SlideShare une entreprise Scribd logo
1  sur  20
Scaling from 1 to 10 million users
Boyan Dimitrov,
Senior Systems Engineer at Hailo
AWS Summits 2014
AWS Summits 2014
AWS Summits 2014
The world’s highest-rated taxi app - over 13,000 five-
star reviews
To date, Hailo has carried more than 9 million
passengers
Hailo has over 50,000 registered taxi drivers
worldwide
November 2011: Hailo 1.0 Launch
Users: 1
Regions: eu-west-1
AWS Summits 2014
eu-west-1
Java
MYSQL
PHP
Architecture specifics
• Monolithic PHP and Java applications
• Built and supported by 3-4 backend
engineers
• MySQL master-master replication for
resilience
• Multi-AZ since day 1
• City-specific environments
AWS specifics
Route 53 ELB S3
AWS Summits 2014
Challenges
• Hard to develop new features
• Painful to push code changes
• Adding new instances and adding more capacity is a very slow process
• Unreliable and slow failover procedures
• SPOF
AWS Summits 2014
December 2013: Hailo 2.0
AWS Summits 2014
Users: 1 000 000+
Regions: eu-west-1, us-east-1, ap-northeast-1
Architecture specifics
• SOA architecture based on Go and Java
• Seamless service discovery, service to service communication,
monitoring and instrumentation
• Everything is automated
• Ability to scale services up and down based on demand
AWS specifics
Route 53 ELB S3
AWS Summits 2014
Autoscaling Cloudfront Redshift
eu-west-1
Message
Bus+
Go
Services
Proxy Layer
Java
Services
C*
us-east-1
Proxy Layer
C*
ap-northeast -1
Proxy Layer
C*
AWS Summits 2014
Distributed
Queue+
Message
Bus+
Distributed
Queue+
Message
Bus+
Distributed
Queue+
Go
Services
Java
Services
Go
Services
Java
Services
Challenges
• Hard to develop new features
Completing new features in days, not months
• Painful to push code changes
Seamless service deployment and ability to run multiple versions of a service
• Adding new instances and adding more capacity is slow
Our servers scale up and down based on demand
• Unreliable and slow failover procedures
Automated reaping of misbehaving services and AZ failover
• SPOF
Fault-tolerant distributed services architecture
AWS Summits 2014
Important KPI
AWS Summits 2014
The Future
AWS Summits 2014
AWS Summits 2014
AWS Summits 2014
Tooling
AWS Summits 2014
AWS Summits 2014
AWS Summits 2014
AWS Summits 2014
Thank you, any questions?
AWS Summits 2014

Contenu connexe

Tendances

Building a [micro]services platform on AWS
Building a [micro]services platform on AWSBuilding a [micro]services platform on AWS
Building a [micro]services platform on AWSShaun Pearce
 
Greetings from AWS User Group Taiwan
Greetings from AWS User Group TaiwanGreetings from AWS User Group Taiwan
Greetings from AWS User Group TaiwanCliff Chao-kuan Lu
 
Microservices Using Docker Containers for Magento 2
Microservices Using Docker Containers for Magento 2Microservices Using Docker Containers for Magento 2
Microservices Using Docker Containers for Magento 2Schogini Systems Pvt Ltd
 
Micro Services Architecture
Micro Services ArchitectureMicro Services Architecture
Micro Services ArchitectureRanjan Baisak
 
Cloudsolutionday 2016: DevOps workflow with Docker on AWS
Cloudsolutionday 2016: DevOps workflow with Docker on AWSCloudsolutionday 2016: DevOps workflow with Docker on AWS
Cloudsolutionday 2016: DevOps workflow with Docker on AWSAWS Vietnam Community
 
Grails in the Cloud (2013)
Grails in the Cloud (2013)Grails in the Cloud (2013)
Grails in the Cloud (2013)Meni Lubetkin
 
Cloudsolutionday 2016: Docker & FAAS at getvero.com
Cloudsolutionday 2016: Docker & FAAS at getvero.comCloudsolutionday 2016: Docker & FAAS at getvero.com
Cloudsolutionday 2016: Docker & FAAS at getvero.comAWS Vietnam Community
 
