SlideShare uma empresa Scribd logo
1 de 32
From Service-Oriented Architectures to Nature-Inspired  Self-aware Pervasive Service Ecosystems: The SAPERE Approach Franco Zambonelli Università di Modena e Reggio Emilia [email_address]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
The Changing ICT Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
New Requirements for Service Systems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Limits of  “Traditional” SOA ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Decentralized SOA ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Let ’s Take it Radically ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Nature-inspired Service Ecosystems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Natural Metaphors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
The Reference Architecture  ,[object Object],[object Object],[object Object],AWARE Lecture
The Pervasive Computing Continuum ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Users, Consumers, and Prosumers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
The World ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
The Eco-Laws ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Species ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
The Ecosystem Dynamics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Where is Self-awareness? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Which Natural Metaphor? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Metaphors (Social)
Metaphors T he TOTA Middleware (Mamei Zambonelli, 2004) The Proto Language (Beal, 2004) 0 1 1 1 2 3 2 3 2 2 3 3 2 2 2
Metaphors The  Gamma Coordination Language  (Banatre, 1990) ComputationalBiology and DNA Computing
Metaphors Amorphous Computing A nd Swarm  Robotics (Nagpal, 2002) Ant Colonies (Paruna k 2007; Babaoglu 2006) (Social)
Metaphors Computational Societies of agents (Jennings, 2003) Trophic Networks  (Agha, 2008; Zambonelli 2008) (Social)
Metaphors O ther metaphors ? (Social)
Comparative Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pros and Cons (Social)
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The SAPERE Approach ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
SAPERE Specific Objectives ,[object Object],[object Object],AWARE Lecture
Key Expected Results of SAPERE ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AWARE Lecture
Key Envisioned Impacts ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object],[object Object],AWARE Lecture

Mais conteúdo relacionado

Semelhante a Self-aware Pervasive Service Ecosystems - Franco Zambonelli

Coates p: 1999 agent based modelling
Coates p: 1999 agent based modellingCoates p: 1999 agent based modelling
Coates p: 1999 agent based modellingArchiLab 7
 
Fundamentals of Collective Adaptive Systems Manifesto
Fundamentals of Collective Adaptive Systems ManifestoFundamentals of Collective Adaptive Systems Manifesto
Fundamentals of Collective Adaptive Systems ManifestoFoCAS Initiative
 
Software Ecosystem Evolution. It's complex!
Software Ecosystem Evolution. It's complex!Software Ecosystem Evolution. It's complex!
Software Ecosystem Evolution. It's complex!Tom Mens
 
20111022 ontologiescomeofageocas germanymcguinnessfinal
20111022 ontologiescomeofageocas germanymcguinnessfinal20111022 ontologiescomeofageocas germanymcguinnessfinal
20111022 ontologiescomeofageocas germanymcguinnessfinalDeborah McGuinness
 
The repository ecology: an approach to understanding repository and service i...
The repository ecology: an approach to understanding repository and service i...The repository ecology: an approach to understanding repository and service i...
The repository ecology: an approach to understanding repository and service i...R. John Robertson
 
∞OS: Bodymind Operating System
∞OS: Bodymind Operating System∞OS: Bodymind Operating System
∞OS: Bodymind Operating SystemDmitry Paranyushkin
 
An implementation of a symbiotic ecology with self properties in an eHealth s...
An implementation of a symbiotic ecology with self properties in an eHealth s...An implementation of a symbiotic ecology with self properties in an eHealth s...
An implementation of a symbiotic ecology with self properties in an eHealth s...Athanasios Ouzounis
 
An ecologically influenced approach for learning resources
An ecologically influenced approach for learning resourcesAn ecologically influenced approach for learning resources
An ecologically influenced approach for learning resourcesR. John Robertson
 
Exploring the Science of Complexity in Aid Policy and Practice
Exploring the Science of Complexity in Aid Policy and PracticeExploring the Science of Complexity in Aid Policy and Practice
Exploring the Science of Complexity in Aid Policy and PracticeODI_Webmaster
 
