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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7683
A NOVEL APPROACH FOR PRIVACY SECURITY IN CLOUD STORAGE PLAN
WITH THREE LAYER IN FOGCOMPUTING
Shivaprasad1, Veerabhadrappa2
1Asst. Professor, Department of Computer Science and Engineering, Sharnbasva University, Kalaburagi,
Karnataka (India)
24th Semester M.Tech Student, Department of Computer Science and Engineering, Sharnbasva University,
Kalaburagi, Karnataka (India)
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Late years witness the headway of disseminated registering advancement. With the tricky advancement of
unstructured data, dispersed capacity development hints at progress headway. In any case, in current accumulating creation,
customer's data is totally secured in cloud servers. In a manner of speaking, customers lose their benefit of control on data and
face security spillage danger. Conventional security insurance plans are normally founded on encryption innovation, however
these sorts of strategies can't viably oppose assault from within cloud server. So as to take care of this issue, we propose a
three-layer stockpiling structure dependent on haze processing. The proposed structure can both exploit distributed storage
and secure the protection of information. In addition, Hash-Solomon code calculation is intended to partition information into
various parts. At that point, we can put a little piece of information in neighborhood machine and mist server so as to secure
the protection. Also, in light of computational knowledge, this calculation can figure the circulation extent put away in cloud,
haze, and nearby machine, separately. Through the hypothetical security examination and trial assessment, the attainability
of our plan have been approved, which extremely a ground- breaking complement to obtainable distributed storeroom plot.
KeyWords: Pivacy, Security, Cloud server, Fog computing, Cloud Computing.
1. INTRODUCTION
While 21st century, PC advancement has developed rapidly. Disseminated registering, a rising development, was first
anticipated SES 2006 (investigate locomotive strategy 2006) through San Jose as well as characterized via NIST (National
Institute of Standards as well as Technology). While it be projected, distributed compute have pulled in incredible
consideration from various parts of society. Distributed computing has slowly developed through such a large number of
individuals' endeavors. At that point here be several cloud innovations getting from distributed compute. Distributed
storage is a significant piece them.
Through the fast improvement of system transfer speed, the volume of client's information is rising geometrically. Client's
necessity can't be fulfilled by the limit of neighborhood machine any more. In this manner, individuals attempt to discover
new techniques to store their information. Seeking after progressively ground- breaking stockpiling limit, a developing
number of clients select distributed storage. Putting away information on an open cloud server is a pattern later on and the
distributed storage innovation will end up far reaching in a couple of years. The protection issue is especially critical
amongst individuals protection issue. Ever, here some renowned distributed storage space protection spillage occasions.
For instance, Apples iCloud spillage occasion in 2014, various Hollywood entertainers private photographs put away in the
mists were stolen. This occasion caused a mayhem, which was in charge of the clients' tension legitimately. In this manner,
the Cloud Server contributor (CSP) resolve occur of client to deal with the information. In outcome, client don't really
organize a substantial stockpiling of their information, which outcome in the partition of possession as well as the board of
information. The CSP can unreservedly admittance as well as hunt the information put away in the cloud. In the interim
the aggressors can likewise assault the CSP server to get the client's information. The over two belongings equally build
clients fell into the peril of data spillage and in order misfortune. Conventional secure distributed storage answers for the
above issues are generally concentrating on access confinements or information encryption.
These strategies can really wipe out most piece of these issues. Be that as it may, these arrangements can't fathom the
interior assault well, regardless of how the calculation improves. In this way, we propose a TLS plot dependent on haze
figuring sculpt as well as structure Hash-Solomon system dependent Reed-Solomon system. Haze registering an all-
inclusive figuring replica dependent on distributed compute which is made out of great deal of haze hubs. These hubs
include a specific stockpiling limit as well as preparing ability. In our plan, come apart client's information keen on three
sections as well as independently spare in cloud server, a mist server as well as client's nearby machine. In addition,
contingent upon the possessions the Hash-Solomon system, the plan preserve guarantee first information can't be
recuperated by fractional information. On one more hand, utilizing Hash-Solomon system resolve create part of excess
information squares were spirit survive utilized in disentangling methodology. Expanding the quantity of excess squares
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7684
can build the unwavering quality of the capacity, yet it likewise results in extra information stockpiling. By sensible
allotment of the information, our plan can truly ensure the security of client' information.
