SlideShare una empresa de Scribd logo
1 de 34
The Query-Cycle Simulator for Simulating P2P Networks Mario T. Schlosser Tyson E. Condie Sepandar D. Kamvar Stanford University
[object Object],[object Object],[object Object],[object Object],Problem For each peer  i  { -Repeat until convergence { - Compute . . .  - Send  . . . } }
Goals ,[object Object],[object Object],[object Object],[object Object],[object Object]
Query Cycle Model Query Cycle 1
Query Cycle Model Query Cycle 2
Query Cycle Model Query Cycle 3
Properties to Model ,[object Object],[object Object],[object Object]
Properties to Model ,[object Object],[object Object],[object Object],[object Object],[object Object]
Data Volume ,[object Object],[object Object],Simulator assigns # of files owned by peer i according to distribution. Saroiu,Gummandi,and Gribble. A Measurement Study of Peer-to-Peer File Sharing Systems, 2002.
Content Type: Observations ,[object Object],[object Object],Crespo and Garcia-Molina. Semantic Overlay Networks, 2002. Korfhage,  Information Storage and Retrieval,  1997. Punk Rock Hip-Hop Jazz
Content Type: Model ,[object Object],[object Object],[object Object],[object Object]
Content Type: Model ,[object Object],[object Object],[object Object]
Recap on Content Assignment
Recap on Content Assignment Assign Data Volume
Recap on Content Assignment {c1, c3, c4} Assign Content Categories
Recap on Content Assignment {c1=.5, c3=.3, c4=.2} Assign Interest Level to Content Categories
Recap on Content Assignment {c1=.5, c3=.3, c4=.2} Assign Files {c,r}={c1,f1} {c,r}={c1,f7} . . .
Properties to Model ,[object Object],[object Object],[object Object],[object Object],[object Object]
Network Parameters ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Properties to Model ,[object Object],[object Object],[object Object]
Query-Cycle Model ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Query-Cycle Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Query-Cycle Model ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Query-Cycle Model ,[object Object]
Properties to Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uptime ,[object Object],[object Object],At each query cycle, probability of being up is drawn from distribution in Saroiu et al. Saroiu,Gummandi,and Gribble. A Measurement Study of Peer-to-Peer File Sharing Systems, 2002.
Queries ,[object Object],[object Object],[object Object],[object Object]
Responses and Downloads ,[object Object],[object Object],[object Object],[object Object]
Extensions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Samples
Future Work ,[object Object],[object Object],[object Object]
The End ,[object Object]
Motivation Network or peer property Affected algorithms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Query Activity ,[object Object],[object Object],At each query cycle, . . .  Saroiu,Gummandi,and Gribble. A Measurement Study of Peer-to-Peer File Sharing Systems, 2002.

Más contenido relacionado

La actualidad más candente

2011linked science4mccuskermcguinnessfinal
2011linked science4mccuskermcguinnessfinal2011linked science4mccuskermcguinnessfinal
2011linked science4mccuskermcguinnessfinalDeborah McGuinness
 
Odsc 2018 detection_classification_of_fake_news_using_cnn_venkatraman
Odsc 2018 detection_classification_of_fake_news_using_cnn_venkatramanOdsc 2018 detection_classification_of_fake_news_using_cnn_venkatraman
Odsc 2018 detection_classification_of_fake_news_using_cnn_venkatramanvenkatramanJ4
 
Unknown Genes, Community Profiling, & Biotorrents.net
Unknown Genes, Community Profiling, & Biotorrents.netUnknown Genes, Community Profiling, & Biotorrents.net
Unknown Genes, Community Profiling, & Biotorrents.netMorgan Langille
 
Machine reading for cancer biology
Machine reading for cancer biologyMachine reading for cancer biology
Machine reading for cancer biologyLaura Berry
 
On optimizing overlay topologies for search
On optimizing overlay topologies for searchOn optimizing overlay topologies for search
On optimizing overlay topologies for searchIMPULSE_TECHNOLOGY
 
1026 telling story from text 2
1026 telling story from text 21026 telling story from text 2
1026 telling story from text 2Ke Jiang
 
Beyond Transparency: Success & Lessons From tambisBoston2003
Beyond Transparency: Success & Lessons From tambisBoston2003Beyond Transparency: Success & Lessons From tambisBoston2003
Beyond Transparency: Success & Lessons From tambisBoston2003robertstevens65
 
Discovering emerging effects in Learning Networks with simulations Hendrik Dr...
Discovering emerging effects in Learning Networks with simulations Hendrik Dr...Discovering emerging effects in Learning Networks with simulations Hendrik Dr...
Discovering emerging effects in Learning Networks with simulations Hendrik Dr...Hendrik Drachsler
 
data mining for terror attacks
data mining for terror attacksdata mining for terror attacks
data mining for terror attacksNilu Desai
 
Pizza club - March 2017 - Gaia
Pizza club - March 2017 - GaiaPizza club - March 2017 - Gaia
Pizza club - March 2017 - GaiaRSG Luxembourg
 

La actualidad más candente (11)

