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(The annual) Outlook on Hot Technologies
Shahin Khan
When things change, they’re not the same any more
©2018 OrionX.net 2
Revolution
©2018 OrionX.net 3
Industrial InformationAgricultural
Agricultural ManufacturingMechanized Ag
ServiceDigital Mfg
Digital Farming
Revolution
Economy
Social / Economic ModelHunting à Farming
PlanningFamily structure
Governance
Social / Economic ModelRural à Cities
Automation - actionClimate
JobsMoney
Social / Economic ModelRegional à Global
Automation - decisionAwareness
MistrustAccelerated Change
Problems
DataExtraction
–Digitization
Processing–
IT Systems
Interpretation–
HPC
©2018 OrionX.net 4
Sources of data
5
Organizations
Systems
Things
People
DataExtracting
InformationContent
Apps
Big rules of big data
1. Data is cheaper to keep than to delete. Multiple copies, in fact.
2. Whatever caused you to collect data will cause you to collect a lot more data.
3. Big Data systems start small, show promise, go big.
4. Data must flow to be valuable. Just how valuable is a function of context.
5. Never assume that you know what is cause and what is effect.
6. The ratio of relevant data to irrelevant data will asymptotically approach zero.
7. The ultimate purpose of analysis is synthesis.
8. Time = Money = Data. There is always a context in which a piece of data is valuable.
9. Volume-Velocity-Variety-Value, meet Irreproducible-Irrelevant-Incomplete-Incorrect.
10. Given enough data, you can simultaneously "prove" opposites.
11. Most conclusions will be either uninteresting or invalid. Big Data starts with interesting-but-useless and graduates to valid-and-useful.
12. Big Data and HPC converge as data volume grows.
©2018 OrionX.net 6
©2018 OrionX.net 7
Hot Topics
If you’re not feeling discomfort,
you’re not out of your comfort zone
©2018 OrionX.net 8
Cloud MobilityBig DataAI IoTBlockchain
Security
•••
Security
New World Order: Digital Transformation (DX)It’s complex
©2018 OrionX.net 9
The FUTURE is
IoT Blockchain Quantum AI
where Machines/Bots/DAOs/Dappsdo most of the
Creating-Consuming-Paying
©2018 OrionX.net 10
Data Economy
IoT
©2018 OrionX.net 11
Atoms (Things)
Bits (Information)
Data Economy
Data Sources
GovernanceApplicationsDataDevices
Data Supply Data ProductData
Consumption(à Market)
Security
The Engine of the Information Age
HPC
©2018 OrionX.net 12
Experiment
Theory
SimulationInstrumentation
Automation
Visualization
NewWay
NewData
Communication
NewIdea
Digitization DataSTEM
ITHPC
Intelligence is Computable
AI = High Performance AI
©2018 OrionX.net 13
Artificial Intelligence
Search
Logical
Expert SystemStatistical
Numerical
Optimization
Big Data
Simulation / HPC Automation / IoTCloud
Big Rules of
Big DataAI
Blockchain is like
watching an Ingmar Bergman movie:
You know it’s important but you don’t get it
©2018 OrionX.net 14
Trust is computable
Blockchain = Decentralized trust
©2018 OrionX.net 15
Natural Scale DistributedNeed
TraceabilityRights Mgmt
BlockchainParticipation
Consensus Algorithms
Layer-2 Technologies
Token: Equity, Utility
Smart Contracts
DecentralizedCentralized
Traditional model
Tokenless
1. Probability functions made controllable2. Yes, too early3. Hot, and will remain hot for the next decade4. Used as an accelerator5. Is it QC à What can it do?6. Quantum supremacy, Y2Q, Quantum-safe Cryptography
©2018 OrionX.net 16
Quantum Computing
Change is best when it's your own idea
©2018 OrionX.net 17
Dealing with change
©2018 OrionX.net 18
Celebrate
Appreciate Recalibrate
Reinvent
Desirable Undesirable
ExpectedU
nexpected
Good
Great Bad
Awful
Desirable Undesirable
ExpectedU
nexpected
Thank You!