DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22983
Abstract: Task scheduling and load balancing problem of heterogeneous computing environment (HCE) is getting more and more attention these days and has become a research hotspot in this field. The task scheduling and load balancing problem… read more here.
Keywords: problem; scheduling load; task; load balancing ... See more keywords
Dynamic load balancing in distributed exascale computing systems
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DOI: 10.1007/s10586-017-0902-8
Abstract: According to exascale computing roadmap, the dynamic nature of new generation scientific problems needs an undergoing review in the static management of computing resources. Therefore, it is necessary to present a dynamic load balancing model… read more here.
Keywords: balancing distributed; load balancing; distributed exascale; exascale computing ... See more keywords
A reliable, TOPSIS-based multi-criteria, and hierarchical load balancing method for computational grid
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DOI: 10.1007/s10586-018-02888-9
Abstract: Load balancing is a very important and complex problem in computational grids. In load balancing, jobs should be effectively distributed among resources in order to minimize the average completion time and maximize the utilization of… read more here.
Keywords: balancing method; load balancing; multi criteria; load ... See more keywords
A comprehensive and systematic review of the load balancing mechanisms in the Internet of Things
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DOI: 10.1007/s10586-019-02950-0
Abstract: The Internet of Things (IoT) is a network of different objects that refers to an environment in which intelligent devices around us can connect to the Internet and exchange information together. A large number of… read more here.
Keywords: network; load balancing; balancing mechanisms; internet things ... See more keywords
An efficient load balancing system using adaptive dragonfly algorithm in cloud computing
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DOI: 10.1007/s10586-020-03054-w
Abstract: With the rapid development of processing and storage technologies and the success of the Internet, computing resources have become cheaper, more powerful and more ubiquitously available than ever before. This technological trend has enabled the… read more here.
Keywords: cloud; load balancing; cloud computing; dragonfly algorithm ... See more keywords
SDN-based server clusters with dynamic load balancing and performance improvement
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DOI: 10.1007/s10586-020-03135-w
Abstract: Software-defined networking (SDN) is a state-of-the-art architectural approach to network management that allows more flexible management of a complicated large-scale network. For providing services with high performance, availability, and scalability, server clustering is widely used.… read more here.
Keywords: sdn based; load balancing; performance; server ... See more keywords
Autonomic task scheduling algorithm for dynamic workloads through a load balancing technique for the cloud-computing environment
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DOI: 10.1007/s10586-020-03177-0
Abstract: Applying the load balancing technique to allocate requests that dynamically enter the cloud environment is contributive in maintaining the system stability, reducing the response time, and increasing the resource productivity. One of the main challenges… read more here.
Keywords: load balancing; cloud computing; load; task scheduling ... See more keywords
MrLBA: multi-resource load balancing algorithm for cloud computing using ant colony optimization
Sign Up to like & getrecommendations! Published in 2021 at "Cluster Computing"
DOI: 10.1007/s10586-021-03322-3
Abstract: Cloud computing is a new paradigm of computing. This paradigm delivers services over the internet and eliminates requirements for local data storage. Instead of purchasing hardware and software, cloud computing enables users to use storage… read more here.
Keywords: resource load; cloud computing; load balancing; cloud ... See more keywords
Improving Switch-to-Controller Assignment with Load Balancing in Multi-controller Software Defined WAN (SD-WAN)
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Network and Systems Management"
DOI: 10.1007/s10922-020-09523-2
Abstract: Software defined networking (SDN) gains a lot of interest from network operators due to its ability to offer flexibility, efficiency and fine-grained control over forwarding elements (FE) by decoupling control and data planes. In the… read more here.
Keywords: assignment; software defined; load balancing; controller ... See more keywords
Joint User Association and Time Partitioning for Load Balancing in Ultra-Dense Heterogeneous Networks
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DOI: 10.1007/s11036-019-01351-2
Abstract: Ultra-dense heterogeneous networks (UDHNs) have been widely regarded as a promising solution to enhance the reuse efficiency of spatial frequency and thus improve the overall network performance. In such networks, a load balancing problem caused… read more here.
Keywords: time partitioning; load balancing; dense heterogeneous; ultra dense ... See more keywords
A Multi-Domain VNE Algorithm Based on Load Balancing in the IoT Networks
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DOI: 10.1007/s11036-020-01714-0
Abstract: The coordinated development of big data, Internet of Things, cloud computing and other technologies has led to an exponential growth in Internet business. However, the traditional Internet architecture gradually shows a rigid phenomenon due to… read more here.
Keywords: load balancing; virtual network; algorithm; based load ... See more keywords