International Conference on Information and Knowledge Technology

فارسی

Home / دوازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش

A Novel Service Deployment Policy in Fog Computing Considering The Degree of Availability and Fog Landscape Utilization Using Multiobjective Evolutionary Algorithms

Authors :

Maryam Eslami¹ Mehdi Sakhaei-nia²

1- دانشگاه بوعلی سینا 2- دانشگاه بوعلی سینا

Keywords :

Internet of Things, Fog Computing, Service Deployment, Multiobjective Evolutionary Algorithms, Service Availability

Abstract :

Fog computing is a promising paradigm for real-time and mission-critical Internet of Things (IoT) applications. Regarding the high distribution, heterogeneity, and limitation of fog resources, applications should be placed in a distributed manner to fully utilize these resources. In this paper, we propose a linear formulation for assuring the different availability requirements of application services while maximizing the utilization of fog resources. We also compare three multiobjective evolutionary algorithms, namely MOPSO, NSGA-II, and MOEA/D for a trade-off between the mentioned optimization goals. The evaluation results in the iFogSim simulator demonstrate the efficiency of all three algorithms and a generally better behavior of MOPSO algorithm in terms of obtained objective values, application deadline satisfaction, and execution time.

List of archived papers

Enhancing Supervised Learning in Speech Emotion Recognition through Unsupervised Representations

Niloufar Faridani - Amirali Soltani Tehrani - Ramin Toosi

طراحی و بهینه سازی زنجیره تأمین‌ پلت چوبی از ضایعات چوب در ایران

فاضل حاجی زاده ابراهیمی - نجمه محمودی - احسان حیدریان فروشانی

پیش بینی ارتباط میزان مرگ و میر با هم زمانی وجود دو بیماری در مبتلایان به کرونا به کمک بگارگیری شبکه عصبی Word2Vec

سمن مثقالی - دکتر جواد عسکری سمن مثقالی - جواد عسکری -

تشخیص ارتباط معنایی در استک‌اورفلو با رمزگذار جمله جهانی

مجید دلیری - جعفر حبیبی - عیسی انامرادنژاد

Writer-Independent Signature Verification with Enhanced AlexNet and Preprocessing Analysis

Mohammadreza Gholipour Shahraki - Mohammad Ghasemzadeh

PC-MCLD: Pose-Constrained and Multi-focal Conditioned Latent Diffusion for Person Image Synthesis

Hanieh Fazli - Reza Azmi

طراحی نرم افزاری مبتنی بر واقعیت افزوده با کاربرد فروش عینک

مینا علیانژاد - نسترن زنجانی - زهرا عسکری نژاد امیری

Design and modeling of a waiter robot

Amin Mohammadnejad - Hami Tourajizadeh

Improving Long-Term Engagement of Insurance Brokerages by Providing Gamified Configurations Based on The Delphi Method

Hosein Bayati - Fattaneh Taghiyareh - Sahand Hashemi

Predicting Concentration of Particulate Matter (PM2.5) in Hamedan using Machine Learning Algorithms

Anita Karim Ghassabpour - Hatam Abdoli - Muharram Mansoorizadeh - Saeid Seyedi

more

Samin Hamayesh - Version 43.8.0