Cost Optimization Best Practices from Trend Micro
Cost Optimization Best Practices from Trend Micro Cost Optimization Best Practices from Trend Micro
Cost Optimization Best Practices from Trend Micro Cliff Chao-kuan Lu
 
Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015
Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015
Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015Lori MacVittie
 
Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...
Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...
Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...Arthur Berezin
 
So you think you can scale
So you think you can scaleSo you think you can scale
So you think you can scaleLori MacVittie
 
Infrastructure as code (iac) - Terraform for AWS
Infrastructure as code (iac) - Terraform for AWSInfrastructure as code (iac) - Terraform for AWS
Infrastructure as code (iac) - Terraform for AWSJohanes Glenn
 
The Journey To Serverless At Home24 - reflections and insights
The Journey To Serverless At Home24 - reflections and insights The Journey To Serverless At Home24 - reflections and insights
The Journey To Serverless At Home24 - reflections and insights AWS Germany
 
DevOps with AWS in 2016
DevOps with AWS in 2016DevOps with AWS in 2016
DevOps with AWS in 2016Lorenzo Aiello
 
Beyond POLB (Plain Old Load Balancing)
Beyond POLB (Plain Old Load Balancing) Beyond POLB (Plain Old Load Balancing)
Beyond POLB (Plain Old Load Balancing) Lori MacVittie
 
The Netflix API Platform for Server-Side Scripting
The Netflix API Platform for Server-Side ScriptingThe Netflix API Platform for Server-Side Scripting
The Netflix API Platform for Server-Side ScriptingKatharina Probst
 
[Webinar] AWS Monitoring with Site24x7
[Webinar] AWS Monitoring with Site24x7[Webinar] AWS Monitoring with Site24x7
[Webinar] AWS Monitoring with Site24x7Site24x7
 

Tendances (20)

Building a [micro]services platform on AWS
Building a [micro]services platform on AWSBuilding a [micro]services platform on AWS
Building a [micro]services platform on AWS
 
Greetings from AWS User Group Taiwan
Greetings from AWS User Group TaiwanGreetings from AWS User Group Taiwan
Greetings from AWS User Group Taiwan
 
104 meets cloud
104 meets cloud104 meets cloud
104 meets cloud
 
Microservices Using Docker Containers for Magento 2
Microservices Using Docker Containers for Magento 2Microservices Using Docker Containers for Magento 2
Microservices Using Docker Containers for Magento 2
 
Intro to Serverless
Intro to ServerlessIntro to Serverless
Intro to Serverless
 
Micro Services Architecture
Micro Services ArchitectureMicro Services Architecture
Micro Services Architecture
 
Serverless Patterns
Serverless PatternsServerless Patterns
Serverless Patterns
 
Cloudsolutionday 2016: DevOps workflow with Docker on AWS
Cloudsolutionday 2016: DevOps workflow with Docker on AWSCloudsolutionday 2016: DevOps workflow with Docker on AWS
Cloudsolutionday 2016: DevOps workflow with Docker on AWS
 
Grails in the Cloud (2013)
Grails in the Cloud (2013)Grails in the Cloud (2013)
Grails in the Cloud (2013)
 
Cloudsolutionday 2016: Docker & FAAS at getvero.com
Cloudsolutionday 2016: Docker & FAAS at getvero.comCloudsolutionday 2016: Docker & FAAS at getvero.com
Cloudsolutionday 2016: Docker & FAAS at getvero.com
 
Cost Optimization Best Practices from Trend Micro
Cost Optimization Best Practices from Trend Micro Cost Optimization Best Practices from Trend Micro
Cost Optimization Best Practices from Trend Micro
 
Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015
Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015
Architectural Patterns for Scaling Microservices and APIs - GlueCon 2015
 
Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...
Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...
Kubernetes vs dockers swarm supporting onap oom on multi-cloud multi-stack en...
 
