SlideShare a Scribd company logo
1 of 64
Fundamentalsof Software Architecture Lookingbeyondthehype MarkusVölter (voelter@acm.org)
1 Introduction
Frustratedbyall thehype? Frustrated by all the hype?
If sothispresentationisforyou.
Otherwiseyoushouldleave
People oftentalk abouttechnologiesinsteadofarchitecturalconcepts.
Technology-discussionscreate a lotofaccidentalcomplexity.
Architecturalessenceishiddenbehindtechgobbledygook
Conceptschangemuch More slowlythanthe Hype-driventechno marketing
Thispresentation: Thispresentation: Timeless concepts
Thispresentation: Thispresentation: Relationships betweenthem
Thispresentation: Thispresentation: Exampleslanguages architecture technology
awarenesswhenbuildingsystems Goals
checklistsforreviewingsystems Goals
educationofdevelopersandarchitects Goals
ConceptsAtomicCombinable	Technology NeutralDescribableNamed	(Patterns, Laws, Principles)
CombinatorsB ! A B  A BA
Ok, let‘sgo… Ok, let‘sgo…
2 Breaking Things Down
Modularize Procedures, Classes, Components, Services, User Stories
! Modularize Encapsulate Private Members Frameworks  Facade Pattern  Components Layers/Rings/Levels Packed Data Wrapper
 !  Modularize Contracts Interfaces Pre/Post Conditions  Protocol State Machines  Message Exchange Patterns Published APIs
Decoupling CompensatingTx Message Queues ! Modularization
 Modularize Handle Crosscuts Aspect Orientation Interceptors Application Servers Exception Handling
Go Down Encapsulate  !   Modularize Assembler in C C in Python/Ruby SQL in Java
Isolate Pure functional vs. Impure Safety Critical Parts Real-Time Kernel OS Processes  !  Modularize
IsolateTechnology   !  Modularize  Isolate POJOs HALs JBI/SCA Code Gen/MDSD
3 Scalingthingsup
Parametrization Function Arguments Command-Line Args Configuration Files ! Modularization
Simplicity Web Lisp XML
Decentralization ! Contracts EmergentBehaviour The Internet Service-OrientedArchitecture
Bootstrapping Languages Compilers IDEs
Standard  Library Lisp (Grow A Language) AutosarSysComponentsMicrokernel OSs ! Modularize ! Types & Instances
Orthogonality Closures, Program As Data, Macros, Higher-Order Functions
Identity Pointers GUIDs MAC-Address URI QualifiedNames
4 Conceptualization
Abstraction Operating Systems High-Level Languages Models, DSLs
Types & Instances ProgrammingLanguages Components Models & Metamodels RDBMS/XML Schemas
Hierarchical Decomposition  Modularize Procedures/Methods State Machines, Components
Specialize Currying Inheritance State Machines
 !  Abstraction Formalize Languages Contracts Models State Machines
Viewpoints ! Formalization Configuration Files 4+1 Model Blackbox/Whitebox Types/Instances/Deployment
 !  Formalization Notation UML Lisp Java Ruby
 !  Modularize Go Meta Translators, Reflection,  Meta Programming, AOP
Reflection ! Go Meta Languages (Lisp, Smalltalk, Ruby) Embedded Systems (Static)
 !  Formalization  !  Go Meta Translate Compilers, Transformers, Generators, Macros (Lisp, Converge)
 !  Formalization  !  Go Meta Formalize Interpret Business Process Engines Data Driven Systems (Dynamic) Languages
Tracking Impurity in Haskell: io(…) Tainting (Static Analysis) Session State ACT Pattern
Automate Build, Test, Translate !  Formalization
5 DosandDon‘ts
!  Formalization Protocols Transctions Locking/Synchronization Resource Access
Make Explicit DOC Middleware Orthogonal Persistence (OR Mappers) DOC Middleware Orthogonal Persistence (OR Mappers) Make Transparent
Make Transparent Make Explicit Dependencies SOA, Messaging FunctionalProgramming PLE Variabilities Persistence: Loading Data
Software Architecture DSL: expressiveness MDSD: skeletons Scade/SystemC LimitFreedom
 !  Formalization  !  Go Meta Declaration Implementation App Servers (EJB), Plugin RT (Eclipse) Models, TransaactionalMemory
Test semantics, not syntax (code gen) Higher Order Functions (map, foreach) Transactional Memory Don‘t Overspecify
  Limit Freedom AvoidSideeffects FunctionalProgramming Concurrency (Sharing) Distribution
6 Process
Iterate Algorithms Refactoring Agile Processes
Capture Best Practices Patterns, DSLs, Models, Translators
More I Ownership vs. Reference BuildLanguages CohesionandCoupling (do onethingright, composability) Indirection (polymorphism, memreferencesforcompaction, namingservice) Prevention vs. Compensation
More II BuildPlatforms Versioning Pessimistic/Optimistic/Compensating Localize (Sync in MP, UML-M2M) Container (AppServer) Lazy/On-demand, Eager SelfModification (MetaProg, MOPs,       Embedded Optimization Measure: metrics, performance tuning, scalability,     test coverage
What do youthink? More Fundamentals? More Examples? Pleaseletmeknow! voelter@acm.org
THE END. THE END.

