SlideShare a Scribd company logo
1 of 13
Kubernetes-based event-
driven autoscaling (KEDA)
Autoscaling made simple
keda.sh
4
Scale
Node 1
Cluster
Node 2 Node 3
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Designing for scale with CPaaS
Custom Metric
Provider
Horizontal Pod
Autoscaler(s)
Cluster
Autoscaler
Application autoscaling made simple with
Kubernetes Event-driven Autoscaling ( )
• Automatically scale Deployments & Jobs
• Vendor-Agnostic & Built-in Scalers
• Production-grade Authentication
• Save resources with scale to 0
• Run Azure Functions anywhere (simple & durable)
• Started as a partnership between Microsoft & Red Hat
• Focus on your app scaling, not the scaling internals
10
Scale
Node 1
Cluster
Node 2 Node 3
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Pod
Designing for scale with CPaaS
Cluster
Autoscaler
Custom Metric
Provider
Horizontal Pod
Autoscaler(s)
KEDA is cloud-agnostic & vendor-neutral
Demo
Autoscaling .NET Core worker based on Azure Service Bus queue depth
Community
Matters
• We are donating KEDA to Cloud Native Computing
Foundation (CNCF) as Sandbox project
• https://github.com/cncf/toc/issues/335

More Related Content

What's hot

Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...
Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...
Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...Tom Kerkhove
 
Cncf event driven autoscaling with keda
Cncf   event driven autoscaling with kedaCncf   event driven autoscaling with keda
Cncf event driven autoscaling with kedaJurajHantk
 
Monitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
Monitor Azure Kubernetes Cluster With Prometheus by Mamta JhaMonitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
Monitor Azure Kubernetes Cluster With Prometheus by Mamta JhaCodeOps Technologies LLP
 
AKS Azure Kubernetes Services Workshop Jorge Arteiro
AKS Azure Kubernetes Services Workshop Jorge ArteiroAKS Azure Kubernetes Services Workshop Jorge Arteiro
AKS Azure Kubernetes Services Workshop Jorge ArteiroJorge Arteiro
 
Innovation anywhere with microsoft azure arc
Innovation anywhere with microsoft azure arcInnovation anywhere with microsoft azure arc
Innovation anywhere with microsoft azure arcGoviccaSihombing
 
Getting started with Serverless applications on Microsoft Azure
Getting started with Serverless applications on Microsoft AzureGetting started with Serverless applications on Microsoft Azure
Getting started with Serverless applications on Microsoft AzureNilesh Gule
 
Event driven workloads on Kubernetes with KEDA
Event driven workloads on Kubernetes with KEDAEvent driven workloads on Kubernetes with KEDA
Event driven workloads on Kubernetes with KEDANilesh Gule
 
Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...
Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...
Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...Tom Kerkhove
 
Building cloud native apps with .net core 3.0 and kubernetes
Building cloud native apps with .net core 3.0 and kubernetesBuilding cloud native apps with .net core 3.0 and kubernetes
Building cloud native apps with .net core 3.0 and kubernetesNilesh Gule
 
Migrating SSIS to the cloud
Migrating SSIS to the cloudMigrating SSIS to the cloud
Migrating SSIS to the cloudKoenVerbeeck
 
Realtà aumentata ed Azure, un binomio imbattibile
Realtà aumentata ed Azure, un binomio imbattibileRealtà aumentata ed Azure, un binomio imbattibile
Realtà aumentata ed Azure, un binomio imbattibileAlessio Iafrate
 
Modern application delivery with Consul
Modern application delivery with ConsulModern application delivery with Consul
Modern application delivery with ConsulMitchell Pronschinske
 
Tu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò Raspa
Tu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò RaspaTu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò Raspa
Tu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò RaspaKCDItaly
 
Knative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and OpenshiftKnative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and OpenshiftChris Suszyński
 
Resillient microservices with AKS
Resillient microservices with AKSResillient microservices with AKS
Resillient microservices with AKSNilesh Gule
 
Toyko azure meetup # 1 azure paa s overview
Toyko azure meetup # 1   azure paa s overviewToyko azure meetup # 1   azure paa s overview
Toyko azure meetup # 1 azure paa s overviewTokyo Azure Meetup
 
Kubernetes ist der Hammer?!
Kubernetes ist der Hammer?!Kubernetes ist der Hammer?!
Kubernetes ist der Hammer?!Andreas Siegel
 
Improve monitoring and observability for kubernetes with oss tools
Improve monitoring and observability for kubernetes with oss toolsImprove monitoring and observability for kubernetes with oss tools
Improve monitoring and observability for kubernetes with oss toolsNilesh Gule
 

What's hot (20)

Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...
Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...
Microsoft Ignite 2019 - API management for microservices in a hybrid and mult...
 
