Novel Technique for Workflow Computation with Ant Colony Optimization Method in Cloud Environment

نویسنده

  • Amandeep Kaur
چکیده

Cloud computing used for task scheduling which guided by broker and computer by virtual machine, but cost of computation will increase if use random task localization and this problem exponential high when use workflow which have huge number of task with dependency, so in this paper optimize the cost and time by intelligent and colony optimization which give decision to broker.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Estimation of Global Solar Irradiance Using a Novel combination of Ant Colony Optimization and Empirical Models

In this paper, a novel approach for the estimation of global solar irradiance is proposed based on a combination of empirical correlation and ant colony optimization. Empirical correlation has been used to estimate monthly average of daily global solar irradiance on a horizontal surface. The Ant Colony Optimization (ACO) algorithm has been applied as a swarm-intelligence technique to tune the c...

متن کامل

Scheduling Scientific Workflow Based Application Using ACO in Public Cloud

Scientific workflows comprising of many computational tasks including data dependency may require multiple and heterogeneous amount of computing resources during runtime. Scheduling such workflows with the objective of achieving minimal makespan and cost and maximal resource usage is a challenge in any computing environment. The researchers aim at developing novel algorithm to schedule scientif...

متن کامل

Gradient-based Ant Colony Optimization for Continuous Spaces

A novel version of Ant Colony Optimization (ACO) algorithms for solving continuous space problems is presented in this paper. The basic structure and concepts of the originally reported ACO are preserved and adaptation of the algorithm to the case of continuous space is implemented within the general framework. The stigmergic communication is simulated through considering certain direction vect...

متن کامل

Optimization of the total annual cost in a shell and tube heat exchanger by Ant colony optimization technique

This paper examines the total annual cost from economic view heat exchangers based on ant colony optimization algorithm and compared the using optimization algorithm in the design of economic optimization of shell and tube heat exchangers. A shell and tube heat exchanger optimization design approach is expanded based on the total annual cost measured that divided to area of surface and power co...

متن کامل

Gradient-based Ant Colony Optimization for Continuous Spaces

A novel version of Ant Colony Optimization (ACO) algorithms for solving continuous space problems is presented in this paper. The basic structure and concepts of the originally reported ACO are preserved and adaptation of the algorithm to the case of continuous space is implemented within the general framework. The stigmergic communication is simulated through considering certain direction vect...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017