SlideShare a Scribd company logo
1 of 74
Download to read offline
Building a produc.on grade
PostgreSQL Cloud Foundry Service
Produc.on grade?
Produc.on Ready Litmus Test:
Run a public CF.
Design Decisions
Defining service instances.
PostgreSQL 

Server vs. Cluster
Replica.on
Sync vs. Async
Async replica.on is
built-in since PostgreSQL 9
PostgreSQL 

Replica.on Limita.ons
Failure
Detec.on
Automa.c
Failover
repmgr
Replica.on Manager for
PostgreSQL clusters
• Monitoring replica.on performance
• Failure detec.on
• Automated failover
• Leader elec.on
• Master promo.on
Shared vs Dedicated

PostgreSQL VMs
Shared
• Single VM or single
cluster of VMs
• Single PostgreSQL
server or single
PostgreSQL cluster
• Isola8on limited to
PostreSQL mul8-
tenancy capabili8es
Shared PostgreSQL Cluster > Bad idea
3 VMs
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
1 VM
Postgresql
VM#1
PostgreSQL Cluster
Single PostgreSQL Server
Service Instance
Service Instance 2
Service Instance 3
Service Instance 1
Service Instance 2
Service Instance 3
Service Instance 1
Service Instance 2
Service Instance 3
Service Instance 1
Service Instance 2
Service Instance 3
Service Instance 1
OR
1x
1x
Shared PostgreSQL
= SPOF
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App
App App App App
App App App App App
App App App App App App
App App
App App
App App
App App App
App
App App App App App App App
App App App App App App
App App App App App App
App App App App App
App App App App
App App App App App App App App
App App App App App App App App
App App App App App App App App
App App App App App App App
App App App App App App App App App
App App App
Service Instance
Service Instance
Service Instance
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App
App App App App
App App App App App
App App App App App App
App App
App App
App App
App App App
App
App App App App App App App
Service Instance
Service Instance
Service Instance
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App
App App App App
App App App App App
App App App App App App
App App
App App
App App
App App App
App
App App App App App App App
Service Instance
Service Instance
Service Instance
Your shared PostgreSQL cluster goes down, all
your PostgreSQL database instances go down.
Dedicated
• Service instance =
dedicated VM or
dedicated cluster of
VMs
• Uses infrastructure
isola8on to enable
mul8-tenancy support
Dedicated PostgreSQL instances > Good idea
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service Instance
Service Instance
n x
m x
and / or
Cloud Foundry Run.me
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Cloud Foundry Run.me
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Cloud Foundry Run.me
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
PostgreSQL failures are contained.
Only one service instance affected.
Pre- vs. On-Demand
Provisioning
Pre-Provisioned
Pre-provisoned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
$> cf create-service postgresql
single-small my-single-postgres-1
Easy Deployment
Pre-provisioned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
$> cf create-service postgresql
cluster-small my-3node-postgres-
cluster-2
Easy Deployment
Pre-provisioned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
On-Demand-Provisioned
On-demand provisioned service instances
Service Broker
Some Automa.on
On-demand provisioned service instances
my-single-postgres-1
Postgresql
VM#1
Service Instance
Service Broker
Some Automa.on
Pre-provisoned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
Some Automa.on
Automa.on Technology
Bosh = ❤
Infrastructure independence
VM and persistent disk
management
OS independence
Blueprint vs. construc.on
Bosh Release vs. Bosh deployment
One Bosh release, 

several service plans.
PostgreSQL single vm
vs. PostgreSQL cluster
Monitoring & Self-Healing
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#3
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Scalability
my-single-postgres-1
Postgresql
VM#1
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
$> cf service-update my-single-
postgres-1 -p cluster-large
Scalability
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Single node postgresql service instance
> turned into a 3-node postgresql cluster.
$> cf service-update 

my-3node-postgres-cluster-1 

-p cluster-large
Scalability
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Small cluster turned into a large cluster.
Architectural Overview
a9s Deployer
Templates Deployments
Bosh
a9s Service Broker
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Middleware Adapter
Cloud Foundry Adapter
a9s PostgreSQL SPI
Service InstanceService Instance
my-3node-postgres-cluster-3
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
…
Cloud ControllerCF Client
create service
create service
create deployment from template xy with a_ributes {…}
deploy release abc & deployment manifest xyz
Execute deployments
create
service specific 