Cncf event driven autoscaling with keda
Cncf   event driven autoscaling with kedaCncf   event driven autoscaling with keda
Cncf event driven autoscaling with keda
 
KEDA Overview
KEDA OverviewKEDA Overview
KEDA Overview
 
Monitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
Monitor Azure Kubernetes Cluster With Prometheus by Mamta JhaMonitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
Monitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
 
AKS Azure Kubernetes Services Workshop Jorge Arteiro
AKS Azure Kubernetes Services Workshop Jorge ArteiroAKS Azure Kubernetes Services Workshop Jorge Arteiro
AKS Azure Kubernetes Services Workshop Jorge Arteiro
 
Innovation anywhere with microsoft azure arc
Innovation anywhere with microsoft azure arcInnovation anywhere with microsoft azure arc
Innovation anywhere with microsoft azure arc
 
Getting started with Serverless applications on Microsoft Azure
Getting started with Serverless applications on Microsoft AzureGetting started with Serverless applications on Microsoft Azure
Getting started with Serverless applications on Microsoft Azure
 
Event driven workloads on Kubernetes with KEDA
Event driven workloads on Kubernetes with KEDAEvent driven workloads on Kubernetes with KEDA
Event driven workloads on Kubernetes with KEDA
 
Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...
Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...
Azure Lowlands 2020 - API management for microservices in a hybrid and multi-...
 
Building cloud native apps with .net core 3.0 and kubernetes
Building cloud native apps with .net core 3.0 and kubernetesBuilding cloud native apps with .net core 3.0 and kubernetes
Building cloud native apps with .net core 3.0 and kubernetes
 
Migrating SSIS to the cloud
Migrating SSIS to the cloudMigrating SSIS to the cloud
Migrating SSIS to the cloud
 
Realtà aumentata ed Azure, un binomio imbattibile
Realtà aumentata ed Azure, un binomio imbattibileRealtà aumentata ed Azure, un binomio imbattibile
Realtà aumentata ed Azure, un binomio imbattibile
 
Azure functions
Azure functionsAzure functions
Azure functions
 
Modern application delivery with Consul
Modern application delivery with ConsulModern application delivery with Consul
Modern application delivery with Consul
 
Tu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò Raspa
Tu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò RaspaTu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò Raspa
Tu non puoi passare! Policy compliance con OPA Gatekeeper | Niccolò Raspa
 
Knative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and OpenshiftKnative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and Openshift
 
Resillient microservices with AKS
Resillient microservices with AKSResillient microservices with AKS
Resillient microservices with AKS
 
Toyko azure meetup # 1 azure paa s overview
Toyko azure meetup # 1   azure paa s overviewToyko azure meetup # 1   azure paa s overview
Toyko azure meetup # 1 azure paa s overview
 
Kubernetes ist der Hammer?!
Kubernetes ist der Hammer?!Kubernetes ist der Hammer?!
Kubernetes ist der Hammer?!
 
Improve monitoring and observability for kubernetes with oss tools
Improve monitoring and observability for kubernetes with oss toolsImprove monitoring and observability for kubernetes with oss tools
Improve monitoring and observability for kubernetes with oss tools
 

Similar to AZUG Lightning Talk - Application autoscaling on Kubernetes with Kubernetes Event-driven Autoscaling (KEDA)

How to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech Talks
How to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech TalksHow to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech Talks
How to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech TalksAmazon Web Services
 
Container orchestration k8s azure kubernetes services
Container orchestration  k8s azure kubernetes servicesContainer orchestration  k8s azure kubernetes services
Container orchestration k8s azure kubernetes servicesRajesh Kolla
 
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdf
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdfFestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdf
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdfNilesh Gule
 
Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...
Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...
Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...Amazon Web Services
 
Making sense of containers, docker and Kubernetes on Azure.
Making sense of containers, docker and Kubernetes on Azure.Making sense of containers, docker and Kubernetes on Azure.
Making sense of containers, docker and Kubernetes on Azure.Nills Franssens
 