The Hash-Solomon code needs complex figuring, which preserve helped through the Computational cleverness (CI). Ideal
models CI have been effectively utilized as of late to address different difficulties, for instance, the issues into Wireless
antenna systems (WSNs) field. CI gives versatile instruments that display astute conduct in mind boggling and dynamic
situations likeWSNs. Hence in our dissertation, we exploit CI to do some computing facility in haze sheet. Contrasted and
customary strategies, our plan can give a higher security insurance from inside, particularly from the CSPs.
1.1 RELATED WORK
Dispersed registering is advance perspective. The NIST importance depict huge piece of scattered register just as is wanted
to fill in as a techniques for broad examinations of haze organization just as association strategies, just as to give a
standard to talk dependent on what is scattered process to how to most incredible utilize dispersed figure. The
administrator just as exchange model describe course of action a straightforward logical order that isn't relied upon to
promoter or else oblige an accurate procedure for game plan, administrator section, or else exchange task. Dispersed
registering outfits customers with exceptional versatility while provisioning resources, with cloud providers offering a
choice of reservation and on-demand getting choices.Reservation plans offer less expensive costs, yet should be picked
ahead of time, and along these lines must be fitting to clients' necessities. On the off chance that request is questionable,
the booking plan may not be adequate and on-request assets must be provisioned. Past work concentrated on ideally
putting virtual machines with cloud suppliers to limit all out expense. Be that as it may, numerous applications require a
lot of system transmission capacity. In this way, considering just virtual machines offers a fragmented perspective on the
framework. Abusing late advancements in programming characterized organizing (SDN), we propose a brought together
methodology that coordinates virtual machine and system data transfer capacity provisioning. We take care of a stochastic
number programming issue to acquire an ideal provisioning of both virtual machines and system transmission capacity,
when request is unsure. Numerical outcomes unmistakably demonstrate that our proposed arrangement limits clients'
expenses and gives better execution than elective strategies. We trust this incorporated methodology is the route forward
for distributed computing to help arrange concentrated applications. Distributed compute expands the information
handling capacity and capacity of remote sensor systems (WSNs). Be that as it may, because of the feeble correspondence
capacity of WSNs, how to transfer the detected information the Cloud inside the constrained occasion turns into a block
sensor-cloud framework. To take care of issue, we suggest to utilize various versatile sinks to help with information
transferring beginning WSNs to Cloud. A productive calculation is intended to plan the various versatile sinks, with a few
demonstrable property. We lead broad recreations to assess the exhibition projected calculation. The outcomes
demonstrate that our calculation can transfer the information from WSNs to Cloud inside the restricted inactivity as well
as limit the vitality utilization too.
1.2 SYSTEM DESIGN
Fig 1: System Architecture
Beneath design chart speak to fundamentally watercourse of solicitation as of the patrons to record during servers. In this
circumstances generally speaking structure is planned in three level separately utilize three layer called preamble level,
business layer, information attach level. This undertaking be created utilize stage plan. The three-level programming
engineering (a three level intend) developed during the 1990s to beat constraints of two-level engineering. Third stage
(center stage server) is among the UI (customer) as well as the in sequence the board (server) segment. This center level
give procedure the board anywhere commerce basis as well as guidelines are executed and preserve outfit many clients
(when contrasted with just 100 clients with the two level engineering) by charitable capacities, for instance, coating,
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7685
appliance effecting, as well as record organizing.
