Secure optimization computation outsourcing in cloud computing a case study of linear programming
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Conrad Connect lets users interconnect smart devices from different ecosystems with online services. It provides customized dashboards to visualise data from different vendors. It also allows users to build advanced automation rules or to control devices and services using voice and smart bots.
Conrad Connect application is built on top of the waylay platform and it is managed and deployed in the Google cloud.
With close to 100K connected devices, 20 million API calls a day and few billion metrics per week stored, many challenges need to be addressed: How to constantly scale up the platform with exponential growth of the users? How to manage deployments, new releases and upgrades?
In this talk you will learn more how waylay leverages some of the latest Google technologies to address these challenges
For further details contact:
N.RAJASEKARAN B.E M.S 9841091117,9840103301.
IMPULSE TECHNOLOGIES,
Old No 251, New No 304,
2nd Floor,
Arcot road ,
Vadapalani ,
Chennai-26.
www.impulse.net.in
Email: ieeeprojects@yahoo.com/ imbpulse@gmail.com
Google Cloud infrastructure in Conrad Connect by Google & waylayVeselin Pizurica
Conrad Connect lets users interconnect smart devices from different ecosystems with online services. It provides customized dashboards to visualise data from different vendors. It also allows users to build advanced automation rules or to control devices and services using voice and smart bots.
Conrad Connect application is built on top of the waylay platform and it is managed and deployed in the Google cloud.
With close to 100K connected devices, 20 million API calls a day and few billion metrics per week stored, many challenges need to be addressed: How to constantly scale up the platform with exponential growth of the users? How to manage deployments, new releases and upgrades?
In this talk you will learn more how waylay leverages some of the latest Google technologies to address these challenges
WHAT IS ANDROID? Android is a mobile operating system (OS) based on the Linux kernel and currently developed by Google. With a user interface based on direct manipulation, Android is designed primarily for touchscreen mobile devices such as smartphones and tablet computers, with specialized user interfaces for televisions (Android TV), cars (Android Auto), and wrist watches (Android Wear).
Android is a software stack for mobile devices that includes an operating system, middleware and key applications. Android is a software platform and operating system for mobile devices based on the Linux operating system and developed by Google and the Open Handset Alliance. It allows developers to write managed code in a Java-like language that utilizes Google-developed Java libraries, but does not support programs developed in native code.
Braingate is an electrode chip which can be implemented in the brain. When it is implemented in brain, the electrical signal exchanged by neurons within the brain. Those signals are sent to the brain and it executes body movement. All the signalling process is handled by special software. The signal sends to the computer and then the computer is controlled by patient.
My presentation on Android in my collegeSneha Lata
Hi everyone.....i am studying diploma in IT,i just love to know new technologies....
i have made this presentation first time on the day of Seminar presentation in my college...... i had put my efforts for doing my best......but still there may be some mistakes....just wanna share this one...hope you will like this.....thank you.. :)
WHAT IS ANDROID? Android is a mobile operating system (OS) based on the Linux kernel and currently developed by Google. With a user interface based on direct manipulation, Android is designed primarily for touchscreen mobile devices such as smartphones and tablet computers, with specialized user interfaces for televisions (Android TV), cars (Android Auto), and wrist watches (Android Wear).
Android is a software stack for mobile devices that includes an operating system, middleware and key applications. Android is a software platform and operating system for mobile devices based on the Linux operating system and developed by Google and the Open Handset Alliance. It allows developers to write managed code in a Java-like language that utilizes Google-developed Java libraries, but does not support programs developed in native code.
Braingate is an electrode chip which can be implemented in the brain. When it is implemented in brain, the electrical signal exchanged by neurons within the brain. Those signals are sent to the brain and it executes body movement. All the signalling process is handled by special software. The signal sends to the computer and then the computer is controlled by patient.
