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Research Article

BEST PAPER 2021

Intelligent techniques for energy efficient service management in Edge computing


Submission Deadline: 10 September 2020 (closed)

Abstract

This article has no abstract.

Keywords

Machine learning, Intelligent systems, meta-heuristic algorithms, Deep learning, Fog Computing, Internet of Things (IoT), Cloud computing, Service management, Energy efficiency, healthcare and medical systems, Industrial systems, Blockchain technology
  • Research Article

    BEST PAPER 2021

    Enhanced KOCED Routing Protocol with K-means Algorithm

    SeaYoung Park1, Jong-Yong Lee2, Daesung Lee3,* CMC-Computers, Materials & Continua, Vol.67, No.3, pp. 4019-4037, 2021, DOI:10.32604/cmc.2021.014353
    Abstract Replacing or recharging batteries in the sensor nodes of a wireless sensor network (WSN) is a significant challenge. Therefore, efficient power utilization by sensors is a critical requirement, and it is closely related to the life span of the network. Once a sensor node consumes all its energy, it will no longer function properly. Therefore, various protocols have been proposed to minimize the energy consumption of sensors and thus prolong the network operation. Recently, clustering algorithms combined with artificial intelligence have been proposed for this purpose. In particular, various protocols employ the K-means clustering algorithm, which is a machine learning… More >

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  • Research Article

    BEST PAPER 2021

    COVID-19 Public Sentiment Insights: A Text Mining Approach to the Gulf Countries

    Saleh Albahli1, Ahmad Algsham1, Shamsulhaq Aeraj1, Muath Alsaeed1, Muath Alrashed1, Hafiz Tayyab Rauf2,*, Muhammad Arif3, Mazin Abed Mohammed4 CMC-Computers, Materials & Continua, Vol.67, No.2, pp. 1613-1627, 2021, DOI:10.32604/cmc.2021.014265
    Abstract Social media has been the primary source of information from mainstream news agencies due to the large number of users posting their feedback. The COVID-19 outbreak did not only bring a virus with it but it also brought fear and uncertainty along with inaccurate and misinformation spread on social media platforms. This phenomenon caused a state of panic among people. Different studies were conducted to stop the spread of fake news to help people cope with the situation. In this paper, a semantic analysis of three levels (negative, neutral, and positive) is used to gauge the feelings of Gulf countries… More >

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  • Research Article

    BEST PAPER 2021

    OTS Scheme Based Secure Architecture for Energy-Efficient IoT in Edge Infrastructure

    Sushil Kumar Singh1, Yi Pan2, Jong Hyuk Park1,* CMC-Computers, Materials & Continua, Vol.66, No.3, pp. 2905-2922, 2021, DOI:10.32604/cmc.2021.014151
    Abstract For the past few decades, the Internet of Things (IoT) has been one of the main pillars wielding significant impact on various advanced industrial applications, including smart energy, smart manufacturing, and others. These applications are related to industrial plants, automation, and e-healthcare fields. IoT applications have several issues related to developing, planning, and managing the system. Therefore, IoT is transforming into G-IoT (Green Internet of Things), which realizes energy efficiency. It provides high power efficiency, enhances communication and networking. Nonetheless, this paradigm did not resolve all smart applications’ challenges in edge infrastructure, such as communication bandwidth, centralization, security, and privacy.… More >

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  • Research Article

    BEST PAPER 2021

    Predicting the Type of Crime: Intelligence Gathering and Crime Analysis

    Saleh Albahli1, Anadil Alsaqabi1, Fatimah Aldhubayi1, Hafiz Tayyab Rauf2,*, Muhammad Arif3, Mazin Abed Mohammed4 CMC-Computers, Materials & Continua, Vol.66, No.3, pp. 2317-2341, 2021, DOI:10.32604/cmc.2021.014113
    Abstract Crimes are expected to rise with an increase in population and the rising gap between society’s income levels. Crimes contribute to a significant portion of the socioeconomic loss to any society, not only through its indirect damage to the social fabric and peace but also the more direct negative impacts on the economy, social parameters, and reputation of a nation. Policing and other preventive resources are limited and have to be utilized. The conventional methods are being superseded by more modern approaches of machine learning algorithms capable of making predictions where the relationships between the features and the outcomes are… More >

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  • Research Article

    BEST PAPER 2021

    A Comprehensive Utility Function for Resource Allocation in Mobile Edge Computing

    Zaiwar Ali1, Sadia Khaf2, Ziaul Haq Abbas2, Ghulam Abbas3, Lei Jiao4, Amna Irshad2, Kyung Sup Kwak5, Muhammad Bilal6,* CMC-Computers, Materials & Continua, Vol.66, No.2, pp. 1461-1477, 2021, DOI:10.32604/cmc.2020.013743
    Abstract In mobile edge computing (MEC), one of the important challenges is how much resources of which mobile edge server (MES) should be allocated to which user equipment (UE). The existing resource allocation schemes only consider CPU as the requested resource and assume utility for MESs as either a random variable or dependent on the requested CPU only. This paper presents a novel comprehensive utility function for resource allocation in MEC. The utility function considers the heterogeneous nature of applications that a UE offloads to MES. The proposed utility function considers all important parameters, including CPU, RAM, hard disk space, required… More >

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