ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that inclu... more ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that include infrastructures, software, applications, and services are an essential requirement for extending many existing applications of the Cloud Platform. Providing scalable database services is an essential requirement for extending many existing applications of the Cloud platform. People can only enjoy the full benefits of Cloud computing if we can provide fast retrieval of data from cloud. Scanning is suitable for the analysis of large data sets while index-based access is more preferred for online transactional queries. Existing indexing framework on the Cloud systems seek to improve recovery failure and concurrent access. In this paper, it explores an alternative solution, proposing an indexing scheme for the Cloud system based on the structured Overlay. This indexing scheme reduces the amount of Space requirement inside the Cloud and provides the solution for recovery and facilitates the deployment of database back-end application with concurrent access.
Intelligent evaluation as an important branch in the field of artificial intelligence is a decisi... more Intelligent evaluation as an important branch in the field of artificial intelligence is a decision-making process of simulating the domain experts to solve complex problems. In this paper, a kind of intelligent evaluation method is proposed and applied in the students result analysis based on Decision tree classification.
There are many authentication schemes in the current state. Some of them are based on user's phys... more There are many authentication schemes in the current state. Some of them are based on user's physical and behavioral properties, and some other authentication schemes are based on user's knowledge such as textual and graphical passwords. Moreover, there are some other important authentication schemes that are based on what you have, such as smart cards. GRAF password is an authentication scheme based on virtual environment by adding it as a response to actions performed on an object. Therefore, the resulted password space becomes very large compared to any existing authentication schemes.
This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is us... more This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is used in the data base system lab and performed SQL queries based many concepts like Data Definition Language Commands (DDL), Data Modification Language Commands ((DML), Views, Integrity Constraints, Aggregate functions, Joins and Abstract type. While performing practical during the lab session, many problems occurred, in order to solve them many text books and websites referred but couldn't obtain expected help from them. Even though by spending much time in the database labs with Oracle 10g, tried in numerous ways, as a final point expected output is achieved. This paper describes annotations which were experimentally proved in the Database lab.
This paper presents a case study on the application of cause effect graph for representing the co... more This paper presents a case study on the application of cause effect graph for representing the college placement process. This paper begins with giving a brief overview of the college placement process which will serve as the basis for developing the cause effect graph and the decision table for the same in a systematic manner. Finally, it concludes with the design of test cases thus giving a complete and clear representation about the application of cause-effect graph in the software testing domain.
Virtualization is one of the biggest buzzwords of the technology industry right at this moment. T... more Virtualization is one of the biggest buzzwords of the technology industry right at this moment. The fast growth in storage capacity and processing power in enterprise installations coupled with the need for high availability, requires Storage Area Network (SAN) architecture to provide seamless addition of storage and performance elements without downtime. The usual goal of virtualization is to centralize administrative tasks while improving scalability and work loads. This paper, describing about new proposed method for virtualization, which would be overcome limitations of existed methods for storage virtualization.
Web usage mining: automatic discovery of patterns in clickstreams and associated data collected o... more Web usage mining: automatic discovery of patterns in clickstreams and associated data collected or generated as a result of user interactions with one or more Web sites. This paper describes web usage mining for our college log files to analyze the behavioral patterns and profiles of users interacting with a Web site. The discovered patterns are represented as clusters that are frequently accessed by groups of visitors with common interests. In this paper, the visitors and hits were forecasted to predict the further access statistics.
Most of studies for mining frequent patterns are based on constructing tree for arranging the ite... more Most of studies for mining frequent patterns are based on constructing tree for arranging the items to mine frequent patterns. Many algorithms proposed recently have been motivated by FP-Growth (Frequent Pattern Growth) process and uses an FP-Tree (Frequent Pattern Tree) to mine frequent patterns. In this paper we propose algorithm called FP-Growth-Graph and CATS Tree which uses graph and tree data structure to arrange the items for mining frequent item sets. CATS Tree extends the idea of FP Tree to improve storage compression and allow frequent pattern mining without generation of candidate itemsets.FP-Growth-Graph contain three main part, first is to scan the database only once ,the second is to prune non-frequent item and then construct FP-Graph.
ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that inclu... more ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that include infrastructures, software, applications, and services are an essential requirement for extending many existing applications of the Cloud Platform. Providing scalable database services is an essential requirement for extending many existing applications of the Cloud platform. People can only enjoy the full benefits of Cloud computing if we can provide fast retrieval of data from cloud. Scanning is suitable for the analysis of large data sets while index-based access is more preferred for online transactional queries. Existing indexing framework on the Cloud systems seek to improve recovery failure and concurrent access. In this paper, it explores an alternative solution, proposing an indexing scheme for the Cloud system based on the structured Overlay. This indexing scheme reduces the amount of Space requirement inside the Cloud and provides the solution for recovery and facilitates the deployment of database back-end application with concurrent access.
A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific the... more A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific theories. However, in software development these test beds can be specified hardware and software environment for the application under test. Though the existing open source test bed environments in Integrated Development Environment (IDE)s are capable of supporting the development of Java application types, test reports are generated by third party developers. They do not enhance the utility and the performance of the system constructed. Our proposed system, we have created a customized test bed environment for core java application programs used to generate the test case report using generated control flow graph. This can be obtained by developing a new mini compiler with additional features.
There are many authentication schemes in the current state. Some of them are based on user's phys... more There are many authentication schemes in the current state. Some of them are based on user's physical and behavioral properties, and some other authentication schemes are based on user's knowledge such as textual and graphical passwords. Moreover, there are some other important authentication schemes that are based on what you have, such as smart cards. GRAF password is an authentication scheme based on virtual environment by adding it as a response to actions performed on an object. Therefore, the resulted password space becomes very large compared to any existing authentication schemes.
This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is us... more This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is used in the data base system lab and performed SQL queries based many concepts like Data Definition Language Commands (DDL), Data Modification Language Commands ((DML), Views, Integrity Constraints, Aggregate functions, Joins and Abstract type . While performing practical during the lab session, many problems occurred, in order to solve them many text books and websites referred but couldn't obtain expected help from them. Even though by spending much time in the database labs with Oracle 10g, tried in numerous ways, as a final point expected output is achieved. This paper describes annotations which were experimentally proved in the Database lab.
This paper presents a case study on the application of cause effect graph for representing the co... more This paper presents a case study on the application of cause effect graph for representing the college placement process. This paper begins with giving a brief overview of the college placement process which will serve as the basis for developing the cause effect graph and the decision table for the same in a systematic manner. Finally, it concludes with the design of test cases thus giving a complete and clear representation about the application of cause-effect graph in the software testing domain.
Virtualization is one of the biggest buzzwords of the technology industry right at this moment. T... more Virtualization is one of the biggest buzzwords of the technology industry right at this moment. The fast growth in storage capacity and processing power in enterprise installations coupled with the need for high availability, requires Storage Area Network (SAN) architecture to provide seamless addition of storage and performance elements without downtime. The usual goal of virtualization is to centralize administrative tasks while improving scalability and work loads. This paper, describing about new proposed method for virtualization, which would be overcome limitations of existed methods for storage virtualization.
Web usage mining: automatic discovery of patterns in clickstreams and associated data collected o... more Web usage mining: automatic discovery of patterns in clickstreams and associated data collected or generated as a result of user interactions with one or more Web sites. This paper describes web usage mining for our college log files to analyze the behavioral patterns and profiles of users interacting with a Web site. The discovered patterns are represented as clusters that are frequently accessed by groups of visitors with common interests. In this paper, the visitors and hits were forecasted to predict the further access statistics.
A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific the... more A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific theories. However, in software development these test beds can be specified hardware and software environment for the application under test. Though the existing open source test bed environments in Integrated Development Environment (IDE)s are capable of supporting the development of Java application types, test reports are generated by third party developers. They do not enhance the utility and the performance of the system constructed. Our proposed system, we have created a customized test bed environment for core java application programs used to generate the test case report using generated control flow graph. This can be obtained by developing a new mini compiler with additional features.