Harnessing the power of aws using dot net core
Harnessing the power of aws using dot net coreHarnessing the power of aws using dot net core
Harnessing the power of aws using dot net coreDror Helper
 
Getting sh*t done with Azure Functions (on AKS!)
Getting sh*t done with Azure Functions (on AKS!)Getting sh*t done with Azure Functions (on AKS!)
Getting sh*t done with Azure Functions (on AKS!)Rick van den Bosch
 
Kubernetes for .NET Developers
Kubernetes for .NET DevelopersKubernetes for .NET Developers
Kubernetes for .NET DevelopersLorenzo Barbieri
 
C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...
C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...
C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...DataStax Academy
 
Open service broker API with Azure Kubernetes Services
Open service broker API with Azure Kubernetes ServicesOpen service broker API with Azure Kubernetes Services
Open service broker API with Azure Kubernetes ServicesJorge Arteiro
 
Azure Serverless Toolbox
Azure Serverless ToolboxAzure Serverless Toolbox
Azure Serverless ToolboxJohan Eriksson
 
Perth Azure Usergroup Build 2018 updates
Perth Azure Usergroup Build 2018 updatesPerth Azure Usergroup Build 2018 updates
Perth Azure Usergroup Build 2018 updatesNirmal Thewarathanthri
 
NEW LAUNCH! Developing Serverless C# Applications
NEW LAUNCH! Developing Serverless C# ApplicationsNEW LAUNCH! Developing Serverless C# Applications
NEW LAUNCH! Developing Serverless C# ApplicationsAmazon Web Services
 
Using Azure DevOps to continuously build, test, and deploy containerized appl...
Using Azure DevOps to continuously build, test, and deploy containerized appl...Using Azure DevOps to continuously build, test, and deploy containerized appl...
Using Azure DevOps to continuously build, test, and deploy containerized appl...Adrian Todorov
 
Accelerate Application Innovation Journey with Azure Kubernetes Service
Accelerate Application Innovation Journey with Azure Kubernetes Service Accelerate Application Innovation Journey with Azure Kubernetes Service
Accelerate Application Innovation Journey with Azure Kubernetes Service WinWire Technologies Inc
 
AWS CDK (Cloud Development Kit): A Comprehensive Guide
AWS CDK (Cloud Development Kit): A Comprehensive GuideAWS CDK (Cloud Development Kit): A Comprehensive Guide
AWS CDK (Cloud Development Kit): A Comprehensive GuideInexture Solutions
 
Tooling and DevOps for the Hybrid Cloud with Azure and Azure Stack
Tooling and DevOps for the Hybrid Cloud with Azure and Azure StackTooling and DevOps for the Hybrid Cloud with Azure and Azure Stack
Tooling and DevOps for the Hybrid Cloud with Azure and Azure StackMicrosoft Tech Community
 
How (and why) to roll your own Docker SaaS
How (and why) to roll your own Docker SaaSHow (and why) to roll your own Docker SaaS
How (and why) to roll your own Docker SaaSRyan Crawford
 

Similar to AZUG Lightning Talk - Application autoscaling on Kubernetes with Kubernetes Event-driven Autoscaling (KEDA) (20)

How to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech Talks
How to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech TalksHow to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech Talks
How to Deploy .NET Code to AWS from Within Visual Studio - AWS Online Tech Talks
 
Container orchestration k8s azure kubernetes services
Container orchestration  k8s azure kubernetes servicesContainer orchestration  k8s azure kubernetes services
Container orchestration k8s azure kubernetes services
 
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdf
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdfFestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdf
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdf
 
Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...
Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...
Real World Development: Peeling The Onion – Migrating A Monolithic Applicatio...
 
Kubernetes vs App Service
Kubernetes vs App ServiceKubernetes vs App Service
Kubernetes vs App Service
 
Making sense of containers, docker and Kubernetes on Azure.
Making sense of containers, docker and Kubernetes on Azure.Making sense of containers, docker and Kubernetes on Azure.
Making sense of containers, docker and Kubernetes on Azure.
 
Harnessing the power of aws using dot net core
Harnessing the power of aws using dot net coreHarnessing the power of aws using dot net core
Harnessing the power of aws using dot net core
 
Getting sh*t done with Azure Functions (on AKS!)
Getting sh*t done with Azure Functions (on AKS!)Getting sh*t done with Azure Functions (on AKS!)
Getting sh*t done with Azure Functions (on AKS!)
 
