<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud"^^ . "Large-scale distributed systems have the advantages of high processing speeds and large communication bandwidths over the network. The processing of huge real-world data within a time constraint becomes tricky, due to the complexity of data parallel task scheduling in a time constrained environment. This paper proposes data parallel task scheduling in cloud to address the minimization of cost and time constraints. By running concurrent executions of tasks on multi-core cloud resources, the number of parallel executions could be increased correspondingly, thereby, finishing the task within the deadline is possible. A mathematical model is developed here to minimize the operational cost of data parallel tasks by feasibly assigning a load to each virtual machine in the cloud data center. This work experiments with a machine learning model that is replicated on the multi-core cloud heterogeneous resources to execute different input data concurrently to accomplish distributive learning. The outcome of concurrent execution of data-intensive tasks on different parts of the input dataset gives better solutions in terms of processing the task by the deadline at optimized cost."^^ . "2022-06" . . . "11" . "13" . . "Electronics"^^ . . . "20799292" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Divya"^^ . "Anand"^^ . "Divya Anand"^^ . . "Shaik Vaseem"^^ . "Akram"^^ . "Shaik Vaseem Akram"^^ . . "Irene"^^ . "Delgado Noya"^^ . "Irene Delgado Noya"^^ . . "N. R."^^ . "Rajalakshmi"^^ . "N. R. Rajalakshmi"^^ . . "Dalia H."^^ . "Elkamchouchi"^^ . "Dalia H. Elkamchouchi"^^ . . "Ankur"^^ . "Dumka"^^ . "Ankur Dumka"^^ . . "Anita"^^ . "Gehlot"^^ . "Anita Gehlot"^^ . . "Rajesh"^^ . "Singh"^^ . "Rajesh Singh"^^ . . "Manoj"^^ . "Kumar"^^ . "Manoj Kumar"^^ . . . . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud (Texto)"^^ . . . "electronics-11-02022-v2 (1).pdf"^^ . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud (Otro)"^^ . . . . . . "indexcodes.txt"^^ . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud (Otro)"^^ . . . . . . "lightbox.jpg"^^ . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud (Otro)"^^ . . . . . . "preview.jpg"^^ . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud (Otro)"^^ . . . . . . "medium.jpg"^^ . . . "A Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud (Otro)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #3009 \n\nA Cost-Optimized Data Parallel Task Scheduling with Deadline Constraints in Cloud\n\n" . "text/html" . . . "Engineering"@en . "Ingeniería"@es . .