More Related Content

What's hot

Design Patterns - General Introduction
Design Patterns - General IntroductionDesign Patterns - General Introduction
Design Patterns - General IntroductionAsma CHERIF
 
CS8592 Object Oriented Analysis & Design - UNIT I
CS8592 Object Oriented Analysis & Design - UNIT ICS8592 Object Oriented Analysis & Design - UNIT I
CS8592 Object Oriented Analysis & Design - UNIT Ipkaviya
 
Lecture 19 design concepts
Lecture 19   design conceptsLecture 19   design concepts
Lecture 19 design conceptsIIUI
 
Software Measurement: Lecture 1. Measures and Metrics
Software Measurement: Lecture 1. Measures and MetricsSoftware Measurement: Lecture 1. Measures and Metrics
Software Measurement: Lecture 1. Measures and MetricsProgrameter
 
software-architecture-patterns
software-architecture-patternssoftware-architecture-patterns
software-architecture-patternsPallav Kumar
 
The Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTop
The Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTopThe Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTop
The Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTopSynergyTop Inc
 
9. Software Implementation
9. Software Implementation9. Software Implementation
9. Software Implementationghayour abbas
 
Domain Driven Design - Strategic Patterns and Microservices
Domain Driven Design - Strategic Patterns and MicroservicesDomain Driven Design - Strategic Patterns and Microservices
Domain Driven Design - Strategic Patterns and MicroservicesRadosław Maziarka
 
Database connectivity and web technologies
Database connectivity and web technologiesDatabase connectivity and web technologies
Database connectivity and web technologiesDhani Ahmad
 
Use Case Diagram
Use Case DiagramUse Case Diagram
Use Case DiagramAshesh R
 
Visual programming lecture
Visual programming lecture Visual programming lecture
Visual programming lecture AqsaHayat3
 
C# 101: Intro to Programming with C#
C# 101: Intro to Programming with C#C# 101: Intro to Programming with C#
C# 101: Intro to Programming with C#Hawkman Academy
 
Collaboration Diagram
Collaboration DiagramCollaboration Diagram
Collaboration Diagramfahad_uaar
 

What's hot (20)

3 Tier Architecture
3 Tier Architecture3 Tier Architecture
3 Tier Architecture
 
Software Sizing
Software SizingSoftware Sizing
Software Sizing
 
Object Oriented Design
Object Oriented DesignObject Oriented Design
Object Oriented Design
 
Design Patterns - General Introduction
Design Patterns - General IntroductionDesign Patterns - General Introduction
Design Patterns - General Introduction
 
CS8592 Object Oriented Analysis & Design - UNIT I
CS8592 Object Oriented Analysis & Design - UNIT ICS8592 Object Oriented Analysis & Design - UNIT I
CS8592 Object Oriented Analysis & Design - UNIT I
 
Lecture 19 design concepts
Lecture 19   design conceptsLecture 19   design concepts
Lecture 19 design concepts
 
Software Measurement: Lecture 1. Measures and Metrics
Software Measurement: Lecture 1. Measures and MetricsSoftware Measurement: Lecture 1. Measures and Metrics
Software Measurement: Lecture 1. Measures and Metrics
 
Ch09
Ch09Ch09
Ch09
 
Software Engineering
Software EngineeringSoftware Engineering
Software Engineering
 
software-architecture-patterns
software-architecture-patternssoftware-architecture-patterns
software-architecture-patterns
 
The Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTop
The Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTopThe Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTop
The Rise Of Low-Code And No-Code Platforms And Its Future | SynergyTop
 
9. Software Implementation
9. Software Implementation9. Software Implementation
9. Software Implementation
 
Domain Driven Design - Strategic Patterns and Microservices
Domain Driven Design - Strategic Patterns and MicroservicesDomain Driven Design - Strategic Patterns and Microservices
Domain Driven Design - Strategic Patterns and Microservices
 