Kubernetes for .NET Developers
Kubernetes for .NET DevelopersKubernetes for .NET Developers
Kubernetes for .NET Developers
 
C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...
C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...
C* Summit 2013: Cassandra on Cloud Foundry by Renat Khasanshyn and Cornelia D...
 
Open service broker API with Azure Kubernetes Services
Open service broker API with Azure Kubernetes ServicesOpen service broker API with Azure Kubernetes Services
Open service broker API with Azure Kubernetes Services
 
Azure Serverless Toolbox
Azure Serverless ToolboxAzure Serverless Toolbox
Azure Serverless Toolbox
 
Perth Azure Usergroup Build 2018 updates
Perth Azure Usergroup Build 2018 updatesPerth Azure Usergroup Build 2018 updates
Perth Azure Usergroup Build 2018 updates
 
NEW LAUNCH! Developing Serverless C# Applications
NEW LAUNCH! Developing Serverless C# ApplicationsNEW LAUNCH! Developing Serverless C# Applications
NEW LAUNCH! Developing Serverless C# Applications
 
Using Azure DevOps to continuously build, test, and deploy containerized appl...
Using Azure DevOps to continuously build, test, and deploy containerized appl...Using Azure DevOps to continuously build, test, and deploy containerized appl...
Using Azure DevOps to continuously build, test, and deploy containerized appl...
 
Accelerate Application Innovation Journey with Azure Kubernetes Service
Accelerate Application Innovation Journey with Azure Kubernetes Service Accelerate Application Innovation Journey with Azure Kubernetes Service
Accelerate Application Innovation Journey with Azure Kubernetes Service
 
AWS CDK (Cloud Development Kit): A Comprehensive Guide
AWS CDK (Cloud Development Kit): A Comprehensive GuideAWS CDK (Cloud Development Kit): A Comprehensive Guide
AWS CDK (Cloud Development Kit): A Comprehensive Guide
 
Tooling and DevOps for the Hybrid Cloud with Azure and Azure Stack
Tooling and DevOps for the Hybrid Cloud with Azure and Azure StackTooling and DevOps for the Hybrid Cloud with Azure and Azure Stack
Tooling and DevOps for the Hybrid Cloud with Azure and Azure Stack
 
AWS Lambda in C#
AWS Lambda in C#AWS Lambda in C#
AWS Lambda in C#
 
How (and why) to roll your own Docker SaaS
How (and why) to roll your own Docker SaaSHow (and why) to roll your own Docker SaaS
How (and why) to roll your own Docker SaaS
 

More from Tom Kerkhove

Techorama 2022 - Adventures of building Promitor, an open-source product
Techorama 2022 - Adventures of building Promitor, an open-source productTechorama 2022 - Adventures of building Promitor, an open-source product
Techorama 2022 - Adventures of building Promitor, an open-source productTom Kerkhove
 
Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...
Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...
Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...Tom Kerkhove
 
IglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft Azure
IglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft AzureIglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft Azure
IglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft AzureTom Kerkhove
 
Azure Low Lands 2019 - Building secure cloud applications with Azure Key Vault
Azure Low Lands 2019 - Building secure cloud applications with Azure Key VaultAzure Low Lands 2019 - Building secure cloud applications with Azure Key Vault
Azure Low Lands 2019 - Building secure cloud applications with Azure Key VaultTom Kerkhove
 
Next Generation Data Integration with Azure Data Factory
Next Generation Data Integration with Azure Data FactoryNext Generation Data Integration with Azure Data Factory
Next Generation Data Integration with Azure Data FactoryTom Kerkhove
 
Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...
Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...
Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...Tom Kerkhove
 
Intelligent Cloud Conference 2018 - Building secure cloud applications with A...
Intelligent Cloud Conference 2018 - Building secure cloud applications with A...Intelligent Cloud Conference 2018 - Building secure cloud applications with A...
Intelligent Cloud Conference 2018 - Building secure cloud applications with A...Tom Kerkhove
 
Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...
Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...
Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...Tom Kerkhove
 
NDC Minnesota - Analyzing StackExchange data with Azure Data Lake
NDC Minnesota - Analyzing StackExchange data with Azure Data LakeNDC Minnesota - Analyzing StackExchange data with Azure Data Lake
NDC Minnesota - Analyzing StackExchange data with Azure Data LakeTom Kerkhove
 
