Cost-efficient resource allocation method for heterogeneous cloud environments

被引:0
|
作者
机构
[1] Szabo, Marton
[2] Hajay, David
[3] Szalayz, Mark
来源
| 2018年 / Scientific Association for Infocommunications卷 / 10期
关键词
Fog - Network function virtualization - Web services;
D O I
10.36244/ICJ.2018.1.3
中图分类号
学科分类号
摘要
In this paper we present a novel on-line NFV (Network Function Virtualization) orchestration algorithm for edge computing infrastructure providers that operate in a het-erogeneous cloud environment. The goal of our algorithm is to minimize the usage of computing resources which are offered by a public cloud provider (e.g., Amazon Web Services), while fulfilling the required networking related constraints (latency, bandwidth) of the services to be deployed.We propose a reference network architecture which acts as a test environment for the evaluation of our algorithm. During the measurements, we compare our results to the optimal solution provided by an ILP-based solver. © 2018 Scientific Association for Infocommunications. All rights reserved.
引用
收藏
相关论文
共 50 条
  • [1] Cost-Efficient Resource Allocation Method for Heterogeneous Cloud Environments
    Szabo, Marton
    Hajay, David
    Szalayz, Mark
    INFOCOMMUNICATIONS JOURNAL, 2018, 10 (01): : 15 - 21
  • [2] Cost-Efficient Resource Allocation in Cloud Radio Access Networks With Heterogeneous Fronthaul Expenditures
    Peng, Mugen
    Wang, Yayun
    Dang, Tian
    Yan, Zhipeng
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (07) : 4626 - 4638
  • [3] Cost-Efficient Algorithms for Critical Resource Allocation in Cloud Federations
    Hadji, Makhlouf
    Aupetit, Benjamin
    Zeghlache, Djamal
    2016 5TH IEEE INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (IEEE CLOUDNET), 2016, : 1 - 6
  • [4] A Cost-Efficient QoS-Aware Model for Cloud IaaS Resource Allocation in Large Datacenters
    Metwally, Khaled
    Jarray, Abdallah
    Karmouch, Ahmed
    2015 IEEE 4TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2015, : 38 - 43
  • [5] Dynamic Task Allocation for Cost-Efficient Edge Cloud Computing
    Ding, Shiyao
    Lin, Donghui
    2020 IEEE 13TH INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2020), 2020, : 218 - 225
  • [6] An adaptive and cost-efficient migration to cloud approach in dynamic environments
    Bushehrian, Omid
    Nabavi, Seyyed Yahya
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2021, 33 (17):
  • [7] Energy Efficient Resource Allocation in Cloud Computing Environments
    Vakilinia, Shahin
    Heidarpour, Behdad
    Cherieti, Mohamed
    IEEE ACCESS, 2016, 4 : 8544 - 8557
  • [8] Energy Efficient Resource Allocation for Heterogeneous Cloud Workloads
    Kaur, Prabhjot
    Kaur, Pankaj Deep
    2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 1319 - 1322
  • [9] A Cost-Efficient and Reliable Resource Allocation Model Based on Cellular Automaton Entropy for Cloud Project Scheduling
    Chen, Huankai
    Wang, Frank
    Na Helian
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2013, 4 (04) : 7 - 14
  • [10] Cost-Efficient Radio Resource Allocation in Hybrid Energy Cellular Networks
    Hassan, Hussein Al Haj
    Pelov, Alexander
    Nuaymi, Loutfi
    2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), 2014, : 2472 - 2478