Papers by shweta chaudhari
International Journal on Communications Antenna and Propagation (IRECAP), 2017
Energy efficiency is mainly considered as a primary reason for migrating to Cloud environment. Ha... more Energy efficiency is mainly considered as a primary reason for migrating to Cloud environment. Hadoop is not only a Big Data processing system but also a storage system. Currently, huge effort has been invested to enhance Hadoop performance by considering different factors like job scheduling, improving HDFS mechanism, data locality, job execution time, system memory, data caching. But these experiments are seen less effective to enhance the Hadoop performance. The objective of this work is to focus on the network latency of Hadoop to enhance its performance by using the docker technique. The Docker is an open stage for delivery, creating and running applications. It is able to bundle and to package and run an application in a loosely isolated environment called a container. In our study, containers are running the Hadoop framework in a private Cloud. The workload is distributed among the containers in a single system. The workload depends on distributing HDFS Data. The goal is to enhance the performance of MapReduce framework of Hadoop by considering factors like the number of reading operations, the number of writing operations and CPU processing time using the different job with different data set size. In the proposed experiment, the same job with different size of the dataset was used.
Electronic Mail (E-mail) has set up a huge spot in data client's life. Sends are utilized as a si... more Electronic Mail (E-mail) has set up a huge spot in data client's life. Sends are utilized as a significant also, significant method of data sharing since messages are quicker and powerful method of correspondence. Email assumes its significant part of correspondence in both individual and expert parts of one's life. The fast expansion in the quantity of record holders from most recent couple of many years and the increment in the volume of sends have produced different significant issues as well. Messages are sorted into ham and spam messages. From past many years spam messages are spreading at gigantic rate. These spam messages are illconceived and undesirable messages that may contains garbage, infections, noxious codes, commercials, or danger messages to the validated record holders. This major issue has produced a requirement for proficient and viable enemy of spam channels that channel the email into spam or then again ham email. Spam channels forestall the spam messages from getting into client's inbox. Email spam channels can channel messages on content base or on header base. This paper will examine the way toward sifting the sends into spam and ham utilizing Naïve Bayes algorithm. Text mining (getting data from text) is a wide field which has acquired fame with the tremendous content information being produced. Robotization of various applications like supposition examination, archive order, theme grouping, text outline, machine interpretation, and so on has been finished utilizing AI models. Email Spam channel is a novice's illustration of record grouping task which includes characterizing an email as spam or ham mail.
Data in educational institutions are growing progressively along these lines there is a need of p... more Data in educational institutions are growing progressively along these lines there is a need of progress this tremendous data into helpful data and information utilizing data mining. Educational data mining is the zone of science where diverse techniques are being produced for looking and investigating data and this will be valuable for better comprehension of understudies and the settings they learned. Classification of data objects in view of a predefined learning of the articles is a data mining and information administration procedure utilized as a part of collection comparable data questions together. Decision Tree is a valuable and well known classification method that inductively takes in a model from a given arrangement of data. One explanation behind its prominence comes from the accessibility of existing calculations that can be utilized to assemble decision trees. In this paper we will survey the different ordinarily utilized decision tree calculations which are utilized for classification. We will likewise contemplating how these decision tree calculations are appropriate and valuable for educational data mining and which one is ideal.
Ancient science of life
Sir, We read with interest the editorial titled “Ayurvedic education: Where to go from here” in t... more Sir, We read with interest the editorial titled “Ayurvedic education: Where to go from here” in the January to March 2014 issue.[1] We hope that this article will start a debate, and perhaps lead ultimately to some reform in Ayurvedic education. It would be a great thing if India could lead the world in developing an appropriate training system for traditional medicine that preserved the best features of the tradition.
INTERNATIONAL JOURNAL OF CIVIL ENGINEERING AND TECHNOLOGY (IJCIET), 2020
Achieving specified levels of quality in the construction industry has always been a problem. A s... more Achieving specified levels of quality in the construction industry has always been a problem. A successful construction project is expected to create a balance between cost, time and quality. Also, there is a huge scope to reduce the costs associated with the wastage of resources and rework during the execution of construction projects. To obtain quality construction, it is necessary to focus on process improvement. Construction industry is looking to other industries such as manufacturing to examine the effectiveness of measuring and monitoring tools. Six Sigma is one of them. Six Sigma is a statistics-based process improvement technique. This paper includes a case study of a residential building where Six Sigma approach is used for measuring and improving the process of blockwork on site. The purpose of this study is to minimize the wastage, rework, defects and obtain a quality process using Six Sigma methodology. During the implementation of Six Sigma, considerable improvements were observed in the ongoing process on site. And the same can be implemented on other processes involved in the construction of the entire building in order to improve the construction process as a whole.
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Papers by shweta chaudhari