BigObject: Analytic Database for Real-time Analysis
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Transcript of BigObject: Analytic Database for Real-time Analysis
WHAT IS BIGOBJECT
Analytics Database: new architecture for data structuring enabling 100x to 1000x acceleration of data analytics
Works on your current hardware/data infrastructure. No upfront cost.
Compatible with Hadoop eco-system and Relational databases.
BENCHMARKS
BigObject
In-memory DB
0 1000 2000 3000 4000
0 5 10
(S)
100M rows of recordsCalculate “Forecast Accuracy”SQL select, aggregate, rollup, and update.
HOW WE DID IT
Taking full advantage of virtual memory
Restructuring data using hierarchical tree objects
“In Place Computing” reduces “data shuffling”
INTELLIGENT THREAT DETECTION
Before: Static Filter > BIGOBJECT: DYNAMIC TRIGGER
“Type a quote here.”
Use Case
Use Case STREAMING ANALYTICS FOR INTERNET OF THINGS
Semi-structured data key-value store Heterogeneous data integration Dynamic filters and pattern discovery
ABOUT US
• Founded in 2014. Santa Clara | Taipei
• 8 members globally: serial entrepreneurs, computer scientists, business veterans, data analysts, hackers.
• 6 US Patents to date. (3 granted)