2. IMPLEMENTATION DETAILES 2.1MODULES
1 DATA OWNER
2 FOGSERVER
3 CLOUD SERVER
1 DATA OWNER
Record proprietor will enlist with application and login with legitimate client name and secret phrase if confirmation is
fruitful customer can transfer documents to cloud server through mist server by keeping 1 percent of encoded information
at proprietor side and send 99 percent information to mist server for further preparing. Information proprietor will have
consent to offer key to client who needs to get to information alongside 1 percent information. In this procedure
information proprietor will get data of any sort of movement happening to his information which is put away in cloud
server.
2 FOGSERVER
In this module mist server will go about as little stockpiling server and perform fundamental tasks before sending
information to cloud. In this second stage, in the wake of getting the 99% information hinders from client's machine, these
information squares will be encoded once more. These information squares will be partitioned into littler information
squares and produces new encoding data. Likewise, expecting that 4% information squares and encoding data will be put
away in the mist server. The rest of information squares will be transferred to the cloud server. on the spot while
consumer insist pro downloading in sequence mist server force confirm and send 4 percent of information to client.
3 CLOUD SERVER
Cloud can login with legitimate client name and secret word the distributed storage server gives stockpiling
administrations to the enlisted customers for putting away redistributed documents. Capacity server can see subtleties of
document transferred by client which is gotten from mist server. In this procedure cloud server will just store 95 percent
of information. On the spot while consumer insists for downloading in sequence cloud server will store 95 percent of
information.
2.2. Experimental Results
Fig 2: Screen appearing home page
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7686
Fig 3: Screen appearing for user registration
Fig 4 Encrypt of file data
Fig 5: Screen appearing for user registration Upload 4% Data
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7687
The headway of circulated figuring presents to us a lot of favorable circumstances. Dispersed capacity is an invaluable
development which urges customers to develop their ability limit. In any case, distributed storage likewise cause a
progression of safe issues. When utilizing distributed storeroom, clients don't really manage the corporeal stockpiling of
their information as well as it results in the division of possession and the executives of information. So as to take care of
the issue of security insurance in distributed storage, we propose a TLS structure dependent on mist processing replica
and plan a Hash-Solomon calculation. Through the hypothetical security examination, the plan is demonstrated to be
plausible. By allotting the proportion of information squares put away in various servers sensibly, we preserve guarantee
the protection of information in every server. On an additional tender splitting the encoding framework is unthinkable
hypothetically. Also, utilizing hash change can secure the fragmentary data. during the analysis test, this plan can
productively finish encoding and unraveling without impact of the distributed storage proficiency. Besides, we plan a
sensible exhaustive proficiency file, so as to accomplish the most extreme effectiveness, and we likewise find that the
Cauchy lattice is progressively productive in code procedure
REFERENCES
[1] P. Mell and T. Grance, “The NIST definition of cloud computing,” Nat. Inst. Stand. Technol., vol. 53, no. 6, pp. 50–50,
2009.
[2] H. T. Dinh, C. Lee, D. Niyato, and P. Wang, “A survey of mobile cloud computing: Architecture, applications, and
approaches,” Wireless Commun. Mobile Comput., vol. 13, no. 18, pp. 1587–1611, 2013.
[3] J. Chase, R. Kaewpuang, W. Yonggang, and D. Niyato, “Joint virtual machine and bandwidth allocation in software
defined network (sdn) and cloud computing environments,” in Proc. IEEE Int. Conf. Commun., 2014, pp. 2969–2974.
[4] H. Li, W. Sun, F. Li, and B. Wang, “Secure and privacy- preserving data storage service in public cloud,” J. Comput. Res.
Develop., vol. 51, no. 7, pp. 1397–1409, 2014.
