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INTEGRITY FOR JOIN QUERIES IN THE CLOUD 
ABSTRACT: 
We address the problem of providing users with the ability 
to assess the integrity of join results produced by external 
computational providers and computed over externally stored 
databases. Our approach relies on different mutually supporting 
techniques offering strong integrity protection guarantees at a 
limited cost. The application of the approach is completely 
transparent to the computational provider, against which data 
and query confidentiality are preserved. The paper introduces 
our techniques analytically, examining their protection 
guarantees and performance. It also illustrates experimental 
results, which confirm the effectiveness and efficiency of our 
solutions.
EXISTING SYSTEM: 
Cloud technology has become the reference paradigm for 
the realization of large-scale storage and computational services. 
However, although extremely appealing in terms of functionality 
and economic advantages, cloud technology can see effective 
and widespread exploitation only if users have guarantees on the 
correct and proper working of the external services. The 
problem of providing integrity and confidentiality guarantees in 
distributed settings has been receiving considerable attention in 
recent years. Most solutions have addressed the protection of 
data confidentiality, typically against honest-but-curious servers 
and assuming a single cloud provider. Work addressing integrity 
protection has mainly considered the problem of detecting 
possible misbehavior of the server storing the data, often 
assuming prior knowledge of the user on the data externally 
stored.
DISADVANTAGES OF EXISTING SYSTEM: 
· Its solutions have addressed the protection of data 
confidentiality only. 
· It does not address the integrity protection. 
· It is not cost effective. 
PROPOSED SYSTEM: 
Proposed system has focused on solutions assuming a 
single provider of cloud services, the market shows today a clear 
evolution toward the creation of a varied ecosystem, with the 
availability of a multitude of services managed by independent 
providers allowing selective adoption of functional abilities 
(e.g., Amazon Web Services differentiates between Amazon S3 
dedicated to storage and Amazon EC2 dedicated to 
computation). This evolution enables distinguishing between: 
providers of storage services, which offer continuous availability 
of stored data, with high bandwidth and reliability guarantees; 
and providers of computational services, which offer access to
inexpensive virtualized machines, with high elasticity and 
support for efficient execution of computationally intensive 
services. This separation and the increased use of cloud 
technology can enable the development of applications that 
integrate data and functions hosted by different service 
providers. 
ADVANTAGES OF PROPOSED SYSTEM: 
· It providing integrity guarantees, as well as ensuring data 
confidentiality. 
· It enabling the cost benefits of public cloud providers and 
the level of trust that can be obtained from a private 
infrastructure. 
· It enabling users to acquire services from different 
providers with a significant economic gain.
SYSTEM CONFIGURATION:- 
HARDWARE REQUIREMENTS:- 
 Processor - Pentium –IV 
 Speed - 1.1 Ghz 
 RAM - 512 MB(min) 
 Hard Disk - 40 GB 
 Key Board - Standard Windows Keyboard 
 Mouse - Two or Three Button Mouse 
 Monitor - LCD/LED 
SOFTWARE REQUIREMENTS: 
• Operating system : Windows XP 
• Coding Language : Java
• 
• 
• 
Data Base : MySQL 
• Tool : Net Beans IDE 
REFERENCE: 
Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Stefano Paraboschi 
and Pierangela Samarati “Integrity for Join Queries in the Cloud” IEEE 
TRANSACTIONS ON CLOUD COMPUTING, VOL. 1, NO. X, XXXXXXX 
2013
• 
• 
• 
Data Base : MySQL 
• Tool : Net Beans IDE 
REFERENCE: 
Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Stefano Paraboschi 
and Pierangela Samarati “Integrity for Join Queries in the Cloud” IEEE 
TRANSACTIONS ON CLOUD COMPUTING, VOL. 1, NO. X, XXXXXXX 
2013

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Integrity for join queries in the cloud

  • 1. INTEGRITY FOR JOIN QUERIES IN THE CLOUD ABSTRACT: We address the problem of providing users with the ability to assess the integrity of join results produced by external computational providers and computed over externally stored databases. Our approach relies on different mutually supporting techniques offering strong integrity protection guarantees at a limited cost. The application of the approach is completely transparent to the computational provider, against which data and query confidentiality are preserved. The paper introduces our techniques analytically, examining their protection guarantees and performance. It also illustrates experimental results, which confirm the effectiveness and efficiency of our solutions.
  • 2. EXISTING SYSTEM: Cloud technology has become the reference paradigm for the realization of large-scale storage and computational services. However, although extremely appealing in terms of functionality and economic advantages, cloud technology can see effective and widespread exploitation only if users have guarantees on the correct and proper working of the external services. The problem of providing integrity and confidentiality guarantees in distributed settings has been receiving considerable attention in recent years. Most solutions have addressed the protection of data confidentiality, typically against honest-but-curious servers and assuming a single cloud provider. Work addressing integrity protection has mainly considered the problem of detecting possible misbehavior of the server storing the data, often assuming prior knowledge of the user on the data externally stored.
  • 3. DISADVANTAGES OF EXISTING SYSTEM: · Its solutions have addressed the protection of data confidentiality only. · It does not address the integrity protection. · It is not cost effective. PROPOSED SYSTEM: Proposed system has focused on solutions assuming a single provider of cloud services, the market shows today a clear evolution toward the creation of a varied ecosystem, with the availability of a multitude of services managed by independent providers allowing selective adoption of functional abilities (e.g., Amazon Web Services differentiates between Amazon S3 dedicated to storage and Amazon EC2 dedicated to computation). This evolution enables distinguishing between: providers of storage services, which offer continuous availability of stored data, with high bandwidth and reliability guarantees; and providers of computational services, which offer access to
  • 4. inexpensive virtualized machines, with high elasticity and support for efficient execution of computationally intensive services. This separation and the increased use of cloud technology can enable the development of applications that integrate data and functions hosted by different service providers. ADVANTAGES OF PROPOSED SYSTEM: · It providing integrity guarantees, as well as ensuring data confidentiality. · It enabling the cost benefits of public cloud providers and the level of trust that can be obtained from a private infrastructure. · It enabling users to acquire services from different providers with a significant economic gain.
  • 5. SYSTEM CONFIGURATION:- HARDWARE REQUIREMENTS:-  Processor - Pentium –IV  Speed - 1.1 Ghz  RAM - 512 MB(min)  Hard Disk - 40 GB  Key Board - Standard Windows Keyboard  Mouse - Two or Three Button Mouse  Monitor - LCD/LED SOFTWARE REQUIREMENTS: • Operating system : Windows XP • Coding Language : Java
  • 6. • • • Data Base : MySQL • Tool : Net Beans IDE REFERENCE: Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Stefano Paraboschi and Pierangela Samarati “Integrity for Join Queries in the Cloud” IEEE TRANSACTIONS ON CLOUD COMPUTING, VOL. 1, NO. X, XXXXXXX 2013
  • 7. • • • Data Base : MySQL • Tool : Net Beans IDE REFERENCE: Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Stefano Paraboschi and Pierangela Samarati “Integrity for Join Queries in the Cloud” IEEE TRANSACTIONS ON CLOUD COMPUTING, VOL. 1, NO. X, XXXXXXX 2013