Internet of Things, Here an App There a Map … And What It All Means: DB or Not DB
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Internet of Things,Here an App There a Map …
And What It All Means:DB or Not DB
Raghu RamakrishnanCloud Information Services Lab (CISL)
Microsoft
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IoT: Connected Devices, Continuous Observations, Instantaneous Action, Rich History
http://blogs.cisco.com/news/the-internet-of-things-infographic/
Gartner: 50 billion intelligent devices by 2015 and 275 Exabytes per day of data being sent across the Internet by 2020
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HomeOSScouts
Drivers
Apps
UpdaterMonitorData logger
Analysis scripts
AppUI
Relayer
(Slide courtesy Ratul Mahajan, MSR)
HomeOS: An Instance of IoT
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Shoebox Store
THE DIGITAL SHOEBOX
• Capture any data, react instantaneously, mix with data stored anywhere• Tiered storage management• Federated access
• Use any analysis tool (anywhere, mix and match, interactively)• Compute fabric
• Collaborate/Share selectively
Tiered Shoebox Store
SQL / Hive /MR
Stream Processing
BusinessIntelligence
MachineLearning
RemoteStores
Compute Fabric
DATA INGEST
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SIGMODToo broad?
Whether it’s truer to the spiritTo study the springs and furrows of outrageous platformsOr to take cloud farms against a sea of observationsAnd by deep learning, act on themNIPS
Where’s the database?
DB or Not DBThat’s the question …