what is big data & big data market opportunity

what is big-data

what is Big data-It’s a platform for next generation data management and analytics. It’s a new platform that allows company to perform more flexible analysis on different types of data. Big data  the trend to have changed some fundamental driver in architecting, administering enterprise storage.what is Big data Enterprise are rapidly adjust to utilize cloud storage techniques to remove barrier that block user from being able to retain, access and learn from their data. Data need to be stored in a persistent, dependable and efficient manner in order to generate any real value out of it. (what is Big data)The hadoop system was developed to enable the transformation and analysis of vast amount of structured and unstructured information. As user embrace hadoop for analytics, it’s  becoming clear that relational DBMS are complimentary tool for solving most deep analytic problem. Here, we explain its purpose, characteristics, techniques and challenges,what is Big data

 

 what is big data

what is Big data-It’s a collection of data sets which is so complex to capture, store and analyze using traditional database management system. It is a massive volume of data handled by parallel computers can be tens, hundred or thousand in number or many more. These smart planet technology and technique enhance the way to get insight the huge data and find opportunities to change the way things are done. Using traditional tools and techniques it’s difficult to harvest the massive volume of data. They have all the information but they don’t know how to get the value out of it because it is present in a semi order or unordered format and as a result they don’t know how to keep it.




Further, the ability to generate, communicate, share, and access data has been revolutionized by the increasing number of people, devices, and sensors that are now connected by digital networks. In 2010, more than 4 billion people, or 60 percent of the world’s population, were using mobile phones, and about 12 percent of those people had smartphones, whose penetration is growing at more than 20 percent a year. More than 30 million networked sensor nodes are now present in the transportation, automotive, industrial, utilities, and retail sectors. (in refernce of -what is Big data)The number of these sensors is increasing at a rate of more than 30 percent a year. Many big organizations are already using big data to create value and other need to explore how they can do the same they are to complete. Governments also have a significant opportunity to boost their efficiency and the value for money they offer citizens at a time when public finances are constrained—and are likely to remain so due to ageing populations in many countries around the world. As the research suggests that the public sector can increase its productivity significantly through the effective use of big data(in refernce of -what is Big data).




In the internet of things, data is exploding in the form of sensors in embedded devices such as mobile phones, automobiles, retail, railway trafficking, road crossing signals, tracking courier cars, retail industry, social network and genomics. But this size of data varying from organization to organization, increasing exponentially every second. (in refernce of -what is Big data)World data is doubling every 1.2 years. There are billions of people in the world and generating terabytes of data. Above all, we are not just consuming it, but also we are generating it either in the form of images, audio, video, text etc. Looking at the history, data was structured, easy to handle with traditional database system, but today it’s highly unstructured and complex. In present era there are the trend of social networking sites such as facebook, twitter and many more. These networking sites have very big log data and tweet data every day. Some or how we are part of big data and top challenges and priority of business and IT’s  harnessing data and extracting value from it. Through advancement of technology, people and things are becoming increasingly interconnected and not just some of the time. And due to this upliftment we are able to add intelligence to almost everything(in refernce of -what is Big data).

 

Characteristics of Big Data

big-data

2.1 Volume: It represents the Quantity of data sets that exponentially increasing every second in different formats. In the year 2000, 800,000 petabytes of data  stored in the world. Today data sizes measured in zetabytes, still lot of data  unanalyzed and trying to gain insight. Many organizations don’t know how to manage this sheer volume of data. But opportunities exists, with the right technology platform, one can analyze almost all data, to gain better understanding of business , their customers and quick competitors.

2.2 Variety: It represents what is Big data,all types of data semi structured, unstructured data as a panel of the decision making. It manages the complexity of data in many different structures, ranging from relational, to logs, to raw text. Traditional analytic platforms can’t handle variety. However, an organizations success will rely on its ability to draws insight from the various kinds of data available to it, which includes both traditional and nontraditional.

2.3 Velocity: It represents the data  exploding with high speed. With volume, velocity and veracity newer technologies are providing visibility of data in greater depth. Velocity is a social media data streams. Big data can be described by its velocity or speed. You do not need all of the streaming data. Big data velocity deal with the pace at which data flows in from source like business process, machines, network and human interaction with thing like social media sites, mobile device, etc(in refernce of -what is Big data).

