SlideShare a Scribd company logo
1 of 4
Download to read offline
Secure Power Grid Simulation on Cloud
Abstract:
Power grid (PG) simulation is critical for analysis and verification of
power supply noises for robust and reliable IC designs. Computational
demands to simulate PG for ICs with increasing complexity is never-
ending. Cloud computing platforms can be leveraged to mitigate costs
associated with making these resources available. However, since
simulation data usually contains sensitive design information, simulating
on third-party platforms lead to major security concerns. In this paper, we
propose a framework for secure PG simulation on Cloud. A transformation
algorithm to hide current excitations is presented, while still allowing a
majority of computations to be completed on Cloud. We employ multiple
compression strategies to significantly reduce communication overheads.
Experiments show that our framework can achieve similar turn-around
time as an insecure simulator on Cloud, while securing current excitations
and output voltage vectors with reasonable communication and
computational overheads.
Existing System:
Complexity of the verification task grows with growing design complexity.
Users of electronic design software are forced to spend heavily to satisfy
the never-ending demand for computing resources. As semiconductor
industries expand their infrastructure for increased and complex
workloads, they also need to manage their systems much more efficiently
in terms of administration, consolidation, and utilization. Even while
design enterprises can afford the hardware expansion costs, many of them
have reached other limitations like data center space, power and cooling
capacities.
Hardware redundancy and obsolescence also need to be considered. The
resulting costs can be several times more than the cost of hardware itself. A
recent study on improving data center efficiency concluded that power and
cooling requirements, rather than floor space are the major inhibitors in
data center expansion.
Proposed System:
Cloud computing can be utilized for PG simulations. However, security is
a vital concern, since outsourcing computations cause users to lose
significant control over their data. In this paper, we investigate secure
outsourcing of system of DAE for a PG network, to a Cloud platform.
We present a technique to transform the excitation waveforms, such that all
computations are performed on transformed patterns and Cloud has no
access to the inputs as well as the outputs of the simulator. In essence, this
secures temporal and spatial power consumption profile of the IC under
consideration, which could leak crucial information on placement of vital
circuit blocks within an IC and their switching activities.
Current variables can be re-ordered to obfuscate spatial information.
However, PGs exhibit a fairly uniform structure. Therefore, a determined
adversary can still reverse the ordering to gain significant insight on the
location of critical blocks. The proposed scheme can be extended to
simulate the PG under multiple input excitations simultaneously, thus
mitigating the costs for the aforementioned transform.
Hardware Requirements:
• System : Pentium IV 2.4 GHz.
• Hard Disk : 40 GB.
• Floppy Drive : 1.44 Mb.
• Monitor : 15 VGA Colour.
• Mouse : Logitech.
• RAM : 256 Mb.
Software Requirements:
• Operating system : - Windows XP.
• Front End : - JSP
• Back End : - SQL Server
Software Requirements:
• Operating system : - Windows XP.
• Front End : - .Net
• Back End : - SQL Server

More Related Content

What's hot

Dotnet distributed processing of probabilistic top-k queries in wireless sen...
Dotnet  distributed processing of probabilistic top-k queries in wireless sen...Dotnet  distributed processing of probabilistic top-k queries in wireless sen...
Dotnet distributed processing of probabilistic top-k queries in wireless sen...Ecway Technologies
 
ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKS
ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKSENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKS
ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKSI3E Technologies
 
Design and analysis of inexact floating point adders
Design and analysis of inexact floating point addersDesign and analysis of inexact floating point adders
Design and analysis of inexact floating point addersjpstudcorner
 
Energy efficient reverse skyline query processing over wireless sensor networks
Energy efficient reverse skyline query processing over wireless sensor networksEnergy efficient reverse skyline query processing over wireless sensor networks
Energy efficient reverse skyline query processing over wireless sensor networksFinalyear Projects
 
Moldable pipelines for CNNs on heterogeneous edge devices
Moldable pipelines for CNNs on heterogeneous edge devicesMoldable pipelines for CNNs on heterogeneous edge devices
Moldable pipelines for CNNs on heterogeneous edge devicesLEGATO project
 
Thermal-aware scheduling of batch jobs in Geographically distributed data cen...
Thermal-aware scheduling of batch jobs in Geographically distributed data cen...Thermal-aware scheduling of batch jobs in Geographically distributed data cen...
Thermal-aware scheduling of batch jobs in Geographically distributed data cen...Papitha Velumani
 
Step by step process of uploading presentation videos
Step by step process of uploading presentation videos Step by step process of uploading presentation videos
Step by step process of uploading presentation videos Hoopeer Hoopeer
 