F O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docxF O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docxlmelaine
 
F O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docxF O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docxmecklenburgstrelitzh
 
TOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENT
TOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENTTOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENT
TOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENTijasa
 
SYSTEM THINKING IN PUBLIC HEALTH
SYSTEM THINKING IN PUBLIC HEALTHSYSTEM THINKING IN PUBLIC HEALTH
SYSTEM THINKING IN PUBLIC HEALTHAneesa K Ayoob
 
SHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCE
SHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCESHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCE
SHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCENetworked Research Lab, UK
 
Agroforestry Systems Complex or worse? by Clas Andersson, Dept. of Energy and...
Agroforestry SystemsComplex or worse? by Clas Andersson, Dept. of Energy and...Agroforestry SystemsComplex or worse? by Clas Andersson, Dept. of Energy and...
Agroforestry Systems Complex or worse? by Clas Andersson, Dept. of Energy and...SIANI
 

Semelhante a Self-aware Pervasive Service Ecosystems - Franco Zambonelli (20)

SEABIS/SICS
SEABIS/SICSSEABIS/SICS
SEABIS/SICS
 
Coates p: 1999 agent based modelling
Coates p: 1999 agent based modellingCoates p: 1999 agent based modelling
Coates p: 1999 agent based modelling
 
Fundamentals of Collective Adaptive Systems Manifesto
Fundamentals of Collective Adaptive Systems ManifestoFundamentals of Collective Adaptive Systems Manifesto
Fundamentals of Collective Adaptive Systems Manifesto
 
Software Ecosystem Evolution. It's complex!
Software Ecosystem Evolution. It's complex!Software Ecosystem Evolution. It's complex!
Software Ecosystem Evolution. It's complex!
 
20111022 ontologiescomeofageocas germanymcguinnessfinal
20111022 ontologiescomeofageocas germanymcguinnessfinal20111022 ontologiescomeofageocas germanymcguinnessfinal
20111022 ontologiescomeofageocas germanymcguinnessfinal
 
The repository ecology: an approach to understanding repository and service i...
The repository ecology: an approach to understanding repository and service i...The repository ecology: an approach to understanding repository and service i...
The repository ecology: an approach to understanding repository and service i...
 
OOAD
OOADOOAD
OOAD
 
OOAD
OOADOOAD
OOAD
 
∞OS: Bodymind Operating System
∞OS: Bodymind Operating System∞OS: Bodymind Operating System
∞OS: Bodymind Operating System
 
An implementation of a symbiotic ecology with self properties in an eHealth s...
An implementation of a symbiotic ecology with self properties in an eHealth s...An implementation of a symbiotic ecology with self properties in an eHealth s...
An implementation of a symbiotic ecology with self properties in an eHealth s...
 
An ecologically influenced approach for learning resources
An ecologically influenced approach for learning resourcesAn ecologically influenced approach for learning resources
An ecologically influenced approach for learning resources
 
Exploring the Science of Complexity in Aid Policy and Practice
Exploring the Science of Complexity in Aid Policy and PracticeExploring the Science of Complexity in Aid Policy and Practice
Exploring the Science of Complexity in Aid Policy and Practice
 
F O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docxF O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docx
 
F O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docxF O R U MComplexity and TransitionManagementJan Rotman.docx
F O R U MComplexity and TransitionManagementJan Rotman.docx
 
20100427 Earthster Core Ontology
20100427 Earthster Core Ontology20100427 Earthster Core Ontology
20100427 Earthster Core Ontology
 
TOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENT
TOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENTTOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENT
TOWARD ORGANIC COMPUTING APPROACH FOR CYBERNETIC RESPONSIVE ENVIRONMENT
 
Complexity 101 by Cynthia Cavalli
Complexity 101 by Cynthia CavalliComplexity 101 by Cynthia Cavalli
Complexity 101 by Cynthia Cavalli
 