creden.als
create binding
a9s
Service Broker
• Implements the CF
Service Broker API
• Generic
• Data service specific
SPIs
a9s Service Broker
a9s
PostgreSQL SPI
The PostgreSQL SPI encapsulates
PostgreSQL specific logic
• Service catalog
metadata, e.g. service
plans
• PostgreSQL instance
creden8al
management (service
bindings)
a9s PostgreSQL SPI
a9s
Deployer
The a9s Deployer
manages Bosh deployments
Component Interac.on
Lessons Learned
• Dedicated service instances are
mandatory
• On-demand provisioning is essen.al
• Bosh does a great job
The greatest challenge with
PostgreSQL was
• Finding a PostgreSQL replica.on &
clustering toolset that allows automa.on
• Itera.vely learn how to configure and
automate common and edge-case
scenarios.
Ques.ons?
@fischerjulian
@anynines
Thank you.
@fischerjulian
@anynines

More Related Content

What's hot

제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers
제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers
제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-RanchersTommy Lee
 
Testing the Enterprise layers, with Arquillian
Testing the Enterprise layers, with ArquillianTesting the Enterprise layers, with Arquillian
Testing the Enterprise layers, with ArquillianVirtual JBoss User Group
 
Spinnaker 파트 1
Spinnaker 파트 1Spinnaker 파트 1
Spinnaker 파트 1Steven Shim
 
docker-machine, docker-compose, docker-swarm 覚書
docker-machine, docker-compose, docker-swarm 覚書docker-machine, docker-compose, docker-swarm 覚書
docker-machine, docker-compose, docker-swarm 覚書じゅん なかざ
 
[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...
[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...
[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...OpenStack Korea Community
 
Spinnaker VLDB 2011
Spinnaker VLDB 2011Spinnaker VLDB 2011
Spinnaker VLDB 2011sandeep_tata
 
Performance Testing using Real Browsers with JMeter & Webdriver
Performance Testing using Real Browsers with JMeter & WebdriverPerformance Testing using Real Browsers with JMeter & Webdriver
Performance Testing using Real Browsers with JMeter & WebdriverBlazeMeter
 
1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro
1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro
1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation introThomas Lobinger
 
Cloud Native Microservices with Spring Cloud
Cloud Native Microservices with Spring CloudCloud Native Microservices with Spring Cloud
Cloud Native Microservices with Spring CloudConor Svensson
 
Puppet in the Pipeline
Puppet in the PipelinePuppet in the Pipeline
Puppet in the PipelinePuppet
 
Leveraging Ansible for CI/CD
Leveraging Ansible for CI/CDLeveraging Ansible for CI/CD
Leveraging Ansible for CI/CDShippable
 
Fargate 를 이용한 ECS with VPC 1부
Fargate 를 이용한 ECS with VPC 1부Fargate 를 이용한 ECS with VPC 1부
Fargate 를 이용한 ECS with VPC 1부Hyun-Mook Choi
 
Bitbucket Pipelines - Powered by Kubernetes
Bitbucket Pipelines - Powered by KubernetesBitbucket Pipelines - Powered by Kubernetes
Bitbucket Pipelines - Powered by KubernetesNathan Burrell
 
ZooKeeper - wait free protocol for coordinating processes
ZooKeeper - wait free protocol for coordinating processesZooKeeper - wait free protocol for coordinating processes
ZooKeeper - wait free protocol for coordinating processesJulia Proskurnia
 
Pod Sandbox workflow creation from Dockershim
Pod Sandbox workflow creation from DockershimPod Sandbox workflow creation from Dockershim
Pod Sandbox workflow creation from DockershimVictor Morales
 
Deployment with capistrano
Deployment with capistranoDeployment with capistrano
Deployment with capistranosagar junnarkar
 
Deep dive in container service discovery
Deep dive in container service discoveryDeep dive in container service discovery
Deep dive in container service discoveryDocker, Inc.
 
"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発
"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発
"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発Yahoo!デベロッパーネットワーク
 

What's hot (20)

제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers
제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers
제4회 한국IBM과 함께하는 난공불락 오픈소스 인프라 세미나-Ranchers
 
Testing the Enterprise layers, with Arquillian
Testing the Enterprise layers, with ArquillianTesting the Enterprise layers, with Arquillian
Testing the Enterprise layers, with Arquillian
 
Capistrano 3 Deployment
Capistrano 3 DeploymentCapistrano 3 Deployment
Capistrano 3 Deployment
 
Spinnaker 파트 1
Spinnaker 파트 1Spinnaker 파트 1
Spinnaker 파트 1
 
docker-machine, docker-compose, docker-swarm 覚書
docker-machine, docker-compose, docker-swarm 覚書docker-machine, docker-compose, docker-swarm 覚書
docker-machine, docker-compose, docker-swarm 覚書
 
[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...
[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...
[OpenInfra Days Korea 2018] Day 2 - E3-2: "핸즈온 워크샵: Kubespray, Helm, Armada를 ...
 