My presentation on Android in my collegeSneha Lata
Hi everyone.....i am studying diploma in IT,i just love to know new technologies....
i have made this presentation first time on the day of Seminar presentation in my college...... i had put my efforts for doing my best......but still there may be some mistakes....just wanna share this one...hope you will like this.....thank you.. :)
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...IEEEGLOBALSOFTTECHNOLOGIES
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Harnessing the cloud for securely outsourcing large scale systems of linear e...IEEEFINALYEARPROJECTS
To Get any Project for CSE, IT ECE, EEE Contact Me @ 09849539085, 09966235788 or mail us - ieeefinalsemprojects@gmail.co¬m-Visit Our Website: www.finalyearprojects.org
For further details contact:
N.RAJASEKARAN B.E M.S 9841091117,9840103301.
IMPULSE TECHNOLOGIES,
Old No 251, New No 304,
2nd Floor,
Arcot road ,
Vadapalani ,
Chennai-26.
To Get any Project for CSE, IT ECE, EEE Contact Me @ 09849539085, 09966235788 or mail us - ieeefinalsemprojects@gmail.co¬m-Visit Our Website: www.finalyearprojects.org
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Secure Outsourcing of Linear Programming in Cloud Computing Environment: A Re...IJERA Editor
Cloud computing provides immense computing power with reduced cost. User can outsource their vast computational work to the cloud and use massive computational power, storage, software, network etc. Despite all these benefits there are still few obstacles in cloud computing regarding confidentiality and integrity of data. Outsourcing and computation compromises the security of data being stored on cloud computing. Considering cloud as insecure platform a system must be designed that protects data by encryption and as well as produces correct result without any cheating resilience with the help of result verification. In this paper, we study the secure outsourcing and computation of linear programming by capturing the effects of arguments which are of first order and that provides practical efficiency. To achieve efficiency linear programming conditions are implemented. The LP computation are done explicitly decomposing LP problem that are run on cloud. The parameters of LPare owned by the customer. For validating the obtained output of computation, we use duality theorem of linear programming that derives the required condition that the result must fulfil.
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
Sybian Technologies Pvt Ltd
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Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
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Mobile Computing
Service Computing
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Bio Medical / Medical Imaging
Contact Details:
Sybian Technologies Pvt Ltd,
No,33/10 Meenakshi Sundaram Building,
Sivaji Street,
(Near T.nagar Bus Terminus)
T.Nagar,
Chennai-600 017
Ph:044 42070551
Mobile No:9790877889,9003254624,7708845605
Mail Id:sybianprojects@gmail.com,sunbeamvijay@yahoo.com
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
Sybian Technologies Pvt Ltd
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PROJECT DOMAIN:
Cloud Computing
Networking
Network Security
PARALLEL AND DISTRIBUTED SYSTEM
Data Mining
Mobile Computing
Service Computing
Software Engineering
Image Processing
Bio Medical / Medical Imaging
Contact Details:
Sybian Technologies Pvt Ltd,
No,33/10 Meenakshi Sundaram Building,
Sivaji Street,
(Near T.nagar Bus Terminus)
T.Nagar,
Chennai-600 017
Ph:044 42070551
Mobile No:9790877889,9003254624,7708845605
Mail Id:sybianprojects@gmail.com,sunbeamvijay@yahoo.com
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
Sybian Technologies Pvt Ltd
Final Year Projects & Real Time live Projects
JAVA(All Domains)
DOTNET(All Domains)
ANDROID
EMBEDDED
VLSI
MATLAB
Project Support
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Supporting Documents, Software E-Books,
Software Development Standards & Procedure
E-Book, Theory Classes, Lab Working Programs, Project Design & Implementation
24/7 lab session
Final Year Projects For BE,ME,B.Sc,M.Sc,B.Tech,BCA,MCA