2011linked science4mccuskermcguinnessfinal
2011linked science4mccuskermcguinnessfinal2011linked science4mccuskermcguinnessfinal
2011linked science4mccuskermcguinnessfinal
 
Odsc 2018 detection_classification_of_fake_news_using_cnn_venkatraman
Odsc 2018 detection_classification_of_fake_news_using_cnn_venkatramanOdsc 2018 detection_classification_of_fake_news_using_cnn_venkatraman
Odsc 2018 detection_classification_of_fake_news_using_cnn_venkatraman
 
Unknown Genes, Community Profiling, & Biotorrents.net
Unknown Genes, Community Profiling, & Biotorrents.netUnknown Genes, Community Profiling, & Biotorrents.net
Unknown Genes, Community Profiling, & Biotorrents.net
 
Machine reading for cancer biology
Machine reading for cancer biologyMachine reading for cancer biology
Machine reading for cancer biology
 
On optimizing overlay topologies for search
On optimizing overlay topologies for searchOn optimizing overlay topologies for search
On optimizing overlay topologies for search
 
1026 telling story from text 2
1026 telling story from text 21026 telling story from text 2
1026 telling story from text 2
 
Beyond Transparency: Success & Lessons From tambisBoston2003
Beyond Transparency: Success & Lessons From tambisBoston2003Beyond Transparency: Success & Lessons From tambisBoston2003
Beyond Transparency: Success & Lessons From tambisBoston2003
 
Discovering emerging effects in Learning Networks with simulations Hendrik Dr...
Discovering emerging effects in Learning Networks with simulations Hendrik Dr...Discovering emerging effects in Learning Networks with simulations Hendrik Dr...
Discovering emerging effects in Learning Networks with simulations Hendrik Dr...
 
Ppt manqing
Ppt manqingPpt manqing
Ppt manqing
 
data mining for terror attacks
data mining for terror attacksdata mining for terror attacks
data mining for terror attacks
 
Pizza club - March 2017 - Gaia
Pizza club - March 2017 - GaiaPizza club - March 2017 - Gaia
Pizza club - March 2017 - Gaia
 

Destacado

Facebook: Is it friend or foe?
Facebook: Is it friend or foe?Facebook: Is it friend or foe?
Facebook: Is it friend or foe?Faraaz Marghoob
 
Simulator
SimulatorSimulator
SimulatorEduardo
 
Germination Brochure
Germination BrochureGermination Brochure
Germination BrochureJess Tyrrell
 
25 anos de autonomía en galicia, desenvolvemento económico
25 anos de autonomía en galicia, desenvolvemento económico25 anos de autonomía en galicia, desenvolvemento económico
25 anos de autonomía en galicia, desenvolvemento económicoRoberto Barral
 
Simulator
SimulatorSimulator
SimulatorEduardo
 

Destacado (8)

EOY Celebration 5 20-10
EOY Celebration 5 20-10EOY Celebration 5 20-10
EOY Celebration 5 20-10
 
Facebook: Is it friend or foe?
Facebook: Is it friend or foe?Facebook: Is it friend or foe?
Facebook: Is it friend or foe?
 
Simulator
SimulatorSimulator
Simulator
 
Germination Brochure
Germination BrochureGermination Brochure
Germination Brochure
 
25 anos de autonomía en galicia, desenvolvemento económico
25 anos de autonomía en galicia, desenvolvemento económico25 anos de autonomía en galicia, desenvolvemento económico
25 anos de autonomía en galicia, desenvolvemento económico
 
Seoreseller
SeoresellerSeoreseller
Seoreseller
 
Pnl junio
Pnl junioPnl junio
Pnl junio
 
Simulator
SimulatorSimulator
Simulator
 

Similar a Simulator

Introduction to Peer-to-Peer Networks
Introduction to Peer-to-Peer Networks Introduction to Peer-to-Peer Networks
Introduction to Peer-to-Peer Networks Venkatesh Iyer
 
IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...
IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...
IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...Kalman Graffi
 
ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...
ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...
ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...Kalman Graffi
 
Preclusion Measures for Protecting P2P Networks from Malware Spread
Preclusion Measures for Protecting P2P Networks from Malware  SpreadPreclusion Measures for Protecting P2P Networks from Malware  Spread
Preclusion Measures for Protecting P2P Networks from Malware SpreadIOSR Journals
 
Bx32903907
Bx32903907Bx32903907
Bx32903907IJMER
 
Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...
Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...
Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...Kalman Graffi
 
IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...
IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...
IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...IEEEMEMTECHSTUDENTPROJECTS
 
2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...
2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...
2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...IEEEFINALSEMSTUDENTSPROJECTS
 
Using content and interactions for discovering communities in
Using content and interactions for discovering communities inUsing content and interactions for discovering communities in
Using content and interactions for discovering communities inmoresmile
 
2006-05-25__coi-semdis
2006-05-25__coi-semdis2006-05-25__coi-semdis
2006-05-25__coi-semdiswebuploader
 
Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...
Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...
Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...Kalman Graffi
 
2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...
2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...
2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...IEEEMEMTECHSTUDENTSPROJECTS
 
IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...
IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...
IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...IEEEFINALYEARSTUDENTPROJECTS
 
