SlideShare uma empresa Scribd logo
1 de 1
Baixar para ler offline
Julia Schaumeier
     A Tripartite Analytic Framework for                                                                                                                                                                                                                                                                                                                          j.schaumeier09@imperial.ac.uk
Characterising Awareness and Self-Awareness                                                                                                                                                                                                                                                                                                                                      Jeremy Pitt
      in Autonomic Systems Research                                                                                                                                                                                                                                                                                                                                         j.pitt@imperial.ac.uk

                                                                                                                                                                                                                                                                                                                                                                           Giacomo Cabri

                                                                                       Autonomic Systems Research                                                                                                                                                                                                                                                      giacomo.cabri@unimore.it




                                                                                                                                                                                                                                                                                                                                                                                              54
                                                                                            !               "             "
                                                                                            !               #             $


      awareness
                                                                                                                          "%

                                                                                                                                                                                                                                                                                                                                                                        opinion
                                                                                                                                                                                     !"#$%&'(%)$$*+,%-.**$#
                                                                                                                                                                                     -.**$#                          &'                               /



                 magazine
                                                                                                                                                                                     )$$*+
                                                                                                                                                                                     12$3345,%6$789:95,%-.**$#
                                                                                                                                                                                                                     &'
                                                                                                                                                                                                                     &'
                                                                                                                                                                                                                                                      0
                                                                                                                                                                                                                                                      ;                                                                                                                         s
                                                                                                           result                                                                                                                          result
                                                                                                                                                                                     6<#$=45                         &'                               >
                                                                                                                                                                                     )$$*+                           &'                              ?@


      25
                                                               &'()*+',-*./)0'1'22                                                                                                                    AB<CD<D497




                           data                                                                                                                                                                                                                                                                                                                                     data
                                                                                                                                                                                           'E9*"D497F':$#G$78$
                                                           30'456(57'8+',-*./)0'1'22
                                                                                                                                                                                                            &$*HIJ
                                                           3'0252()1(8+',-*./)0'1'22                                                                                                                                                                                                                                     !#9C$#D4$=
                                                                                                                                                                                             K$<#747GF6$2<E49"#
                                                             9'1'0568+',-*./)0'1'22                                                                                                   L4=D#4M"D497%<7B%N9**$8D4E$=

                                                             3057)('8+',-*./)0'1'22                                                                                                            &+=D$:%!#9C$#D4$=

                                                                                                                                                                                       O7H9#:<D497%<7B%-9B$**47G
                                                              3:;,568+',-*./)0'1'22                                                                                                                                                                                                                                      L$E$*9C:$7D
                                                                                                                                                                                             P$8274Q"$=F&+=D$:=
                                                                 +',-*<=1265=:21'22
                                                                                                                                                                                                &$#E48$=F&+=D$:=                                                                                                         &"CC9#D
                                                                      <=1265=:21'22                                                                                                              &984<**+%O7=C4#$B                                                                                                       O7D$#B4=84C*47<#4D+
                                                                                         .0(5-565),8    <=@A:('08     >1('0)6(57'8    D'(/=0E28F8      +5(:)(5=18                                                           A#D4H484<*%    N9:C"D$#%      O7D$#<8D4E$%    T$DU9#V=%W%      &4D"<D497%
                                                                                                                                                                    +/)0@8C=;=(562                                                                                                                      &U<#:%S9M9D48=
                                                                                       >1(',,5?'16'    B0?)152)(5=1    C=;=(562      >1-0)2(0:6(:0'   C'6=?15(5=1                                                         O7D$**4G$78$    R#G<74=<D497     S9M9D48=      O7H#<=D#"8D"#$   S$89G74D497




                           analysis                                                                                                                                                                                                                                                                                                            analysis
  1                                                                                                                                       2                                                                                                                                                                                                    3
                   LEVELS                                                                                                                                                 FIELDS                                                                                                                                                                              THEMES
  Meta-Self-Awareness