Database connectivity and web technologies
Database connectivity and web technologiesDatabase connectivity and web technologies
Database connectivity and web technologies
 
Documenting Software Architectures
Documenting Software ArchitecturesDocumenting Software Architectures
Documenting Software Architectures
 
Use Case Diagram
Use Case DiagramUse Case Diagram
Use Case Diagram
 
CSharp.ppt
CSharp.pptCSharp.ppt
CSharp.ppt
 
Visual programming lecture
Visual programming lecture Visual programming lecture
Visual programming lecture
 
C# 101: Intro to Programming with C#
C# 101: Intro to Programming with C#C# 101: Intro to Programming with C#
C# 101: Intro to Programming with C#
 
Collaboration Diagram
Collaboration DiagramCollaboration Diagram
Collaboration Diagram
 

Similar to Fundamentals Of Software Architecture

Pharo: A Reflective System
Pharo: A Reflective SystemPharo: A Reflective System
Pharo: A Reflective SystemPharo
 
EclipseConEurope2012 SOA - Models As Operational Documentation
EclipseConEurope2012 SOA - Models As Operational DocumentationEclipseConEurope2012 SOA - Models As Operational Documentation
EclipseConEurope2012 SOA - Models As Operational DocumentationMarc Dutoo
 
The Impact of Emerging Technology on Digital Transformation
The Impact of Emerging Technology on Digital TransformationThe Impact of Emerging Technology on Digital Transformation
The Impact of Emerging Technology on Digital TransformationRichard Esplin
 
Software Modeling and Artificial Intelligence: friends or foes?
Software Modeling and Artificial Intelligence: friends or foes?Software Modeling and Artificial Intelligence: friends or foes?
Software Modeling and Artificial Intelligence: friends or foes?Jordi Cabot
 
System Dynamics and FOSS
System Dynamics and FOSSSystem Dynamics and FOSS
System Dynamics and FOSSMaikel Mardjan
 
Agile Development with OSGi
Agile Development with OSGiAgile Development with OSGi
Agile Development with OSGiMatt Stine
 
Domain oriented development
Domain oriented developmentDomain oriented development
Domain oriented developmentrajmundr
 
Designing for the Cloud Tutorial - QCon SF 2009
Designing for the Cloud Tutorial - QCon SF 2009Designing for the Cloud Tutorial - QCon SF 2009
Designing for the Cloud Tutorial - QCon SF 2009Stuart Charlton
 
Jared Whitlock Open Source In The Enterprise Plone @ Novell
Jared Whitlock   Open Source In The Enterprise    Plone @ NovellJared Whitlock   Open Source In The Enterprise    Plone @ Novell
Jared Whitlock Open Source In The Enterprise Plone @ NovellVincenzo Barone
 
Semantische interoperabiliteit met behulp van een bedrijfsbrede taxonomie
Semantische interoperabiliteit met behulp van een bedrijfsbrede taxonomieSemantische interoperabiliteit met behulp van een bedrijfsbrede taxonomie
Semantische interoperabiliteit met behulp van een bedrijfsbrede taxonomieRichard Claassens CIPPE
 
Evolving as a professional software developer
Evolving as a professional software developerEvolving as a professional software developer
Evolving as a professional software developerAnton Kirillov
 
Semantic Model-driven Engineering
Semantic Model-driven EngineeringSemantic Model-driven Engineering
Semantic Model-driven EngineeringSteffen Staab
 
Django in enterprise world
Django in enterprise worldDjango in enterprise world
Django in enterprise worldSimone Federici
 
.NET Architecture for Enterprises
.NET Architecture for Enterprises.NET Architecture for Enterprises
.NET Architecture for EnterprisesWade Wegner
 
Druid Adoption Tips and Tricks
Druid Adoption Tips and TricksDruid Adoption Tips and Tricks
Druid Adoption Tips and TricksImply
 

Similar to Fundamentals Of Software Architecture (20)

Pharo: A Reflective System
Pharo: A Reflective SystemPharo: A Reflective System
Pharo: A Reflective System
 
EclipseConEurope2012 SOA - Models As Operational Documentation
EclipseConEurope2012 SOA - Models As Operational DocumentationEclipseConEurope2012 SOA - Models As Operational Documentation
EclipseConEurope2012 SOA - Models As Operational Documentation
 
The Impact of Emerging Technology on Digital Transformation
The Impact of Emerging Technology on Digital TransformationThe Impact of Emerging Technology on Digital Transformation
The Impact of Emerging Technology on Digital Transformation
 
Software Modeling and Artificial Intelligence: friends or foes?
Software Modeling and Artificial Intelligence: friends or foes?Software Modeling and Artificial Intelligence: friends or foes?
Software Modeling and Artificial Intelligence: friends or foes?
 
