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Uncertainty-aware autonomic framework for resource management in mobile computing grids

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TitleInfo
Title
Uncertainty-aware autonomic framework for resource management in mobile computing grids
Name (type = personal)
NamePart (type = family)
Viswanathan
NamePart (type = given)
Hariharasudhan
NamePart (type = date)
1984-
DisplayForm
Hariharasudhan Viswanathan
Role
RoleTerm (authority = RULIB)
author
Name (type = personal)
NamePart (type = family)
Pompili
NamePart (type = given)
Dario
DisplayForm
Dario Pompili
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Advisory Committee
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RoleTerm (authority = RULIB)
chair
Name (type = personal)
NamePart (type = family)
Parashar
NamePart (type = given)
Manish
DisplayForm
Manish Parashar
Affiliation
Advisory Committee
Role
RoleTerm (authority = RULIB)
internal member
Name (type = personal)
NamePart (type = family)
Marsic
NamePart (type = given)
Ivan
DisplayForm
Ivan Marsic
Affiliation
Advisory Committee
Role
RoleTerm (authority = RULIB)
internal member
Name (type = personal)
NamePart (type = family)
Liu
NamePart (type = given)
Hang
DisplayForm
Hang Liu
Affiliation
Advisory Committee
Role
RoleTerm (authority = RULIB)
outside member
Name (type = corporate)
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)
2014
DateOther (qualifier = exact); (type = degree)
2014-05
Place
PlaceTerm (type = code)
xx
Language
LanguageTerm (authority = ISO639-2b); (type = code)
eng
Abstract (type = abstract)
Mobile platforms are becoming the predominant medium of access to Internet services due to the tremendous increase in their computation and communication capabilities. Also, as more and more of these mobile devices are coupled with in-built as well as external sensors capable of monitoring ambient conditions, biomedical and kinematic information, and location, they can provide spatially distributed measurements regarding the environment in their proximity. Cumulus, a mobile computing grid, which harnesses the heterogeneous sensing and computing capabilities of mobile devices in the field as well as that of servers in remote datacenters is envisioned. Cumulus can be exploited to enable innovative mobile applications (defined by workflows) that rely on real-time in-situ processing of sensor data. However, enabling applications that require real-time in-the- field data collection and processing using mobile platforms is still challenging due to the following concerns: the inherent uncertainty associated with the quality and quantity of data from mobile sensors as well as with the availability of mobile computing resources in the field, security, and privacy. The goal of this research is to design and develop a uni ed uncertainty-aware (robust), secure, and privacy-preserving framework for data and computing resource management in the Cumulus in order to enable execution of mobile application workflows in real time and in situ and, hence, to generate actionable knowledge from raw data within realistic time bounds. In order to achieve the stated goal, an autonomic (self-organizing, self-optimizing, and self-healing) middleware that aids in the organization of the sensing, computing, and communication capabilities of static and mobile devices in order to form Cumuli is proposed. As the relevance of the output of workflows rely heavily on the quality and quantity of raw data coming from the underlying sensing infrastructure as well as on the computing resources available to execute them in real time, a uni ed data and computing resource management mechanism for data- as well as task-parallel applications is proposed. Finally, Maestro, a robust, secure, and privacy-preserving framework for concurrent mobile application management in Cumulus is proposed. The proposed framework is evaluated using experiments on a prototype testbed as well as through simulations on a purpose-built Java-based simulator.
Subject (authority = RUETD)
Topic
Electrical and Computer Engineering
Subject (authority = ETD-LCSH)
Topic
Mobile computing
Subject (authority = ETD-LCSH)
Topic
Mobile apps
RelatedItem (type = host)
TitleInfo
Title
Rutgers University Electronic Theses and Dissertations
Identifier (type = RULIB)
ETD
Identifier
ETD_5421
PhysicalDescription
Form (authority = gmd)
electronic resource
InternetMediaType
application/pdf
InternetMediaType
text/xml
Extent
xiii, 94 p. : ill.
Note (type = degree)
Ph.D.
Note (type = bibliography)
Includes bibliographical references
Note (type = statement of responsibility)
by Hariharasudhan Viswanathan
Subject (authority = ETD-LCSH)
Topic
Computing platforms
RelatedItem (type = host)
TitleInfo
Title
Graduate School - New Brunswick Electronic Theses and Dissertations
Identifier (type = local)
rucore19991600001
Location
PhysicalLocation (authority = marcorg); (displayLabel = Rutgers, The State University of New Jersey)
NjNbRU
Identifier (type = doi)
doi:10.7282/T3833QBX
Genre (authority = ExL-Esploro)
ETD doctoral
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Rights

RightsDeclaration (ID = rulibRdec0006)
The author owns the copyright to this work.
RightsHolder (type = personal)
Name
FamilyName
Viswanathan
GivenName
Hariharasudhan
Role
Copyright Holder
RightsEvent
Type
Permission or license
DateTime (encoding = w3cdtf); (qualifier = exact); (point = start)
2014-04-09 15:40:36
AssociatedEntity
Name
Hariharasudhan Viswanathan
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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