent set Autor Jian XU, Geng YANG, Zheng-yu CHEN, Hai-yong WANG, Zhen YANG

“… guarantee.In order to address this problem,a novel data aggregation scheduling algorithm,MISS,was proposed,which could produce a collision-free TDMA schedule for data aggregation based on twice Maximum Independent Set (MIS…”
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Data center traffic scheduling algorithm based on spatial–temporal graph convolution networks Autor Shang, Fengjun, Jiang, Yanguo

“…To address the problems of time delay in traffic scheduling and large traffic collision in data center network, a link load balancing strategy based on the spatial…”
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Research on Ship Data Big Data Parallel Scheduling Algorithm Based on Cloud Computing Autor Li, Xin, Guo, Jingjing

“…Li, X., and Guo, J.-J., 2019. Research on ship data big data parallel scheduling algorithm based on cloud computing. In: Gong, D.; Zhu, H., and Liu, R. (eds…”
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Research on Real-Time Scheduling Optimization Algorithm of Logistics Big Data Based on Intelligent Algorithm Autor Jierui, Luo

“…This paper proposes a real-time scheduling optimization algorithm based on big data of logistics distribution, aiming to improve the response speed and accuracy of material distribution…”
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Adaptive delay scheduling algorithm based on data center load analysis Autor Jin, Jia-Hui, Luo, Jun-Zhou, Song, Ai-Bo, Dong, Fang

“…Current delay scheduling algorithms, based on static waiting time threshold, can not adapt to dynamic load of a data center…”
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Replication and data management-based workflow scheduling algorithm for multi-cloud data centre platform Autor Ulabedin, Zain, Nazir, Babar

“… That affects the whole execution time and monitory cost of scientific workflows. The existing efforts on scheduling workflow concentrate on decreasing make span and budget…”
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Adaptive delay scheduling algorithm based on data center load analysis Autor JIN Jia-hui, LUO Jun-zhou, SONG Ai-bo, DONG Fang

“…Current delay scheduling algorithms,based on static waiting time threshold,can not adapt to dynamic load of a data…”
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Study on Gibbs Optimization-Based Resource Scheduling Algorithm in Data Aggregation Networks Autor Ding, Sheng, Du, Huazheng, Xia, Na, Li, Shaojie, Yu, Yongtang

“… Then, a multi-channel TDMA scheduling algorithm based on the Gibbs optimization is proposed. By defining the Gibbs energy expression according to the objective function…”
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K‐PSO: An improved PSO‐based container scheduling algorithm for big data applications Autor Liu, Bo, Li, Jiawei, Lin, Weiwei, Bai, Weihua, Li, Pengfei, Gao, Qian

“… In this paper, we propose an improved container scheduling algorithm for big data applications named Kubernetes…”
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Attribute selection algorithm of data-based scheduling strategy for semiconductor manufacturing Autor Fei Qiao, Yumin Ma, Xiang Gu

“… It is hard to decide which attributes should be considered as input references. Rational attribute selection may lead to an accurate scheduling strategy and finally exerts a positive impact on the performance of the whole production line…”
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Data center traffic scheduling strategy based on Fibonacci tree optimization algorithm Autor Yaomin WANG, Xia WANG, Yi DONG, Songhai ZHANG, Xinling SHI

“…) algorithm was proposed.FTO algorithm was embedded into two stages of analysis prediction and online scheduling,took it advantage of global local alternating and multi-model optimization characteristics,the optimal solution…”
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Data center traffic scheduling strategy based on Fibonacci tree optimization algorithm Autor Yaomin WANG, Xia WANG, Yi DONG, Songhai ZHANG, Xinling SHI

“…) algorithm was proposed.FTO algorithm was embedded into two stages of analysis prediction and online scheduling,took it advantage of global local alternating and multi-model optimization characteristics,the optimal solution…”
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Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination Autor Otoom, Mohammad Mahmood, Jemmali, Mahdi, Khedr, Wael M., Sarhan, Akram Y., Achour, Imen, Alsaduni, Ibrahim, Bajahzar, Abdullah, Omri, Mohamed Nazih

“… In addition, various algorithmic techniques are proposed. These techniques solve a scheduling problem…”
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Task Scheduling Strategy for Energy Consumption Optimization of Cloud Data Center Based on Improved Particle Swarm Algorithm Autor Liu, Chenwei, Sun, Jian, Lei, Bingbing, Xu, Tao, Wu, Zhuiwei

“…） is widely used to solve data center task scheduling problems, but it has the shortcomings of slow convergence and low accuracy, and it is easy to ignore the cluster energy consumption…”
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Gravitational search algorithm based data scheduling for peer to peer video on demand system Autor AjithaGladis, K. P.

“… So a Gravitational Search Algorithm based data Scheduling (GSAS) is presented in this paper. Initially, the network is developed in the form of hierarchical topology…”
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Hybrid Gradient Descent Golden Eagle Optimization (HGDGEO) Algorithm-Based Efficient Heterogeneous Resource Scheduling for Big Data Processing on Clouds Autor Jagadish Kumar, N., Balasubramanian, C.

“…Resource scheduling is indispensable for enhancing the system performance during big data processing on clouds…”
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