architecting for the internet of things & big data robert stackowiak, oracle north america, vp...
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Architecting for the Internet of Things& Big Data
Robert Stackowiak, Oracle North America, VP Information Architecture & Big Data
September 29, 2014
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. | 3
Safe Harbor StatementThe following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle’s products remains at the sole discretion of Oracle.
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Who Oracle is Talking to about the Internet of Things
• Aircraft Suppliers & Manufacturers• Automotive Suppliers &
Manufacturers• Computer & Mobile Device
Manufacturers• Energy Management Firms &
Utilities• Entertainment & Media• Healthcare / Extended Care
Providers
• Home & Commercial Appliance Manufacturers• Insurance Companies• IT Service Providers• Railroads• Retailers• Security Systems Providers
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Oracle IoT Reference Architecture
Smart Sensor
IoT Comm. Agent
Application Framework
Sensor
IoT Comm. Agent
Application Framework
Gateway
Application Framework
IoT Comm. Agent &
Mgmt Proxy
IoT Comm. Gateway
Protocol Mediation
Web Services Security
Web Services Mgmt
IoT Identity & Access Mgmt
Device Access Management
Device Identity Management
Identity Directory/Database
IoT Management
Device Registration & Mgmt
Message Cache
Management Console
Applications Provisioning
Data Routing & Analysis
Distributed Data Grid
Complex Event Processing
Big Data
Big Data Store
Data Aggregator
NoSQL DB
Key Value Data Store
Database
RDBMS
Business Intelligence
Performance Management
Alerts, Dashboards & Reports
Advanced Analysis & Data Science
Tools
Data & Knowledge Discovery Tools
Enterprise Integration
Complex applications integration & SOA
DatacenterManagement
Server Management & Monitoring
Gather Enrich Stream Manage Acquire Organize & Analyze
Local Event Analysis
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Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Oracle IoT Reference Architecture
Smart Sensor
IoT Comm. Agent
Application Framework
Sensor
IoT Comm. Agent
Application Framework
Gateway
Application Framework
IoT Comm. Agent &
Mgmt Proxy
IoT Comm. Gateway
Protocol Mediation
Web Services Security
Web Services Mgmt
IoT Identity & Access Mgmt
Device Access Management
Device Identity Management
Identity Directory/Database
IoT Management
Device Registration & Mgmt
Message Cache
Management Console
Applications Provisioning
Data Routing & Analysis
Distributed Data Grid
Complex Event Processing
Big Data
Big Data Store
Data Aggregator
NoSQL DB
Key Value Data Store
Database
RDBMS
Business Intelligence
Performance Management
Alerts, Dashboards & Reports
Advanced Analysis & Data Science
Tools
Data & Knowledge Discovery Tools
Enterprise Integration
Complex applications integration & SOA
DatacenterManagement
Server Management & Monitoring
Gather Enrich Stream Manage Acquire Organize & Analyze
Local Event Analysis
Ca
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Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
• Data with variety as well as volume and velocity
• All sorts of data can land here for processing (semi-structured, structured, streaming data not in rows and columns)
• Data could come from sensors, social media & other web sites as well as from traditional sources
The Data that Lands in Hadoop and NoSQL
Characteristics
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Oracle and the Big Data Components
zBY INDUSTRY & LINE OF BUSINESS
BIG
DAT
A AP
PLIC
ATIO
NS
DISCOVERY
BUSI
NES
SAN
ALYT
ICS
BUSINESS ANALYTICS
DATA RESERVOIR
BIG
DAT
AM
ANAG
EMEN
T
DATA WAREHOUSE
SOU
RCES
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Silos Standardize Optimize Information as a Platform
• One off tools/solutions• Bottom-up• Local business unit
driven• Many versions of truth• Independent data
marts
• Enterprise standard tools/solutions
• Data warehouse and dependent data marts
• IT & LOB partnership• Secure, consistent
access to all data
• Agile, flexible architecture
• Analyze “just in time” structured & unstructured data together
• Advanced analytics & real-time recommendations
• All stage 3 capabilities delivered as a platform (service/cloud)
• Access of tools and data among broad subscriber group
Maturity & Capability
Unified Information Architecture Maturity Phases
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Platform Strategy with Real-time Recommendations
Data Warehouse / Data Marts
Business Intelligence Tools
ERP, CRM & Other Transactional Apps
Historic Source of Truth Reporting, Query and Analysis Tools
Information Discovery Engine
Advanced Analytics
Website Logs & Data NoSQL DBSensors
Hadoop High Volume Distributed File System
MapReduce output
Structured Data
Semi-structured Data
Real-Time Analyticsand Recommendations
Recommend Location & User Profile
R, SAS
Discoveries
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Potential Oracle Products in the Footprint
Endeca Information Discovery on Exalytics
Cloudera HDFS on Big Data Appliance
Reliable, Available, Secure Source of Truth
Fast, Intuitive Data Discovery
Website Logs & Data Oracle NoSQL DB
Real-time Recommendations
Analyst Friendly Reporting Query & Analysis Tools
Unstructured Data Analysis
Sensors
Oracle Database DW on Exadata
Oracle BI Foundation Suite, Hyperion on
Exalytics
Oracle ERP & CRM Solutions on Exadata
OracleReal-Time Decisions
Structured Data Analysis
Big Data Connectors
ODI
OEP
Advanced Analytics, In-Memory, Big
Data SQL
R, SAS
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Oracle Remote Service Delivery – Extending the Footprint
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
Oracle IoT Reference Architecture
Smart Sensor
IoT Comm. Agent
Application Framework
Sensor
IoT Comm. Agent
Application Framework
Gateway
Application Framework
IoT Comm. Agent &
Mgmt Proxy
IoT Comm. Gateway
Protocol Mediation
Web Services Security
Web Services Mgmt
IoT Identity & Access Mgmt
Device Access Management
Device Identity Management
Identity Directory/Database
IoT Management
Device Registration & Mgmt
Message Cache
Management Console
Applications Provisioning
Data Routing & Analysis
Distributed Data Grid
Complex Event Processing
Big Data
Big Data Store
Data Aggregator
NoSQL DB
Key Value Data Store
Database
RDBMS
Business Intelligence
Performance Management
Alerts, Dashboards & Reports
Advanced Analysis & Data Science
Tools
Data & Knowledge Discovery Tools
Enterprise Integration
Complex applications integration & SOA
DatacenterManagement
Server Management & Monitoring
Gather Enrich Stream Manage Acquire Organize & Analyze
Local Event Analysis
Ca
pil
lary
Ne
two
rks
Ne
two
rk F
ire
wa
ll
Intr
an
et
Fir
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all
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Copyright © 2014, Oracle and/or its affiliates. All rights reserved. |
IT Focus
Roadmap to Implementation (IT
& LOBs)
Business Information Mapping (LOBs)
Visioning (IT & LOBs)
Technical Information
Architecture (IT)
Use Case Hypothesis (LOBs)
A Methodology & Information Architecture Workshops
Implementation (IT, SI & LOBs)
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. | 15
Next Step: Contact Oracle if you Need Help
• North America– Information Architecture & Big Data: [email protected]–Oracle Enterprise Architects / Information Architecture: [email protected]– Hadoop Big Data Workshops: [email protected]
• EMEA– Information Architecture & Big Data: [email protected]
Copyright © 2014, Oracle and/or its affiliates. All rights reserved. | 16