2.4 Visibility: The greatest distance at which a black object of appropriate dimensions, located near the ground, can be seen and recognized when observed against a bright background dashboard that show top trend. With millions of traffic flows across thousands of endpoints, visibility needs to be pervasive, intelligent and dynamic.(in refernce of -what is Big data) Visibility are using our patented, unique technology, we created in innovative new approach for delivering this visibility called visibility fabric architecture.

2.5 Veracity: The social media data drift while not as bulky as machine generated data produce a large stream of idea and relationship valuable to customer relationship management. Big data veracity refers to the biases, noise and abnormality in data. In scoping out your big data strategy you need to have your team and partner work to help keep your data clean and process to keep dirty data from accumulating in your system(in refernce of -what is Big data).

2.6 Volatility: The big data volatility refers to how long  data valid and how long should it be stored. Big data clearly deal with issues beyond volume, variety and velocity to other concerns like veracity, validity and volatility(what is Big data).

 

  1. PURPOSE

Analysis of records is done to make predictions that help individuals and organizations to integrate, analyze, visualize and consume the growing torrent of big data. As now Digital Data is at all around us as in every economy, in every sector, in every organization and other users of this digital technology. Big data is related with all the activities perform in customer’s products and services stand. An analysis of big data  most important in order to have the ability to storage, aggregate and join the data and then use the results as per usage. Big Data can help to gain insights and make better decisions. Big Data presents an opportunity to create unprecedented business advantage and better service delivery(what is Big data).

 

  1. Techniques used in Big Data

The wide variety of techniques has been developed and adapted to visualize, analyze, big data to make this kind of data volume tractable. Network analysis analyzes connections between nodes in a network and their strength. Lastly, Machine learning uses artificial intelligence to automatically learn to recognize complex patterns and make intelligent decisions based on data. Big data are use seven techniques

  • Association rule learning: Association rules are created by analyzing data for happen or done many time at short space between two periods of time if patterns and using the standard against which something is measured support and confidence to identify the most important relationships. Support is something which indicates of how often the items appear in the database(what is Big data).

 

  • Classification tree analysis: Methods are a good choice when the data mining task is classification of outcomes and the targets to generate rules that can be easily understood, explained, and translated into SQL or a natural query language. Classification tree can also provide the measure of faith in one self that the classification is correct.

 

  • Genetic algorithms: Genetic algorithms have been used successfully in a diversity of search and optimization problems. Work on (what is  Big data)genetic algorithm based learning has in traditional form been grouped into one of two general approaches.

 


  • Machine learning: Machine learning, a branch of artificial intelligence, involves the construction and study of systems that can learn from data. Data mining uses many machine learning methods, but in many cases with a slightly different goal in mind. On the other hand, machine learning also employs data mining methods as not controlled learning or as act of processing in advance step to improve learner exactness.

 

  • Regression analysis: Regression analysis found a relationship between a dependent or outcome variable and a set of forecaster. Regression, as a data mining technique,supervised learning. Supervised learning partitions the database into training and validation data.

 

 

  • Social network analysis: Social Network Analysis and data mining a applying to many different branches of education   journal serving(what is Big data) researchers and professional in academia and industry. It’s the main venue for a wide range of researchers and readers from computer science, network science, social sciences, management and political sciences, etc. We solicit experimental and theoretical work on social network analysis and mining using a wide range of techniques from social sciences, mathematics, statistics, physics, network science and computer science.

 

  1. Challenges faced by Big Data

Big data presents a number of challenges relating to its complexity. Another challenges how we can capture the most important data as it happens and deliver that to the right people in real time.(in refernce of -what is Big data) To aggregate all of this data in a single place while still making it easily obtainable to analysts, you need a customized database. By strengthen your data into a(what is Big data) more user-friendly system data being aggregated from various sources can be segmented, allowing you to determine the effectiveness of each channel. Arithmetic operation databases can be customized to aggregate only the data your company needs, removing the unnecessary noise and making it easier to uncover consumer behavioral trends.

