An API for Development of User Defined Scheduling Algorithms in Aneka PaaS Cloud Software

12/02/2018
by   Rajinder Sandhu, et al.
0

Cloud computing has been developed as one of the prominent paradigm for providing on demand resources to the end user based on signed service level agreement and pay as use model. Cloud computing provides resources using multitenant architecture where infrastructure is generated from multiple or single geographical distributed cloud datacenters. Scheduling of cloud application requests to cloud infrastructure is one of the main research area in cloud computing. Researchers have developed many scheduling applications for which they have used different simulators available in the market such as CloudSim. Performance of any scheduling algorithm will be different when applied to real time cloud environment as compared to simulation software. Aneka is one of the prominent PaaS software which allows users to develop cloud application using various programming models and underline infrastructure. In this chapter, a scheduling API is developed over the Aneka software platform which can be easily integrated with the Aneka software. Users can develop their own scheduling algorithms using this API and integrate it with Aneka software so that they can test their scheduling algorithm in real cloud environment. The proposed API provides all the required functionalities to integrate and schedule private, public or hybrid cloud with the Aneka software.

READ FULL TEXT

page 2

page 4

page 6

page 8

page 9

page 10

page 11

page 12

research
10/10/2018

Reinforcement-Learning-based Foresighted Task Scheduling in Cloud Computing

With the apperance of cloud computing, users receive computing resources...
research
08/20/2018

GPU PaaS Computation Model in Aneka Cloud Computing Environment

Due to the surge in the volume of data generated and rapid advancement i...
research
10/18/2022

OpenStack and Google Cloud performance comparison in Infrastructure as a Service model

Cloud computing is becoming common, and the choice of proper infrastruct...
research
07/14/2018

Evaluation as a Service architecture and crowdsourced problems solving implemented in Optil.io platform

Reliable and trustworthy evaluation of algorithms is a challenging proce...
research
07/25/2022

Implementation of Data Mining on a Secure Cloud Computing over a Web API using Supervised Machine Learning Algorithm

Ever since the era of internet had ushered in cloud computing, there had...
research
09/18/2023

A Schedule of Duties in the Cloud Space Using a Modified Salp Swarm Algorithm

Cloud computing is a concept introduced in the information technology er...
research
01/29/2018

Rapid Testing of IaaS Resource Management Algorithms via Cloud Middleware Simulation

Infrastructure as a Service (IaaS) Cloud services allow users to deploy ...

Please sign up or login with your details

Forgot password? Click here to reset