Spinnaker VLDB 2011
Spinnaker VLDB 2011Spinnaker VLDB 2011
Spinnaker VLDB 2011
 
Performance Testing using Real Browsers with JMeter & Webdriver
Performance Testing using Real Browsers with JMeter & WebdriverPerformance Testing using Real Browsers with JMeter & Webdriver
Performance Testing using Real Browsers with JMeter & Webdriver
 
1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro
1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro
1 DevOp vs 1.000 servers - Amazon EC2 and Chef automation intro
 
Cloud Native Microservices with Spring Cloud
Cloud Native Microservices with Spring CloudCloud Native Microservices with Spring Cloud
Cloud Native Microservices with Spring Cloud
 
Puppet in the Pipeline
Puppet in the PipelinePuppet in the Pipeline
Puppet in the Pipeline
 
Leveraging Ansible for CI/CD
Leveraging Ansible for CI/CDLeveraging Ansible for CI/CD
Leveraging Ansible for CI/CD
 
Amazon SWF and Gordon
Amazon SWF and GordonAmazon SWF and Gordon
Amazon SWF and Gordon
 
Fargate 를 이용한 ECS with VPC 1부
Fargate 를 이용한 ECS with VPC 1부Fargate 를 이용한 ECS with VPC 1부
Fargate 를 이용한 ECS with VPC 1부
 
Bitbucket Pipelines - Powered by Kubernetes
Bitbucket Pipelines - Powered by KubernetesBitbucket Pipelines - Powered by Kubernetes
Bitbucket Pipelines - Powered by Kubernetes
 
ZooKeeper - wait free protocol for coordinating processes
ZooKeeper - wait free protocol for coordinating processesZooKeeper - wait free protocol for coordinating processes
ZooKeeper - wait free protocol for coordinating processes
 
Pod Sandbox workflow creation from Dockershim
Pod Sandbox workflow creation from DockershimPod Sandbox workflow creation from Dockershim
Pod Sandbox workflow creation from Dockershim
 
Deployment with capistrano
Deployment with capistranoDeployment with capistrano
Deployment with capistrano
 
Deep dive in container service discovery
Deep dive in container service discoveryDeep dive in container service discovery
Deep dive in container service discovery
 
"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発
"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発
"Yahoo! JAPAN の Kubernetes-as-a-Service" で加速するアプリケーション開発
 

Viewers also liked

Cloud Foundry Days Tokyo 2016
Cloud Foundry Days Tokyo 2016Cloud Foundry Days Tokyo 2016
Cloud Foundry Days Tokyo 2016Chip Childers
 
Cloud Foundry on OpenStack - An Experience Report | anynines
Cloud Foundry on OpenStack - An Experience Report | anynines Cloud Foundry on OpenStack - An Experience Report | anynines
Cloud Foundry on OpenStack - An Experience Report | anynines anynines GmbH
 
Cloud Foundry: Infrastructure Options
Cloud Foundry: Infrastructure OptionsCloud Foundry: Infrastructure Options
Cloud Foundry: Infrastructure OptionsAltoros
 
OpenStack - heat on boarding
OpenStack - heat on boardingOpenStack - heat on boarding
OpenStack - heat on boardingRico Lin
 
Simplifying openstack instances networking
Simplifying openstack instances networkingSimplifying openstack instances networking
Simplifying openstack instances networkingMohamed ELMesseiry
 
Cloud foundry architecture and deep dive
Cloud foundry architecture and deep diveCloud foundry architecture and deep dive
Cloud foundry architecture and deep diveAnimesh Singh
 
iSCSI Protocol and Functionality
iSCSI Protocol and FunctionalityiSCSI Protocol and Functionality
iSCSI Protocol and FunctionalityLexumo
 
Garden introduction for dea users public
Garden introduction for dea users   publicGarden introduction for dea users   public
Garden introduction for dea users publicTakehiko Amano
 
