Designing a Component-Based Throttled Load Balancing Algorithm for Cloud Data Centers

Cloud services are accessed from different geographical locations where client migration or switching from one server to another based on the loads is a common phenomenon. One of the most critical challenges the cloud data centers face is managing the loads over geographically dispersed data centers...

Full description

Saved in:
Bibliographic Details
Published in:Mathematical problems in engineering Vol. 2022; pp. 1 - 12
Main Authors: Mekonnen, Dawit, Megersa, Alemayehu, Sharma, Rakesh Kumar, Sharma, Durga Prasad
Format: Journal Article
Language:English
Published: New York Hindawi 03.10.2022
John Wiley & Sons, Inc
Subjects:
Algorithms
Cloud computing
Computer centers
Data centers
Dynamic loads
Fault tolerance
Geographical locations
Load
Load balancing
Mathematical problems
Performance degradation
Performance tests
Random access memory
Resource utilization
Response time
Response time (computers)
Software
Virtual environments
ISSN:1024-123X, 1563-5147
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Cloud services are accessed from different geographical locations where client migration or switching from one server to another based on the loads is a common phenomenon. One of the most critical challenges the cloud data centers face is managing the loads over geographically dispersed data centers and their virtual machines (VMs). VMs need to be balanced with the varied loads or dynamics of traffic. There are possibilities of the highest loads to be tolerated by the VMs over the cloud servers without crashing. Load balancing issues are managed by load balancing algorithms. Load balancing algorithms have varied issues of efficiency due to certain parameters like the capability of the lowest resource utilization, response time, higher overhead while checking the idle or normal nodes, and many others. Throttled load balancing algorithm manages loads of the virtual machines by dividing the virtual machines into two segments, that is, “available” and “free.” To do this, the throttled algorithm uses a single component to assign the virtual machines and other tasks. The throttled algorithm utilizes only the first VMs available, the next, and so on. These strategic issues most often degrade the performance of the applied load balancing algorithm. Such issues create a curiosity to enhance this algorithm’s performance for efficiently managing the dynamic loads of the cloud VMs. This research paper proposes a component-based throttled load balancing algorithm with VM reader, free VM holder, and free VM manager components. The VM reader component reads all available VMs. The free VM component holds free VMs temporarily until they are moved to the free VM manager component. For the performance test, the cloud analyst simulation tool was used. Based on the comparative analysis with the other five popularly used load balancing algorithms, the component-based algorithm’s performance is significantly enhanced. The proposed algorithm resulted in 325.30-microsecond response time and 27.12-microsecond processing time by the closest data center service broker policy. The newly proposed “component-based throttled load balancing algorithm” is found to be better than the existing throttled algorithm and the other five selected algorithms in terms of response time, processing time, and resource utilization.
AbstractList Cloud services are accessed from different geographical locations where client migration or switching from one server to another based on the loads is a common phenomenon. One of the most critical challenges the cloud data centers face is managing the loads over geographically dispersed data centers and their virtual machines (VMs). VMs need to be balanced with the varied loads or dynamics of traffic. There are possibilities of the highest loads to be tolerated by the VMs over the cloud servers without crashing. Load balancing issues are managed by load balancing algorithms. Load balancing algorithms have varied issues of efficiency due to certain parameters like the capability of the lowest resource utilization, response time, higher overhead while checking the idle or normal nodes, and many others. Throttled load balancing algorithm manages loads of the virtual machines by dividing the virtual machines into two segments, that is, “available” and “free.” To do this, the throttled algorithm uses a single component to assign the virtual machines and other tasks. The throttled algorithm utilizes only the first VMs available, the next, and so on. These strategic issues most often degrade the performance of the applied load balancing algorithm. Such issues create a curiosity to enhance this algorithm’s performance for efficiently managing the dynamic loads of the cloud VMs. This research paper proposes a component-based throttled load balancing algorithm with VM reader, free VM holder, and free VM manager components. The VM reader component reads all available VMs. The free VM component holds free VMs temporarily until they are moved to the free VM manager component. For the performance test, the cloud analyst simulation tool was used. Based on the comparative analysis with the other five popularly used load balancing algorithms, the component-based algorithm’s performance is significantly enhanced. The proposed algorithm resulted in 325.30-microsecond response time and 27.12-microsecond processing time by the closest data center service broker policy. The newly proposed “component-based throttled load balancing algorithm” is found to be better than the existing throttled algorithm and the other five selected algorithms in terms of response time, processing time, and resource utilization.