Iaetsd similarity search in information networks using
Iaetsd similarity search in information networks usingIaetsd similarity search in information networks using
Iaetsd similarity search in information networks usingIaetsd Iaetsd
 
The swings and roundabouts of a decade of fun and games with Research Objects
The swings and roundabouts of a decade of fun and games with Research Objects The swings and roundabouts of a decade of fun and games with Research Objects
The swings and roundabouts of a decade of fun and games with Research Objects Carole Goble
 
OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...
OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...
OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...Open Science Fair
 
NS-CUK Seminar: H.B.Kim, Review on "metapath2vec: Scalable representation le...
NS-CUK Seminar: H.B.Kim,  Review on "metapath2vec: Scalable representation le...NS-CUK Seminar: H.B.Kim,  Review on "metapath2vec: Scalable representation le...
NS-CUK Seminar: H.B.Kim, Review on "metapath2vec: Scalable representation le...ssuser4b1f48
 
Leveraging social networks for p2p content based file sharing in disconnected...
Leveraging social networks for p2p content based file sharing in disconnected...Leveraging social networks for p2p content based file sharing in disconnected...
Leveraging social networks for p2p content based file sharing in disconnected...Papitha Velumani
 

Similar a Simulator (20)

Introduction to Peer-to-Peer Networks
Introduction to Peer-to-Peer Networks Introduction to Peer-to-Peer Networks
Introduction to Peer-to-Peer Networks
 
IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...
IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...
IEEE CCNC 2011: Kalman Graffi - LifeSocial.KOM: A Secure and P2P-based Soluti...
 
ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...
ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...
ACM NOTERE 2008 - Kalman Graffi - From Cells to Organisms - Long-Term Guarant...
 
Preclusion Measures for Protecting P2P Networks from Malware Spread
Preclusion Measures for Protecting P2P Networks from Malware  SpreadPreclusion Measures for Protecting P2P Networks from Malware  Spread
Preclusion Measures for Protecting P2P Networks from Malware Spread
 
Bx32903907
Bx32903907Bx32903907
Bx32903907
 
Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...
Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...
Kalman Graffi - IEEE NetSys 2013 - Adding Capacity-Aware Storage Indirection ...
 
IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...
IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...
IEEE 2014 DOTNET NETWORKING PROJECTS Leveraging social networks for p2 p cont...
 
2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...
2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...
2014 IEEE DOTNET NETWORKING PROJECT Leveraging social networks for p2 p conte...
 
PPT
PPTPPT
PPT
 
Using content and interactions for discovering communities in
Using content and interactions for discovering communities inUsing content and interactions for discovering communities in
Using content and interactions for discovering communities in
 
2006-05-25__coi-semdis
2006-05-25__coi-semdis2006-05-25__coi-semdis
2006-05-25__coi-semdis
 
Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...
Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...
Kalman Graffi - IEEE ICC 2013 - Symbiotic Coupling of Peer-to-Peer and Cloud ...
 
2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...
2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...
2014 IEEE JAVA DATA MINING PROJECT Multi comm finding community structure in ...
 
IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...
IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...
IEEE 2014 JAVA DATA MINING PROJECTS Multi comm finding community structure in...
 
Iaetsd similarity search in information networks using
Iaetsd similarity search in information networks usingIaetsd similarity search in information networks using
Iaetsd similarity search in information networks using
 
The swings and roundabouts of a decade of fun and games with Research Objects
The swings and roundabouts of a decade of fun and games with Research Objects The swings and roundabouts of a decade of fun and games with Research Objects
The swings and roundabouts of a decade of fun and games with Research Objects
 
OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...
OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...
OSFair2017 Workshop | How FAIR friendly is the FAIRDOM Hub? Exposing metadata...
 
IMPLIMENTATION ON DISTRIBUTED COOPERATIVE CACHING IN SOCIAL WIRELESS NETWORK ...
IMPLIMENTATION ON DISTRIBUTED COOPERATIVE CACHING IN SOCIAL WIRELESS NETWORK ...IMPLIMENTATION ON DISTRIBUTED COOPERATIVE CACHING IN SOCIAL WIRELESS NETWORK ...
IMPLIMENTATION ON DISTRIBUTED COOPERATIVE CACHING IN SOCIAL WIRELESS NETWORK ...
 
NS-CUK Seminar: H.B.Kim, Review on "metapath2vec: Scalable representation le...
NS-CUK Seminar: H.B.Kim,  Review on "metapath2vec: Scalable representation le...NS-CUK Seminar: H.B.Kim,  Review on "metapath2vec: Scalable representation le...
NS-CUK Seminar: H.B.Kim, Review on "metapath2vec: Scalable representation le...
 
Leveraging social networks for p2p content based file sharing in disconnected...
Leveraging social networks for p2p content based file sharing in disconnected...Leveraging social networks for p2p content based file sharing in disconnected...
Leveraging social networks for p2p content based file sharing in disconnected...
 

Último

Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityWSO2
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Zilliz
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Bhuvaneswari Subramani
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistandanishmna97
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 

Último (20)

Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 

Simulator