                                                                                                                tool
  • classification according to roles, identity,...
  • mental model of others’ models on someone
                                                                                                                                                      Artificial Intelligence
                                                                                                                                                      • awareness as attribute of intelligent agents
                                                                                                                                                                                                                                                tool                                                                                               Properties
                                                                                                                                                                                                                                                                                                                                                   • Adaptation
                                                                                                                                                                                                                                                                                                                                                        ‣ hostile/changing environment
  Predictive Self-Awareness                                                                                                                           • self-awareness in machine-consciousness                                                                                                                                                    • Evolution and Emergence
  • model inner states of others, future environment                                                                                                                                                                                                                                                                                                    ‣ adaptive/evolving systems

                                                                                                                                                      Computer Organisation                                                                                                                                                                        • Self-*
  Persistent Self-Awareness
  • reflection on self extended over time                  tool                                                                                        • automatic hardware re-configuration
                                                                                                                                                      • multi-core processors
                                                                                                                                                                                                                                                                                                                tool                                    ‣ * = expression, organisation, awareness,...
                                                                                                                                                                                                                                                                                                                                                   • Learning and Behaviour
                                                                                                                                                                                                                                                                                                                                                        ‣ based on knowledge, related to cognition
                                                                                                                                                                                                                                                                                                                                                   • Distribution and Collectives
                                                                                                                                                                                                                                                                                                                                                        ‣ collaborating autonomous components
  Generic Self-Awareness                                                                                                                              Interactive Robotics                                                                                                                                                                         • System Properties
  • construct medal model of self on basis of private/                                                                                                • perception of environment                                                                                                                                                                       ‣ fault tolerance, robustness, autonomy,...
    public self-awareness                                                                                                                             • actor modelling
                                                                                                                                                                                                                                                                                                                                                   Development
  Private Self-Awareness                                                                                                                              Networks & Infrastructure                                                                                                                                                                    • Information and Modelling
  • reflection about internal state (emotion, goals,...)                                                                                               • load balancing and traffic shaping                                                                                                                                                              ‣ internal states, model at runtime
                                                                                                                                                      • critical infrastructure protection                                                                                                                                                         • Techniques and Systems
                                                                                                                                                                                                                                                                                                                                                        ‣ bio-inspired computing, multi-agent systems,
  Public Self-Awareness                                                                                                                                                                                                                                                                                                                                   sensor networks,...
  • awareness of appearance, effects of own actions                                                                                                   Situation Recognition
                                                                                                                                                      • data analytics                                                                                                                                                                             Support
  Self-Consciousness                                                                                                                                  • event semantics                                                                                                                                                                            • Services and Systems
                                                                                                                                                                                                                                                                                                                                                        ‣ adaptive middleware and services
  • analyse self over time, differentiate from others
                                                                                                                                                      Swarm Robotics
  Consciousness                                                                                                                                       • controlled emergence                                                                                                                                                                       Interdisciplinarity
                                                                                                                                                      • stigmergy                                                                                                                                                                                  • Socially Inspired
  • aware of position/movement relative to environment                                                                                                                                                                                                                                                                                                  ‣ psychology, social phenomena,...
  • relate past/future events to present

Mais conteúdo relacionado

Semelhante a Autonomic Systems Research

(E book) business plan - writing an effective
(E book)   business plan - writing an effective(E book)   business plan - writing an effective
(E book) business plan - writing an effectiveAvinaba Ghosh
 
"Work like the Network" for the Social Business Summit 2010
"Work like the Network" for the Social Business Summit 2010"Work like the Network" for the Social Business Summit 2010
"Work like the Network" for the Social Business Summit 2010Lane Becker
 
Work like the Network for Shift 2010
Work like the Network for Shift 2010Work like the Network for Shift 2010
Work like the Network for Shift 2010Lane Becker
 
Master conference gaia scagnetti
Master conference gaia scagnettiMaster conference gaia scagnetti
Master conference gaia scagnettilideresacademicos
 
Work like the Network for MX 2010
Work like the Network for MX 2010Work like the Network for MX 2010
Work like the Network for MX 2010Lane Becker
 
