Due to the limitations of WSNs, existing algorithms cannot be directly implemented in WSNs. In this paper, a task mapping and scheduling solution for energy-constrained applications in WSNs, energy-constrained task mapping and scheduling (EcoMapS), is presented. EcoMapS incorporates channel modeling,...
However, it being insufficient for aperiodic and sporadic applications, we presented a new dynamic task allocation algorithm. The existing algorithms either ignore task scheduling or assumes a default as-soon-as-possible scheduling strategy. We proposed a unified mapping and Navonil Chatterjee received ...
In Cloud computing, scheduling refers to allocating virtual machines (VMs) to meet user requests while adhering to predetermined constraints[16–19]. It plays a crucial role inCC, as task scheduling cannot be carried on a single criterion, but several parameters must be considered while mapping. ...
The taxonomy of nature-inspired scheduling techniques is categorized as per the scheduling algorithms, nature of the scheduling problem, type of tasks, the primary objective of scheduling, task-resource mapping scheme, scheduling constraint, and testing environment. Additionally, guidelines for future ...
It is demonstrated that the proposed method reduces makespan, optimizes resource utilization, and promotes load balancing relative to MOHEFT and MCP, the existing workflow scheduling algorithms in the literature. The study [7] introduces a method aimed at rectifying the deficiencies of these two ...
A Task-mapping Algorithm Based on Dynamic Resource Reservation一种基于动态资源预留的任务映射算法网格DAG关键任务资源预留By analyzing the existing DAG scheduling algorithms, and focusing on the fact that some large subtasks heavily undermine the efficiency in completing tasks in DAG scheduling, the ...
Mixed integer linear programming in process scheduling: Modeling, algorithms, and applications[J]. Ann. Oper. Res. 2005. [44] Santos J, Wauters T, Volckaert B, et al. Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks - ScienceDirect[J]. Journal ...
and collected. Edge and cloud computing can coexist and work together to provide the necessary resources for task execution. The integration of AI with edge-cloud computing allows for the deployment of machine learning algorithms on edge devices, providing a high level of intelligence to the edge-...
Task mapping and scheduling is a process of properly allocating a set of tasks on the processors such that specific obligations are fulfilled e.g. power consumption optimisation and/or execution time reduction. Proper task mapping and scheduling approach can drastically influence an embedded system’s...
Table 6.Comparison of the Heuristic-based workflow scheduling algorithms׳ properties. SchemeType of workflowType of cloudSimulator/environmentType of algorithm (Marcon et al., 2013)Scientific workflowHybrid cloudAmazon EC2Workflow scheduling with security constraint ...