SYSTEM THINKING IN PUBLIC HEALTH
SYSTEM THINKING IN PUBLIC HEALTHSYSTEM THINKING IN PUBLIC HEALTH
SYSTEM THINKING IN PUBLIC HEALTH
 
SHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCE
SHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCESHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCE
SHARED VOCABULARIES FOR COLLECTIVE INTELLIGENCE
 
Agroforestry Systems Complex or worse? by Clas Andersson, Dept. of Energy and...
Agroforestry SystemsComplex or worse? by Clas Andersson, Dept. of Energy and...Agroforestry SystemsComplex or worse? by Clas Andersson, Dept. of Energy and...
Agroforestry Systems Complex or worse? by Clas Andersson, Dept. of Energy and...
 

Mais de FET AWARE project - Self Awareness in Autonomic Systems

Mais de FET AWARE project - Self Awareness in Autonomic Systems (20)

Academic Course: 13 Applications of and Challenges in Self-Awareness
Academic Course: 13 Applications of and Challenges in Self-AwarenessAcademic Course: 13 Applications of and Challenges in Self-Awareness
Academic Course: 13 Applications of and Challenges in Self-Awareness
 
Academic Course: 12 Safety and Ethics
Academic Course: 12 Safety and EthicsAcademic Course: 12 Safety and Ethics
Academic Course: 12 Safety and Ethics
 
Academic Course: 08 Pattern-based design of autonomic systems
Academic Course: 08 Pattern-based design of autonomic systemsAcademic Course: 08 Pattern-based design of autonomic systems
Academic Course: 08 Pattern-based design of autonomic systems
 
Academic Course: 07 Introduction to the Formal Engineering of Autonomic Systems
Academic Course: 07 Introduction to the Formal Engineering of Autonomic SystemsAcademic Course: 07 Introduction to the Formal Engineering of Autonomic Systems
Academic Course: 07 Introduction to the Formal Engineering of Autonomic Systems
 
Academic Course: 06 Morphogenetic Engineering
Academic Course: 06 Morphogenetic EngineeringAcademic Course: 06 Morphogenetic Engineering
Academic Course: 06 Morphogenetic Engineering
 
Academic Course: 04 Introduction to complex systems and agent based modeling
Academic Course: 04 Introduction to complex systems and agent based modelingAcademic Course: 04 Introduction to complex systems and agent based modeling
Academic Course: 04 Introduction to complex systems and agent based modeling
 
Academic Course: 02 Self-organization and emergence in networked systems
Academic Course: 02 Self-organization and emergence in networked systemsAcademic Course: 02 Self-organization and emergence in networked systems
Academic Course: 02 Self-organization and emergence in networked systems
 
Academic Course: 01 Self-awarenesss and Computational Self-awareness
Academic Course: 01 Self-awarenesss and Computational Self-awarenessAcademic Course: 01 Self-awarenesss and Computational Self-awareness
Academic Course: 01 Self-awarenesss and Computational Self-awareness
 
Awareness: Layman Seminar Slides
Awareness: Layman Seminar SlidesAwareness: Layman Seminar Slides
Awareness: Layman Seminar Slides
 
Industry Training: 04 Awareness Applications
Industry Training: 04 Awareness ApplicationsIndustry Training: 04 Awareness Applications
Industry Training: 04 Awareness Applications
 
Industry Training: 03 Awareness Simulation
Industry Training: 03 Awareness SimulationIndustry Training: 03 Awareness Simulation
Industry Training: 03 Awareness Simulation
 
Industry Training: 02 Awareness Properties
Industry Training: 02 Awareness PropertiesIndustry Training: 02 Awareness Properties
Industry Training: 02 Awareness Properties
 
Industry Training: 01 Awareness Overview
Industry Training: 01 Awareness OverviewIndustry Training: 01 Awareness Overview
Industry Training: 01 Awareness Overview
 
