evolutionary machine intelligence in smart markets of microservices
TRANSCRIPT
Evolutionary
Machine Intelligence
Stefan Ianta
@v_ianta
Evolutionary
Machine IntelligenceSmart Markets for microServices
Stefan Ianta MBA PMP CSM
Cofounder Servi.ca / Ianta Labs
Summary
Two Worlds
References
Reverse Game Theory of Smart Markets
Service Compilers
Memoization
Building the portal
Q & A
Machine City vs Zion
• 100M Internet servers
• Billions of processors
• 37 Trillion cells
• Quadrillions processes
• Computational Universe
Summary
Two Worlds
References
Reverse Game Theory of Smart Markets
Service Compilers
Memoization
Building the portal
Q & A
In the memory of MIT Prof. Marvin Minsky 1927-2016
References
Plans and the Structure of BehaviorGeorge Miller, Eugene Galanter, Karl PribramUniversal planning grammar
The Emotion MachineMarvin Minsky
Increase Complexity to solve Big problems
Godel Escher BachDouglas HofstadterRules, Quines, Theorem provers
Language Implementation PatternsTerrence Parr – The Antlr Guy – antlr.orgGenerating parse trees from dynamic grammars
Graph DatabasesIan Robinson, Jim Webber and Emil Eifrem
Neo4j.org
A New Kind of ScienceStephen Wolfram
Automatons, Turing Machines
Link Grammar
• http://www.link.cs.cmu.edu/link/
Link Grammar
• http://www.cs.cmu.edu/afs/cs.cmu.edu/
project/link/pub/www/papers/ps/tr91-
196.pdf
Quine
Willard Van Orman Quine
Douglas Hofstadter
Cypher Query Language
Neo4j – Graph Database
neo4j.com
Neo Technologies
EngineSearch
MarketSmart
Summary
Two Worlds
References
Reverse Game Theory of Smart Markets
Service Compilers
Memoization
Building the portal
Q & A
Smart Markets
• Periodic auctions
• Mathematical optimization
• Knapsack problem
• Combinatorial auctions
• Parties are generally anonymous
• Market algorithm enforces regulation,
fairness and transparency
Solution Design
• engineering approach to designing
economic mechanisms or incentives,
toward desired objectives, in strategic
settings,
• Reverse Game Theory
• broad applications, from economics and
politics (markets, auctions, voting
procedures) to networked-systems
(internet interdomain routing, sponsored
search auctions).
• The 2007 Nobel Memorial Prize in
Economic Sciences was awarded to Leonid
Hurwicz, Eric Maskin, and Roger Myerson
"for having laid the foundations of
mechanism design theory".[
Summary
Two Worlds
References
Reverse Game Theory of Smart Markets
Service Compilers
Memoization
Building the portal
Q & A
Service Compilers
Business Models
Contexts
Change
Service
Microservices, APIs, Web Services
Solutions
Innovations
Services as Rules
Language
Antlr
Neo4j
Business Transformation
Google Model
Smart Market of Services
Extending the Google Business Model into a
Smart Service Compiler
Graph Reactor / Ianta Labs
Initial Business Context – Data & Code
ClientsRulesRivals
Code
MetaData
Plans
Data Team
Sales
Bank
Skills
CONTEXT
Graph Reactor / Ianta Labs
Final Business Context – Data & Code
ClientsRules
Rivals
Codes
Meta-Data
Plan
DataTeam
Sales
Money
Skills
CONTEXT
Graph Reactor / Ianta Labs
Change = Triple (Initial Context, Services, Final Context)
Change
Service = Triple (Initial Context Pattern, Microservices, Final Context Pattern)
Microservice = Triple (Input Cypher Query, Function, Output Cypher Query)
Graph Reactor / Ianta Labs
Project = Sum (Services)
Service 1
Service 2
Service n
Graph Reactor / Ianta Labs
Solution = Sequence (Services)
Service nService 1
Graph Reactor / Ianta Labs
Innovation = Agile Search (Solution) + Novelty Test
Service n
Service 1
Graph Reactor / Ianta Labs24
Microservice = Coding Service
Integer dimX = 3;
Antlr4 View Neo4j View
Graph Reactor / Ianta Labs25
Iterator Microservicefor (int i = 0; i < dimX; i++) {
p[i] = db.createNode(pixel);}
Antlr4 View Neo4j View
Graph Reactor / Ianta Labs
CRUD Solution Expansion
Graph Reactor / Ianta Labs27
What Investors Expect
ModelBusiness
CodeSolution
ValidateSolution
PrintMoney
UpdateProcess
Graph Reactor / Ianta Labs28
The Real Speed of Projects
ModelBusiness
CodeSolution
ValidateSolution
PrintMoney
UpdateProcess
Graph Reactor / Ianta Labs29
Solution=
Path
Target Context
