Intro to In-memory Computing and Gigaspaces
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In-memory computing is gaining traction as organizations seek scalable solutions for real-time big data analysis, with 40% planning to adopt in-memory databases. This technology trend, highlighted in Granta's top 10 for 2013, allows for rapid processing of complex data tasks and enhances business performance by enabling real-time insights. Challenges remain, particularly around the need for superior architectures to support these capabilities.
Intro to In-memory Computing and Gigaspaces
- 1. In Memory Computing The Next Big Thing Is Already Here Jan 30, 2014
- 2. RECENT SURVEY 2 ® Copyright 2011 GigaSpaces Ltd. All Rights Reserved
- 3. GROWING THE DEMAND FOR SCALABLE DATA SOLUTIONS
- 4. REAL TIME ANALYSIS OF BIG DATA Same Research indicated that one of the biggest technical challenges in Big Data is the lack of real-time capabilities (67%). The report also indicated that many of the organizations are planning to use in-memory databases (40%) as part of their Big Data stack. This places the In-Memory Database as a second choice, before specialised DBMS (33%) and Hadoop (32%). ® Copyright 2013 GigaSpaces Ltd. All Rights Reserved
- 5. GROWING THE DEMAND FOR SCALABLE DATA SOLUTIONS ® Copyright 2013 GigaSpaces Ltd. All Rights Reserved
- 6. MARKET TRENDS In Memory Computing is in Granter’s top 10 technology trends for 2013 “In memory computing (IMC) … provides transformational opportunities. The execution of certain-types of hours-long batch processes can be squeezed into minutes or even seconds … Millions of events can be scanned in a matter of a few tens of millisecond to detect correlations and patterns pointing at emerging opportunities and threats "as things happen.” 6 ® Copyright 2013 GigaSpaces Ltd. All Rights Reserved
- 7. IN MEMORY IS MORE ECONOMICAL THAN BEFORE
- 8. CHALLENGES: REAL-TIME BUSINESS INSIGHTS Current architectures Perform complex calculations in real time to improve your business performance, e.g. recommendations/ promotions in an e-commerce web site, instant risk analysis / reconciliation in investment banks (STP)
- 9. IMC FOUNDATIONS Ultra High Performance Linear Scalability High Availability ® Copyright 2013 GigaSpaces Ltd. All Rights Reserved
- 10. THE REAL-TIME IMC APPLICATION PLATFORM Handle Peak Loads Improve Performance Ensure Business Continuity Reduce TCO Get Real-Time Business Insights
- 11. GIGASPACES XAP WITHIN THE BIG DATA STACK GigaSpaces ® Copyright 2013 GigaSpaces Ltd. All Rights Reserved
- 12. 12 ® Copyright 2011 GigaSpaces Ltd. All Rights Reserved