Robot Swarms as Ensembles of Cooperating Components - Matthias Holzl
Robot Swarms as Ensembles of Cooperating Components - Matthias HolzlRobot Swarms as Ensembles of Cooperating Components - Matthias Holzl
Robot Swarms as Ensembles of Cooperating Components - Matthias Holzl
 
Towards Systematically Engineering Ensembles - Martin Wirsing
Towards Systematically Engineering Ensembles - Martin WirsingTowards Systematically Engineering Ensembles - Martin Wirsing
Towards Systematically Engineering Ensembles - Martin Wirsing
 
Capturing the Immune System: From the wet-­lab to the robot, building better ...
Capturing the Immune System: From the wet-­lab to the robot, building better ...Capturing the Immune System: From the wet-­lab to the robot, building better ...
Capturing the Immune System: From the wet-­lab to the robot, building better ...
 
Underwater search and rescue in swarm robotics - Mark Read
Underwater search and rescue in swarm robotics - Mark Read Underwater search and rescue in swarm robotics - Mark Read
Underwater search and rescue in swarm robotics - Mark Read
 
Computational Self-awareness in Smart-Camera Networks - Lukas Esterle
Computational Self-awareness in Smart-Camera Networks - Lukas EsterleComputational Self-awareness in Smart-Camera Networks - Lukas Esterle
Computational Self-awareness in Smart-Camera Networks - Lukas Esterle
 
Why Robots may need to be self-­‐aware, before we can really trust them - Ala...
Why Robots may need to be self-­‐aware, before we can really trust them - Ala...Why Robots may need to be self-­‐aware, before we can really trust them - Ala...
Why Robots may need to be self-­‐aware, before we can really trust them - Ala...
 
Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...
Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...
Morphogenetic Engineering: Reconciling Architecture and Self-Organization Thr...
 

Último

Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Celine George
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfAMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfphamnguyenenglishnb
 
Karra SKD Conference Presentation Revised.pptx
Karra SKD Conference Presentation Revised.pptxKarra SKD Conference Presentation Revised.pptx
Karra SKD Conference Presentation Revised.pptxAshokKarra1
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxthorishapillay1
 
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYKayeClaireEstoconing
 
Culture Uniformity or Diversity IN SOCIOLOGY.pptx
Culture Uniformity or Diversity IN SOCIOLOGY.pptxCulture Uniformity or Diversity IN SOCIOLOGY.pptx
Culture Uniformity or Diversity IN SOCIOLOGY.pptxPoojaSen20
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parentsnavabharathschool99
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfTechSoup
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Jisc
 
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSGRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSJoshuaGantuangco2
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPCeline George
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfErwinPantujan2
 
Judging the Relevance and worth of ideas part 2.pptx
Judging the Relevance  and worth of ideas part 2.pptxJudging the Relevance  and worth of ideas part 2.pptx
Judging the Relevance and worth of ideas part 2.pptxSherlyMaeNeri
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPCeline George
 

Último (20)

Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfAMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
 
Karra SKD Conference Presentation Revised.pptx
Karra SKD Conference Presentation Revised.pptxKarra SKD Conference Presentation Revised.pptx
Karra SKD Conference Presentation Revised.pptx
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptx
 
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
 
Culture Uniformity or Diversity IN SOCIOLOGY.pptx
Culture Uniformity or Diversity IN SOCIOLOGY.pptxCulture Uniformity or Diversity IN SOCIOLOGY.pptx
Culture Uniformity or Diversity IN SOCIOLOGY.pptx
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parents
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...
 
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSGRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERP
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
 
Judging the Relevance and worth of ideas part 2.pptx
Judging the Relevance  and worth of ideas part 2.pptxJudging the Relevance  and worth of ideas part 2.pptx
Judging the Relevance and worth of ideas part 2.pptx
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERP
 

Self-aware Pervasive Service Ecosystems - Franco Zambonelli