Cost-aware service brokering and performance sentient load balancing algorithms in the cloud

被引:48
|
作者
Naha, Ranesh Kumar [1 ]
Othman, Mohamed [1 ]
机构
[1] Univ Putra Malaysia, Dept Commun Technol & Network, Upm Serdang 43300, Selangor De, Malaysia
关键词
Cloud brokering; Load balancing; Cloud computing; Resource management;
D O I
10.1016/j.jnca.2016.08.018
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
On-demand resource provisioning makes cloud computing a cutting edge technology. All cloud service providers offer computing resources with their own interface type, instance type, and pricing policy, among other service features. A cloud-based service broker provides intermediation to seek appropriate service providers in terms a suitable trade-off between price and performance. On the other hand, load balancing among cloud resources ensures efficient use of a physical infrastructure, and at the same time, minimizes execution time. This makes service brokers and load balancing among the most important issues in cloud computing systems. This paper aims to propose three different cloud brokering algorithms, and a load balancing algorithm. A simulation-based deployment confirms that our proposed algorithms minimized the cost, and at the same time, witnessed gains in service performance. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:47 / 57
页数:11
相关论文
共 50 条
  • [31] A Cost-aware Elasticity Provisioning System for the Cloud
    Sharma, Upendra
    Shenoy, Prashant
    Sahu, Sambit
    Shaikh, Anees
    31ST INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2011), 2011, : 559 - 570
  • [32] Starburst: A Cost-aware Scheduler for Hybrid Cloud
    Luo, Michael
    Zhuang, Siyuan
    Vengadesan, Suryaprakash
    Bhardwaj, Romil
    Chang, Justin
    Friedman, Eric
    Shenker, Scott
    Stoica, Ion
    PROCEEDINGS OF THE 2024 USENIX ANNUAL TECHNICAL CONFERENCE, ATC 2024, 2024, : 37 - 57
  • [33] Cost-aware hybrid cloud scheduling of parameter sweep calculations using predictive algorithms
    Bosmans, Stig
    Maricaux, Glenn
    Van der Schueren, Filip
    Hellinckx, Peter
    INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING, 2019, 10 (01) : 63 - 75
  • [34] Performance Evaluation of Load-Balancing Algorithms with Different Service Broker Policies for Cloud Computing
    Shahid, Muhammad Asim
    Alam, Muhammad Mansoor
    Su'ud, Mazliham Mohd
    APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [35] Cost-Aware Reorganization Service for Multiagent Systems
    Alberola, Juan M.
    Julian, Vicente
    Garcia-Fornes, Ana
    ADVANCED AGENT TECHNOLOGY, 2012, 7068 : 442 - 456
  • [36] Performance Estimation of Fault-prone Infrastructure-as-a-Service Cloud Computing Systems and their Cost-aware Optimal Performance Determination
    KunYin Guo
    Ke Yu
    Dan Yang
    Lei Wu
    YuanDou Wang
    Mobile Networks and Applications, 2017, 22 : 662 - 673
  • [37] Performance Estimation of Fault-prone Infrastructure-as-a-Service Cloud Computing Systems and their Cost-aware Optimal Performance Determination
    Guo, KunYin
    Yu, Ke
    Yang, Dan
    Wu, Lei
    Wang, YuanDou
    MOBILE NETWORKS & APPLICATIONS, 2017, 22 (04): : 662 - 673
  • [38] Performance Evaluation of Load Balancing Algorithms Using Cloud Analyst
    Singh, Archana
    Kumar, Rakesh
    PROCEEDINGS OF THE CONFLUENCE 2020: 10TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE & ENGINEERING, 2020, : 156 - 162
  • [39] Cost-Aware Elastic Cloud Provisioning for Scientific Workloads
    Chard, Ryan
    Chard, Kyle
    Bubendorfer, Kris
    Lacinski, Lukasz
    Madduri, Ravi
    Foster, Ian
    2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, 2015, : 971 - 974
  • [40] Stratus: cost-aware container scheduling in the public cloud
    Chung, Andrew
    Park, Jun Woo
    Ganger, Gregory R.
    PROCEEDINGS OF THE 2018 ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC '18), 2018, : 121 - 134