Most of studies for mining frequent patterns are based on constructing tree for arranging the ite... more Most of studies for mining frequent patterns are based on constructing tree for arranging the items to mine frequent patterns. Many algorithms proposed recently have been motivated by FP-Growth (Frequent Pattern Growth) process and uses an FP-Tree (Frequent Pattern Tree) to mine frequent patterns. In this paper we propose algorithm called FP-Growth-Graph and CATS Tree which uses graph and tree data structure to arrange the items for mining frequent item sets. CATS Tree extends the idea of FP Tree to improve storage compression and allow frequent pattern mining without generation of candidate itemsets.FP-Growth-Graph contain three main part, first is to scan the database only once ,the second is to prune non-frequent item and then construct FP-Graph.
Intelligent evaluation as an important branch in the field of artificial intelligence is a decisi... more Intelligent evaluation as an important branch in the field of artificial intelligence is a decision-making process of simulating the domain experts to solve complex problems. In this paper, a kind of intelligent evaluation method is proposed and applied in the students result analysis based on Decision tree classification.
ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that inclu... more ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that include infrastructures, software, applications, and services are an essential requirement for extending many existing applications of the Cloud Platform. Providing scalable database services is an essential requirement for extending many existing applications of the Cloud platform. People can only enjoy the full benefits of Cloud computing if we can provide fast retrieval of data from cloud. Scanning is suitable for the analysis of large data sets while index-based access is more preferred for online transactional queries. Existing indexing framework on the Cloud systems seek to improve recovery failure and concurrent access. In this paper, it explores an alternative solution, proposing an indexing scheme for the Cloud system based on the structured Overlay. This indexing scheme reduces the amount of Space requirement inside the Cloud and provides the solution for recovery and facilitates the deployment of database back-end application with concurrent access.
Intelligent evaluation as an important branch in the field of artificial intelligence is a decisi... more Intelligent evaluation as an important branch in the field of artificial intelligence is a decision-making process of simulating the domain experts to solve complex problems. In this paper, we put forward a kind of intelligent evaluation method based on clustering, which can be used to mine different groups of teachers and evaluate the teaching quality automatically. Clustering analysis method is one of the main analytical methods in data mining, which influences the clustering results directly. In this paper Firstly, we do some improvement on traditional K-means clustering due to its shortcomings. Secondly, we propose a model or teaching quality evaluation based on improved K-means clustering.
ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that inclu... more ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that include infrastructures, software, applications, and services are an essential requirement for extending many existing applications of the Cloud Platform. Providing scalable database services is an essential requirement for extending many existing applications of the Cloud platform. People can only enjoy the full benefits of Cloud computing if we can provide fast retrieval of data from cloud. Scanning is suitable for the analysis of large data sets while index-based access is more preferred for online transactional queries. Existing indexing framework on the Cloud systems seek to improve recovery failure and concurrent access. In this paper, it explores an alternative solution, proposing an indexing scheme for the Cloud system based on the structured Overlay. This indexing scheme reduces the amount of Space requirement inside the Cloud and provides the solution for recovery and facilitates the deployment of database back-end application with concurrent access.
Intelligent evaluation as an important branch in the field of artificial intelligence is a decisi... more Intelligent evaluation as an important branch in the field of artificial intelligence is a decision-making process of simulating the domain experts to solve complex problems. In this paper, a kind of intelligent evaluation method is proposed and applied in the students result analysis based on Decision tree classification.
There are many authentication schemes in the current state. Some of them are based on user's phys... more There are many authentication schemes in the current state. Some of them are based on user's physical and behavioral properties, and some other authentication schemes are based on user's knowledge such as textual and graphical passwords. Moreover, there are some other important authentication schemes that are based on what you have, such as smart cards. GRAF password is an authentication scheme based on virtual environment by adding it as a response to actions performed on an object. Therefore, the resulted password space becomes very large compared to any existing authentication schemes.
This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is us... more This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is used in the data base system lab and performed SQL queries based many concepts like Data Definition Language Commands (DDL), Data Modification Language Commands ((DML), Views, Integrity Constraints, Aggregate functions, Joins and Abstract type. While performing practical during the lab session, many problems occurred, in order to solve them many text books and websites referred but couldn't obtain expected help from them. Even though by spending much time in the database labs with Oracle 10g, tried in numerous ways, as a final point expected output is achieved. This paper describes annotations which were experimentally proved in the Database lab.
This paper presents a case study on the application of cause effect graph for representing the co... more This paper presents a case study on the application of cause effect graph for representing the college placement process. This paper begins with giving a brief overview of the college placement process which will serve as the basis for developing the cause effect graph and the decision table for the same in a systematic manner. Finally, it concludes with the design of test cases thus giving a complete and clear representation about the application of cause-effect graph in the software testing domain.