So you think you can scale
So you think you can scaleSo you think you can scale
So you think you can scale
 
Infrastructure as code (iac) - Terraform for AWS
Infrastructure as code (iac) - Terraform for AWSInfrastructure as code (iac) - Terraform for AWS
Infrastructure as code (iac) - Terraform for AWS
 
The Journey To Serverless At Home24 - reflections and insights
The Journey To Serverless At Home24 - reflections and insights The Journey To Serverless At Home24 - reflections and insights
The Journey To Serverless At Home24 - reflections and insights
 
DevOps with AWS in 2016
DevOps with AWS in 2016DevOps with AWS in 2016
DevOps with AWS in 2016
 
Beyond POLB (Plain Old Load Balancing)
Beyond POLB (Plain Old Load Balancing) Beyond POLB (Plain Old Load Balancing)
Beyond POLB (Plain Old Load Balancing)
 
The Netflix API Platform for Server-Side Scripting
The Netflix API Platform for Server-Side ScriptingThe Netflix API Platform for Server-Side Scripting
The Netflix API Platform for Server-Side Scripting
 
[Webinar] AWS Monitoring with Site24x7
[Webinar] AWS Monitoring with Site24x7[Webinar] AWS Monitoring with Site24x7
[Webinar] AWS Monitoring with Site24x7
 

Similaire à Scaling from 1 to 10 million users - Hailo

QConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptx
QConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptxQConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptx
QConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptxVimalKumar143058
 
One Click Hadoop Clusters - Anywhere (Using Docker)
One Click Hadoop Clusters - Anywhere (Using Docker)One Click Hadoop Clusters - Anywhere (Using Docker)
One Click Hadoop Clusters - Anywhere (Using Docker)DataWorks Summit
 
Singapore oif transport-sdn-junjie li
Singapore oif transport-sdn-junjie liSingapore oif transport-sdn-junjie li
Singapore oif transport-sdn-junjie liDeborah Porchivina
 
How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)
How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)
How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)DOCOMO Innovations, Inc.
 
YARN - Past, Present, & Future
YARN - Past, Present, & FutureYARN - Past, Present, & Future
YARN - Past, Present, & FutureDataWorks Summit
 
Introduction to the AWS Cloud – Russell Hall
Introduction to the AWS Cloud – Russell HallIntroduction to the AWS Cloud – Russell Hall
Introduction to the AWS Cloud – Russell HallAmazon Web Services
 
AWS Summit New York Recap 2016
AWS Summit New York Recap 2016AWS Summit New York Recap 2016
AWS Summit New York Recap 2016CloudHesive
 
Scalable Microservices at Netflix. Challenges and Tools of the Trade
Scalable Microservices at Netflix. Challenges and Tools of the TradeScalable Microservices at Netflix. Challenges and Tools of the Trade
Scalable Microservices at Netflix. Challenges and Tools of the TradeC4Media
 
Serverless - Increasing software delivery
Serverless -  Increasing software deliveryServerless -  Increasing software delivery
Serverless - Increasing software deliveryEwere Diagboya
 
Serverless Microservices - Real life story of a Web App that uses AWS Lambda
Serverless Microservices - Real life story of a Web App that uses AWS LambdaServerless Microservices - Real life story of a Web App that uses AWS Lambda
Serverless Microservices - Real life story of a Web App that uses AWS LambdaMitoc Group
 
introduction to micro services
introduction to micro servicesintroduction to micro services
introduction to micro servicesSpyros Lambrinidis
 
Building Scalable Web Applications using Microservices Architecture and Serve...
Building Scalable Web Applications using Microservices Architecture and Serve...Building Scalable Web Applications using Microservices Architecture and Serve...
Building Scalable Web Applications using Microservices Architecture and Serve...Mitoc Group
 
ARC201 Microservices Architecture @ AWS re:Invent 2015
ARC201 Microservices Architecture @ AWS re:Invent 2015ARC201 Microservices Architecture @ AWS re:Invent 2015
ARC201 Microservices Architecture @ AWS re:Invent 2015Mitoc Group
 
Cloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic RelationshipCloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic RelationshipVMware Tanzu
 
Cloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic RelationshipCloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic RelationshipMatt Stine
 
Serverless Microservices - Real life story of a Web App that uses AngularJS, ...
Serverless Microservices - Real life story of a Web App that uses AngularJS, ...Serverless Microservices - Real life story of a Web App that uses AngularJS, ...
Serverless Microservices - Real life story of a Web App that uses AngularJS, ...Mitoc Group
 
Docker based Hadoop provisioning - anywhere
Docker based Hadoop provisioning - anywhere Docker based Hadoop provisioning - anywhere
Docker based Hadoop provisioning - anywhere Janos Matyas
 
