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Handwritten Text Recognition for manuscripts and early printed texts
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
Cloudera - Enabling the IoT Revolution Driving Insights in a Connected World
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1© Cloudera, Inc.
All rights reserved.
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2© Cloudera, Inc.
All rights reserved. - Driving Insights in A Connected World Cloudera - Enabling the IoT Revolution
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3© Cloudera, Inc.
All rights reserved. Agenda & Overview • IoT – A Revolution in the Making • The IoT Ecosystem • A Next gen IoT Analytics Engine • Cloudera Enterprise – Real Time Analytics for IoT • Key IoT Segments & Use Cases • IoT – Customer Case Studies • Summary
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All rights reserved. Internet of Things (IoT) – A Revolution In The Making $1.7 Trillion In Value 20% Annual Growth 30 Billion Things 250 Million Connected Vehicles Source - IDC & Gartner Estimates Internet of Things IoT Markets - 2020
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5© Cloudera, Inc.
All rights reserved. IoT – A Growing Universe of Connected Objects Source: McKinsey Source: Business Intelligence
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All rights reserved. IoT Will Drive An Explosion of Data… Data expected to explode to 44 ZB by 2020 Source: IDC 44 Trillion GB!80% of data will be unstructured
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All rights reserved. It’s all kind of meaningless unless you can make sense of all that data
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All rights reserved. Value is Maximized when Data is combined from other sources 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 by combining 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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All rights reserved. The IoT Ecosystem Consumer Industrial IoT Gateway Data Center Data Analytics Sensors/ Things Data Characteristics • Un-structured • Intermittent • Volume & Variety Gateway • Data Routing • Edge-Processing • Edge-Storage Sensors/ Things •To grow by 50X •Drop in prices by 70% in last 5 years Data Storage, Processing & Analytics IOT Data Characteristics • More processing in the cloud • Analytics on the cloud IOT Data Analytics • Key to Value Creation • Combine data from multiple sources & types • Drive business insights IOT Data Characteristics • Distributed Data Processing • Cloud & On-Premise Cloud
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All rights reserved. THE PATH AHEAD REQUIRES: • Real-Time Data Processing • Security & privacy of sensitive data • Data Governance • Complete Management
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11© Cloudera, Inc.
All rights reserved. Key Attributes For Next Gen IoT Data Platform Scale efficiently based on your data growth Effectively handle multiple data-types and structures Manage the complexity of real-time IoT data ingest Fundamentally Secure Real-Time Analytics – Combine and analyze data from multiple sources Flexible deployment options - Cloud & Distributed Data Processing
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All rights reserved. IoT – Key Segments & Use Cases
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All rights reserved. Internet of Things - Opportunity & Impact Source- Ovum: Understanding the IoT Opportunity: An Industry Perspective - 2015 Manufacturing is a future hotbed for IoT deployment The potential value that could be unlocked with IoT applications in factory settings could be as much as $3.7 trillion in 2025 - McKinsey Analysis$3.7T 50%Using real-time data to predict and prevent breakdowns can reduce downtime by 50 percent - McKinsey Analysis Reduction in Downtime 50% Healthcare: IoT can enable cutting the costs of chronic disease treatment by as much as 50 percent - McKinsey Analysis Reduction in Costs The number of connected vehicles will grow more than six fold to over 250 million by 2020 - Gartner 250 Million
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14© Cloudera, Inc.
