Výsledky vyhledávání - heuristic algorithms for task scheduling

Performance comparison of heuristic algorithms for task scheduling in IaaS cloud computing environment Autor Madni, Syed Hamid Hussain, Abd Latiff, Muhammad Shafie, Abdullahi, Mohammed, Abdulhamid, Shafi’i Muhammad, Usman, Mohammed Joda

“… Optimal scheduling of tasks in cloud computing environment has been proved to be an NP-complete problem, hence the need for the application of heuristic methods…”
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Analyzing Meta-Heuristic Algorithms for Task Scheduling in a Fog-Based IoT Application Autor Rahbari, Dadmehr

“…In recent years, the increasing use of the Internet of Things (IoT) has generated excessive amounts of data. It is difficult to manage and control the volume…”
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Comparison of Meta-Heuristic Algorithms for Task Scheduling in Distributed Stream Processing Autor Kim, Dohan, Wu, Aming, Kwon, Young-Woo

“… the necessary quality of services (QoS). Modern DSPS typically use heuristic or meta-heuristic algorithms to find near-optimal solutions to meet QoS requirements…”
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Heuristic Algorithms for Task Scheduling in Cloud Computing: A Survey Autor Soltani, Nasim, Soleimani, Behzad, Barekatain, Behrang

“… This paper considered examines existing heuristic task scheduling algorithms. First, the concepts of scheduling, the layer of cloud computing, especially scheduling…”
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A review of Meta-Heuristic Algorithms for Task Scheduling in Cloud Infrastructure Autor Gupta, Punit, Joshi, Subham, Jariwala, Dhruvil, Gupta, Rajeev, Gupta, Manisha

“… Hosted on this service fashion became a new challenge in task scheduling and resource allocation because the systems had to on a workload of increasing complexity and heterogeneity…”
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Performance Evaluation of Meta-Heuristic Algorithms for Task Scheduling in Cloud Environment Autor Bhagwan, Jai, Kumar, Sanjeev

“… Resource management or task scheduling may also play a positive role in this regard. There are various virtual machine management algorithms available that can be tested and enhanced for research and benefit of the society…”
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HKCHB: Meta-heuristic Algorithm for Task Scheduling and Load Balancing in Cloud-fog Computing Autor Moshref, Mahmoud, Hijazi, Sherin, Sleit, Azzam, Sharieh, Ahmad

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Design and Analysis of Heuristic Algorithms for Energy-Constrained Task Scheduling with Device-Edge-Cloud Fusion Autor Li, Keqin

“… The main contributions of the paper are summarized as follows. We design three heuristic algorithms for task scheduling with device-edge-cloud fusion and prove an asymptotic performance bound…”
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IMPROVED RESOURCE AWARE HYBRID META-HEURISTIC ALGORITHM FOR TASK SCHEDULING IN CLOUD ENVIRONMENT Autor Gupta, D., Sidhu, H.J.S.

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HEART: Unrelated parallel machines problem with precedence constraints for task scheduling in cloud computing using heuristic and meta‐heuristic algorithms Autor Bhardwaj, Amit Kumar, Gajpal, Yuvraj, Surti, Chirag, Gill, Sukhpal Singh

“…‐effective IT solutions globally. A well‐designed task scheduling algorithm ensures the optimal utilization of clouds resources and reducing execution time dynamically…”
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A hybrid meta-heuristic task scheduling algorithm based on genetic and thermodynamic simulated annealing algorithms in cloud computing environments Autor Tanha, Mozhdeh, Hosseini Shirvani, Mirsaeid, Rahmani, Amir Masoud

“… The task scheduling issue is formulated to a discrete optimization problem which is well-known NP-Hard…”
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A heuristic task scheduling algorithm in cloud computing environment: an overall cost minimization approach Autor Boroumand, Ali, Hosseini Shirvani, Mirsaeid, Motameni, Homayun

“… This paper presents a heuristic task scheduling algorithm for the optimization of makespan -cost-reliability (TSO-MCR) objectives…”
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A hybrid heuristic–genetic algorithm for task scheduling in heterogeneous processor networks Autor Daoud, Mohammad I., Kharma, Nawwaf

“… This paper presents a two-phase algorithm, called H2GS, for task scheduling on HeDCSs. The first phase implements a heuristic list-based algorithm, called LDCP, to generate a high quality schedule…”
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A Synthesized Heuristic Task Scheduling Algorithm Autor Dai, Yanyan, Zhang, Xiangli

“…Aiming at the static task scheduling problems in heterogeneous environment, a heuristic task scheduling algorithm named HCPPEFT is proposed…”
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Hybrid heuristic algorithm for cost-efficient QoS aware task scheduling in fog–cloud environment Autor Hussain, Syed Mujtiba, Begh, Gh Rasool

“… To reduce the data delay and enhancing the QoS (Quality of Service), effective task scheduling is one of the major requirements in fog cloud environment…”
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WS‐DOA: Design of Hybrid Heuristic Algorithm for Deriving Multi‐Objective Function of Optimal Task Scheduling and VM Migration Over Cloud Sector Autor Gugulothu, Ravi, Bulla, Suneetha, Thommandru, Vijaya Saradhi

“…‐driving devices and adaptable computing structures. Efficient cloud computing relies on the critical step of scheduling tasks…”
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A heuristic-based task scheduling algorithm for scientific workflows in heterogeneous cloud computing platforms Autor Reza NoorianTalouki, Mirsaeid Hosseini Shirvani, Homayun Motameni

“…) variable configurations. An efficient task scheduling algorithm can potentially increase the efficiency of cloud computing, by choosing the appropriate virtual machine to do a specific task-scheduling problem, for dependent…”
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Comparative analysis of task level heuristic scheduling algorithms in cloud computing Autor Hamid, Laiba, Jadoon, Asmara, Asghar, Hassan

“… The main problem in the cloud computing environment is task scheduling which plays an important role in optimizing the total execution time…”
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Heuristic initialization of PSO task scheduling algorithm in cloud computing Autor Seema A. Alsaidy, Amenah D. Abbood, Mouayad A. Sahib

“… The task scheduling problem is classified to be a nondeterministic polynomial time (NP)-hard problem. This feature attracts researchers to utilize nature inspired metaheuristic algorithms…”
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A heuristic task scheduling algorithm based on server power efficiency model in cloud environments Autor Lin, Weiwei, Wang, Weiqi, Wu, Wentai, Pang, Xiongwen, Liu, Bo, Zhang, Ying

“…•This paper proposes a heuristic task scheduling algorithm for optimizing cloud energy consumption based on the power efficiency model…”
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