{"id":569,"date":"2014-07-11T09:06:11","date_gmt":"2014-07-11T13:06:11","guid":{"rendered":"https:\/\/solutionsreview.com\/business-intelligence\/?p=569"},"modified":"2016-10-04T13:21:43","modified_gmt":"2016-10-04T17:21:43","slug":"how-the-big-data-industry-has-changed-over-the-last-2-years","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/","title":{"rendered":"Big Data Cartography"},"content":{"rendered":"

\"Big<\/a>If you are like me and you are trying to find a synopsis of the recent changes in the Big Data industry in an easy to understand\u00a0graphical format, well here it is. Matt Turck, Managing Director, at FirstMark Capital has revised his\u00a0infographic chart that exhibits the state of the Big Data landscape. I like to think of it\u00a0as Big Data cartography. If you didn\u2019t see the last version, it\u2019s organized by specific categories including Infrastructure, Analytics, Cross Structure Analytics, Applications, Open Source, and Data Source. He writes, \u201cIt\u2019s been almost two years since I took a first stab at charting the booming big data ecosystem, and it\u2019s been a period of incredible activity in the space.\u201d<\/p>\n

In an article written by Matt Turck called, \u201cThe state of big data in 2014 (chart),\u201d he does a great job explaining, how the chart has changed over the last two years which gives tremendous insight on how the Big Data industry has evolved over that time period. He calls the new landscape chart \u201cBig Data Landscape v 3.0\u201d which is incredibility suiting considering the topic.<\/p>\n

Below, I\u2019ve highlighted some important concepts to give you a brief overview of the article (largely from a VC perspective), but click here<\/a> if you are interested in reading the entire article.<\/p>\n

\u201cGetting crowded<\/strong>: Entrepreneurs have flocked to the space, VCs have poured money into promising startups, and as a result, the market is starting to get crowded.\u201d<\/p>\n

\u201dWhile there will be always room for great new startups, it seems that a lot of the early bets in the broader infrastructure and analytics segments have been made at this stage, and the bar for success is getting higher \u2014 which doesn\u2019t mean that VC money will stop pouring in.\u201d<\/p>\n

\u201cStill early<\/strong>: Overall, we\u2019re still in the early innings of this market. Over the last couple of years, some promising companies failed (for example: Drawn to Scale), a number saw early exits (for example: Precog, Prior Knowledge, Lucky Sort, Rapleaf, Nodeable, Karmasphere), and a handful saw more meaningful outcomes (for example: Infochimps, Causata, Streambase, ParAccel, Aspera, GNIP, BlueFin labs, BlueKai).\u201d<\/p>\n

\u201cHype, meet reality<\/strong>: A few years into a period of incredible hype, is big data still a thing? While big data is becoming less press worthy, the next couple of years are going to be hugely important for this market, as corporations start moving projects from experimentation to full production. While those deployments will lead to rapidly increasing revenues for some big data vendors, they will also test whether big data can truly deliver on its promise.\u201d<\/p>\n

\u201cInfrastructure<\/strong>: Hadoop seems to have solidified its position as the cornerstone of the entire ecosystem, but there are still a number of competing distributions \u2014 this will probably need to evolve. \u201c<\/p>\n

“Some themes (for example, in memory or real time) continue to be top of mind; others are appearing (for example, there\u2019s a whole new generation of data transformation\/munging\/wrangling tools, including Trifacta, Paxata and DataTamer).”<\/p>\n

“Another key discussion is whether enterprise data will truly move to the cloud (public or private), and if so, how quickly. \u201c<\/p>\n

\u201cAnalytics<\/strong>: This has been a particularly active segment of the big data ecosystem in terms of startup and VC activity. From spreadsheet-type interfaces to timeline animations and 3D visualizations, startups offer all sorts of different analytical tools and interfaces, and the reality is that different customers will have different types of preferences, so there\u2019s probably room for a number of vendors. Go-to-market strategies differ as well. Some startups focus on selling tools to data scientists, a group that is still small but growing in numbers and budget. Others adopt the opposite approach and sell automated solutions targeting business users, bypassing data scientists altogether.\u201d<\/p>\n

\u201cApplications<\/strong>: As predicted, the action has been slowly but surely moving to the application layer of big data. The chart highlights a number of exciting startups that are fundamentally powered by big data tools and techniques (certainly not an exhaustive list). Some offer horizontal applications \u2014 for example, big data powered marketing, CRM tools, or fraud detection solutions. Others use big data in vertical-specific applications. \u201c<\/p>\n

Click here<\/a> to get the entire analysis about the Big Data landscape by Matt Turck, Partner at FirstMark Capital. He is also the organizer of Data Driven NYC, one of the main big data monthly events in the country.<\/p>\n

\t\t\t

\"Insight<\/a><\/p>\n<\/div>\n\t\t<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

If you are like me and you are trying to find a synopsis of the recent changes in the Big Data industry in an easy to understand\u00a0graphical format, well here it is. Matt Turck, Managing Director, at FirstMark Capital has revised his\u00a0infographic chart that exhibits the state of the Big Data landscape. I like to […]<\/p>\n","protected":false},"author":1,"featured_media":581,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"acf":[],"yoast_head":"\nBig Data Cartography | Solutions Review<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Doug Atkinson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/\",\"name\":\"Big Data Cartography | Solutions Review\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2014\/06\/Big-Data-Cartography.jpg\",\"datePublished\":\"2014-07-11T13:06:11+00:00\",\"dateModified\":\"2016-10-04T17:21:43+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/5992f02d38e7b28251ad933cd131dcae\"},\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/#primaryimage\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2014\/06\/Big-Data-Cartography.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2014\/06\/Big-Data-Cartography.jpg\",\"width\":600,\"height\":270,\"caption\":\"Big Data Cartography\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/how-the-big-data-industry-has-changed-over-the-last-2-years\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/business-intelligence\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Big Data Cartography\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/\",\"name\":\"Solutions Review | Business Intelligence & Analytics\",\"description\":\"Enterprise BI software reviews, buyer\u2019s guides, and expert insights from industry leaders.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/solutionsreview.com\/business-intelligence\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/5992f02d38e7b28251ad933cd131dcae\",\"name\":\"Doug Atkinson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/092cfcbe5c7f2c185c21f152aada2d2f?s=96&d=blank&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/092cfcbe5c7f2c185c21f152aada2d2f?s=96&d=blank&r=g\",\"caption\":\"Doug Atkinson\"},\"description\":\"An entrepreneur and executive with a passion for enterprise technology, Doug founded Solutions Review in 2012. 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