The New Customer Experience Landscape, CANUX 09
The New Customer Experience Landscape, CANUX 09The New Customer Experience Landscape, CANUX 09
The New Customer Experience Landscape, CANUX 09Lane Becker
 
Hibari at TEW5 (japanese)
Hibari at TEW5 (japanese)Hibari at TEW5 (japanese)
Hibari at TEW5 (japanese)CLOUDIAN KK
 
CES Capabilities Overview
CES Capabilities OverviewCES Capabilities Overview
CES Capabilities OverviewNickPeligno
 
Primitives And Design Patterns for Top-Down SOA Implementations
Primitives And Design Patterns for Top-Down SOA ImplementationsPrimitives And Design Patterns for Top-Down SOA Implementations
Primitives And Design Patterns for Top-Down SOA ImplementationsMichael zur Muehlen
 
McDonald's Options are Trading Rich - Super Sized Volatility
McDonald's Options are Trading Rich - Super Sized VolatilityMcDonald's Options are Trading Rich - Super Sized Volatility
McDonald's Options are Trading Rich - Super Sized VolatilityRYAN RENICKER
 
Agencyfamilytrees2010
Agencyfamilytrees2010Agencyfamilytrees2010
Agencyfamilytrees2010yardleyluk
 
Agency Family Tree 2010
Agency Family Tree 2010Agency Family Tree 2010
Agency Family Tree 2010Prakash Ranjan
 
Agency Family trees 2010
Agency Family trees 2010Agency Family trees 2010
Agency Family trees 2010Jan Bultinck
 
Agency Family Trees 2010
Agency Family Trees 2010Agency Family Trees 2010
Agency Family Trees 2010Plínio Okamoto
 
Twitter guide(트위터가이드) ver1.1.2
Twitter guide(트위터가이드) ver1.1.2Twitter guide(트위터가이드) ver1.1.2
Twitter guide(트위터가이드) ver1.1.2Jae-min Sung
 

Semelhante a Autonomic Systems Research (20)

6o kefalaio
6o kefalaio6o kefalaio
6o kefalaio
 
(E book) business plan - writing an effective
(E book)   business plan - writing an effective(E book)   business plan - writing an effective
(E book) business plan - writing an effective
 
Satish nande
Satish nandeSatish nande
Satish nande
 
"Work like the Network" for the Social Business Summit 2010
"Work like the Network" for the Social Business Summit 2010"Work like the Network" for the Social Business Summit 2010
"Work like the Network" for the Social Business Summit 2010
 
Work like the Network for Shift 2010
Work like the Network for Shift 2010Work like the Network for Shift 2010
Work like the Network for Shift 2010
 
Master conference gaia scagnetti
Master conference gaia scagnettiMaster conference gaia scagnetti
Master conference gaia scagnetti
 
Work like the Network for MX 2010
Work like the Network for MX 2010Work like the Network for MX 2010
Work like the Network for MX 2010
 
The New Customer Experience Landscape, CANUX 09
The New Customer Experience Landscape, CANUX 09The New Customer Experience Landscape, CANUX 09
The New Customer Experience Landscape, CANUX 09
 
Hibari at TEW5 (japanese)
Hibari at TEW5 (japanese)Hibari at TEW5 (japanese)
Hibari at TEW5 (japanese)
 
A4 yuan
A4 yuanA4 yuan
A4 yuan
 
Compagnon thee en thema - Diana Russo
Compagnon thee en thema - Diana RussoCompagnon thee en thema - Diana Russo
Compagnon thee en thema - Diana Russo
 
CES Capabilities Overview
CES Capabilities OverviewCES Capabilities Overview
CES Capabilities Overview
 
Primitives And Design Patterns for Top-Down SOA Implementations
Primitives And Design Patterns for Top-Down SOA ImplementationsPrimitives And Design Patterns for Top-Down SOA Implementations
Primitives And Design Patterns for Top-Down SOA Implementations
 
McDonald's Options are Trading Rich - Super Sized Volatility
McDonald's Options are Trading Rich - Super Sized VolatilityMcDonald's Options are Trading Rich - Super Sized Volatility
McDonald's Options are Trading Rich - Super Sized Volatility
 
