from data to insights to action: when transactions and analytics converge
TRANSCRIPT
From Data to Insights to Action: When Transactions and Analytics Converge
Copyright © GigaSpaces 2016. All rights reserved.
Ali HodrojVP, Products and Strategy
@ahodrojStrata San Jose 2016
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In-Memory Computing Business Portfolio
Direct customers300+
Fortune / Organizations40+ / 500+
Cloud Customers75+
ISVs25+
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Sample Customers
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the insight-centric business
#Trends
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Hyper-personalizationand
Omni-channel
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Analytics over Transient Data
Transactional Data
Behavioral Data
EdgeData
Fraud Detection and Live data
marts
Personalization and
Recommendation
Edge Analytics and Operational
Intelligence
(Financial trades, market data,
shopping carts)
(Clickstream, Geospatial, Mobile)
(Industrial IoT, device data,
sensors, signal)
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the insight-centric business
#Imperatives
Decentralized Analytics at the Source (of data)
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Unified Real-time/Batch Low-Latency Infrastructure(In-Memory Data Grids)
Move analytics to the data, not the other way around
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the insight-centric business
#UseCases
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Minimize Airlines Disruptions: Top 5 Largest Worldwide Airline by Fleet
Delay Event
Processing
Analyze and
Automate
Simulate and Adjust
Flight Delay Propagation Event
Processing
Predict flight delays, passenger misconnects,
and crew scheduling bottlenecks
Snapshot from
Trigger
Snapshot Data and build machine learning simulation
models to adjust flight propagation rules in real-time
Smaller Volume(100s Gigabytes) Larger Volume
(10s of Terabytes)
Air Traffic Controller Advisor
Events
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Minimize Airlines Disruptions: Top 5 Largest Worldwide Airline by FleetSolution• Spark on top of In-Memory Data grid processing 280K
flights & 20 million passengers in real-time • Processing of all flight propagation data under 200
milliseconds (vs. 10 minutes using legacy RDBMS data warehouse)• Democratize data simulation processing over live data
snapshots in real-time across the enterprise
On-demand Realtime
Data snapshots
Streaming and event processing