[5] Y. Li, T. Wang, G. Wang, J. Liang, and H. Chen, “Efficient data collection in sensor-cloud system with multiple mobile
sinks,” in Proc. Adv. Serv. Comput., 10th Asia-Pac. Serv. Comput. Conf., 2016, pp. 130–143
BIOGRAPHIES
Shivaprasad
Assistant Professor. Department
of Computer Science and
Engineering, Sharnbasva
University, Kalaburagi,
Karnataka, INDIA
Veerabhadrappa
M.Tech student in Computer
Science and Engineering,
Sharnbasva
University, Kalaburagi, Karnataka,
INDIA
3. CONCLUSION

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  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7683 A NOVEL APPROACH FOR PRIVACY SECURITY IN CLOUD STORAGE PLAN WITH THREE LAYER IN FOGCOMPUTING Shivaprasad1, Veerabhadrappa2 1Asst. Professor, Department of Computer Science and Engineering, Sharnbasva University, Kalaburagi, Karnataka (India) 24th Semester M.Tech Student, Department of Computer Science and Engineering, Sharnbasva University, Kalaburagi, Karnataka (India) ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Late years witness the headway of disseminated registering advancement. With the tricky advancement of unstructured data, dispersed capacity development hints at progress headway. In any case, in current accumulating creation, customer's data is totally secured in cloud servers. In a manner of speaking, customers lose their benefit of control on data and face security spillage danger. Conventional security insurance plans are normally founded on encryption innovation, however these sorts of strategies can't viably oppose assault from within cloud server. So as to take care of this issue, we propose a three-layer stockpiling structure dependent on haze processing. The proposed structure can both exploit distributed storage and secure the protection of information. In addition, Hash-Solomon code calculation is intended to partition information into various parts. At that point, we can put a little piece of information in neighborhood machine and mist server so as to secure the protection. Also, in light of computational knowledge, this calculation can figure the circulation extent put away in cloud, haze, and nearby machine, separately. Through the hypothetical security examination and trial assessment, the attainability of our plan have been approved, which extremely a ground- breaking complement to obtainable distributed storeroom plot. KeyWords: Pivacy, Security, Cloud server, Fog computing, Cloud Computing. 1. INTRODUCTION While 21st century, PC advancement has developed rapidly. Disseminated registering, a rising development, was first anticipated SES 2006 (investigate locomotive strategy 2006) through San Jose as well as characterized via NIST (National Institute of Standards as well as Technology). While it be projected, distributed compute have pulled in incredible consideration from various parts of society. Distributed computing has slowly developed through such a large number of individuals' endeavors. At that point here be several cloud innovations getting from distributed compute. Distributed storage is a significant piece them. Through the fast improvement of system transfer speed, the volume of client's information is rising geometrically. Client's necessity can't be fulfilled by the limit of neighborhood machine any more. In this manner, individuals attempt to discover new techniques to store their information. Seeking after progressively ground- breaking stockpiling limit, a developing number of clients select distributed storage. Putting away information on an open cloud server is a pattern later on and the distributed storage innovation will end up far reaching in a couple of years. The protection issue is especially critical amongst individuals protection issue. Ever, here some renowned distributed storage space protection spillage occasions. For instance, Apples iCloud spillage occasion in 2014, various Hollywood entertainers private photographs put away in the mists were stolen. This occasion caused a mayhem, which was in charge of the clients' tension legitimately. In this manner, the Cloud Server contributor (CSP) resolve occur of client to deal with the information. In outcome, client don't really organize a substantial stockpiling of their information, which outcome in the partition of possession as well as the board of information. The CSP can unreservedly admittance as well as hunt the information put away in the cloud. In the interim the aggressors can likewise assault the CSP server to get the client's information. The over two belongings equally build clients fell into the peril of data spillage and in order misfortune. Conventional secure distributed storage answers for the above issues are generally concentrating on access confinements or information encryption. These strategies can really wipe out most piece of these issues. Be that as it may, these arrangements can't fathom the interior assault well, regardless of how the calculation improves. In this way, we propose a TLS plot dependent on haze figuring sculpt as well as structure Hash-Solomon system dependent Reed-Solomon system. Haze registering an all- inclusive figuring replica dependent on distributed compute which is made out of great deal of haze hubs. These hubs include a specific stockpiling limit as well as preparing ability. In our plan, come apart client's information keen on three sections as well as independently spare in cloud server, a mist server as well as client's nearby machine. In addition, contingent upon the possessions the Hash-Solomon system, the plan preserve guarantee first information can't be recuperated by fractional information. On one more hand, utilizing Hash-Solomon system resolve create part of excess information squares were spirit survive utilized in disentangling methodology. Expanding the quantity of excess squares
