THE CLOUD, THE INTERNET OF THINGS, AND THE EXAFLOOD
Transcript of THE CLOUD, THE INTERNET OF THINGS, AND THE EXAFLOOD
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THE CLOUD, THE INTERNET OF THE CLOUD, THE INTERNET OF THINGS, AND THE EXAFLOOD THINGS, AND THE EXAFLOOD
Michael R. NelsonVisiting Professor, Internet StudiesCommunication, Culture and Technology ProgramGeorgetown [email protected]
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GUIRR 23 February 2010
My Background
B.S., geology, CaltechPh.D., geophysics, MIT1988 ‐‐ Congressional Science Fellow4 years as Senator Gore's science advisor4 years as IT policy guru at White House1998‐1999 ‐‐ Technologist at FCC9+ years as IBM’s Director, Internet Tech. Teaching at Georgetown since January, 2008Part of Obama campaign’s tech policy team
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In Washington, Words Matter
The right words can:Define an issueKill a projectStir emotionsMobilize people
Examples:Obama: “Change”Estate tax > “Death tax”Strategic Defense Initiative > “Star Wars”
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In Washington, Numbers Matter
It helps to have hundreds of pages of data
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In Washington, Numbers Matter
It helps to have hundreds of pages of data
But to make a point, you need two good, memorable “factoids”
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In Washington, Numbers Matter
It helps to have hundreds of pages of data
But to make a point, you need two good, memorable “factoids”
(preferably true)
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A personal anecdote is worth a dozen policy papers—especially if other people (and the media) start repeating it.
In Washington, Stories Matter
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To share a few key words and concepts about the Internet 2020To share some useful numbersTo tell a few storiesTo share a little historyTo assign additional readings
My Goals Today
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PEOPLE
First Word
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•Hardware
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•Hardware
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•Hardware
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•Hardware
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•Hardware•Software
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•Hardware•Software•People
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•Hardware•Software•Organizations •People
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•Hardware•Software•Organizations •People
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.
•Software•Organizations •People
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•Software•Organizations •People
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•Organizations •People
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•Organizations •People•Policy
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VISION
Second Word
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"Where there is no vision, the people perish”Proverbs 29:18
Words from the Bible
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"Where there is no vision, the people perish”Proverbs 29:18
(Or at least you waste a lot of time and money.)
Words from the Bible
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VISION as Elevator Pitch
We are entering the third phase of the InternetAs profound as the World Wide WebThe next 2‐3 years will define the Next Generation Internet
Standards and business practices are shaping the Net as much—or more—than law and regulation
The Internet revolution is less than 15% completeNumber of usersTotal bandwidthTotal amount of contentNumber of devicesNumber of applications
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“CHEAP REVOLUTION”Coined by Rich Karlgaard , Forbes, April 2003Cheap, commodity hardwareOpen source software (e.g. Linux)Cloud computingDo‐it‐yourself tech support
COST SAVINGS OF 90 PERCENT
Vision in a buzz phrase
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CLOUD
Third Word
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Application Service ProviderGridDistributed ComputingEtc.
Words that Didn’t Work
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A fundamentally new approach to computing.
It enables companies and users to use the Internet to almost instantly tap the
data, software, storage, and computing power they need to respond to any customer demand, market opportunity, or competitive threat
What is it?
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Read the NIST definitionhttp://csrc.nist.gov/groups/SNS/cloud‐computing/Cloud computing is a model for enabling convenient, on‐demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
What is it? (Part 2)
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Examples of Cloud Computing
Academic grids as a prototype of the cloudAmazon, Google, Microsoft building huge data
centers and offering online appsAmazon’s Elastic Compute CloudGmail – “the entry drug for cloud users”Flickr, YouTubeOnline back‐upSalesForce.comAkamai delivers 15‐20 percent of Internet traffic BOINC grids more powerful than supercomputers
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Akamai – Visualizing the Internet
http://www.akamai.com/html/technology/visualizing_akamai.html
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GAME CHANGER
Fourth Word
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Cloud Computing
Why it matters:This is the 3rd phase of the InternetThis is the 3rd phase of COMPUTING
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The Third Phase of the Internet
1969 1980 1990 2000 2010
Capability
Phase 1 - Communicating
Phase 2 - Content
Phase 3Collaboration
?
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“The Big Switch” by Nicholas Carr
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Gartner Says Cloud Computing Will Be As Influential As E‐business
Special Report Examines the Realities and Risks of Cloud Computing (June 26, 2008)
This is a VERY big deal
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MANY‐TO‐MANY
Fifth Word
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Phase One – Stand Alone Computer
App. Data
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Phase Two – The Web
Web sites
DataApp.
BrowserPC
DataData
Data
Data
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Phase Three – The Cloud
DataData Data
DataApp.
App. App.
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THINGS
Sixth Word
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The Internet of Things
Why it matters:100 billion devices, not just 1.4 billion PCs
Impacts?Increased need for ubiquitous wirelessA flood of new data from sensors, etc.New uses for the Cloud
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The Cloud + The Internet of Things
DataData Data
DataApp.
App. App.
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The Cloud + The Internet of Things
DataData Data
DataApp.