Author Mekonnen, Dawit
Sharma, Durga Prasad
Sharma, Rakesh Kumar
Megersa, Alemayehu
Author_xml – sequence: 1
  givenname: Dawit
  orcidid: 0000-0003-0611-6031
  surname: Mekonnen
  fullname: Mekonnen, Dawit
  organization: Arba Minch Institute of TechnologyArba Minch UniversityArba MinchEthiopiaamu.edu.et
– sequence: 2
  givenname: Alemayehu
  surname: Megersa
  fullname: Megersa, Alemayehu
  organization: Arba Minch Institute of TechnologyArba Minch UniversityArba MinchEthiopiaamu.edu.et
– sequence: 3
  givenname: Rakesh Kumar
  surname: Sharma
  fullname: Sharma, Rakesh Kumar
  organization: University of Maryland Eastern ShorePrincess AnneMDUSAumes.edu
– sequence: 4
  givenname: Durga Prasad
  orcidid: 0000-0002-1654-901X
  surname: Sharma
  fullname: Sharma, Durga Prasad
  organization: AMUIT, MOEFDRE Under UNDP and MAISM-RTU KotaJaipurIndia
BookMark eNp9kEtrAjEAhEOxULW99Qcs9NhuTbLJbvaoa18g9KLQ25LNQyNrYpNI6b9vRE-F9jRz-GYGZgQG1lkFwC2CjwhROsEQ4wkpCSSkuABDRMsip4hUg-QhJjnCxccVGIWwhRAjitgQrOYqmLU1dp3xrHG7fWq0MZ_xoGS23HgXY5_cwnGZzXjPrTii037tvImbXaadz5reHWQ25zE1pLDy4Rpcat4HdXPWMVg9Py2b13zx_vLWTBe5QAwXeQ0h7SoohUC0VhVDFcUI8YpKpmuNBdO4lEIpXXS4YzVTBEmiGCOl7BivdTEGd6fevXefBxViu3UHb9NkixmqWV1WsE7Uw4kS3oXglW733uy4_24RbI_Htcfj2vNxCce_cGEij8bZ6Lnp_wrdn0IbYyX_Mv9P_AC1ZH3m
CitedBy_id crossref_primary_10_1007_s41870_024_01888_w
crossref_primary_10_1016_j_simpat_2024_102980
crossref_primary_10_3390_fi16040123
crossref_primary_10_1016_j_comnet_2025_111412
Cites_doi 10.35940/ijrte.b6101.0710221
10.5815/ijitcs.2017.06.07
10.9790/0661-16168287
10.1016/j.jksuci.2018.01.003
10.17485/ijst/2016/v9i20/85866
10.1504/ijac.2017.10010817
10.4236/jcc.2020.87006
10.1109/UEMCON.2017.8249108
ContentType Journal Article
Copyright Copyright © 2022 Dawit Mekonnen et al.
Copyright © 2022 Dawit Mekonnen et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0
Copyright_xml – notice: Copyright © 2022 Dawit Mekonnen et al.
– notice: Copyright © 2022 Dawit Mekonnen et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0
DBID RHU
RHW
RHX
AAYXX
CITATION
7TB
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
CWDGH
DWQXO
FR3
GNUQQ
HCIFZ
JQ2
K7-
KR7
L6V
M7S
P5Z
P62
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PTHSS
DOI 10.1155/2022/4640443
DatabaseName Hindawi Publishing Complete
Hindawi Publishing Subscription Journals
Hindawi Publishing Open Access
CrossRef
Mechanical & Transportation Engineering Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Computer Science Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One
Middle East & Africa Database (ProQuest)
ProQuest Central Korea
Engineering Research Database
ProQuest Central Student
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
Civil Engineering Abstracts
ProQuest Engineering Collection
Engineering Database
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
Engineering Collection
DatabaseTitle CrossRef
Publicly Available Content Database
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
Middle East & Africa Database
ProQuest Central Korea
ProQuest Central (New)
Engineering Collection
Advanced Technologies & Aerospace Collection
Civil Engineering Abstracts
Engineering Database
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList CrossRef

Publicly Available Content Database
Database_xml – sequence: 1
  dbid: RHX
  name: Hindawi Publishing Open Access
  url: http://www.hindawi.com/journals/
  sourceTypes: Publisher
– sequence: 2
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Applied Sciences
EISSN 1563-5147
Editor Shanmuganathan, Vimal
Editor_xml – sequence: 1
  givenname: Vimal
  surname: Shanmuganathan
  fullname: Shanmuganathan, Vimal
EndPage 12
ExternalDocumentID 10_1155_2022_4640443
GroupedDBID 29M
2WC
3V.