PROJECT DOMAIN:
Cloud Computing
Networking
Network Security
PARALLEL AND DISTRIBUTED SYSTEM
Data Mining
Mobile Computing
Service Computing
Software Engineering
Image Processing
Bio Medical / Medical Imaging
Contact Details:
Sybian Technologies Pvt Ltd,
No,33/10 Meenakshi Sundaram Building,
Sivaji Street,
(Near T.nagar Bus Terminus)
T.Nagar,
Chennai-600 017
Ph:044 42070551
Mobile No:9790877889,9003254624,7708845605
Mail Id:sybianprojects@gmail.com,sunbeamvijay@yahoo.com
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
Sybian Technologies Pvt Ltd
Final Year Projects & Real Time live Projects
JAVA(All Domains)
DOTNET(All Domains)
ANDROID
EMBEDDED
VLSI
MATLAB
Project Support
Abstract, Diagrams, Review Details, Relevant Materials, Presentation,
Supporting Documents, Software E-Books,
Software Development Standards & Procedure
E-Book, Theory Classes, Lab Working Programs, Project Design & Implementation
24/7 lab session
Final Year Projects For BE,ME,B.Sc,M.Sc,B.Tech,BCA,MCA
PROJECT DOMAIN:
Cloud Computing
Networking
Network Security
PARALLEL AND DISTRIBUTED SYSTEM
Data Mining
Mobile Computing
Service Computing
Software Engineering
Image Processing
Bio Medical / Medical Imaging
Contact Details:
Sybian Technologies Pvt Ltd,
No,33/10 Meenakshi Sundaram Building,
Sivaji Street,
(Near T.nagar Bus Terminus)
T.Nagar,
Chennai-600 017
Ph:044 42070551
Mobile No:9790877889,9003254624,7708845605
Mail Id:sybianprojects@gmail.com,sunbeamvijay@yahoo.com
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
Sybian Technologies Pvt Ltd
Final Year Projects & Real Time live Projects
JAVA(All Domains)
DOTNET(All Domains)
ANDROID
EMBEDDED
VLSI
MATLAB
Project Support
Abstract, Diagrams, Review Details, Relevant Materials, Presentation,
Supporting Documents, Software E-Books,
Software Development Standards & Procedure
E-Book, Theory Classes, Lab Working Programs, Project Design & Implementation
24/7 lab session
Final Year Projects For BE,ME,B.Sc,M.Sc,B.Tech,BCA,MCA
PROJECT DOMAIN:
Cloud Computing
Networking
Network Security
PARALLEL AND DISTRIBUTED SYSTEM
Data Mining
Mobile Computing
Service Computing
Software Engineering
Image Processing
Bio Medical / Medical Imaging
Contact Details:
Sybian Technologies Pvt Ltd,
No,33/10 Meenakshi Sundaram Building,
Sivaji Street,
(Near T.nagar Bus Terminus)
T.Nagar,
Chennai-600 017
Ph:044 42070551
Mobile No:9790877889,9003254624,7708845605
Mail Id:sybianprojects@gmail.com,sunbeamvijay@yahoo.com
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Secure optimization computation outsourcing in cloud computing a case study of linear programming
1. Secure Optimization Computation Outsourcing in Cloud Computing: A Case
Study of Linear Programming
Abstract:
Cloud computing enables an economically promising paradigm of computation
outsourcing. However, how to protect customers confidential data processed and
generated during the computation is becoming the major security concern.
Focusing on engineering computing and optimization tasks, this paper
investigates secure outsourcing of widely applicable linear programming (LP)
computations. Our mechanism design explicitly decomposes LP computation
outsourcing into public LP solvers running on the cloud and private LP parameters
owned by the customer. The resulting flexibility allows us to explore appropriate
security/efficiency tradeoff via higher-level abstraction of LP computation than
the general circuit representation. Specifically, by formulating private LP problem
as a set of matrices/vectors, we develop efficient privacy-preserving problem
transformation techniques, which allow customers to transform the original LP
into some random one while protecting sensitive input/output information. To
validate the computation result, we further explore the fundamental duality
theorem of LP and derive the necessary and sufficient conditions that correct
results must satisfy. Such result verification mechanism is very efficient and incurs
close-to-zero additional cost on both cloudserver and customers. Extensive
security analysis and experiment results show the immediate practicability of our
mechanism design.