Agencyfamilytrees2010
Agencyfamilytrees2010Agencyfamilytrees2010
Agencyfamilytrees2010
 
Agencyfamilytrees2010
Agencyfamilytrees2010Agencyfamilytrees2010
Agencyfamilytrees2010
 
Agency Family Tree 2010
Agency Family Tree 2010Agency Family Tree 2010
Agency Family Tree 2010
 
Agency Family trees 2010
Agency Family trees 2010Agency Family trees 2010
Agency Family trees 2010
 
Agency Family Trees 2010
Agency Family Trees 2010Agency Family Trees 2010
Agency Family Trees 2010
 
Twitter guide(트위터가이드) ver1.1.2
Twitter guide(트위터가이드) ver1.1.2Twitter guide(트위터가이드) ver1.1.2
Twitter guide(트위터가이드) ver1.1.2
 

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: 03 Autonomic Multi-Agent Systems
Academic Course: 03 Autonomic Multi-Agent SystemsAcademic Course: 03 Autonomic Multi-Agent Systems
Academic Course: 03 Autonomic Multi-Agent Systems
 
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...
 

Último

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
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management SystemChristalin Nelson
 
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
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
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
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONHumphrey A Beña
 
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptxAUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptxiammrhaywood
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxthorishapillay1
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
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
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Seán Kennedy
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomnelietumpap1
 
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
 
Science 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptxScience 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptxMaryGraceBautista27
 
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
 

Último (20)

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
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management System
 
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
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptxLEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
 
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptxFINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
 
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
 
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptxYOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
 
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptxAUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptx
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
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
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choom
 
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
 
Science 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptxScience 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptx
 
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
 

Autonomic Systems Research

  • 1. Julia Schaumeier A Tripartite Analytic Framework for j.schaumeier09@imperial.ac.uk Characterising Awareness and Self-Awareness Jeremy Pitt in Autonomic Systems Research j.pitt@imperial.ac.uk Giacomo Cabri Autonomic Systems Research giacomo.cabri@unimore.it 54 ! " " ! # $ awareness "% opinion !"#$%&'(%)$$*+,%-.**$# -.**$# &' / magazine )$$*+ 12$3345,%6$789:95,%-.**$# &' &' 0 ; s result result 6<#$=45 &' > )$$*+ &' ?@ 25 &'()*+',-*./)0'1'22 AB<CD<D497 data data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analysis analysis 1 2 3 LEVELS FIELDS THEMES Meta-Self-Awareness tool • classification according to roles, identity,... • mental model of others’ models on someone Artificial Intelligence • awareness as attribute of intelligent agents tool Properties • Adaptation ‣ hostile/changing environment Predictive Self-Awareness • self-awareness in machine-consciousness • Evolution and Emergence • model inner states of others, future environment ‣ adaptive/evolving systems Computer Organisation • Self-* Persistent Self-Awareness • reflection on self extended over time tool • automatic hardware re-configuration • multi-core processors tool ‣ * = expression, organisation, awareness,... • Learning and Behaviour ‣ based on knowledge, related to cognition • Distribution and Collectives ‣ collaborating autonomous components Generic Self-Awareness Interactive Robotics • System Properties • construct medal model of self on basis of private/ • perception of environment ‣ fault tolerance, robustness, autonomy,... public self-awareness • actor modelling Development Private Self-Awareness Networks & Infrastructure • Information and Modelling • reflection about internal state (emotion, goals,...) • load balancing and traffic shaping ‣ internal states, model at runtime • critical infrastructure protection • Techniques and Systems ‣ bio-inspired computing, multi-agent systems, Public Self-Awareness sensor networks,... • awareness of appearance, effects of own actions Situation Recognition • data analytics Support Self-Consciousness • event semantics • Services and Systems ‣ adaptive middleware and services • analyse self over time, differentiate from others Swarm Robotics Consciousness • controlled emergence Interdisciplinarity • stigmergy • Socially Inspired • aware of position/movement relative to environment ‣ psychology, social phenomena,... • relate past/future events to present