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Design and implementation of distributed mobile computing platform using Hadoop
Descriptive
TitleInfo
Title
Design and implementation of distributed mobile computing platform using Hadoop
Name
(type = personal)
NamePart
(type = family)
Pandhe
NamePart
(type = given)
Shraddha
NamePart
(type = date)
1987-
DisplayForm
shraddha pandhe
Role
RoleTerm
(authority = RULIB)
author
Name
(type = personal)
NamePart
(type = family)
Raychaudhuri
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(type = given)
Dipankar
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Dipankar Raychaudhuri
Affiliation
Advisory Committee
Role
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(authority = RULIB)
chair
Name
(type = personal)
NamePart
(type = family)
Martin
NamePart
(type = given)
Rich
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Rich Martin
Affiliation
Advisory Committee
Role
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(authority = RULIB)
internal member
Name
(type = personal)
NamePart
(type = family)
Trappe
NamePart
(type = given)
Wade
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Wade Trappe
Affiliation
Advisory Committee
Role
RoleTerm
(authority = RULIB)
internal member
Name
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NamePart
Rutgers University
Role
RoleTerm
(authority = RULIB)
degree grantor
Name
(type = corporate)
NamePart
Graduate School - New Brunswick
Role
RoleTerm
(authority = RULIB)
school
TypeOfResource
Text
Genre
(authority = marcgt)
theses
OriginInfo
DateCreated
(qualifier = exact)
2013
DateOther
(qualifier = exact);
(type = degree)
2013-10
Place
PlaceTerm
(type = code)
xx
Language
LanguageTerm
(authority = ISO639-2b);
(type = code)
eng
Abstract
(type = abstract)
This thesis is aimed at design and evaluation of a distributed cloud computing platform using mobile nodes connected via cellular network. Such a “Mobile Cloud” capability is motivated by situations in which the cellular access network has limited backhaul bandwidth to the Internet as may be the case in developing regions or disaster recovery scenarios. In view of the growing importance of the OpenStack and Hadoop/MapReduce framework, we first evaluate the performance of Hadoop in the mobile cloud environment and then consider modifications necessary to improve performance. The study was conducted using an experimental methodology based on the GENI open WiMAX base station at WINLAB, which was used to set up a cluster of 4G/cellular mobile clients running Hadoop. The results show that as expected, performance of Hadoop cloud applications is severely degraded due to mobile device channel quality variations in the baseline case, but that significant improvements (~5x in run-time) can be realized with relatively modest cross-layer (i.e. base-station and signal-to-noise ratio) aware strategies. The results also show that, there are certain types of applications that are not suitable for Distributed Mobile Computing, e.g. applications that generate large outputs, while applications with small sized output benefit greatly from Mobile Cloud.
Subject
(authority = RUETD)
Topic
Electrical and Computer Engineering
Subject
(authority = ETD-LCSH)
Topic
Cloud computing
Subject
(authority = ETD-LCSH)
Topic
Electronic data processing--Distributed processing--Programming
RelatedItem
(type = host)
TitleInfo
Title
Rutgers University Electronic Theses and Dissertations
Identifier
(type = RULIB)
ETD
Identifier
ETD_4916
PhysicalDescription
Form
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electronic resource
InternetMediaType
application/pdf
InternetMediaType
text/xml
Extent
viii, 54 p. : ill.
Note
(type = degree)
M.S.
Note
(type = bibliography)
Includes bibliographical references
Note
(type = statement of responsibility)
by Shraddha Pandhe
Subject
(authority = ETD-LCSH)
Topic
Apache Hadoop
Subject
Name
(authority = LC-NAF)
RelatedItem
(type = host)
TitleInfo
Title
Graduate School - New Brunswick Electronic Theses and Dissertations
Identifier
(type = local)
rucore19991600001
Location
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(authority = marcorg);
(displayLabel = Rutgers, The State University of New Jersey)
NjNbRU
Identifier
(type = doi)
doi:10.7282/T3HM56GM
Genre
(authority = ExL-Esploro)
ETD graduate
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Rights
RightsDeclaration
(ID = rulibRdec0006)
The author owns the copyright to this work.
RightsHolder
(type = personal)
Name
FamilyName
Pandhe
GivenName
Shraddha
Role
Copyright Holder
RightsEvent
Type
Permission or license
DateTime
(encoding = w3cdtf);
(qualifier = exact);
(point = start)
2013-07-18 00:22:32
AssociatedEntity
Name
shraddha pandhe
Role
Copyright holder
Affiliation
Rutgers University. Graduate School - New Brunswick
AssociatedObject
Type
License
Name
Author Agreement License
Detail
I hereby grant to the Rutgers University Libraries and to my school the non-exclusive right to archive, reproduce and distribute my thesis or dissertation, in whole or in part, and/or my abstract, in whole or in part, in and from an electronic format, subject to the release date subsequently stipulated in this submittal form and approved by my school. I represent and stipulate that the thesis or dissertation and its abstract are my original work, that they do not infringe or violate any rights of others, and that I make these grants as the sole owner of the rights to my thesis or dissertation and its abstract. I represent that I have obtained written permissions, when necessary, from the owner(s) of each third party copyrighted matter to be included in my thesis or dissertation and will supply copies of such upon request by my school. I acknowledge that RU ETD and my school will not distribute my thesis or dissertation or its abstract if, in their reasonable judgment, they believe all such rights have not been secured. I acknowledge that I retain ownership rights to the copyright of my work. I also retain the right to use all or part of this thesis or dissertation in future works, such as articles or books.
Copyright
Status
Copyright protected
Availability
Status
Open
Reason
Permission or license
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Technical
RULTechMD
(ID = TECHNICAL1)
ContentModel
ETD
OperatingSystem
(VERSION = 5.1)
windows xp
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