#geodesummit: architecting data-driven, smarter cloud native apps with real-time decision-making
Post on 23-Feb-2017
1.807 Views
Preview:
TRANSCRIPT
A NEW PLATFORM FOR A NEW ERA
© Copyright 2014 Pivotal. All rights reserved.© Copyright 2014 Pivotal. All rights reserved.
Smarter data-driven apps
2
Real-time decision making
© Copyright 2014 Pivotal. All rights reserved.
X
© Copyright 2014 Pivotal. All rights reserved.
© Copyright 2014 Pivotal. All rights reserved.
Transactional Analytical
X
© Copyright 2014 Pivotal. All rights reserved.
Transactional Analytical
User Mgmt
Order Mgmt
Shipping
Inventory
Payment X
© Copyright 2014 Pivotal. All rights reserved.
Transactional
User Mgmt
Order Mgmt
Shipping
Inventory
Payment
Analytical
© Copyright 2014 Pivotal. All rights reserved.
Transactional
User Mgmt
Order Mgmt
Shipping
Inventory
Payment
Analytical
© Copyright 2014 Pivotal. All rights reserved.
Old and coldNew and fresh
© Copyright 2014 Pivotal. All rights reserved.
X
© Copyright 2014 Pivotal. All rights reserved.
X
Hybrid
© Copyright 2014 Pivotal. All rights reserved.
Hybrid
Transactional
Analytical
SQL
API
© Copyright 2014 Pivotal. All rights reserved.
Transactional
Analytical
SQL
API
User Mgmt
Order Mgmt
Shipping
Inventory
Payment
Cloud
© Copyright 2014 Pivotal. All rights reserved.
Transactional
Analytical
SQL
API
User Mgmt
Order Mgmt
Shipping
Inventory
Payment
Order Mgmt
Contract
InventoryContract
PaymentContract
User MgmtContract
RDBMs Polyglot Persistence
© Copyright 2014 Pivotal. All rights reserved.
Transactional
Analytical
SQL
API
User Mgmt
Order Mgmt
Shipping
Inventory
Payment
Order Mgmt
Contract
InventoryContract
PaymentContract
User MgmtContract
RDBMs Polyglot Persistence
© Copyright 2014 Pivotal. All rights reserved.
SQL
Machine Learning
Results
© Copyright 2014 Pivotal. All rights reserved.
Greenplum
Data Temperature
Hot
Warm
ANSI SQL
Parallel Configurable Data Load
GemFire
Rest / HTTP
Push updates
Transactional data write
behind
Analytical data to cache
Data Science, Analytics & ML
PivotalCloud
Fou
ndry
Web Console
PoS EmulatorPoS EmulatorPoS Emulator
© Copyright 2014 Pivotal. All rights reserved.
GemFire
Greenplum
© Copyright 2014 Pivotal. All rights reserved.
© Copyright 2014 Pivotal. All rights reserved.
© Copyright 2014 Pivotal. All rights reserved.
© Copyright 2014 Pivotal. All rights reserved.
Challenge: • Fraudsters use ID theft to file false tax returns, defrauding the
government and costing tax payers significantly • Need to enable complex fraud detection logic to stop billions in
fraud while ingesting large amounts of data over a short time period (1 million tax returns/hour)
• Existing Rules engine architecture used to detect fraud is doesn’t allow for real-time analysis
Solution: • Pivotal Data Engineering re-architected the Rules engine by
leveraging GemFire and Greenplum DB to achieve much faster data processing
• Reduced tax return processing time with real-time technology
Pivotal Solution includes: BDS, Data Labs
U.S. Government Agency Tackles ID Theft in Real-time Speed with In-Memory Technology
© Copyright 2014 Pivotal. All rights reserved.
Telco Network Quality KPIsFast Data Ingest and Real-time Analytics
Challenge:
• Provide network quality KPIs to Brazil's National Telco Agency
• Capture, analyze and guarantee data consistency for millions of data points / sec.
• Enable near real-time analytics over the high volume and fast data being transacted
Solution:
• Pivotal GemFire and Greenplum DB allow combined fast low-latency in-memory transactions and near real-time analytics
• Real-time data insights on cell phone network quality KPIs • Data Science engagement for improving the network
quality
24
Join the Apache Geode Community! • Check out http://geode.incubator.apache.org
• Subscribe: user-subscribe@geode.incubator.apache.org
• Download: http://geode.incubator.apache.org/releases/
A NEW PLATFORM FOR A NEW ERA
top related