App. App.
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The Cloud + The Internet of Things
DataData Data
DataApp.
App. App.
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Sensors Will Predominate…
•1990 2000 2010 2020•YEAR
•100 M
•1 B
•10 B
•100 B
•Computers
•Internet-connected devices
•Appliances
•Sensors
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EXAFLOOD
Seventh word
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Total Amount of Data Connected to The Internet
2001 1 petabyte (1015 bytes)2006 1 exabyte (1018 bytes)2010 1 zettabyte (1021 bytes)
The result of:
More people spending More time using more data‐rich applicationsMore replication and caching of data
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Data, Data Everywhere…Video surveillanceE‐commerceLocation‐dependent servicesCustomized video on‐demandVideo‐conferencingNetworked devicesEmbedded sensorsData mining
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Estimating the Exaflood(Swanson and Gilder, 2008)
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What’s in the Exaflood?
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CROWDSOURCING
Eighth Word
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Google mapsNorth Korea satellite photosGoogle Flu TrendsGoogle economic statistics Hal Varian, AAAS annual meeting, Feb. 19
Examples
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METADATA
Ninth Word
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Automated metadata generationMetadata built into devices
StandardsIncentives?
Metadata from modelsState of the hardwareState of the applications softwareState of the operating software
Harnessing Crowdsourcing
Challenges of Metadata
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FLOating Point OperationS per Spatial PointTen VariablesHundred Operations Per Updated VariableOne Thousand FLOPS per Updated Spatial Point
One Dimensional DynamicsFor 1000 Spatial Points Need MEGAFLOP
Two DimensionsFor 1000x1000 Spatial Points Need GIGAFLOP
Three DimensionsFor 1000x1000x1000 Spatial Points Need TERAFLOP
Three Dimensions + Adaptive Mesh RefinementNeed PETAFLOP
The Exaflood of model data(From Larry Smarr, AAAS, February 22, 2010)
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TRANSPARENCY
Tenth Word
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How will you build trust in the Cloud?How will you improve security?How will you create a market for security and privacy?How to convince people to share more of their personal data?How to avoid the “killer bumper sticker”Will Zuckerberg’s Law continue to apply?
Critical questions
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1) Privacy Notice
2) Authentication
3) Authorization
4) Data collection
COLLECTION
APPLICATION
5) Use
STORAGE
6) StoreProtect
Minimize
7) Discovery
PARTNER8) Contract
8) Contract
9) Disclose
9) Disclose
AUDIT
10) Track
10) Track10) Track
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PREDICTIONS
Eleventh Word
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Within 5 years, 80% of all computing and storage done worldwide could happen “in the cloud”
BIG, Hairy Audacious Prediction #1
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Within 5 years, 80% of all computing and storage done worldwide could happen “in the cloud”
(But it might take 10 years)
BIG, Hairy Audacious Prediction #1
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Within 5 years, 100 BILLION devices and sensors could be connected to the Net
BIG, Hairy Audacious Prediction #2
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Within 10 years, 100 BILLION devices and sensors will be connected to the Net
Not‐quite‐so‐audacious Prediction #2
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TechnicalAgreement and adoption of key standardsIPv6, DNSsec, IPsec, Grid standards
Business practicesCooperation around open standards vs. proprietary lock‐in; open source software
CultureUsers have to learn to “trust the cloud”CIOs and their teams have to adapt to new roles
Policy
Why Not?
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POLICY
Last Word
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GOVERNMENTS’ FIRST CHALLENGEHow to be an early adopter of new technologies?
(such as Cloud computing, social media, sensors)
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GOVERNMENTS’ FIRST CHALLENGEHow to be an early adopter of new technologies ?
(such as Cloud computing, sensors)
To do list:Fix procurementEnsure ubiquitous, Big BroadbandMove to open standards, Avoid lock‐inPromote open source softwareAddress securityChange culture and reorganize
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PrivacySearch warrants, wiretapping in the Cloud?
TransparencyOnline copyrightLiability for cloud service providers
Who’s responsible for Illegal activities?
International data flowsCompetition policy
Updating policies for the Cloud and the Internet of Things
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The Promise and Peril of Big DataAspen Institute’s Communications and Society Program
Required Reading on Big Data
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GUIRR 23 February 2010
1. The Clouds Scenario2. The Cloudy Skies Scenario3. The Blue Skies Scenario
Three Possible Futures
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The Clouds Scenario
Different, distinct, proprietary cloudsNon‐interoperable standardsThe cable television network business model; bottlenecks and monopolies
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The Cloudy Skies Scenario
Distinct cloudsInterconnectedCloud applications aren’t interoperableLittle common middleware (e.g. no single sign‐on)Lots of missed opportunities
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Blue Skies Scenario
A “cloud of clouds” like the network of networksTruly interoperable clouds services“Mix and match”Common middlewareSeamlessAlmost infinite opportunities
Sky’s the Limit!!
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GUIRR 23 February 2010
Conclusions
The Internet Revolution is less than 15% completeThe Internet Revolution will be as disruptive as the printing press, but:Much fasterTotally globalMore unpredictable
When in doubt, empower the user!