Semester Project
Semester ProjectSemester Project
Semester ProjectIaaC
 
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...LogicMindtech Nologies
 
Detailed Simulation of Large-Scale Wireless Networks
Detailed Simulation of Large-Scale Wireless NetworksDetailed Simulation of Large-Scale Wireless Networks
Detailed Simulation of Large-Scale Wireless NetworksGabriele D'Angelo
 
Energy efficient routing algorithm in wireless sensor networks
Energy efficient routing algorithm in wireless sensor networksEnergy efficient routing algorithm in wireless sensor networks
Energy efficient routing algorithm in wireless sensor networksAlexander Decker
 
Transforming, testing and explaining smart grid models
Transforming, testing and explaining smart grid modelsTransforming, testing and explaining smart grid models
Transforming, testing and explaining smart grid modelsSteve Ray
 

What's hot (14)

ICIECA 2014 Paper 16
ICIECA 2014 Paper 16ICIECA 2014 Paper 16
ICIECA 2014 Paper 16
 
Dotnet distributed processing of probabilistic top-k queries in wireless sen...
Dotnet  distributed processing of probabilistic top-k queries in wireless sen...Dotnet  distributed processing of probabilistic top-k queries in wireless sen...
Dotnet distributed processing of probabilistic top-k queries in wireless sen...
 
ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKS
ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKSENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKS
ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING FOR CLOUD NETWORKS
 
Design and analysis of inexact floating point adders
Design and analysis of inexact floating point addersDesign and analysis of inexact floating point adders
Design and analysis of inexact floating point adders
 
Energy efficient reverse skyline query processing over wireless sensor networks
Energy efficient reverse skyline query processing over wireless sensor networksEnergy efficient reverse skyline query processing over wireless sensor networks
Energy efficient reverse skyline query processing over wireless sensor networks
 
Moldable pipelines for CNNs on heterogeneous edge devices
Moldable pipelines for CNNs on heterogeneous edge devicesMoldable pipelines for CNNs on heterogeneous edge devices
Moldable pipelines for CNNs on heterogeneous edge devices
 
Hpc with qpu
Hpc with qpuHpc with qpu
Hpc with qpu
 
Thermal-aware scheduling of batch jobs in Geographically distributed data cen...
Thermal-aware scheduling of batch jobs in Geographically distributed data cen...Thermal-aware scheduling of batch jobs in Geographically distributed data cen...
Thermal-aware scheduling of batch jobs in Geographically distributed data cen...
 
Step by step process of uploading presentation videos
Step by step process of uploading presentation videos Step by step process of uploading presentation videos
Step by step process of uploading presentation videos
 
Semester Project
Semester ProjectSemester Project
Semester Project
 
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
Edal an energy efficient, delay-aware, and lifetime-balancing data collection...
 
Detailed Simulation of Large-Scale Wireless Networks
Detailed Simulation of Large-Scale Wireless NetworksDetailed Simulation of Large-Scale Wireless Networks
Detailed Simulation of Large-Scale Wireless Networks
 
Energy efficient routing algorithm in wireless sensor networks
Energy efficient routing algorithm in wireless sensor networksEnergy efficient routing algorithm in wireless sensor networks
Energy efficient routing algorithm in wireless sensor networks
 
Transforming, testing and explaining smart grid models
Transforming, testing and explaining smart grid modelsTransforming, testing and explaining smart grid models
Transforming, testing and explaining smart grid models
 

Similar to Secure power grid simulation on cloud

Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading
Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading
Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading Onyebuchi nosiri
 
5 1-33-1-10-20161221 kennedy
5 1-33-1-10-20161221 kennedy5 1-33-1-10-20161221 kennedy
5 1-33-1-10-20161221 kennedyOnyebuchi nosiri
 
IEEE Networking 2016 Title and Abstract
IEEE Networking 2016 Title and AbstractIEEE Networking 2016 Title and Abstract
IEEE Networking 2016 Title and Abstracttsysglobalsolutions
 
Data Security in Cloud Computing Using Linear Programming
Data Security in Cloud Computing Using Linear ProgrammingData Security in Cloud Computing Using Linear Programming
Data Security in Cloud Computing Using Linear ProgrammingIOSR Journals
 
DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...
DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...
DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...pharmaindexing
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...JPINFOTECH JAYAPRAKASH
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
Low power network on chip architectures: A survey
Low power network on chip architectures: A surveyLow power network on chip architectures: A survey
Low power network on chip architectures: A surveyCSITiaesprime
 
Vlsi 2015 2016 ieee project list-(v)_with abstract
Vlsi 2015 2016 ieee project list-(v)_with abstractVlsi 2015 2016 ieee project list-(v)_with abstract
Vlsi 2015 2016 ieee project list-(v)_with abstractS3 Infotech IEEE Projects
 
