Continual Active Learning for Efficient Adaptation of Machine LearningModels ...
트랙1 io t 토론-oracle최윤석
1. Technology Trends
That We Need to Keep Eyes On
- Internet of Things
Oracle Worldwide ISV/OEM Business Unit
YoonSeok Choi / Tech Pre-sales Senior Director
yoonseok.choi@oracle.com
Twitter: Early_Adapter
13년 7월 2일 화요일
14. Vehicle Movement StreamingVideo
COMPANY OVERVIEW
• Motorola Solutions connects people through technology
• Motorola Solutions serves both enterprise and government
customers with core markets in public safety government
agencies and commercial enterprises
• Global presence with 23,000 employees worldwide in 65
countries with sales in over 100 countries
CHALLENGES/OPPORTUNITIES
• Provide a Fast Data intelligence layer for Big data streaming
video feeds
• Event Processing analyzes Real Time Video meta-data for
distinct patterns of interest to Government agencies and
law enforcement
• Centralized Exalogic implementation
WARNING: Suspect License plate
– CABO . MEXICO CITY
WARNING: Driver Criminal
Record
PROJECT OBJECTIVES
• Projects worldwide using a reusable scalable
architecture supporting 2800 or more cameras
• Streaming video meta data interfaces with
IOmniscient processing for Face recognition and
License plate monitoring
• Event patterns for duplicate plates within
temporal period beyond distance capabilities
• Speeding analysis with driver recognition
• Variable Toll Road Charging
RESULTS
• Ongoing partner relationship delivering planned
projects in many countries
• Prototyping successfully completed with live
video feed data
• Foundational technology for Smart Cities
platform solutions
13년 7월 2일 화요일
15. Where Apple and Dick Tracy May Converge
Inspector Gadget and James Bond had watches
that served as computers
Source: NewYorkTimes (2013/02/10)
13년 7월 2일 화요일
16. Wearable computing has big potential,
and not just on the face
Source: Forrester (2013/06/20)
13년 7월 2일 화요일
17. From Kickstarter to CES,
Pebble Watch
Source: Forbes (2013/01/09)
13년 7월 2일 화요일
18. From Kickstarter to CES,
Pebble Watch
Source: Forbes (2013/01/09)
13년 7월 2일 화요일
19. Pebble gets a golf app now
Source: engadget (2013/05/05)
13년 7월 2일 화요일
43. Device to Data Center Platform
Sensor
Smart Node
Gateway
M2M Server
Devices Communication
Management
Devices App Provisioning &
Management
Extensible App
Framework
Sensors
Management
Event Processing
Data Storage
Battery
operated
Actuator
Wireless
App
Manager
Native
App
Extensible App
Framework
Security Agent
Security Agent
Device Identity & Access
Mgmt
Identity Provisioning & Mgmt
Data Privacy Management
Access Control & Management
Real-time Data Routing
& Analysis
Message Queue
Complex Event Processing
NetworkFirewall
Key-Value
Database
Instant data
lookup and
analysis
Big Data
Large,
complex
collection of
datasets
Data Discovery
Big Data query
tools & knowledge
discovery
Database
Structured &
analyzed datasets
Business
Intelligence
Performance
Management
Alerts,
Dashboards &
Reports
Advanced
Analysis & Data
Science Tools
Query
Gather Enrich Stream Acquire Organize Analyze & Decide
Datacenter Management Server Management & Monitoring
DatabaseFirewall
Enterprise Integration Complex applications integration & SOA
13년 7월 2일 화요일
44. Oracle’s Reference Architecture
Sensor
Smart Node
Gateway
M2M Server
Device Communications Server
OTA Provisioning Server
Java Embedded
Suite
BerkeleyDB
Oracle Event
Processing
Embedded
Native App
Actuator
Java ME
Embedded
Comm. &
Mgmt Agent
Device Identity & Access Mgmt
Serial
CoAP
CoAP, HTTP,
TR-69, OMA-DM/
OMA Lightweight
CoAP
HTTP
TR-69
OMA-DM
Oracle Mobile Identity Management
Oracle Identity Management Suite
Oracle Mobile & Social Server
Real-time Data Routing &
Analysis
Oracle Event Processing
NetworkFirewall
Key-Value
Database
Oracle NoSQL
Database
Big Data
Cloudera
Hadoop
Data Discovery
Apache Pig
Database
Oracle Database
Business
Intelligence
Oracle Business
Intelligence
Enterprise Edition
Endeca
Information
Discovery
Oracle Real-time
Analytics
Oracle Big Data
Connectors
Datacenter Management Oracle Enterprise Manager
DatabaseFirewall
BerkeleyDB
Java ME
Embedded
BerkeleyDB
Communications/
Management
Proxy & Agent
Oracle Access Manager
REST
IdM Plugins
BigDataConnectors
NoSQL
Connectors
DataIntegrators
Exalogic BDA Exadata Exalytics
EM Plugin EM Plugin EM Plugin
Enterprise Integration Oracle SOA Suite
SOA Connectors SOA Connectors
Apache Hive
Oracle R Distribution
Apache FlumeREST
SOA
Connectors
Oracle Enterprise Messaging
Service
JMS
Comm. &
Mgmt Agent
Comm. & Mgmt
Agent
13년 7월 2일 화요일