Wednesday, May 6, 2020

Big Data And The Data - 991 Words

Introduction The term big data came into the picture to refer the big volumes of information’s both the companies and governments are storing. The data may be where we live, where we go, what we buy and what we say etc. all will be recorded and stored forever. More than 90% of data is generated in the past 2 years only and this volume is increasing day by day and doubling for every two years. In this world, the organizations are using the data generated by us and no one knows what they are doing with the collected data. Big data is defined as a lot of structured and unstructured data from different sources, such as E-commerce websites, online transactions, social networks, medical records, internet search indexes, banking and financial services, scientific searches, weblogs, and document searches and so on. Big data also can be described by four V’s: Volume, Velocity, Variety and finally Value. Volume: The term big data itself tells it is related to size. Big data requires processing of high volumes of unstructured data such as data from twitter, network traffic etc. The volume of data varies from one organization to other. Velocity: The term velocity refers to how fast the data is generated and processed to meet the demands and the challenges in the path of growth and development. Reacting quickly enough to deal with data velocity is a challenge for most organizations. Variety: Data today comes in various formats, types, structured, unstructured. For example, the data mayShow MoreRelatedData Mining Of Big Data1646 Words   |  7 PagesData Mining in Big Data Vishesh Shukla Department of Computer Science University of Technology and Management Shillong, India shukla.vishesh07@gmail.com Saurav Utkarsh Department of Computer Science University of Technology and Management Shillong, India saurav.utkarsh@stu.utm.ac.in Sahil Mittal Department of Computer Science University of Technology and Management Shillong, India tousif.raza@stu.utm.ac.in Abhishek Kumar Department of Computer Science University of Technology and ManagementRead MoreThe Big Data1153 Words   |  5 Pagescreate someone’s whole family tree? This is the type of scenario that represents the different facets of Big Data. What does it mean to say â€Å"big data†? Big Data is more than just massive amounts of data stored together. It is more than just data delivered or analyzed fast. Meta Group’s Doug Laney described it as data that has volume, velocity, and variety (2001). This is the 3 V’s of Big Data and is widely used to define it. Additions to this definition include other V’s, such as veracity andRead MoreBig Data3377 Words   |  14 Pagesnumber of articles on â€Å"big data†. Examine the subject and discuss how it is relevant to companies like Tesco. Introduction to Big Data In 2012, the concept of ‘Big Data’ became widely debated issue as we now live in the information and Internet based era where everyday up to 2.5 Exabyte (=1 billion GB) of data were created, and the number is doubling every 40 months (Brynjolfsson McAfee, 2012). According to a recent research from IBM (2012), 90 percent of the data in the world has beenRead MoreThe Big Data Essay1415 Words   |  6 Pages ABSTRACT The promise of data-driven decision-making is now being recognized broadly, and there is growing enthusiasm for the notion of ``Big Data.’’ While the promise of Big Data is real -- for example, it is estimated that Google alone contributed 54 billion dollars to the US economy in 2009 -- there is currently a wide gap between its potential and its realization. Heterogeneity, scale, timeliness, complexity, and privacy problems with Big Data impede progress at all phases of the pipeline thatRead MoreBig Data7004 Words   |  29 PagesBanks, Big Data and High-Performance Analytics Insights on Turning Big Data into Competitive Advantage A selection of articles that appeared in Big Data = Big Gains, a special digital publication by Bank Systems Technology Table of Contents Turning Big Data into Competitive Advantage . . . . . . . . . . . . . . . . . . . 1 Can Banks Play ‘Moneyball’? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 How to Ride the Big DataRead MoreAnalysis Of Big Data, Data Mining, And Data Analytics Essay1080 Words   |  5 Pagesto get the most accurate consumer data to create advertising and marketing plans. Today marketing is more personalized, immediate, and accurate than it ever has been before. The gathering and organizing of this data into useful insights is something that has interested me for quite some time. After I earn my degree, I would love to work for a company helping analyze and sort their market data either through consulting or in house work. Taking thousands of data bits to find patterns in consumerRead MoreArticle On Data Mining With Big Data1734 Words   |  7 Pages25) Ashok Yaganti (Class ID: 46) Article: Data Mining with Big Data (Paper-1) This paper addresses the complications being faced by Big Data because of increase in the volume, complexity of data and due to multiple sources, which produces large number of data sets. With the increase of big data in different fields like medicine, media, social networking etc., there is a need for better processing model which can access the data at the rate at which the data increases. This paper proposed a processingRead MoreData Management, Data And Information Quality For Big Data?1086 Words   |  5 Pagestype of data, and it has a massive amount of processing power, and can handle a boundless number of jobs or tasks. Data Management, Data ingestion, Warehouse, and ETL provides features for effective management and data warehousing for data managing as a valuable resource. The Stream computing features pulls streams of data and then streams it back out as a single flow and then processes that data. Analytics/ Machine Learning features advanced analytics and machine learni ng. Content Management whichRead MoreBig Data and Data Analytics Essay1757 Words   |  8 Pagesa greater outcome and new organizational capabilities. Big data and data analytics are one of those important factors that contribute to a successful company and their updated software and information systems. What are Big Data and Data Analytics? You may ask what big data analytics is. Well according to SAS, the leading company in business analytics software and services describes big data analytics as â€Å"the process of examining big data to uncover hidden patterns, unknown correlations and otherRead MoreData Acquisition And Recording Of Big Data2254 Words   |  10 Pages1 Data Acquisition and Recording Big Data is not just simply come from itself it is been recorded and generated by some data generating source. For instance, if we have our ability to feel and realize the arena around us, from our own heart rate and getting the data of toxins that are present in the air we leave this will produce more than one million terabytes of unparalleled data for every day. Furthermore, scientific experiments will also produce petabytes of data today. Whatever the data that

No comments:

Post a Comment

Note: Only a member of this blog may post a comment.