System Dynamics and FOSS
System Dynamics and FOSSSystem Dynamics and FOSS
System Dynamics and FOSS
 
Dsm presentation (english)
Dsm presentation (english)Dsm presentation (english)
Dsm presentation (english)
 
Interoperability
InteroperabilityInteroperability
Interoperability
 
Agile Development with OSGi
Agile Development with OSGiAgile Development with OSGi
Agile Development with OSGi
 
Domain oriented development
Domain oriented developmentDomain oriented development
Domain oriented development
 
Designing for the Cloud Tutorial - QCon SF 2009
Designing for the Cloud Tutorial - QCon SF 2009Designing for the Cloud Tutorial - QCon SF 2009
Designing for the Cloud Tutorial - QCon SF 2009
 
Smalltalk and Business
Smalltalk and BusinessSmalltalk and Business
Smalltalk and Business
 
DSL Best Practices
DSL Best PracticesDSL Best Practices
DSL Best Practices
 
Jared Whitlock Open Source In The Enterprise Plone @ Novell
Jared Whitlock   Open Source In The Enterprise    Plone @ NovellJared Whitlock   Open Source In The Enterprise    Plone @ Novell
Jared Whitlock Open Source In The Enterprise Plone @ Novell
 
Let's talk about... Microservices
Let's talk about... MicroservicesLet's talk about... Microservices
Let's talk about... Microservices
 
Semantische interoperabiliteit met behulp van een bedrijfsbrede taxonomie
Semantische interoperabiliteit met behulp van een bedrijfsbrede taxonomieSemantische interoperabiliteit met behulp van een bedrijfsbrede taxonomie
Semantische interoperabiliteit met behulp van een bedrijfsbrede taxonomie
 
Evolving as a professional software developer
Evolving as a professional software developerEvolving as a professional software developer
Evolving as a professional software developer
 
Semantic Model-driven Engineering
Semantic Model-driven EngineeringSemantic Model-driven Engineering
Semantic Model-driven Engineering
 
Django in enterprise world
Django in enterprise worldDjango in enterprise world
Django in enterprise world
 
.NET Architecture for Enterprises
.NET Architecture for Enterprises.NET Architecture for Enterprises
.NET Architecture for Enterprises
 
Druid Adoption Tips and Tricks
Druid Adoption Tips and TricksDruid Adoption Tips and Tricks
Druid Adoption Tips and Tricks
 

More from Markus Voelter

Build your own Language - Why and How?
Build your own Language - Why and How?Build your own Language - Why and How?
Build your own Language - Why and How?Markus Voelter
 
Deklarative Smart Contracts
Deklarative Smart ContractsDeklarative Smart Contracts
Deklarative Smart ContractsMarkus Voelter
 
Using language workbenches and domain-specific languages for safety-critical ...
Using language workbenches and domain-specific languages for safety-critical ...Using language workbenches and domain-specific languages for safety-critical ...
Using language workbenches and domain-specific languages for safety-critical ...Markus Voelter
 
What's Missing in Language Workbenches
What's Missing in Language WorkbenchesWhat's Missing in Language Workbenches
What's Missing in Language WorkbenchesMarkus Voelter
 
How Domains Shape Languages
 How Domains Shape Languages How Domains Shape Languages
How Domains Shape LanguagesMarkus Voelter
 
Why Modeling Suck Sucks
Why Modeling Suck SucksWhy Modeling Suck Sucks
Why Modeling Suck SucksMarkus Voelter
 
Fusing Modeling and Programming into Language-Oriented Programming
Fusing Modeling and Programming into Language-Oriented ProgrammingFusing Modeling and Programming into Language-Oriented Programming
Fusing Modeling and Programming into Language-Oriented ProgrammingMarkus Voelter
 
The future of DSLs - functions and formal methods
The future of DSLs - functions and formal methodsThe future of DSLs - functions and formal methods
The future of DSLs - functions and formal methodsMarkus Voelter
 
Lessons Learned from building mbeddr
Lessons Learned from building mbeddrLessons Learned from building mbeddr
Lessons Learned from building mbeddrMarkus Voelter
 
The Design, Evolution and Use of KernelF
The Design, Evolution and Use of KernelFThe Design, Evolution and Use of KernelF
The Design, Evolution and Use of KernelFMarkus Voelter
 
Envisioning the Future of Language Workbenches
Envisioning the Future of Language WorkbenchesEnvisioning the Future of Language Workbenches
Envisioning the Future of Language WorkbenchesMarkus Voelter
 