All rights reserved. IoT – Key Segments & Use Cases Industrial IoT Manufacturing • Predictive Maintenance • Operations Optimization • Supply Chain Optimization Healthcare • Proactive & Connected Monitoring • Early detection & Diagnosis • Remote Measurements Energy & Utilities • Transmission & Distribution • Smart-Grid & Smart Meters • Ops & Predictive Maintenance Govt. & Public Services • Smart Cities • Traffic Optimization • Public Safety Insurance • Usage Based Insurance (UBI) • Telematics for Insurance • Insured Asset Management Retail • Automated Checkouts • Footfall Analytics & Promos • Inventory Optimization Telecommunications • Network Maintenance • Connected Homes/ Cars • Data Monetization Mobility • Telematics & Fleet Mgmt. • Tracking & Remote Monitoring • Condition Based Maintenance Consumer IoT Connected Cars • Real-Time Diagnostics • Remote Vehicle Management • In-car Connectivity & Infotainment Health & Lifestyle • Wearables • Health & Fitness Tracking • Real-Time Remote Monitoring Connected Homes • Home Automation & Security • Home Energy management • Smart Appliances Entertainment • Interconnected Smart Devices • Virtual Reality/ Interactive Gaming • Drones
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All rights reserved. • Supply Chain Optimization • Real-Time View of the Supply Chain • Inventory Optimization • Real-Time Inventory Predictions • Operations Optimization • Monitor Production Flow in Real-Time • Eliminate Waste and Improve Efficiencies • Improve Safety & Energy Efficiency Manufacturing/ Industrial IoT The potential value that could be unlocked with IoT applications in factory settings could be as much as $3.7 trillion in 2025 - McKinsey Analysis $3.7T 25%Increased Productivity 40% Cost Savings 50%Cost Savings - Source: McKinsey Analysis, 2015 1 • Predictive Maintenance • Equipment Monitoring & Diagnostics • Eliminate Machine Down-Time • Predictive Analytics & Alerts
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All rights reserved. Connected Cars • Predictive Maintenance • Vehicle Condition & Service Reminders • Predictive Analytics & Alerts • Remote Diagnostics By 2020, there will be a quarter billion connected vehicles on the road, enabling new in-vehicle services and automated driving capabilities - Gartner 250 Million 80%Reduction in Crashes 40%Reduction in Maintenance 5.5BHours in productivity recaptured - Source: McKinsey & Intel 2 • Safety & Security • Monitor speed, traffic & driving effectiveness • Collision Avoidance / Hazard warnings • Vehicle to Vehicle Communication • Autonomous Driving • Sensors generate 360 degree data • Analytics for Driverless Cars • Autopilot or Parking Traffic Smart Cars Smart Meters Toll Booths GPS/ Satellite Cellular Network Charging Stations
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All rights reserved. Connected Homes IoT-enabled energy management applications could have an economic impact of $50 billion to $110 billion globally in 2025 through savings on heating, air conditioning, and overall electricity use. - McKinsey Analysis $110 Billion 50% Adoption by 2025 $20B Economic Benefits 17% Reduced Workload Home Security & Safety • IoT Sensors and Security Systems • Combine Sensors, Camera & Analytics • Helps Reduce Property Damage & Break-ins Home Energy Management • Smart Meters & Thermostats • Dynamic Energy Management • Enables Customers Save on Energy Bills Smart Appliances & Automation • Gather Data on Daily Usage Patterns • Appliances that operate independently • Connected appliances that share intelligence - Source: McKinsey Analysis, 2015 3
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All rights reserved. Insurance & Telematics Usage Based Insurance (UBI) adoption rates are steadily increasing and by 2019, over 32 Million policies within North America will be UBI based 32.5 Million Subscribers 40% Reduced Claims cost 25% Reduction in Fuel Costs 50% More efficient Claims Process IoT Based Asset Monitoring • Sensors for Monitoring Home Insurance Risk • Connected Homes • Helps Reduce Property Damage Claims Usage Based Insurance (UBI) • Monitor & Track Driving Habits • Insurance & Coverage Based on Specific Risk • Enables Customers Save on Energy Bills Telematics • Fleet Performance & Management • Improve Route & Fuel Efficiency • Monitor Driving Performance & Safety - Source: E&Y, Everest Research Berg Insight Report, May 2015 4
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All rights reserved. Health & Wellness Potential annual value of IoT from monitoring and treating patients with chronic diseases can reach 1.1 T by 2025 $1.1 TRILLION 10% Improved Nursing efficiency 64%Drop in hospital Readmissions Market Size for Implantables by 2019 Wearables & Trackers • Connected Wearable Fitness Monitors • Remote & Continuous Patient Monitoring • Drives down hospitalizations and complications Connected Monitoring Devices • Accurate & Continuous Patient Monitoring • Proactive Monitoring for Acute Care • Detect Early Warning Signals and Action Implantables, Ingestables • Smart Pills & Nanobots • Replace surgery with less invasive procedures • Not mainstream yet - Source: McKinsey, Hospitals & Health Networks, Transparency Research & Ovum - McKinsey Research 5 33B
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20© Cloudera, Inc.
All rights reserved. Enabling Smart Parking in Milton Keynes with BT Challenge: • Increase efficiency and utilization of the parking spots at Milton Keynes Solution: • Sensors installed in the parking bays sent data streams to the Cloudera Data Hub hosted by BT • Real-time updates on parking availability over the web/ smartphones • Savings of £105M & reduced emissions TELCOMMUNICATIONS » SMART CITIES » IMPROVED UTILIZATION » COST REDUCTION Smart Cities
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All rights reserved. Thank You
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