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...IEEEGLOBALSOFTTECHNOLOGIES
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...IEEEFINALYEARPROJECTS
 
First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...
First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...
First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...DETER-Project
 
Lecture_IIITD.pptx
Lecture_IIITD.pptxLecture_IIITD.pptx
Lecture_IIITD.pptxachakracu
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Muthu Samy
 

Similar to Secure power grid simulation on cloud (20)

Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading
Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading
Cloud Based Datacenter Network Acceleration Using FPGA for Data-Offloading
 
5 1-33-1-10-20161221 kennedy
5 1-33-1-10-20161221 kennedy5 1-33-1-10-20161221 kennedy
5 1-33-1-10-20161221 kennedy
 
IEEE Networking 2016 Title and Abstract
IEEE Networking 2016 Title and AbstractIEEE Networking 2016 Title and Abstract
IEEE Networking 2016 Title and Abstract
 
Data Security in Cloud Computing Using Linear Programming
Data Security in Cloud Computing Using Linear ProgrammingData Security in Cloud Computing Using Linear Programming
Data Security in Cloud Computing Using Linear Programming
 
DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...
DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...
DEVELOPMENT OF DC SOURCE BASED SYSTEM GENERATOR USING SPWM FOR HIGH SWITCHING...
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)
 
Low power network on chip architectures: A survey
Low power network on chip architectures: A surveyLow power network on chip architectures: A survey
Low power network on chip architectures: A survey
 
Cloud computing for smart grid applications
Cloud computing for smart grid applicationsCloud computing for smart grid applications
Cloud computing for smart grid applications
 
Vlsi 2015 2016 ieee project list-(v)_with abstract
Vlsi 2015 2016 ieee project list-(v)_with abstractVlsi 2015 2016 ieee project list-(v)_with abstract
Vlsi 2015 2016 ieee project list-(v)_with abstract
 
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...
JAVA 2013 IEEE CLOUDCOMPUTING PROJECT Harnessing the cloud for securely outso...
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 
First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...
First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...
First Steps Toward Scientific Cyber-Security Experimentation in Wide-Area Cyb...
 
Lecture_IIITD.pptx
Lecture_IIITD.pptxLecture_IIITD.pptx
Lecture_IIITD.pptx
 
Journal
JournalJournal
Journal
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 
Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...Harnessing the cloud for securely outsourcing large scale systems of linear e...
Harnessing the cloud for securely outsourcing large scale systems of linear e...
 

More from ieeepondy

Demand aware network function placement
Demand aware network function placementDemand aware network function placement
Demand aware network function placementieeepondy
 
Service description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forwardService description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forwardieeepondy
 
Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...ieeepondy
 
Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...ieeepondy
 
Standards for hybrid clouds
Standards for hybrid cloudsStandards for hybrid clouds
Standards for hybrid cloudsieeepondy
 
Rfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configurationRfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configurationieeepondy
 
Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...ieeepondy
 
Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...ieeepondy
 
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...ieeepondy
 
Scalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of thingsScalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of thingsieeepondy
 
Scalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory dataScalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory dataieeepondy
 
Robust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centersRobust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centersieeepondy
 
Privacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learningPrivacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learningieeepondy
 
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...ieeepondy
 
Protection of big data privacy
Protection of big data privacyProtection of big data privacy
Protection of big data privacyieeepondy
 
Power optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ranPower optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ranieeepondy
 
Performance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auctionPerformance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auctionieeepondy
 
Performance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instancesPerformance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instancesieeepondy
 
Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...ieeepondy
 
Predictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacentersPredictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacentersieeepondy
 

More from ieeepondy (20)

Demand aware network function placement
Demand aware network function placementDemand aware network function placement
Demand aware network function placement
 
Service description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forwardService description in the nfv revolution trends, challenges and a way forward
Service description in the nfv revolution trends, challenges and a way forward
 
Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...Secure optimization computation outsourcing in cloud computing a case study o...
Secure optimization computation outsourcing in cloud computing a case study o...
 
Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...Spatial related traffic sign inspection for inventory purposes using mobile l...
Spatial related traffic sign inspection for inventory purposes using mobile l...
 
Standards for hybrid clouds
Standards for hybrid cloudsStandards for hybrid clouds
Standards for hybrid clouds
 
Rfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configurationRfhoc a random forest approach to auto-tuning hadoop's configuration
Rfhoc a random forest approach to auto-tuning hadoop's configuration
 
Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...Resource and instance hour minimization for deadline constrained dag applicat...
Resource and instance hour minimization for deadline constrained dag applicat...
 
Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...Reliable and confidential cloud storage with efficient data forwarding functi...
Reliable and confidential cloud storage with efficient data forwarding functi...
 
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
 
Scalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of thingsScalable cloud–sensor architecture for the internet of things
Scalable cloud–sensor architecture for the internet of things
 
Scalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory dataScalable algorithms for nearest neighbor joins on big trajectory data
Scalable algorithms for nearest neighbor joins on big trajectory data
 
Robust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centersRobust workload and energy management for sustainable data centers
Robust workload and energy management for sustainable data centers
 
Privacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learningPrivacy preserving deep computation model on cloud for big data feature learning
Privacy preserving deep computation model on cloud for big data feature learning
 
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
 
Protection of big data privacy
Protection of big data privacyProtection of big data privacy
Protection of big data privacy
 
Power optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ranPower optimization with bler constraint for wireless fronthauls in c ran
Power optimization with bler constraint for wireless fronthauls in c ran
 
Performance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auctionPerformance aware cloud resource allocation via fitness-enabled auction
Performance aware cloud resource allocation via fitness-enabled auction
 
Performance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instancesPerformance limitations of a text search application running in cloud instances
Performance limitations of a text search application running in cloud instances
 
Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...Performance analysis and optimal cooperative cluster size for randomly distri...
Performance analysis and optimal cooperative cluster size for randomly distri...
 
Predictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacentersPredictive control for energy aware consolidation in cloud datacenters
Predictive control for energy aware consolidation in cloud datacenters
 

Recently uploaded

Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.MateoGardella
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...
SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...
SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...KokoStevan
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxnegromaestrong
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxAreebaZafar22
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 

Recently uploaded (20)

Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...
SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...
SECOND SEMESTER TOPIC COVERAGE SY 2023-2024 Trends, Networks, and Critical Th...
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 

Secure power grid simulation on cloud

  • 1. Secure Power Grid Simulation on Cloud Abstract: Power grid (PG) simulation is critical for analysis and verification of power supply noises for robust and reliable IC designs. Computational demands to simulate PG for ICs with increasing complexity is never- ending. Cloud computing platforms can be leveraged to mitigate costs associated with making these resources available. However, since simulation data usually contains sensitive design information, simulating on third-party platforms lead to major security concerns. In this paper, we propose a framework for secure PG simulation on Cloud. A transformation algorithm to hide current excitations is presented, while still allowing a majority of computations to be completed on Cloud. We employ multiple compression strategies to significantly reduce communication overheads. Experiments show that our framework can achieve similar turn-around time as an insecure simulator on Cloud, while securing current excitations and output voltage vectors with reasonable communication and computational overheads.
  • 2. Existing System: Complexity of the verification task grows with growing design complexity. Users of electronic design software are forced to spend heavily to satisfy the never-ending demand for computing resources. As semiconductor industries expand their infrastructure for increased and complex workloads, they also need to manage their systems much more efficiently in terms of administration, consolidation, and utilization. Even while design enterprises can afford the hardware expansion costs, many of them have reached other limitations like data center space, power and cooling capacities. Hardware redundancy and obsolescence also need to be considered. The resulting costs can be several times more than the cost of hardware itself. A recent study on improving data center efficiency concluded that power and cooling requirements, rather than floor space are the major inhibitors in data center expansion. Proposed System: Cloud computing can be utilized for PG simulations. However, security is a vital concern, since outsourcing computations cause users to lose significant control over their data. In this paper, we investigate secure outsourcing of system of DAE for a PG network, to a Cloud platform. We present a technique to transform the excitation waveforms, such that all computations are performed on transformed patterns and Cloud has no access to the inputs as well as the outputs of the simulator. In essence, this secures temporal and spatial power consumption profile of the IC under consideration, which could leak crucial information on placement of vital circuit blocks within an IC and their switching activities.
  • 3. Current variables can be re-ordered to obfuscate spatial information. However, PGs exhibit a fairly uniform structure. Therefore, a determined adversary can still reverse the ordering to gain significant insight on the location of critical blocks. The proposed scheme can be extended to simulate the PG under multiple input excitations simultaneously, thus mitigating the costs for the aforementioned transform. Hardware Requirements: • System : Pentium IV 2.4 GHz. • Hard Disk : 40 GB. • Floppy Drive : 1.44 Mb. • Monitor : 15 VGA Colour. • Mouse : Logitech. • RAM : 256 Mb. Software Requirements: • Operating system : - Windows XP. • Front End : - JSP • Back End : - SQL Server Software Requirements: • Operating system : - Windows XP.
  • 4. • Front End : - .Net • Back End : - SQL Server