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September 24-27, 2018  /  Washington, D.C.

Geode is Not a Cache, it's an Analytics Engine


We developed a Spring and Geode architecture, in conjunction with probabilistic data structures (Yahoo Theta Sketches) which: - significantly improves our platform performance through novel use of probabilistic data structures to perform set operations - reduces operating costs by 95% over our previous HBase implementation (dramatically reduces the number of servers needed) - increases scalability (we can grow horizontally to support more users and/or data) - simplifies operations (batch processing replaced with an event-driven architecture) - increases resiliency (shared nothing, self-healing containerized cloud architecture)


Sharif Ghazzawi

Sharif Ghazzawi
Senior Software Engineer, Resonate