Evolutionary Machine Intelligence in Smart Markets of microservices

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


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


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".[

https://en.wikipedia.org/wiki/Engineering

https://en.wikipedia.org/wiki/Economic_incentive

https://en.wikipedia.org/wiki/Strategy_(game_theory)

https://en.wikipedia.org/wiki/Nobel_Memorial_Prize_in_Economic_Sciences

https://en.wikipedia.org/wiki/Leonid_Hurwicz

https://en.wikipedia.org/wiki/Eric_Maskin

https://en.wikipedia.org/wiki/Roger_Myerson

https://en.wikipedia.org/wiki/Mechanism_design#cite_note-2

Summary

Two Worlds

References


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


Final Business Context – Data & Code

ClientsRules

Rivals

Codes

Meta-Data

Plan

DataTeam

Sales

Money

Skills

CONTEXT


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)


Project = Sum (Services)

Service 1

Service 2

Service n


Solution = Sequence (Services)

Service nService 1


Innovation = Agile Search (Solution) + Novelty Test

Service n

Service 1

Graph Reactor / Ianta Labs24

Microservice = Coding Service

Integer dimX = 3;

Antlr4 View Neo4j View

https://www.facebook.com/


Iterator Microservicefor (int i = 0; i < dimX; i++) {

p[i] = db.createNode(pixel);}

Antlr4 View Neo4j View

https://www.facebook.com/


CRUD Solution Expansion


What Investors Expect

ModelBusiness

CodeSolution

ValidateSolution

PrintMoney

UpdateProcess


The Real Speed of Projects

ModelBusiness

CodeSolution

ValidateSolution

PrintMoney

UpdateProcess


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


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


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


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


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



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


Service Compilers

Memoization

Building the portal

Q & A

Memoization

How Smart Markets of services can

implement Evolutionary Machine Learning

Summary

Two Worlds

References


Service Compilers

Memoization

Building the portal

Q & A

Building the Portal

Smart Markets of Services

A mix of services

PwC


Project Managers

Programmers

Analysts

Entrepreneurs

Investors

Fastest, Cheapest, Top Quality Solutions Generator

Multisided Market Platform

Marketers


$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


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

https://en.wikipedia.org/wiki/Trinity_College,_Cambridge

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