Techdays Finland 2018 - Building secure cloud applications with Azure Key Vault
Techdays Finland 2018 - Building secure cloud applications with Azure Key VaultTechdays Finland 2018 - Building secure cloud applications with Azure Key Vault
Techdays Finland 2018 - Building secure cloud applications with Azure Key VaultTom Kerkhove
 
NDC Sydney - Analyzing StackExchange with Azure Data Lake
NDC Sydney - Analyzing StackExchange with Azure Data LakeNDC Sydney - Analyzing StackExchange with Azure Data Lake
NDC Sydney - Analyzing StackExchange with Azure Data LakeTom Kerkhove
 
TechDays NL 2016 - Building your scalable secure IoT Solution on Azure
TechDays NL 2016 - Building your scalable secure IoT Solution on AzureTechDays NL 2016 - Building your scalable secure IoT Solution on Azure
TechDays NL 2016 - Building your scalable secure IoT Solution on AzureTom Kerkhove
 
Integration Monday - Analysing StackExchange data with Azure Data Lake
Integration Monday - Analysing StackExchange data with Azure Data LakeIntegration Monday - Analysing StackExchange data with Azure Data Lake
Integration Monday - Analysing StackExchange data with Azure Data LakeTom Kerkhove
 
ITProceed 2015 - Securing Sensitive Data with Azure Key Vault
ITProceed 2015 - Securing Sensitive Data with Azure Key VaultITProceed 2015 - Securing Sensitive Data with Azure Key Vault
ITProceed 2015 - Securing Sensitive Data with Azure Key VaultTom Kerkhove
 
Securing sensitive data with Azure Key Vault
Securing sensitive data with Azure Key VaultSecuring sensitive data with Azure Key Vault
Securing sensitive data with Azure Key VaultTom Kerkhove
 
GWAB - Hop on the Service Bus!
GWAB - Hop on the Service Bus!GWAB - Hop on the Service Bus!
GWAB - Hop on the Service Bus!Tom Kerkhove
 
GWAB - Kinecting the Cloud.
GWAB - Kinecting the Cloud.GWAB - Kinecting the Cloud.
GWAB - Kinecting the Cloud.Tom Kerkhove
 
Community Day 2013 - The Power of Kinect
Community Day 2013 - The Power of KinectCommunity Day 2013 - The Power of Kinect
Community Day 2013 - The Power of KinectTom Kerkhove
 
The power of Kinect in 10 minutes
The power of Kinect in 10 minutesThe power of Kinect in 10 minutes
The power of Kinect in 10 minutesTom Kerkhove
 

More from Tom Kerkhove (19)

Techorama 2022 - Adventures of building Promitor, an open-source product
Techorama 2022 - Adventures of building Promitor, an open-source productTechorama 2022 - Adventures of building Promitor, an open-source product
Techorama 2022 - Adventures of building Promitor, an open-source product
 
Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...
Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...
Building Bruges 2020 - Adventures of building a multi-tenant PaaS on Microsof...
 
IglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft Azure
IglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft AzureIglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft Azure
IglooConf 2020 - Adventures of building a multi-tenant PaaS on Microsoft Azure
 
Azure Low Lands 2019 - Building secure cloud applications with Azure Key Vault
Azure Low Lands 2019 - Building secure cloud applications with Azure Key VaultAzure Low Lands 2019 - Building secure cloud applications with Azure Key Vault
Azure Low Lands 2019 - Building secure cloud applications with Azure Key Vault
 
Next Generation Data Integration with Azure Data Factory
Next Generation Data Integration with Azure Data FactoryNext Generation Data Integration with Azure Data Factory
Next Generation Data Integration with Azure Data Factory
 
Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...
Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...
Intelligent Cloud Conference 2018 - Automatically scaling Kubernetes pods bas...
 
Intelligent Cloud Conference 2018 - Building secure cloud applications with A...
Intelligent Cloud Conference 2018 - Building secure cloud applications with A...Intelligent Cloud Conference 2018 - Building secure cloud applications with A...
Intelligent Cloud Conference 2018 - Building secure cloud applications with A...
 
Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...
Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...
Intelligent Cloud Conference 2018 - Next Generation of Data Integration with ...
 