 

Akanksha garg

she is Experienced Writer/Editor/Logo Designer.For over 6 years I have worked as a writer and editor for magazines, books, and online forums such as websites, blogs, and e-books. Whether writing my own thoughts or perfecting those written by others, I communicate passionately and work diligently.

94 Comments

  1. Thanks for all of the effort on this blog. My daughter takes pleasure in making time for investigation and it’s simple to grasp why. A number of us learn all regarding the powerful way you create helpful guidance via your website and as well welcome response from website visitors about this subject so our own daughter is really starting to learn a great deal. Take pleasure in the rest of the new year. You are always doing a terrific job.

  2. Thank you for each of your hard work on this website. Betty really loves conducting research and it’s really easy to see why. A number of us notice all relating to the powerful mode you render valuable tips on this blog and in addition invigorate response from other ones on this content and our favorite simple princess is certainly discovering a great deal. Take advantage of the remaining portion of the new year. You are always performing a pretty cool job.

  3. My wife and i felt now fulfilled Emmanuel could do his web research from your ideas he had from your blog. It is now and again perplexing to simply choose to be handing out helpful hints that some people may have been trying to sell. Therefore we understand we have the blog owner to be grateful to for this. Most of the explanations you’ve made, the straightforward blog navigation, the relationships your site make it possible to engender – it is most unbelievable, and it’s leading our son and our family do think this content is amusing, which is certainly seriously mandatory. Thanks for all the pieces!

  4. Thank you for your entire effort on this blog. Gloria really loves managing investigation and it’s really easy to understand why. Many of us notice all about the dynamic medium you give both useful and interesting secrets via the website and in addition welcome contribution from some others on that situation plus our favorite princess is without a doubt being taught a whole lot. Take pleasure in the remaining portion of the year. You’re carrying out a wonderful job.

  5. Thanks for all your work on this site. My aunt enjoys going through research and it’s simple to grasp why. My spouse and i know all concerning the compelling way you deliver effective tips and hints through your blog and as well as welcome response from other ones on the theme so my princess is really learning a whole lot. Have fun with the rest of the year. You’re the one carrying out a wonderful job.

  6. I want to express some appreciation to this writer for bailing me out of this type of difficulty. As a result of browsing through the world wide web and seeing tricks that were not productive, I thought my entire life was gone. Existing minus the strategies to the issues you have sorted out by means of this website is a serious case, as well as the kind which might have in a negative way damaged my career if I had not discovered your web page. Your own capability and kindness in controlling all areas was precious. I’m not sure what I would have done if I hadn’t come across such a step like this. I can at this moment look ahead to my future. Thank you very much for your reliable and results-oriented help. I won’t think twice to recommend your web site to anyone who ought to have support on this problem.

  7. Admiring the time and effort you put into your site and in depth information you present.
    It’s good to find a blog every every now and then that isn’t the same old rehashed
    information. Wonderful post! I’ve bookmarked your site as well as I’m adding your RSS feeds
    to my Google account.

  8. Some of the best players on the mobile devices in school with our boom beach
    hack cydia 2014 family and starts working as a free app and give you a
    feel for every mobile platforms.

  9. Hi there would you mind stating which blog platform you’re using?
    I’m looking to start my own blog in the near future but
    I’m having a difficult time choosing between BlogEngine/Wordpress/B2evolution and Drupal.
    The reason I ask is because your design and style seems different then most blogs and I’m looking for something
    unique. P.S My apologies for getting off-topic but I had to ask!

  10. Usually I do not read article on blogs, nevertheless I wish to say that this write-up is incredible!
    Your writing taste has amazed me. Thanks,
    very great post.

  11. Hi. I found your blog using msn. This is a perfectly written article.

    I’ll be sure to bookmark it and also return to read more of your helpful information. Thank you for
    the post. I will certainly return.

  12. I needed to put you one very small remark to be able to say thank you again on the lovely tips you’ve discussed at this time. It was really incredibly generous of you to offer openly all that many of us would’ve sold for an e-book to get some bucks on their own, even more so seeing that you could have tried it if you desired. These creative ideas as well acted to become a fantastic way to be aware that the rest have a similar desire just as my own to learn good deal more on the topic of this issue. I’m sure there are lots of more enjoyable periods ahead for people who looked at your blog post.

