Bringing Smarter Computing to BigData
0 likes252 views
This document discusses how smarter computing is needed to analyze the vast amount of data being created daily and leverage insights from data to improve decision making. It notes that 90% of data created in the last two years alone and that smarter computing is required to manage and analyze this "big data". Examples are provided of how organizations are using analytics on large datasets to reduce crime, cut resource use, and improve healthcare outcomes. The ability to analyze structured and unstructured data in real-time through technologies like stream computing is also discussed.
Bringing Smarter Computing to BigData
- 1. Smarter computing builds a Smarter Planet: 2 in a Series Bringing smarter computing to big data. To build a smarter planet, we need smarter computing—computing do their jobs. And that has significant competitive implications. that is tuned to the task, managed through the cloud and, importantly, The 2010 IBM Global CFO Study by the IBM Institute for Business designed for big data. Value showed that companies that excel at finance efficiency and have more mature business analytics and optimization outperform How big? We’re now creating 2.5 quintillion bytes daily—so much their peers, with 49% higher revenue growth, 20 times more profit that 90% of the data in the world today has been created in the growth, and 30% higher return on invested capital. last two years alone. With continuously analyzed data, organizations can be what they This data is also big in another way—in its promise. We now have want to be, at all times. Consider the Memphis Police Department, the capacity to understand, with greater precision than ever which compiles volumes of crime records from a variety of sources before, how our world actually works—to see patterns unfolding and systems, and has reduced serious crime by more than 30%. in real time across multiple complex systems; to model possible Fresh food grower Sun World International is leveraging insights outcomes; and to take actions that produce greater economic from their data to cut natural resource use by 20%. Research at the growth and societal progress. University of Ontario Institute of Technology is developing streaming We can do more than manage information—we can manage vast analytics to help neonatal care hospitals. By analyzing 43 million information supply chains. They’re made up of not only the ones streaming data points per patient, per day, they can improve patient and zeros of structured data that traditional computers love, but outcomes by using all of the data available. streams of unstructured text, images, sounds, sensor-generated This list could go on. And at the leading edge of smarter computing, impulses and more. IBM’s Watson—the computer that bested the two all-time champions We can parse the real languages of commerce, processes and on the television quiz show Jeopardy!—demonstrates the power natural systems—as well as conversations from the growing universe of analytics to provide meaningful insights from an ever-increasing of tweets, blogs and social media. We can also draw on advanced volume and variety of data, enabling correct answers and winning technologies such as stream computing, which filters gigabytes of actions, in real time. data per second, analyzes these while still in motion and decides As our world gets smaller, our data keeps getting bigger—which is on the appropriate action for the data, such as a real-time alert or good news. Information that was once merely overload now lets storing an insight in a data warehouse for later analysis. us see our planet in entirely new ways and intervene to make it work better. Because computing systems designed for big data are But we can only do all of this if our computing systems are smart systems designed for good decision making. Which is, after all, what enough to keep up. According to the IBM Business Analytics and being smarter is all about. Optimization for the Intelligent Enterprise study, one in three business leaders frequently make decisions without the information Let’s build a smarter planet. Join us and see what others are doing they need. Half don’t have access to the information they need to at ibm.com/smarterplanet IBM, the IBM logo, ibm.com, Smarter Planet and the planet icon are trademarks of International Business Machines Corp., registered in many jurisdictions worldwide. A current list of IBM trademarks is available on the Web at www.ibm.com/legal/copytrade.shtml. © International Business Machines Corporation 2011.