Architecting Domain-Specific Languages
Architecting Domain-Specific LanguagesArchitecting Domain-Specific Languages
Architecting Domain-Specific LanguagesMarkus Voelter
 
Generic Tools - Specific Languages (PhD Defense Slides)
Generic Tools - Specific Languages (PhD Defense Slides)Generic Tools - Specific Languages (PhD Defense Slides)
Generic Tools - Specific Languages (PhD Defense Slides)Markus Voelter
 
Language-Oriented Business Applications
Language-Oriented Business ApplicationsLanguage-Oriented Business Applications
Language-Oriented Business ApplicationsMarkus Voelter
 
Generic Tools, Specific Laguages
Generic Tools, Specific LaguagesGeneric Tools, Specific Laguages
Generic Tools, Specific LaguagesMarkus Voelter
 
Domain Specific Language Design
Domain Specific Language DesignDomain Specific Language Design
Domain Specific Language DesignMarkus Voelter
 
From Programming to Modeling And Back Again
From Programming to Modeling And Back AgainFrom Programming to Modeling And Back Again
From Programming to Modeling And Back AgainMarkus Voelter
 
Faszination Segelfliegen
Faszination SegelfliegenFaszination Segelfliegen
Faszination SegelfliegenMarkus Voelter
 

More from Markus Voelter (20)

Consulting
ConsultingConsulting
Consulting
 
Build your own Language - Why and How?
Build your own Language - Why and How?Build your own Language - Why and How?
Build your own Language - Why and How?
 
Deklarative Smart Contracts
Deklarative Smart ContractsDeklarative Smart Contracts
Deklarative Smart Contracts
 
Using language workbenches and domain-specific languages for safety-critical ...
Using language workbenches and domain-specific languages for safety-critical ...Using language workbenches and domain-specific languages for safety-critical ...
Using language workbenches and domain-specific languages for safety-critical ...
 
What's Missing in Language Workbenches
What's Missing in Language WorkbenchesWhat's Missing in Language Workbenches
What's Missing in Language Workbenches
 
How Domains Shape Languages
 How Domains Shape Languages How Domains Shape Languages
How Domains Shape Languages
 
Why Modeling Suck Sucks
Why Modeling Suck SucksWhy Modeling Suck Sucks
Why Modeling Suck Sucks
 
Fusing Modeling and Programming into Language-Oriented Programming
Fusing Modeling and Programming into Language-Oriented ProgrammingFusing Modeling and Programming into Language-Oriented Programming
Fusing Modeling and Programming into Language-Oriented Programming
 
The future of DSLs - functions and formal methods
The future of DSLs - functions and formal methodsThe future of DSLs - functions and formal methods
The future of DSLs - functions and formal methods
 
Lessons Learned from building mbeddr
Lessons Learned from building mbeddrLessons Learned from building mbeddr
Lessons Learned from building mbeddr
 
The Design, Evolution and Use of KernelF
The Design, Evolution and Use of KernelFThe Design, Evolution and Use of KernelF
The Design, Evolution and Use of KernelF
 
Envisioning the Future of Language Workbenches
Envisioning the Future of Language WorkbenchesEnvisioning the Future of Language Workbenches
Envisioning the Future of Language Workbenches
 
Architecting Domain-Specific Languages
Architecting Domain-Specific LanguagesArchitecting Domain-Specific Languages
Architecting Domain-Specific Languages
 
Generic Tools - Specific Languages (PhD Defense Slides)
Generic Tools - Specific Languages (PhD Defense Slides)Generic Tools - Specific Languages (PhD Defense Slides)
Generic Tools - Specific Languages (PhD Defense Slides)
 
Language-Oriented Business Applications
Language-Oriented Business ApplicationsLanguage-Oriented Business Applications
Language-Oriented Business Applications
 
Generic Tools, Specific Laguages
Generic Tools, Specific LaguagesGeneric Tools, Specific Laguages
Generic Tools, Specific Laguages
 
Domain Specific Language Design
Domain Specific Language DesignDomain Specific Language Design
Domain Specific Language Design
 
From Programming to Modeling And Back Again
From Programming to Modeling And Back AgainFrom Programming to Modeling And Back Again
From Programming to Modeling And Back Again
 
Faszination Segelfliegen
Faszination SegelfliegenFaszination Segelfliegen
Faszination Segelfliegen
 
Introduction To MDD
Introduction To MDDIntroduction To MDD
Introduction To MDD
 

Recently uploaded

The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 

Recently uploaded (20)

The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 

Fundamentals Of Software Architecture