Metadata
Big data
Software
Initial Context
Metadata
Big Data
Software
Big Data Solution Search Process
Initial Context / Code Target Context / CodeChanges
Transformation
Graph Reactor / Ianta Labs30
Search Engine Business Model
AdWordsAdvertisersPay Per ClickAdSense
Web MastersPay Per Click
Internet Pages SearchQuestion WordsOne question/search
Search Engines Do NOT Build Solutions
Internet Pages are Contributed by Millions of People
Graph Reactor / Ianta Labs31
Expanding Search Engine Model into an Innovation Engine
AdWordsAdvertisersPay Per Click
AdSenseWeb MastersPay Per Click
Internet Pages SearchInternet UsersOne question/search
MicroservicesProgrammers
Pay Per Use
Cypher AnnotationsBusiness AnalystsPay Per Use
Budgeted ProjectsProduct ManagersPay Per Use
Graph Reactor / Ianta Labs32
Budgeted ProjectsProduct ManagersPay for solutions
MicroservicesProgrammers
Get paid
Cypher AnnotationsAnalysts / StudentsGet paid
Investment DecisionsExecutives / Investors
Pay for services
Tw
ee
t S
ma
rt 4
Pro
gre
ss
Microservices Search Engine
Graph Reactor / Ianta Labs33
Solution=
Path
Target Context
Metadata
Big data
Target Code
Initial Context
Metadata
Big Data
Initial code
Big Data Solution Search Process
Initial Code Target Code
Graph Reactor / Ianta Labs34
Graph Reactor / Ianta Labs35
Implementation Steps
• Translate existing APIs into Microservices / Coders + DevOps
• Annotate microservices with Cypher queries / BAs
• Define projects including test queries / Product Managers
• Graph Reactor• neo4j.com/blog/cypher-microservices-part-1• neo4j.com/blog/cypher-microservices-part-2• neo4j.com/blog/cypher-microservices-part-3• neo4j.com/blog/cypher-microservices-part-4
Summary
Two Worlds
References
Reverse Game Theory of Smart Markets
Service Compilers
Memoization
Building the portal
Q & A
Memoization
How Smart Markets of services can
implement Evolutionary Machine Learning
Summary
Two Worlds
References
Reverse Game Theory of Smart Markets
Service Compilers
Memoization
Building the portal
Q & A
Building the Portal
Smart Markets of Services
A mix of services
PwC
Graph Reactor / Ianta Labs41
Project Managers
Programmers
Analysts
Entrepreneurs
Investors
Fastest, Cheapest, Top Quality Solutions Generator
Multisided Market Platform
Marketers
Graph Reactor / Ianta Labs42
$50B Market Opportunity
Critical Thinking Decomposed to Logic Rules
30M Coders & IT
~100M Managers
7B Brains
10M x 50w x 40h = 20Bh x $50 = $1T
100M x 50w x 40h = 200Bh x $50 = $10T
1000M x 50w x 40h = 2000Bh x $5 = $10T
Graph Reactor / Ianta Labs43
Reactor Ignition Timeline
Prototype01
Trading & Payments Platform 4 Microservices 02
Loading Services & Annotations03
Ignite Reactor04
Looking for:- Developers- Partners- Investors
Q1 2016 Q2 2016 Q3 2016 Q4 2016 Q1 2017 Q2 2017
Summary
Cypher ~ Universal context description language
Annotated microservices/smart contracts ~ Genes
Microservices smart markets ~ Genetic algorithms
Internet of services ~ Genetic pool
Search engine for services ~ Gene ranking/selection
Progressive computational economy ~ Evolutionary genetic pool
Optimal decisions in current context
“
”
Civilization advances by extending
the number of important
operations which we can perform
without thinking of them.
Alfred North Whitehead
Interested to join building a smart automated market of services?
Q & AStefan Ianta
@v_ianta
servi.ca
https://ca.linkedin.com/in/stefanianta
Two Worlds
Consciousness and all behavior is computed
by trillions of processes of live cells
BBC documentary:
"All Watched Over By
Machines of Loving Grace“
The Architect
Alfred North Whitehead
Process philosophy
Trinity College, Cambridge
https://www.infoq.com/presentations/
Are-We-There-Yet-Rich-Hickey
Best practices
Engineered
Labour Standards
MTM Methods-Time Measurement
http://mtm-international.org/
Engineered
Labour Standards
Observing the sequence of
labour actions
of human computers
The Market
The invisible hand
The Solution Search Engine
Self-assembling wires
Stanford Complexity Group
www.youtube.com/watch?v=PeHWqr9dz3c
Cell Reproduction
DNA replication
www.youtube.com/watch?v=TNKWgcFPHqw