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7684 can build the unwavering quality of the capacity, yet it likewise results in extra information stockpiling. By sensible allotment of the information, our plan can truly ensure the security of client' information. The Hash-Solomon code needs complex figuring, which preserve helped through the Computational cleverness (CI). Ideal models CI have been effectively utilized as of late to address different difficulties, for instance, the issues into Wireless antenna systems (WSNs) field. CI gives versatile instruments that display astute conduct in mind boggling and dynamic situations likeWSNs. Hence in our dissertation, we exploit CI to do some computing facility in haze sheet. Contrasted and customary strategies, our plan can give a higher security insurance from inside, particularly from the CSPs. 1.1 RELATED WORK Dispersed registering is advance perspective. The NIST importance depict huge piece of scattered register just as is wanted to fill in as a techniques for broad examinations of haze organization just as association strategies, just as to give a standard to talk dependent on what is scattered process to how to most incredible utilize dispersed figure. The administrator just as exchange model describe course of action a straightforward logical order that isn't relied upon to promoter or else oblige an accurate procedure for game plan, administrator section, or else exchange task. Dispersed registering outfits customers with exceptional versatility while provisioning resources, with cloud providers offering a choice of reservation and on-demand getting choices.Reservation plans offer less expensive costs, yet should be picked ahead of time, and along these lines must be fitting to clients' necessities. On the off chance that request is questionable, the booking plan may not be adequate and on-request assets must be provisioned. Past work concentrated on ideally putting virtual machines with cloud suppliers to limit all out expense. Be that as it may, numerous applications require a lot of system transmission capacity. In this way, considering just virtual machines offers a fragmented perspective on the framework. Abusing late advancements in programming characterized organizing (SDN), we propose a brought together methodology that coordinates virtual machine and system data transfer capacity provisioning. We take care of a stochastic number programming issue to acquire an ideal provisioning of both virtual machines and system transmission capacity, when request is unsure. Numerical outcomes unmistakably demonstrate that our proposed arrangement limits clients' expenses and gives better execution than elective strategies. We trust this incorporated methodology is the route forward for distributed computing to help arrange concentrated applications. Distributed compute expands the information handling capacity and capacity of remote sensor systems (WSNs). Be that as it may, because of the feeble correspondence capacity of WSNs, how to transfer the detected information the Cloud inside the constrained occasion turns into a block sensor-cloud framework. To take care of issue, we suggest to utilize various versatile sinks to help with information transferring beginning WSNs to Cloud. A productive calculation is intended to plan the various versatile sinks, with a few demonstrable property. We lead broad recreations to assess the exhibition projected calculation. The outcomes demonstrate that our calculation can transfer the information from WSNs to Cloud inside the restricted inactivity as well as limit the vitality utilization too. 1.2 SYSTEM DESIGN Fig 1: System Architecture Beneath design chart speak to fundamentally watercourse of solicitation as of the patrons to record during servers. In this circumstances generally speaking structure is planned in three level separately utilize three layer called preamble level, business layer, information attach level. This undertaking be created utilize stage plan. The three-level programming engineering (a three level intend) developed during the 1990s to beat constraints of two-level engineering. Third stage (center stage server) is among the UI (customer) as well as the in sequence the board (server) segment. This center level give procedure the board anywhere commerce basis as well as guidelines are executed and preserve outfit many clients (when contrasted with just 100 clients with the two level engineering) by charitable capacities, for instance, coating,
