Ashish Vankudre | Shivaji University, Kolhapur, India (original) (raw)
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Papers by Ashish Vankudre
International Journal for Scientific Research & Development IJSRD, 2018
— The present cloud computing time opens another road for organizations to consider moving their ... more — The present cloud computing time opens another road for organizations to consider moving their information data management solutions to cloud. It is demonstrated through recent successful deployments that data management applications are one of the most suitable candidates for deployment in the cloud. Data management in the cloud Computing brings many challenges as well as advantages. This paper represents the current state of data management solutions in the cloud and the current direction of research in Data management in Cloud Computing. It is necessary to contemplate that the cloud-based data management is a very fluid field, which means technologies are changing rapidly. It is also important that industry is investing more as compare to other field of data management, thus making an interesting subject for detailed study.
International Journal of Research Publications in Engineering and Technology [IJRPET], 2017
The last some years there has been a rapid rampant increase in computer processing power, communi... more The last some years there has been a rapid rampant increase in computer processing power, communication, and data storage. Grid is an infrastructure that contains the integrated and collective use of computers, databases, networks and experimental instruments managed and owned by various organizations. Grid computing is a kind of distributed computing whereby a "super and virtual computer" is built of a cluster of networked, loosely coupled computers, working in concert to perform large tasks. Here paper presents an introduction of Grid computing providing wisdom into the gird components, terms, architecture, Grid Types, Applications of grid computing.
— Social networks have been recently empployed as a source of information for event detection, wi... more — Social networks have been recently empployed as a source of information for event detection, with specific reference to road traffic activity congestion and accidents or earthquack reporting system. In our paper, we present a real-time detection of traffic from Twitter stream analysis. The system fetches tweets from Twitter as per a several search criteria; process tweets by applying text mining methods; lastly performs the classification of tweets. The aim is to assign suitable class label to every tweet, as related with an activity of traffic event or not. The traffic detection system or framework was utilized for real-time monitoring of several areas of the Italian street network, taking into consideration detection of traffic events just almost in real time, regularly before online traffic news sites. We employed the support vector machine as a classification model, furthermore, we accomplished an accuracy value of 90.75% by tackling a binar classification issue (traffic versus nontraffic tweets). We were also able to discriminate if traffic is caused by an external event or not, by solving a multiclass classification problem and obtaining accuracy value of 80.89%.
International Journal on Recent and Innovation Trends in Computing and Communication, 2017
— the last some years there has been a rapid rampant increase in computer processing power, commu... more — the last some years there has been a rapid rampant increase in computer processing power, communication, and data storage. Grid is an infrastructure that contains the integrated and collective use of computers, databases, networks and experimental instruments managed and owned by various organizations. Grid computing is a kind of distributed computing whereby a "super and virtual computer" is built of a cluster of networked, loosely coupled computers, working in concert to perform large tasks. Here paper presents an introduction of Grid computing providing wisdom into the gird components, terms, architecture, Grid Types, Applications of grid computing.
International Journal for Scientific Research & Development IJSRD, 2018
— The present cloud computing time opens another road for organizations to consider moving their ... more — The present cloud computing time opens another road for organizations to consider moving their information data management solutions to cloud. It is demonstrated through recent successful deployments that data management applications are one of the most suitable candidates for deployment in the cloud. Data management in the cloud Computing brings many challenges as well as advantages. This paper represents the current state of data management solutions in the cloud and the current direction of research in Data management in Cloud Computing. It is necessary to contemplate that the cloud-based data management is a very fluid field, which means technologies are changing rapidly. It is also important that industry is investing more as compare to other field of data management, thus making an interesting subject for detailed study.
International Journal of Research Publications in Engineering and Technology [IJRPET], 2017
The last some years there has been a rapid rampant increase in computer processing power, communi... more The last some years there has been a rapid rampant increase in computer processing power, communication, and data storage. Grid is an infrastructure that contains the integrated and collective use of computers, databases, networks and experimental instruments managed and owned by various organizations. Grid computing is a kind of distributed computing whereby a "super and virtual computer" is built of a cluster of networked, loosely coupled computers, working in concert to perform large tasks. Here paper presents an introduction of Grid computing providing wisdom into the gird components, terms, architecture, Grid Types, Applications of grid computing.
— Social networks have been recently empployed as a source of information for event detection, wi... more — Social networks have been recently empployed as a source of information for event detection, with specific reference to road traffic activity congestion and accidents or earthquack reporting system. In our paper, we present a real-time detection of traffic from Twitter stream analysis. The system fetches tweets from Twitter as per a several search criteria; process tweets by applying text mining methods; lastly performs the classification of tweets. The aim is to assign suitable class label to every tweet, as related with an activity of traffic event or not. The traffic detection system or framework was utilized for real-time monitoring of several areas of the Italian street network, taking into consideration detection of traffic events just almost in real time, regularly before online traffic news sites. We employed the support vector machine as a classification model, furthermore, we accomplished an accuracy value of 90.75% by tackling a binar classification issue (traffic versus nontraffic tweets). We were also able to discriminate if traffic is caused by an external event or not, by solving a multiclass classification problem and obtaining accuracy value of 80.89%.
International Journal on Recent and Innovation Trends in Computing and Communication, 2017
— the last some years there has been a rapid rampant increase in computer processing power, commu... more — the last some years there has been a rapid rampant increase in computer processing power, communication, and data storage. Grid is an infrastructure that contains the integrated and collective use of computers, databases, networks and experimental instruments managed and owned by various organizations. Grid computing is a kind of distributed computing whereby a "super and virtual computer" is built of a cluster of networked, loosely coupled computers, working in concert to perform large tasks. Here paper presents an introduction of Grid computing providing wisdom into the gird components, terms, architecture, Grid Types, Applications of grid computing.