How we scale up our architecture and organization at Dailymotion
How we scale up our architecture and organization at DailymotionHow we scale up our architecture and organization at Dailymotion
How we scale up our architecture and organization at DailymotionStanislas Chollet
 
AWS and Serverless with Alexa
AWS and Serverless with AlexaAWS and Serverless with Alexa
AWS and Serverless with AlexaRory Preddy
 

Similaire à Scaling from 1 to 10 million users - Hailo (20)

QConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptx
QConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptxQConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptx
QConSF-MicroServices-IPC-Netflix-Sudhir-2014.pptx
 
One Click Hadoop Clusters - Anywhere (Using Docker)
One Click Hadoop Clusters - Anywhere (Using Docker)One Click Hadoop Clusters - Anywhere (Using Docker)
One Click Hadoop Clusters - Anywhere (Using Docker)
 
Singapore oif transport-sdn-junjie li
Singapore oif transport-sdn-junjie liSingapore oif transport-sdn-junjie li
Singapore oif transport-sdn-junjie li
 
How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)
How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)
How to Manage Your Cloud by Drupal (DrupalCon CPH 2010)
 
YARN - Past, Present, & Future
YARN - Past, Present, & FutureYARN - Past, Present, & Future
YARN - Past, Present, & Future
 
Introduction to the AWS Cloud – Russell Hall
Introduction to the AWS Cloud – Russell HallIntroduction to the AWS Cloud – Russell Hall
Introduction to the AWS Cloud – Russell Hall
 
AWS Summit New York Recap 2016
AWS Summit New York Recap 2016AWS Summit New York Recap 2016
AWS Summit New York Recap 2016
 
Scalable Microservices at Netflix. Challenges and Tools of the Trade
Scalable Microservices at Netflix. Challenges and Tools of the TradeScalable Microservices at Netflix. Challenges and Tools of the Trade
Scalable Microservices at Netflix. Challenges and Tools of the Trade
 
Serverless - Increasing software delivery
Serverless -  Increasing software deliveryServerless -  Increasing software delivery
Serverless - Increasing software delivery
 
Serverless Microservices - Real life story of a Web App that uses AWS Lambda
Serverless Microservices - Real life story of a Web App that uses AWS LambdaServerless Microservices - Real life story of a Web App that uses AWS Lambda
Serverless Microservices - Real life story of a Web App that uses AWS Lambda
 
introduction to micro services
introduction to micro servicesintroduction to micro services
introduction to micro services
 
Building Scalable Web Applications using Microservices Architecture and Serve...
Building Scalable Web Applications using Microservices Architecture and Serve...Building Scalable Web Applications using Microservices Architecture and Serve...
Building Scalable Web Applications using Microservices Architecture and Serve...
 
ARC201 Microservices Architecture @ AWS re:Invent 2015
ARC201 Microservices Architecture @ AWS re:Invent 2015ARC201 Microservices Architecture @ AWS re:Invent 2015
ARC201 Microservices Architecture @ AWS re:Invent 2015
 
Cloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic RelationshipCloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
 
Cloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic RelationshipCloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
Cloud Foundry and Microservices: A Mutualistic Symbiotic Relationship
 
Serverless Microservices - Real life story of a Web App that uses AngularJS, ...
Serverless Microservices - Real life story of a Web App that uses AngularJS, ...Serverless Microservices - Real life story of a Web App that uses AngularJS, ...
Serverless Microservices - Real life story of a Web App that uses AngularJS, ...
 
Docker based Hadoop provisioning - anywhere
Docker based Hadoop provisioning - anywhere Docker based Hadoop provisioning - anywhere
Docker based Hadoop provisioning - anywhere
 
How we scale up our architecture and organization at Dailymotion
How we scale up our architecture and organization at DailymotionHow we scale up our architecture and organization at Dailymotion
How we scale up our architecture and organization at Dailymotion
 
SDN Framework and APIs
SDN Framework and APIsSDN Framework and APIs
SDN Framework and APIs
 
AWS and Serverless with Alexa
AWS and Serverless with AlexaAWS and Serverless with Alexa
AWS and Serverless with Alexa
 

Dernier

My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
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
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
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
 
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
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
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
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
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
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
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
 

Dernier (20)

My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
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
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
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
 
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
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
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...
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
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
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
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
 

Scaling from 1 to 10 million users - Hailo