Arup Ray, Head Big Data & Cloud Analytics, HANA, EIM at SAP speaking at Cypher 2016
576 views · Published 23 September 2016 · 26:28 · Indexed 2 October 2026
Channel: AIM Network · 2016 · Science & Technology
Listen to Arup Ray speaking on Big Data, Machine Learning and In-memory Computing | An emerging trend. Solving business problems and generating disruptive business insights with petabytes of data sounds great on paper, but not so easy in real life. Whether it’s a century old $18 billion-a-year CPG company which need to quickly respond to the fluctuating costs of 4,000 raw materials that go into more than 20,000 products, or an e-commerce startup which needs to track millions of clickstreams to promote the right product, challenge is not only about storing petabytes of data (big data), but how fast can we run mathematical models on these huge data to generate intelligent insights in real time. This explores following aspects taking SAP HANA as a reference The emerging trend in in- memory computing How marriage between proprietary in memory technology and open source technology helping mathematicians solve real life problems Impact of in memory computing on real time analytics, big data & machine learning .
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