Deploy Cloud Foundry using bosh_bootstrap
Deploy Cloud Foundry using bosh_bootstrapDeploy Cloud Foundry using bosh_bootstrap
Deploy Cloud Foundry using bosh_bootstraprajdeep
 
Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...
Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...
Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...Cisco Canada
 
Routeサービスを使ったCloud FoundryアプリのAPI管理
Routeサービスを使ったCloud FoundryアプリのAPI管理Routeサービスを使ったCloud FoundryアプリのAPI管理
Routeサービスを使ったCloud FoundryアプリのAPI管理Kazuchika Sekiya
 
Circle of Code with Cloud Foundry
Circle of Code with Cloud FoundryCircle of Code with Cloud Foundry
Circle of Code with Cloud FoundryTomohiro Ichimura
 
Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...
Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...
Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...CAFxX
 
OpenStack Load Balancer as a Service (LBaaS) with openSUSE Leap
OpenStack Load Balancer as a Service (LBaaS) with openSUSE LeapOpenStack Load Balancer as a Service (LBaaS) with openSUSE Leap
OpenStack Load Balancer as a Service (LBaaS) with openSUSE LeapSaputro Aryulianto
 
iSCSI: Internet Small Computer System Interface
iSCSI: Internet Small Computer System InterfaceiSCSI: Internet Small Computer System Interface
iSCSI: Internet Small Computer System InterfaceManoj Singh
 
Fibre Channel over Ethernet (FCoE), iSCSI and the Converged Data Center
Fibre Channel over Ethernet (FCoE), iSCSI and the Converged Data CenterFibre Channel over Ethernet (FCoE), iSCSI and the Converged Data Center
Fibre Channel over Ethernet (FCoE), iSCSI and the Converged Data CenterStuart Miniman
 
Big Data in the Cloud? Yes, you can do it in OpenStack
Big Data in the Cloud? Yes, you can do it in OpenStackBig Data in the Cloud? Yes, you can do it in OpenStack
Big Data in the Cloud? Yes, you can do it in OpenStackObed N Muñoz
 
Cloud foundry presentation
Cloud foundry presentation Cloud foundry presentation
Cloud foundry presentation Vivek Parihar
 
OpenStack & the Evolving Cloud Ecosystem
OpenStack & the Evolving Cloud EcosystemOpenStack & the Evolving Cloud Ecosystem
OpenStack & the Evolving Cloud EcosystemMark Voelker
 
Cloud Foundry Technical Overview
Cloud Foundry Technical OverviewCloud Foundry Technical Overview
Cloud Foundry Technical Overviewcornelia davis
 

Viewers also liked (20)

Cloud Foundry Days Tokyo 2016
Cloud Foundry Days Tokyo 2016Cloud Foundry Days Tokyo 2016
Cloud Foundry Days Tokyo 2016
 
Cloud Foundry on OpenStack - An Experience Report | anynines
Cloud Foundry on OpenStack - An Experience Report | anynines Cloud Foundry on OpenStack - An Experience Report | anynines
Cloud Foundry on OpenStack - An Experience Report | anynines
 
Cloud Foundry: Infrastructure Options
Cloud Foundry: Infrastructure OptionsCloud Foundry: Infrastructure Options
Cloud Foundry: Infrastructure Options
 
OpenStack - heat on boarding
OpenStack - heat on boardingOpenStack - heat on boarding
OpenStack - heat on boarding
 
Simplifying openstack instances networking
Simplifying openstack instances networkingSimplifying openstack instances networking
Simplifying openstack instances networking
 
Cloud foundry architecture and deep dive
Cloud foundry architecture and deep diveCloud foundry architecture and deep dive
Cloud foundry architecture and deep dive
 
iSCSI Protocol and Functionality
iSCSI Protocol and FunctionalityiSCSI Protocol and Functionality
iSCSI Protocol and Functionality
 
Garden introduction for dea users public
Garden introduction for dea users   publicGarden introduction for dea users   public
Garden introduction for dea users public
 
Deploy Cloud Foundry using bosh_bootstrap
Deploy Cloud Foundry using bosh_bootstrapDeploy Cloud Foundry using bosh_bootstrap
Deploy Cloud Foundry using bosh_bootstrap
 
Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...
Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...
Fiber Channel over Ethernet (FCoE) – Design, operations and management best p...
 
