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IoT is but the beginningWim Stoop
Senior PMM, Cloudera
@TheWimster
2© Cloudera, Inc. All rights reserved.
Internet of Things – A Revolution in the making
$1.7 Trillion
In Value
20% Annual Growth
30 BillionThings
IoT Markets - 2020
250 Million
Connected Vehicles
IoT Market
Source - IDC & Gartner Estimates Source - McKinsey
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2 PB of data / car.year 1 – 2 TB of data / day 5 – 10 TB of data / day
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IoT Data Characteristics
IoT data comes from a variety of different sources
• Massive volumes of intermittent data streams
• Generated from a variety of data sources
• Predominantly time-series
• Can come in streams (real-time) or batches
• Diverse, changing data structures and schemas
• Some of it may be perishable
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Value is Maximized when Data is Contextualised
Value of Data is multiplied when you combine and correlate it with other data from relevant sources
Improvement in value that can be unlocked by combining data from multiple IoT applications and sources
SOURCE: McKinsey Global Institute analysis
“Interoperability would significantly improve performance bycombining sensor data from different machines and systems to provide decision makers with an integrated view of performance across an entire factory or oil rig.”
40%
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Ingestion Zone Discovery Zone Integrated Zone Production
Raw Trusted
IngestValidation & Verification
Enrichment Transform Routing
Logical Information Architecture An environment that supports new ways of working
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Focus Areas to Unlock Value
Advanced AnalyticsData Engineering / Science Cloud
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Cloudera Enterprise – Real Time Analytics for IoT
BI Solutions Real-Time AppsSearch EDWSQL Analytics Machine Learning
Deployment Flexibility
Spark StreamingLeadership in Spark Integrated with EDH
Flexible StorageStore any and all Data.
Kudu - Fast Analytics onFast Data
Real-Time Data Processing
Data Security
Four pillars of security: Perimeter, Access, Visibility, and Data+ Record Service
Streaming IngestKafka & Flume - Real-Time Data Ingest for streaming, high volume data
Sensor/ IoT Data Internal Systems External Sources
Centralized Mgmt.
Cloudera Manager for centralized cluster management
Manage Multiple Clusters – On Premise or Cloud environment
- On Premise or Hybrid CloudOPERATIONSClouderaManagerClouderaDirector
DATAMANAGEMENT
ClouderaNavigator
EncryptandKeyTrusteeOptimizer
BATCHSqoop
REAL-TIMEKafka,Flume
PROCESS,ANALYZE,SERVE
UNIFIEDSERVICES
RESOURCEMANAGEMENTYARN
SECURITYSentry,RecordService
FILESYSTEMHDFS
RELATIONALKudu
NoSQLHBase
STORE
INTEGRATE
BATCHSpark,Hive,PigMapReduce
STREAMSpark
SQLImpala
SEARCHSolr
SDKPartners
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Powering a Variety of IoT Use Cases…
Connected Vehicles
Usage Based Insurance
Industrial IoT
Predictive Maintenance
Smart Ports Oil & Gas
Aerospace & Aviation Smart Healthcare
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IoT Use Case 1: Predictive Maintenance
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Use Case 2: Connected Vehicles
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Use Case 3: Smart Cities & Smart Infrastructure
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Use Case 4: Connected Products & Analytics
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Use Case 5:Retail, Logistics & Supply Chain
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In summary
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IoT is but the beginning, data is everything
Platform Context Differentiate
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Thank youWim Stoop
Senior PMM, Cloudera
@TheWimster