4.4
5GY
5VS
8FE
8FG
8R4
8R5
AAFWJ
AAJEY
ABDBF
ABJCF
ABUWG
ACIPV
ACIWK
ADBBV
AENEX
AFKRA
AINHJ
ALMA_UNASSIGNED_HOLDINGS
ARAPS
BCNDV
BENPR
BGLVJ
BPHCQ
CCPQU
CS3
CWDGH
E3Z
EBS
ESX
GROUPED_DOAJ
HCIFZ
I-F
IAO
IEA
IOF
ISR
ITC
K6V
K7-
KQ8
L6V
M7S
MK~
M~E
OK1
P2P
P62
PIMPY
PQQKQ
PROAC
PTHSS
Q2X
REM
RHU
RHW
RHX
RNS
TR2
TUS
XSB
YQT
~8M
0R~
24P
AAMMB
AAYXX
ACCMX
AEFGJ
AFFHD
AGXDD
AIDQK
AIDYY
ALUQN
CITATION
H13
OVT
PHGZM
PHGZT
PQGLB
7TB
8FD
AZQEC
DWQXO
FR3
GNUQQ
JQ2
KR7
PKEHL
PQEST
PQUKI
ID FETCH-LOGICAL-c1823-9005b70dcc159e78175211a75d8f9f2c8f26dceef3b2b898e41d4e8846db8a9f3
IEDL.DBID RHX
ISSN 1024-123X
IngestDate Fri Jul 25 10:14:23 EDT 2025
Sat Nov 29 06:37:40 EST 2025
Tue Nov 18 21:02:54 EST 2025
Sun Jun 02 18:50:29 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
License This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c1823-9005b70dcc159e78175211a75d8f9f2c8f26dceef3b2b898e41d4e8846db8a9f3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-0611-6031
0000-0002-1654-901X
OpenAccessLink https://dx.doi.org/10.1155/2022/4640443
PQID 2819896709
PQPubID 237775
PageCount 12
ParticipantIDs proquest_journals_2819896709
crossref_primary_10_1155_2022_4640443
crossref_citationtrail_10_1155_2022_4640443
hindawi_primary_10_1155_2022_4640443
PublicationCentury 2000
PublicationDate 2022-10-3
PublicationDateYYYYMMDD 2022-10-03
PublicationDate_xml – month: 10
  year: 2022
  text: 2022-10-3
  day: 03
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle Mathematical problems in engineering
PublicationYear 2022
Publisher Hindawi
John Wiley & Sons, Inc
Publisher_xml – name: Hindawi
– name: John Wiley & Sons, Inc
References 12
13
16
M. T. Student (8) 2015; 6
S. Gupta (14) 2017; 4
Facebook (19)
K. E. Narayana (2) 2011; 4
3
S. M. Lanjewar (4) 2014
H. Yeh (18) 2017
P. Mell (1) 2011
6
M. T. Student (9) 2015
7
D. Thazhathethil (11) 2007; 3297
T. Adityasaisrinivas (15) 2019; 6
B. Patel (17) 2015; 1
D. Yadav (5) 2017; 7
10
References_xml – volume: 6
  start-page: 684
  year: 2019
  ident: 15
  article-title: Analysis of load balancing algorithms using cloud analyst
  publication-title: International Journal of Recent Technology and Engineering
– ident: 16
  doi: 10.35940/ijrte.b6101.0710221
– volume: 7
  start-page: 1
  issue: 2
  year: 2017
  ident: 5
  article-title: A study of intranet over cloud
  publication-title: International Journal of New Innovations in Engineering and Technology
– volume: 6
  start-page: 102
  issue: 5
  year: 2015
  ident: 8
  article-title: Load balancing model for cloud services based on cloud partitioning using RR algorithm pooja
  publication-title: International Journal of Electronics, Communications and Computer Engineering
– ident: 3
  doi: 10.5815/ijitcs.2017.06.07
– volume: 4
  issue: 10
  year: 2017
  ident: 14
  article-title: A study on various load balancing algorithms for response time reduction in cloud
  publication-title: International Journal of Current Engineering and Scientific Research (IJCESR)
– year: 2015
  ident: 9
  article-title: Load Balancing Model for Cloud Services Based on Cloud Partitioning Using RR Algorithm Pooja
– volume: 3297
  year: 2007
  ident: 11
  article-title: A model for load balancing by partitioning the public cloud
  publication-title: International Journal of Innovative Research in Computer and Communication Engineering
– year: 2014
  ident: 4
  article-title: Load Balancing in Public Cloud
  doi: 10.9790/0661-16168287
– ident: 19
  article-title: Facebook World Stats and Penetration in the World - Facebook Statistics
– ident: 13
  doi: 10.1016/j.jksuci.2018.01.003
– year: 2017
  ident: 18
  article-title: Comparative Analysis of Load Balancing Algorithms in Cloud Computing
– ident: 6
  doi: 10.17485/ijst/2016/v9i20/85866
– ident: 12
  doi: 10.1504/ijac.2017.10010817
– ident: 7
  doi: 10.4236/jcc.2020.87006
– ident: 10
  doi: 10.1109/UEMCON.2017.8249108
– volume: 4
  start-page: 1475
  issue: 2
  year: 2011
  ident: 2
  article-title: A review on different types of deployment models in cloud computing
  publication-title: International Journal of Innovative Research in Computer and Communication Engineering
– volume: 1
  start-page: 187
  issue: 2
  year: 2015
  ident: 17
  article-title: Various load balancing algorithms in cloud computing
  publication-title: IJARIIE
– start-page: 7
  year: 2011
  ident: 1
  article-title: The NIST-national institute of standars and technology- definition of cloud computing
  publication-title: NIST Special Publication
SSID ssj0021518
Score 2.2848196
Snippet Cloud services are accessed from different geographical locations where client migration or switching from one server to another based on the loads is a common...