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7685 appliance effecting, as well as record organizing. 2. IMPLEMENTATION DETAILES 2.1MODULES 1 DATA OWNER 2 FOGSERVER 3 CLOUD SERVER 1 DATA OWNER Record proprietor will enlist with application and login with legitimate client name and secret phrase if confirmation is fruitful customer can transfer documents to cloud server through mist server by keeping 1 percent of encoded information at proprietor side and send 99 percent information to mist server for further preparing. Information proprietor will have consent to offer key to client who needs to get to information alongside 1 percent information. In this procedure information proprietor will get data of any sort of movement happening to his information which is put away in cloud server. 2 FOGSERVER In this module mist server will go about as little stockpiling server and perform fundamental tasks before sending information to cloud. In this second stage, in the wake of getting the 99% information hinders from client's machine, these information squares will be encoded once more. These information squares will be partitioned into littler information squares and produces new encoding data. Likewise, expecting that 4% information squares and encoding data will be put away in the mist server. The rest of information squares will be transferred to the cloud server. on the spot while consumer insist pro downloading in sequence mist server force confirm and send 4 percent of information to client. 3 CLOUD SERVER Cloud can login with legitimate client name and secret word the distributed storage server gives stockpiling administrations to the enlisted customers for putting away redistributed documents. Capacity server can see subtleties of document transferred by client which is gotten from mist server. In this procedure cloud server will just store 95 percent of information. On the spot while consumer insists for downloading in sequence cloud server will store 95 percent of information. 2.2. Experimental Results Fig 2: Screen appearing home page
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7686 Fig 3: Screen appearing for user registration Fig 4 Encrypt of file data Fig 5: Screen appearing for user registration Upload 4% Data
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 7687 The headway of circulated figuring presents to us a lot of favorable circumstances. Dispersed capacity is an invaluable development which urges customers to develop their ability limit. In any case, distributed storage likewise cause a progression of safe issues. When utilizing distributed storeroom, clients don't really manage the corporeal stockpiling of their information as well as it results in the division of possession and the executives of information. So as to take care of the issue of security insurance in distributed storage, we propose a TLS structure dependent on mist processing replica and plan a Hash-Solomon calculation. Through the hypothetical security examination, the plan is demonstrated to be plausible. By allotting the proportion of information squares put away in various servers sensibly, we preserve guarantee the protection of information in every server. On an additional tender splitting the encoding framework is unthinkable hypothetically. Also, utilizing hash change can secure the fragmentary data. during the analysis test, this plan can productively finish encoding and unraveling without impact of the distributed storage proficiency. Besides, we plan a sensible exhaustive proficiency file, so as to accomplish the most extreme effectiveness, and we likewise find that the Cauchy lattice is progressively productive in code procedure REFERENCES [1] P. Mell and T. Grance, “The NIST definition of cloud computing,” Nat. Inst. Stand. Technol., vol. 53, no. 6, pp. 50–50, 2009. [2] H. T. Dinh, C. Lee, D. Niyato, and P. Wang, “A survey of mobile cloud computing: Architecture, applications, and approaches,” Wireless Commun. Mobile Comput., vol. 13, no. 18, pp. 1587–1611, 2013. [3] J. Chase, R. Kaewpuang, W. Yonggang, and D. Niyato, “Joint virtual machine and bandwidth allocation in software defined network (sdn) and cloud computing environments,” in Proc. IEEE Int. Conf. Commun., 2014, pp. 2969–2974. [4] H. Li, W. Sun, F. Li, and B. Wang, “Secure and privacy- preserving data storage service in public cloud,” J. Comput. Res. Develop., vol. 51, no. 7, pp. 1397–1409, 2014. [5] Y. Li, T. Wang, G. Wang, J. Liang, and H. Chen, “Efficient data collection in sensor-cloud system with multiple mobile sinks,” in Proc. Adv. Serv. Comput., 10th Asia-Pac. Serv. Comput. Conf., 2016, pp. 130–143 BIOGRAPHIES Shivaprasad Assistant Professor. Department of Computer Science and Engineering, Sharnbasva University, Kalaburagi, Karnataka, INDIA Veerabhadrappa M.Tech student in Computer Science and Engineering, Sharnbasva University, Kalaburagi, Karnataka, INDIA 3. CONCLUSION