  13. You made some good points there. I did a search on the topic and found many people will agree with your blog.

  14. It’s going to be finish of mine day, except before ending I am reading this wonderful article
    to increase my experience.

  15. Wow, this piece of writing is fastidious, my younger sister is analyzing such things, so I am going to convey her.

  16. Howdy! I simply would like to give a big thumbs up for the
    good data you’ve got here on this post. I’ll probably be coming
    again to your weblog for more soon.

  17. Subsequently, right after spending numerous hours online at last we’ve
    uncovered somebody that surely does know what they’re discussing thanks a
    lot for the fantastic post.

  18. Your method of describing everything in this paragraph is in fact fastidious, all be capable
    of simply know it, Thanks a lot. buy followers and likes on instagram

  19. Nice information, thanks a lot to the author. It’s useful to me now, but on the whole, the effectiveness as
    well as significance is overpowering. Many thanks
    and good luck!

  20. If some one wishes expert view about running a
    blog afterward i suggest him/her to pay a visit this web site, Keep up the fastidious work.

  21. Hmm seems like like your website ate my first comment
    (it was super long) so I guess I’ll just sum it up what I wrote and
    say, I’m thoroughly enjoying your blog. I as well am an aspiring blogger yet I’m still
    new to everything. Do you have any points for newbie
    blog writers? I’d certainly appreciate it.

  22. Excellent posts from you, fella. I’ve figured out
    your idea and you’re just really great. I love what
    you have here, actually like what you’re stating and the way by which you say it.
    You make it engaging. I cant wait to read much more from you.
    This is truly an excellent website.

  23. Thanks for the wonderful blog. It was very helpful for me.
    Keep sharing such tips in the future as well. This was really what I was searching for, and I’m glad I got here!
    Thank you for sharing the such information with us.

  24. I visit day-to-day a few websites and blogs to read articles,
    except this webpage gives feature based content.

  25. I genuinely enjoy looking through on this internet site , it has good blog posts. “The longing to produce great inspirations didn’t produce anything but more longing.” by Sophie Kerr.

  26. The complying with checklist will certainly provide you a much better understanding
    of the sedation methods offered and their approximated price.

  27. Gone are the days of one way marketing or merely just posting comments about your site or other
    related topics. The Internet has changed the way we attain information forever
    and Google has been the main driving force and proponent behind
    this instant access to information. But in general here are the services that
    an online business owner should expect from SEO experts and other agencies and consultants:.
    Webmaster follows a long process to promote a website in top search engines (Google, Yahoo and
    Bing).

  28. Hey There. I found your weblog the uage of msn. This is a vesry wedll written article.
    I’ll be sure to bookmark itt and comke bahk tto learn exra of yoour useul information. Thabk you for the post.
    I will definitelly comeback.

  29. There are so many people out there to let that discourage you.
    Christians want to meet their future Christian mates and sometimes focus so much on finding the perfect mate
    that they neglect their relationship with God. A good way to find other single Christians is to join a Christian dating service online.

  30. Unique design that allows you to use one multi tap for your Sony Playstation 2
    console. This is odd as well because one would think it would be great
    to address to the public. So, the bundle actually comes
    out to be more expensive in this regard.

  31. In reality, due to so much interest on getting a swingers club online,
    some people tend to exaggerate on their personality outline, which comes across as fake.
    And I understand that you’re thinking ‘Well, I might as well point it out and beat them to it’.

    It may sound obvious and simple, but think about how easy it is to
    change a few words to ‘make yourself sound better.

  32. The kit comes with all the required screws for securing the bracket to the floor and the flange to the bracket.

  33. It’s remarkable to go to see this website and reading the
    views of all mates concerning this paragraph, while I am also eager of getting experience.

  34. Ahaa, its pleasant dialogue on the topic of this piece of writing
    here at this website, I have read all that, so at this time me also commenting at this place.

  35. It’s the best time to make a few plans for the long run and it is time to be happy.
    I’ve read this post and if I may I desire to recommend you few interesting things or advice.
    Perhaps you can write subsequent articles referring to this article.