SourceID proquest
crossref
hindawi
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1
SubjectTerms Algorithms
Cloud computing
Computer centers
Data centers
Dynamic loads
Fault tolerance
Geographical locations
Load
Load balancing
Mathematical problems
Performance degradation
Performance tests
Random access memory
Resource utilization
Response time
Response time (computers)
Software
Virtual environments
SummonAdditionalLinks – databaseName: Engineering Database
  dbid: M7S
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dS8MwEA86FXzxW5xOycN8krCuTdvkSZxTfBARnLC3kubDDeaq69R_37suU0TUB-lbe6Shl9zvd7nrHSFNpcAJMLllxlrFOIAEU-1AsSiJUyO5MyZ0VbOJ9OZG9Pvy1h-4lT6tcm4TK0NtCo1n5C0M-AiJ1cZOn54Zdo3C6KpvobFIlrBKQrtK3bv7cLjgzuxXuBBr80X9eeJ7HKPPH7Z4wgPOoy-QtDJAX_ht-M02V4Bzuf7fqW6QNU816dlsbWySBTveIuuedlK_qcttct-tsjgAw6iiaB-KMSAR6wC-GdobTAosc2zodaEM7WAmpEbRs9EDvHM6eKRAe-n5qHgxtKumMAJW-ZyUO-T-8qJ3fsV8twWmwceImIT9mKeB0RoYjk0F8ApwDlUaG-GkC7VwYWIAUl2Uh7mQwvK24VYAfzG5UNJFu6Q2hgnuEZoHLgSaI12a5DywWsIVBEbEGMqRqa6Tk_kHz7QvRY4dMUZZ5ZLEcYbqybx66uT4Q_ppVoLjB7mm190fYo251jK_X8vsU2X7vz8-IKs4WJXOFzVIbTp5sYdkWb9Oh-XkqFp-73-a3zs
  priority: 102
  providerName: ProQuest
Title Designing a Component-Based Throttled Load Balancing Algorithm for Cloud Data Centers
URI https://dx.doi.org/10.1155/2022/4640443
https://www.proquest.com/docview/2819896709
Volume 2022
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVPQU
  databaseName: Advanced Technologies & Aerospace Database
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 20250131
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: P5Z
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/hightechjournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Computer Science Database
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 20250131
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: K7-
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/compscijour
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Engineering Database
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 20250131
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: M7S
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Middle East & Africa Database
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 20250131
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: CWDGH
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/middleeastafrica
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 20250131
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: BENPR
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 20250131
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: PIMPY
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
– providerCode: PRVWIB
  databaseName: Wiley Online Library Open Access
  customDbUrl:
  eissn: 1563-5147
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0021518
  issn: 1024-123X
  databaseCode: 24P
