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A survey on scheduling strategies for workflows in cloud environment and emerging trends
Workflow scheduling is one of the challenging issues in emerging trends of the distributed
environment that focuses on satisfying various quality of service (QoS) constraints. The …
environment that focuses on satisfying various quality of service (QoS) constraints. The …
Scheduling in distributed systems: A cloud computing perspective
Scheduling is essentially a decision-making process that enables resource sharing among a
number of activities by determining their execution order on the set of available resources …
number of activities by determining their execution order on the set of available resources …
Multi-objective task scheduling optimization for load balancing in cloud computing environment using hybrid artificial bee colony algorithm with reinforcement learning
B Kruekaew, W Kimpan - IEEE Access, 2022 - ieeexplore.ieee.org
Workload balancing in cloud computing is still challenging problem, especially in
Infrastructure as a Service (IaaS) in the cloud model. A problem that should not occur during …
Infrastructure as a Service (IaaS) in the cloud model. A problem that should not occur during …
Dynamic group learning distributed particle swarm optimization for large-scale optimization and its application in cloud workflow scheduling
Cloud workflow scheduling is a significant topic in both commercial and industrial
applications. However, the growing scale of workflow has made such a scheduling problem …
applications. However, the growing scale of workflow has made such a scheduling problem …
Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing
Workflow scheduling is a largely studied research topic in cloud computing, which targets to
utilize cloud resources for workflow tasks by considering the objectives specified in QoS. In …
utilize cloud resources for workflow tasks by considering the objectives specified in QoS. In …
An effective cloud workflow scheduling approach combining PSO and idle time slot-aware rules
Y Wang, X Zuo - IEEE/CAA journal of automatica sinica, 2021 - ieeexplore.ieee.org
Workflow scheduling is a key issue and remains a challenging problem in cloud computing.
Faced with the large number of virtual machine (VM) types offered by cloud providers, cloud …
Faced with the large number of virtual machine (VM) types offered by cloud providers, cloud …
Deadline-based dynamic resource allocation and provisioning algorithms in fog-cloud environment
The Fog computing paradigm is becoming prominent in supporting time-sensitive
applications that are related to the smart Internet of Things (IoT) services, such as smart city …
applications that are related to the smart Internet of Things (IoT) services, such as smart city …
GRP-HEFT: A budget-constrained resource provisioning scheme for workflow scheduling in IaaS clouds
In Infrastructure as a Service (IaaS) Clouds, users are charged to utilize cloud services
according to a pay-per-use model. If users intend to run their workflow applications on cloud …
according to a pay-per-use model. If users intend to run their workflow applications on cloud …
Distributed Grey Wolf Optimizer for scheduling of workflow applications in cloud environments
Optimal scheduling of workflows in cloud computing environments is an essential element to
maximize the utilization of Virtual Machines (VMs). In practice, scheduling of dependent …
maximize the utilization of Virtual Machines (VMs). In practice, scheduling of dependent …
An efficient symbiotic organisms search algorithm with chaotic optimization strategy for multi-objective task scheduling problems in cloud computing environment
Abstract In Cloud Computing model, users are charged according to the usage of resources
and desired Quality of Service (QoS). Multi-objective task scheduling problem based on …
and desired Quality of Service (QoS). Multi-objective task scheduling problem based on …