    I desire to read even more things approximately it!

  36. Don’t you think so fashionable to dream extra?
    Is really a part about a fancy system that the goal, pole and bottom.
    If you beginning to feeel that way, it’s time to get your mind off of it.

  37. I am now not sure the place you are getting your information, however
    great topic. I must spend some time studying much
    more or working out more. Thanks for great information I was on the lookout for this information for my mission.

  38. I all the time used to study piece of writing in news papers but now as I am a user of web so from now I am using net for content, thanks to web.

  39. Hey! I’m at work browsing your blog from my new iphone 4!
    Just wanted to say I love reading your blog and look forward to all your posts!
    Carry on the outstanding work!

  40. We stumbled over here different web page and thought I might check
    things out. I like what I see so now i am following you.

    Look forward to checking out your web page again.

  41. When some one searches for his vital thing, thus he/she needs to be available that
    in detail, therefore that thing is maintained over here.

  42. Yesterday, while I was at work, my cousin stole
    my iphone and tested to see if it can survive a 30
    foot drop, just so she can be a youtube sensation. My apple ipad is now
    destroyed and she has 83 views. I know this is completely off topic
    but I had to share it with someone!

  43. Fine way of describing, and fastidious piece of writing to get facts
    regarding my presentation subject, which i am going to
    deliver in academy.

  44. Have you ever considered about including a little bit more than just your articles?
    I mean, what you say is fundamental and all. Nevertheless imagine if you added some great pictures or videos to give your
    posts more, “pop”! Your content is excellent but with pics and video clips, this
    blog could certainly be one of the most beneficial in its niche.
    Amazing blog!

  45. You have made some decent points there. I looked on the net to learn more about the issue and
    found most individuals will go along with your views on this site.

  46. I feel this is among the so much important
    inflrmation for me. And i am satisfied reading your article.
    However wanna statement on skme normal things, The web site style is
    wonderful, the articlees is in reality nice : D. Goood task, cheers

  47. My wife and i were quite cheerful when Peter could round up his survey with the precious recommendations he had using your web site. It is now and again perplexing to simply happen to be giving freely secrets which the rest may have been trying to sell. We do understand we need the website owner to thank because of that. The most important explanations you have made, the easy web site menu, the friendships you can aid to promote – it is all incredible, and it’s really assisting our son in addition to our family do think that idea is excellent, and that is exceptionally mandatory. Thank you for all!

  48. Your way of telling all in this article is really good, every one be capable of easily know it, Thanks a lot.

  49. I’m truly empowered with your writing talent. Anyway keep up the superb high quality writing, it’s rare to see an excellent blog like this nowadays.

  50. I think more writers ought to write with desire like you.

    Even content rich articles like this can have character.

    That’s what you have put in this helpful article. Your perspectives are very exceptional.

  51. I wanted to thank you a lot more for this incredible website you
    have made here. It is really is packed with useful tips
    for all those who are genuinely interested in this area of interest,
    especially this very post.

  52. You’re so cool! I dont suppose Ive read anything like this before.

    So nice to find any individual with some original thoughts on this subject.
    really thank you for starting this up. this website is one thing that’s wanted on the web,
    somebody with some originality. great job for bringing new things to the internet!

  53. I saw your post a while back and saved it to my computer.
    Only lately have I got a chance to check it and I must tell you wonderful work.really great post,
    i definitely enjoy this site, keep it up.

  54. Simply want to say your article is as amazing. The clarity in your post is simply great and i could assume you’re an expert on this subject. Well with your permission let me to grab your RSS feed to keep up to date with forthcoming post. Thanks a million and please carry on the rewarding work.

  55. This design is amazing! You certainly know
    how to keep a reader amused. Between your wit and your videos, I
    was almost moved to begin my own blog. Wonderful
    job. I truly enjoyed what you had to say, and in addition to that, how you presented it.

    Too awesome!

  56. Wow, awesome blog layout! How long have you been blogging for?
    you made blogging look easy. The overall look of your
    website is fantastic, let alone the content!

Leave a Response