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://authorservices.wiley.com/open-science/open-access/browse-journals.html
  providerName: Wiley-Blackwell
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LS8NAEB6sD_DiW3yWPehJFmOyaXaPVi2KWoJaqF7CZh9WqI00Vf--s-lWUBElEAiZLMtsJt98zORbgD0pkQTo3FBtjKQMQYLKo0DSqBEnWjCrdWirzSaSdpt3uyL1IknlzxI-op2j5-Eha7CAsagGNR67zq2b8-4nr0LQGv_xFjoJvqg76W__9uwX5JnrOcr7_vTjE1zhSmsJFnxCSI7HK7gMU2awAos-OSQ-9MpV6JxWvRaINEQSF8XFAPGCNhGFNLnrDQsnRqzJVSE1abp-ReVMj_uPBdL_3jPB5JSc9ItXTU7lCEdwWpzDcg06rbO7k3Pq90SgCplARAVGTZ4EWinMQ0zCEf2Rwskk1twKGypuw4ZG4LNRHuZccMOONDMcswydcylstA7TA5zgBpA8sCEmI8ImjZwFRgk8gkDz2BVcRKI24WDir0x5wXC3b0U_q4hDHGfOu5n37ibsf1q_jIUyfrHb867_w2xnsi6Zj6oyc0U_Lpzi3Nb_RtmGeXdZNd9FOzA9Gr6aXZhVb6OncliHmeZZO72pQ-0yoXXX9XmL5zR-wDvpxXV6X6_esw9WncQ2
linkProvider Hindawi Publishing
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LT9wwEB4BLWovpU8VSqkPcKosguOs7UNVAQsC7XbVwyLtLXX86CJtN3SzFPVP8Rs7k02oqqrlxAHlmJEVx5_nm_GMZwC2rUUnwBeB-xAsl0gS3O4llqedTHkjo_ci1s0m1GCgRyPzeQmu27swlFbZ6sRaUfvS0Rn5LgV8tKFqYx8vvnPqGkXR1baFxgIWvfDzCl226sNpF9d3R4jjo-HhCW-6CnCHtnTKDeKuUIl3Dpk8KI38iU6QVZnX0UThdBQdj9QR00IU2ugg97wMGnnaF9qamOK4y_BAplrRvuopfuPgIXsurt4JqgWYjtpE-yyjMwaxKzsykTL9gwJXx-R7X53_xQU1wR2v3bdf8xSeNKY0219g_xkshelzWGvMatYoreoFnHXrLBXkaGYZ6b9yikzLD5C_PRuOZyWVcfasX1rPDijT05Ho_uQrznE-_sbQrGeHk_LSs66d4whUxXRWvYSzO5ncK1iZ4ge-BlYkUaAZZ6LqFDIJzuCTJF5nFKoyyq3D-3aBc9eUWqeOH5O8drmyLCc45A0c1mHnRvpiUWLkH3LbDVZuEdtsUZI3-qjKf0Nk4_-v38Gjk-Gnft4_HfTewGMauE5dTDdhZT67DG_hofsxP69mWzX0GXy5a0D9AjB8O88
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LT9wwEB5R-lAv0KdKoa0PcKqsDY6zsQ8VArarItBqDyCtekkdP7pI2w3dLCD-Wn9dZ7IOCKG2Jw5VjhlZcfx5vhnPeAZg0xh0AlzpufPecIkkwc12YnjazXKnZXBOhKbZRD4YqNFID5fgV3sXhtIqW53YKGpXWToj71DAR2mqNtYJMS1i2OvvnP3k1EGKIq1tO40FRA791SW6b_Wngx6u9ZYQ_c_H-1947DDALdrVKdeIwTJPnLXI6j5XyKXoEJk8cyroIKwKouuQRkJailJp5eW2k14hZ7tSGR1SHPcBPMzRx6R0wmH29drZQyZdXMMTVBcwHbVJ91lG5w2iI7sykTK9RYePx-SHX57e4YWG7Pqr__NvegYr0cRmu4s98RyW_PQFrEZzm0VlVr-Ek16TvYLczQwjvVhNkYH5HvK6Y8fjWUXlnR07qoxje5QBakl0d_Id5zgf_2Bo7rP9SXXuWM_McQSqbjqrX8HJvUzuNSxP8QPfACuTINC80yHvljLxVuOTJE5lFMLSuV2Dj-1iFzaWYKdOIJOiccWyrCBoFBEaa7B1LX22KD3yB7nNiJt_iG20iCminqqLG7i8_fvrD_AEcVQcHQwO1-EpjdtkNKYbsDyfnft38MhezE_r2ftmFzD4dt94-g0lHETz
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Designing+a+Component-Based+Throttled+Load+Balancing+Algorithm+for+Cloud+Data+Centers&rft.jtitle=Mathematical+problems+in+engineering&rft.au=Mekonnen%2C+Dawit&rft.au=Megersa%2C+Alemayehu&rft.au=Sharma%2C+Rakesh+Kumar&rft.au=Sharma%2C+Durga+Prasad&rft.date=2022-10-03&rft.pub=Hindawi&rft.issn=1024-123X&rft.eissn=1563-5147&rft.volume=2022&rft_id=info:doi/10.1155%2F2022%2F4640443&rft.externalDocID=10_1155_2022_4640443
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1024-123X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1024-123X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1024-123X&client=summon