Virtualization is one of the biggest buzzwords of the technology industry right at this moment. T... more Virtualization is one of the biggest buzzwords of the technology industry right at this moment. The fast growth in storage capacity and processing power in enterprise installations coupled with the need for high availability, requires Storage Area Network (SAN) architecture to provide seamless addition of storage and performance elements without downtime. The usual goal of virtualization is to centralize administrative tasks while improving scalability and work loads. This paper, describing about new proposed method for virtualization, which would be overcome limitations of existed methods for storage virtualization.
Web usage mining: automatic discovery of patterns in clickstreams and associated data collected o... more Web usage mining: automatic discovery of patterns in clickstreams and associated data collected or generated as a result of user interactions with one or more Web sites. This paper describes web usage mining for our college log files to analyze the behavioral patterns and profiles of users interacting with a Web site. The discovered patterns are represented as clusters that are frequently accessed by groups of visitors with common interests. In this paper, the visitors and hits were forecasted to predict the further access statistics.
Most of studies for mining frequent patterns are based on constructing tree for arranging the ite... more Most of studies for mining frequent patterns are based on constructing tree for arranging the items to mine frequent patterns. Many algorithms proposed recently have been motivated by FP-Growth (Frequent Pattern Growth) process and uses an FP-Tree (Frequent Pattern Tree) to mine frequent patterns. In this paper we propose algorithm called FP-Growth-Graph and CATS Tree which uses graph and tree data structure to arrange the items for mining frequent item sets. CATS Tree extends the idea of FP Tree to improve storage compression and allow frequent pattern mining without generation of candidate itemsets.FP-Growth-Graph contain three main part, first is to scan the database only once ,the second is to prune non-frequent item and then construct FP-Graph.
ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that inclu... more ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that include infrastructures, software, applications, and services are an essential requirement for extending many existing applications of the Cloud Platform. Providing scalable database services is an essential requirement for extending many existing applications of the Cloud platform. People can only enjoy the full benefits of Cloud computing if we can provide fast retrieval of data from cloud. Scanning is suitable for the analysis of large data sets while index-based access is more preferred for online transactional queries. Existing indexing framework on the Cloud systems seek to improve recovery failure and concurrent access. In this paper, it explores an alternative solution, proposing an indexing scheme for the Cloud system based on the structured Overlay. This indexing scheme reduces the amount of Space requirement inside the Cloud and provides the solution for recovery and facilitates the deployment of database back-end application with concurrent access.
A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific the... more A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific theories. However, in software development these test beds can be specified hardware and software environment for the application under test. Though the existing open source test bed environments in Integrated Development Environment (IDE)s are capable of supporting the development of Java application types, test reports are generated by third party developers. They do not enhance the utility and the performance of the system constructed. Our proposed system, we have created a customized test bed environment for core java application programs used to generate the test case report using generated control flow graph. This can be obtained by developing a new mini compiler with additional features.
There are many authentication schemes in the current state. Some of them are based on user's phys... more There are many authentication schemes in the current state. Some of them are based on user's physical and behavioral properties, and some other authentication schemes are based on user's knowledge such as textual and graphical passwords. Moreover, there are some other important authentication schemes that are based on what you have, such as smart cards. GRAF password is an authentication scheme based on virtual environment by adding it as a response to actions performed on an object. Therefore, the resulted password space becomes very large compared to any existing authentication schemes.
This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is us... more This paper describes practical observations during the Database system Lab. Oracle 10g DBMS is used in the data base system lab and performed SQL queries based many concepts like Data Definition Language Commands (DDL), Data Modification Language Commands ((DML), Views, Integrity Constraints, Aggregate functions, Joins and Abstract type . While performing practical during the lab session, many problems occurred, in order to solve them many text books and websites referred but couldn't obtain expected help from them. Even though by spending much time in the database labs with Oracle 10g, tried in numerous ways, as a final point expected output is achieved. This paper describes annotations which were experimentally proved in the Database lab.
