SlideShare una empresa de Scribd logo
1 de 36
Descargar para leer sin conexión
Tuesday, October 1, 13
CERN’S GRAND COLLISION EXPERIMENT: CLOUD
SPEAKER: Tim Bell
Infrastructure Manager
CERN
Tuesday, October 1, 13
Tuesday, October 1, 13
Tim Bell
tim.bell@cern.ch
@noggin143
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
CERN was founded 1954: 12 European States
“Science for Peace”
Today: 20 Member States
Member States: Austria, Belgium, Bulgaria, the Czech Republic, Denmark, Finland,
France, Germany, Greece, Hungary, Italy, the Netherlands, Norway, Poland, Portugal,
Slovakia, Spain, Sweden, Switzerland and
the United Kingdom
Candidate for Accession: Romania
Associate Members in Pre-Stage to Membership: Israel, Serbia
Applicant States for Membership or Associate Membership:
Brazil, Cyprus (awaiting ratification), Pakistan, Russia, Slovenia, Turkey, Ukraine
Observers to Council: India, Japan, Russia, Turkey, United States of America;
European Commission and UNESCO
~ 2,300 staff
~ 1,000 other paid personnel
> 11,000 users
Budget (2013) ~1,000 MCHF
Tuesday, October 1, 13
What are the Origins of Mass ?
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Matter/Anti Matter Symmetric?
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Where is 95% of the Universe?
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Collisions
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
A Big Data Challenge
19/09/2013 CERN Infrastructure Evolution 11
Tuesday, October 1, 13
The CERN Meyrin Data Centre
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
New Data Centre in Budapest
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Good News, Bad News
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
We’re Not Special
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013
Bamboo
Koji, Mock
AIMS/PXE
Foreman
Yum repo
Pulp
Puppet-DB
mcollective, yum
JIRA
Lemon /
Hadoop /
LogStash /
Kibana
OpenStack
Nova
Hardware database
Puppet
Active Directory /
LDAP
CERN Infrastructure Evolution
Tuesday, October 1, 13
The Agile Experience
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Cultural Barriers
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Cultural Barriers
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Cultural Barriers
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Cultural Barriers
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Status
• Toolchain implemented in 18 months with
enhancements and bug fixes submitted back to the
community
• Now in production in 3 OpenStack clouds (over
50,000 cores in total) in Geneva and Budapest
managed by Puppet
• Target is more than 300,000 cores by 2015 and
90% compute resources in the private cloud
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Summary
• Constraints on resources have led to major
technology transformations at CERN
• Open source community participation helps
drive cultural change and motivates staff
• CERN benefits and contributes back through
code and outreach
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Questions ?
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
Service Models
19/09/2013 CERN Infrastructure Evolution
• Pets are given names like pussinboots.cern.ch
• They are unique, lovingly hand raised and cared for
• When they get ill, you nurse them back to health
• Cattle are given numbers like vm0042.cern.ch
• They are almost identical to other cattle
• When they get ill, you get another one
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
http://www.eucalyptus.com/blog/2013/04/02/cy13-q1-community-analysis-%E2%80%94-openstack-vs-opennebula-vs-eucalyptus-vs-
cloudstack
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tier-­‐1	
  (11	
  centres):
•Permanent	
  storage
•Re-­‐processing
•Analysis
Tier-­‐0	
  (CERN):
•Data	
  recording
•Ini7al	
  data	
  reconstruc7on
•Data	
  distribu7on
Tier-­‐2	
  	
  (~200	
  centres):
•	
  Simula7on
•	
  End-­‐user	
  analysis
• Data is recorded at CERN and Tier-1s and analysed in the Worldwide LHC Computing Grid
• In a normal day, the grid provides 100,000 CPU days executing over 2 million jobs
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Tuesday, October 1, 13
19/09/2013 CERN Infrastructure Evolution
Microsoft Active
Directory
CERN DB
on Demand
CERN Network
Database
Account mgmt
system
Horizon
Keystone
Network
Compute
Glance
Scheduler
Cinder
Nova
Block Storage
Provider
Tuesday, October 1, 13
Training for Newcomers
19/09/2013 CERN Infrastructure Evolution
Buy the book rather than guru mentoring
Tuesday, October 1, 13
Tuesday, October 1, 13

Más contenido relacionado

Más de Gigaom

Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit BendovStructure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit BendovGigaom
 
Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...
Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...
Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...Gigaom
 
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA, Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA, Gigaom
 
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari GesherStructure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari GesherGigaom
 
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris HaddadStructure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris HaddadGigaom
 
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...Gigaom
 
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrathStructure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrathGigaom
 
Structure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve RussellStructure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve RussellGigaom
 
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan WaiteStructure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan WaiteGigaom
 
How Data is Remaking E-commerce - from Roadmap 2013
How Data is Remaking E-commerce - from Roadmap 2013How Data is Remaking E-commerce - from Roadmap 2013
How Data is Remaking E-commerce - from Roadmap 2013Gigaom
 
25 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 201325 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 2013Gigaom
 
How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013Gigaom
 
Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013Gigaom
 
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013Gigaom
 
Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management Gigaom
 
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013Gigaom
 
5 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 2013
5 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 20135 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 2013
5 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 2013Gigaom
 
BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013
BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013
BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013Gigaom
 
IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...
IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...
IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...Gigaom
 
MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...
MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...
MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...Gigaom
 

Más de Gigaom (20)

Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit BendovStructure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
 
Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...
Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...
Structure Data 2014: AMID BILLIONS OF METRICS, YOUR SOFTWARE IS TRYING TO TEL...
 
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA, Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
 
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari GesherStructure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
 
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris HaddadStructure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
 
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
 
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrathStructure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
 
Structure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve RussellStructure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve Russell
 
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan WaiteStructure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
 
How Data is Remaking E-commerce - from Roadmap 2013
How Data is Remaking E-commerce - from Roadmap 2013How Data is Remaking E-commerce - from Roadmap 2013
How Data is Remaking E-commerce - from Roadmap 2013
 
25 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 201325 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 2013
 
How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013
 
Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013
 
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
 
Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management
 
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
 
5 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 2013
5 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 20135 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 2013
5 ESSENTIAL TOOLS FOR OPTIMIZING IAAS from Structure:Europe 2013
 
BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013
BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013
BMW ACCELERATES CLOUD ADOPTION WITH ODCA from Structure:Europe 2013
 
IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...
IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...
IS CLOUD COMPUTING A TECHNOLOGY, AN OPERATIONS MODEL OR A BUSINESS STRATEGY f...
 
MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...
MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...
MASSIVE ONGOING CHANGES IN HOW THE INTERNET IS CONSTRUCTED from Structure:Eur...
 

Último

Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 

Último (20)

Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 

CERN's Grand Collision Experiment Speaker Discusses Infrastructure Evolution