NDC Minnesota - Analyzing StackExchange data with Azure Data Lake
NDC Minnesota - Analyzing StackExchange data with Azure Data LakeNDC Minnesota - Analyzing StackExchange data with Azure Data Lake
NDC Minnesota - Analyzing StackExchange data with Azure Data Lake
 
Techdays Finland 2018 - Building secure cloud applications with Azure Key Vault
Techdays Finland 2018 - Building secure cloud applications with Azure Key VaultTechdays Finland 2018 - Building secure cloud applications with Azure Key Vault
Techdays Finland 2018 - Building secure cloud applications with Azure Key Vault
 
NDC Sydney - Analyzing StackExchange with Azure Data Lake
NDC Sydney - Analyzing StackExchange with Azure Data LakeNDC Sydney - Analyzing StackExchange with Azure Data Lake
NDC Sydney - Analyzing StackExchange with Azure Data Lake
 
TechDays NL 2016 - Building your scalable secure IoT Solution on Azure
TechDays NL 2016 - Building your scalable secure IoT Solution on AzureTechDays NL 2016 - Building your scalable secure IoT Solution on Azure
TechDays NL 2016 - Building your scalable secure IoT Solution on Azure
 
Integration Monday - Analysing StackExchange data with Azure Data Lake
Integration Monday - Analysing StackExchange data with Azure Data LakeIntegration Monday - Analysing StackExchange data with Azure Data Lake
Integration Monday - Analysing StackExchange data with Azure Data Lake
 
ITProceed 2015 - Securing Sensitive Data with Azure Key Vault
ITProceed 2015 - Securing Sensitive Data with Azure Key VaultITProceed 2015 - Securing Sensitive Data with Azure Key Vault
ITProceed 2015 - Securing Sensitive Data with Azure Key Vault
 
Securing sensitive data with Azure Key Vault
Securing sensitive data with Azure Key VaultSecuring sensitive data with Azure Key Vault
Securing sensitive data with Azure Key Vault
 
GWAB - Hop on the Service Bus!
GWAB - Hop on the Service Bus!GWAB - Hop on the Service Bus!
GWAB - Hop on the Service Bus!
 
GWAB - Kinecting the Cloud.
GWAB - Kinecting the Cloud.GWAB - Kinecting the Cloud.
GWAB - Kinecting the Cloud.
 
Community Day 2013 - The Power of Kinect
Community Day 2013 - The Power of KinectCommunity Day 2013 - The Power of Kinect
Community Day 2013 - The Power of Kinect
 
The power of Kinect in 10 minutes
The power of Kinect in 10 minutesThe power of Kinect in 10 minutes
The power of Kinect in 10 minutes
 

Recently uploaded

"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
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
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
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
 
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
 
"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
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
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
 
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
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
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
 
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
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
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
 
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
 
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
 
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
 

Recently uploaded (20)

"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
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
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
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
 
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
 
"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
 
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
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
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...
 
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
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
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
 
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?
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
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
 
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
 
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
 
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!
 

AZUG Lightning Talk - Application autoscaling on Kubernetes with Kubernetes Event-driven Autoscaling (KEDA)

  • 1. Kubernetes-based event- driven autoscaling (KEDA) Autoscaling made simple keda.sh
  • 2.
  • 3.
  • 4. 4 Scale Node 1 Cluster Node 2 Node 3 Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Designing for scale with CPaaS Custom Metric Provider Horizontal Pod Autoscaler(s) Cluster Autoscaler
  • 5.
  • 6. Application autoscaling made simple with Kubernetes Event-driven Autoscaling ( ) • Automatically scale Deployments & Jobs • Vendor-Agnostic & Built-in Scalers • Production-grade Authentication • Save resources with scale to 0 • Run Azure Functions anywhere (simple & durable) • Started as a partnership between Microsoft & Red Hat • Focus on your app scaling, not the scaling internals
  • 7.
  • 8.
  • 9.
  • 10. 10 Scale Node 1 Cluster Node 2 Node 3 Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Designing for scale with CPaaS Cluster Autoscaler Custom Metric Provider Horizontal Pod Autoscaler(s)
  • 11. KEDA is cloud-agnostic & vendor-neutral
  • 12. Demo Autoscaling .NET Core worker based on Azure Service Bus queue depth
  • 13. Community Matters • We are donating KEDA to Cloud Native Computing Foundation (CNCF) as Sandbox project • https://github.com/cncf/toc/issues/335