This paper presents a case study on the application of cause effect graph for representing the co... more This paper presents a case study on the application of cause effect graph for representing the college placement process. This paper begins with giving a brief overview of the college placement process which will serve as the basis for developing the cause effect graph and the decision table for the same in a systematic manner. Finally, it concludes with the design of test cases thus giving a complete and clear representation about the application of cause-effect graph in the software testing domain.
Virtualization is one of the biggest buzzwords of the technology industry right at this moment. T... more Virtualization is one of the biggest buzzwords of the technology industry right at this moment. The fast growth in storage capacity and processing power in enterprise installations coupled with the need for high availability, requires Storage Area Network (SAN) architecture to provide seamless addition of storage and performance elements without downtime. The usual goal of virtualization is to centralize administrative tasks while improving scalability and work loads. This paper, describing about new proposed method for virtualization, which would be overcome limitations of existed methods for storage virtualization.
Web usage mining: automatic discovery of patterns in clickstreams and associated data collected o... more Web usage mining: automatic discovery of patterns in clickstreams and associated data collected or generated as a result of user interactions with one or more Web sites. This paper describes web usage mining for our college log files to analyze the behavioral patterns and profiles of users interacting with a Web site. The discovered patterns are represented as clusters that are frequently accessed by groups of visitors with common interests. In this paper, the visitors and hits were forecasted to predict the further access statistics.
A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific the... more A Test Bed Environment allows for rigorous, transparent, and replicable testing of scientific theories. However, in software development these test beds can be specified hardware and software environment for the application under test. Though the existing open source test bed environments in Integrated Development Environment (IDE)s are capable of supporting the development of Java application types, test reports are generated by third party developers. They do not enhance the utility and the performance of the system constructed. Our proposed system, we have created a customized test bed environment for core java application programs used to generate the test case report using generated control flow graph. This can be obtained by developing a new mini compiler with additional features.
Most of studies for mining frequent patterns are based on constructing tree for arranging the ite... more Most of studies for mining frequent patterns are based on constructing tree for arranging the items to mine frequent patterns. Many algorithms proposed recently have been motivated by FP-Growth (Frequent Pattern Growth) process and uses an FP-Tree (Frequent Pattern Tree) to mine frequent patterns. In this paper we propose algorithm called FP-Growth-Graph and CATS Tree which uses graph and tree data structure to arrange the items for mining frequent item sets. CATS Tree extends the idea of FP Tree to improve storage compression and allow frequent pattern mining without generation of candidate itemsets.FP-Growth-Graph contain three main part, first is to scan the database only once ,the second is to prune non-frequent item and then construct FP-Graph.
Intelligent evaluation as an important branch in the field of artificial intelligence is a decisi... more Intelligent evaluation as an important branch in the field of artificial intelligence is a decision-making process of simulating the domain experts to solve complex problems. In this paper, a kind of intelligent evaluation method is proposed and applied in the students result analysis based on Decision tree classification.
ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that inclu... more ABSTRACt—Cloud Computing is evolving as a key computing Platform for sharing resources that include infrastructures, software, applications, and services are an essential requirement for extending many existing applications of the Cloud Platform. Providing scalable database services is an essential requirement for extending many existing applications of the Cloud platform. People can only enjoy the full benefits of Cloud computing if we can provide fast retrieval of data from cloud. Scanning is suitable for the analysis of large data sets while index-based access is more preferred for online transactional queries. Existing indexing framework on the Cloud systems seek to improve recovery failure and concurrent access. In this paper, it explores an alternative solution, proposing an indexing scheme for the Cloud system based on the structured Overlay. This indexing scheme reduces the amount of Space requirement inside the Cloud and provides the solution for recovery and facilitates the deployment of database back-end application with concurrent access.
Intelligent evaluation as an important branch in the field of artificial intelligence is a decisi... more Intelligent evaluation as an important branch in the field of artificial intelligence is a decision-making process of simulating the domain experts to solve complex problems. In this paper, we put forward a kind of intelligent evaluation method based on clustering, which can be used to mine different groups of teachers and evaluate the teaching quality automatically. Clustering analysis method is one of the main analytical methods in data mining, which influences the clustering results directly. In this paper Firstly, we do some improvement on traditional K-means clustering due to its shortcomings. Secondly, we propose a model or teaching quality evaluation based on improved K-means clustering.
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