Classification Of Streaming Big Data Essay

Facebook is a very prevalent and collaborating internet website which jointly falls in the category of Web 2.0 . This internet tool is designed where the user can establish a personal profile to the public, easily make multimedia content, and share

Facebook is the most popular social networking site of all time. Within six years, Facebook has experienced dramatic growth. For many, Facebook has become an integral part of day-to-day life. However, while the social media site can be very useful, it is important to avoid becoming addicted to it. This term paper will investigate and feature a comprehensive list of the advantages and disadvantages of using Facebook in daily life and the way to use Facebook wisely.

Facebook was launched on February 4, 2004 by nineteen year old named Mark Zuckerberg (Carlson). In 2010 it became one of the most popular websites in the world, visited by over 400 million people per month. The sudden popularity of Facebook was so extraordinary, that a movie called “The Social Network” came out telling the story of its development (The Social Network). This site created an innovative way for its users to exchange messages, post status updates, post photos, and join common interest groups. In addition to that users can like and comment on

There are many different types of social networking sites available; the most popular in today’s society are Facebook and Twitter which are rapidly attracting multitudes of visitors every month. Facebook allows

The concept of Big Data management is becoming more important to modern organizations by giving them the ability, from its analytics, to predict future trends and make better decisions. The advancements in modern technology has greatly revolutionized Big Data management by providing better techniques for data collection, storage, transmission, presentation, and analytics. The use of the internet has boosted availability of data for many organizations, giving a speedier growth to data.

Facebook is a social networking site that is free of charge for its users. It allows the individual the opportunity to stay connected with friends and family, sharing updates, photographs and user status. The company grosses more than $1 billion per quarter in advertising revenue and online games (Ritholtz, 2014). In this respect, Facebook is much more that a social network. It is a versatile and sophisticated corporation that has revolutionized the way people share their lives and communicate. Their mission is “to give people the power to share and make the world more open and connected. People use Facebook to stay connected with friends and family, to discover what’s going on in the

The emergence of social web has changed the World Wide Web. This new concept was introduced in 1996 by Rheingold. In addition of the principle aim of the web that consists of an open access to information, the second generation of Web applications, Web 2.0 applications, has allowed for users to communicate effectively with each other. Hence, the web transformed from a web where most users were consumers passively viewing website (i.e. information) to a more active and participatory actors. Users are now consumers and contributors of information, so, the web has been transformed from a hypertext environment to a “web of people” environment that connects family, friends and colleagues enabling them to share different type of information. This paradigm has resulted to a new medium of communication known as User Generated Content (UGC) where users made together a substantial effort to publish and produce their own content in different ways and with various formats to enrich the web experience. This content can be produced with various formats that depends on the social media stream used, it cover (i) materials that users make available through blog, wiki and social media sharing services (e.g. YouTube , Instagram , etc); (ii) feedback such as comments, review, rates; (iii) and social network data including public profiles, social network structure and user interactions. Given the amount of information produced in social media platforms, new challenges were raised, which are

Technology advancements have recently been on a hasty rise. Similarly, the developments and influence of social media have also been rapidly progressing. Social media is described by Martin and Cazarré (2016) as ‘any communication platform, used by Internet-based technologies and for any hardware platforms that enable their users to exchange information at any given time and place’. Some of the most

In this day and age, social media has become an integral part of our lives. It has created a platform for people to share information instantly and communicate with people all around the world. Facebook is the most outstanding example of successful social media network. According to the first quarter 2015 earnings announcement by Facebook, the site has achieved 1.44 billion active users per month, and 65% of which are daily active users. Other social networking sites such as Twitter, Instagram and LinkedIn are also a powerful means of communication. With such a large audience, social networking sites provide ample opportunities to acquire information, network, and connect with friends.

Social media has become a primary source of communication in the 21st century. Twitter Facebook, and Instagram are all social networks commonly used to communicate and associate with relatives and peers, as well as professional colleagues. While communication on social networks may often be casual, frequently it is used for formal deliberation and sharing of new ideas and perspectives. Facebook, with over 1.55 billion monthly users (http://newsroom.fb.com/company-info/), is one of the most widely used social networks in the world. Facebook users range from students and farmers to politicians and celebrities; consequently, a wide range of perspectives are shared and

Facebook remains to be one of the most innovative social media network available. It first solely functioned as a messaging network for people around the globe, but now it has penetrated the digital marketing field and even solved various crime cases. It

First is the advertising. According to the case, we know that the major revenue of Facebook is advertising, which took up 98 percent in 2009, 95 percent in 2010 and 85 percent in 2011. Facebook uses all information uploaded by users to become the property of the firm. By analyzing database, Facebook provides advertisers target customized services and products based on users’ preferences and connections. In its view, the advertising which based on social

This article reviews the application of big data and big data analysis at Facebook. As explained above, social networking sites such as Facebook generate terabytes of information on a daily basis and thus have the opportunity of generating massive amounts of knowledge from these data. The article has been divided into five chapters including the introduction, a brief description into Facebook, the big data strategies at Facebook, the big data technologies at the company to support strategic operations and the implementation of the big data strategies at the company. The paper then concludes with a brief conclusion briefing on the findings and the results of the discussion.

Social media has caused an uproar in recent times. Political figures such as President Trump, have used social media to embarrass himself and the country, countless people lose jobs everyday due to posts on social media, and Kids are influenced into making bad decisions because of trends. One of the major key events in all of this is the development of “Facebook”. Facebook was one of the very first platforms that allowed everyone to access it, ever since then, our modern lifestyle has been in a decline. Social media is a common tool in modern life, however, it has caused many problems, including a corruption in our political system, damaging careers, and having a negative impact on children. With social media having such a value to society today, it is crucial to correct these errors in social media.

Online Stock market data has taken as streaming data for experimentation. Web produces continuous stream of data through online financial trading. Streaming data has collected in the form of web interface. Timestamp is embedded with incoming data. Current Timestamp and change in value are used as threshold to filter and control boundless vibrant data. Since, data streams are grouped into individual units by dynamically clustering the data for continuous updates, massive data sets are collected to attain faster pullout rates. Timestamp is affixed as one of the attribute in the tuples which produces easy retrieval and execution of temporal, complex and multi queries. All types of queries are implemented in the proposed system and efficiency is proved.