Routeサービスを使ったCloud FoundryアプリのAPI管理
Routeサービスを使ったCloud FoundryアプリのAPI管理Routeサービスを使ったCloud FoundryアプリのAPI管理
Routeサービスを使ったCloud FoundryアプリのAPI管理
 
Circle of Code with Cloud Foundry
Circle of Code with Cloud FoundryCircle of Code with Cloud Foundry
Circle of Code with Cloud Foundry
 
Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...
Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...
Everyday life with Cloud Foundry in a big organization (Cloud Foundry Days To...
 
OpenStack Load Balancer as a Service (LBaaS) with openSUSE Leap
OpenStack Load Balancer as a Service (LBaaS) with openSUSE LeapOpenStack Load Balancer as a Service (LBaaS) with openSUSE Leap
OpenStack Load Balancer as a Service (LBaaS) with openSUSE Leap
 
iSCSI: Internet Small Computer System Interface
iSCSI: Internet Small Computer System InterfaceiSCSI: Internet Small Computer System Interface
iSCSI: Internet Small Computer System Interface
 
Fibre Channel over Ethernet (FCoE), iSCSI and the Converged Data Center
Fibre Channel over Ethernet (FCoE), iSCSI and the Converged Data CenterFibre Channel over Ethernet (FCoE), iSCSI and the Converged Data Center
Fibre Channel over Ethernet (FCoE), iSCSI and the Converged Data Center
 
Big Data in the Cloud? Yes, you can do it in OpenStack
Big Data in the Cloud? Yes, you can do it in OpenStackBig Data in the Cloud? Yes, you can do it in OpenStack
Big Data in the Cloud? Yes, you can do it in OpenStack
 
Cloud foundry presentation
Cloud foundry presentation Cloud foundry presentation
Cloud foundry presentation
 
OpenStack & the Evolving Cloud Ecosystem
OpenStack & the Evolving Cloud EcosystemOpenStack & the Evolving Cloud Ecosystem
OpenStack & the Evolving Cloud Ecosystem
 
Cloud Foundry Technical Overview
Cloud Foundry Technical OverviewCloud Foundry Technical Overview
Cloud Foundry Technical Overview
 

Similar to Build production-grade PostgreSQL Cloud Foundry service

Automating the Entire PostgreSQL Lifecycle
Automating the Entire PostgreSQL Lifecycle Automating the Entire PostgreSQL Lifecycle
Automating the Entire PostgreSQL Lifecycle anynines GmbH
 
(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...
(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...
(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...Amazon Web Services
 
The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015
The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015
The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015Remi Bergsma
 
oVirt CI Package Managenent
oVirt CI Package ManagenentoVirt CI Package Managenent
oVirt CI Package ManagenentBarak Korren
 
My sql failover test using orchestrator
My sql failover test  using orchestratorMy sql failover test  using orchestrator
My sql failover test using orchestratorYoungHeon (Roy) Kim
 
Tungsten University: Configure and provision Tungsten clusters
Tungsten University: Configure and provision Tungsten clustersTungsten University: Configure and provision Tungsten clusters
Tungsten University: Configure and provision Tungsten clustersContinuent
 
tomcat server certification
tomcat server certificationtomcat server certification
tomcat server certificationVskills
 
Highly Available Load Balanced Galera MySql Cluster
Highly Available Load Balanced  Galera MySql ClusterHighly Available Load Balanced  Galera MySql Cluster
Highly Available Load Balanced Galera MySql ClusterAmr Fawzy
 
VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms
VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms
VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms VMworld
 
AWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul Maddox
AWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul MaddoxAWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul Maddox
AWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul MaddoxAWS Riyadh User Group
 
Scaling PostgreSQL with Skytools
Scaling PostgreSQL with SkytoolsScaling PostgreSQL with Skytools
Scaling PostgreSQL with SkytoolsGavin Roy
 
PMM database open source monitoring solution
PMM database open source monitoring solutionPMM database open source monitoring solution
PMM database open source monitoring solutionLior Altarescu
 
Cassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundry
Cassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundryCassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundry
Cassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundryDataStax Academy
 
vCloud Automation Center 6.0 -My Notes on Architecture
vCloud Automation Center 6.0 -My Notes on ArchitecturevCloud Automation Center 6.0 -My Notes on Architecture
vCloud Automation Center 6.0 -My Notes on Architecturetechstarts
 
WORKSHOP: Microservices as Containers on AWS
WORKSHOP: Microservices as Containers on AWSWORKSHOP: Microservices as Containers on AWS
WORKSHOP: Microservices as Containers on AWSCasey Lee
 
DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...
DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...
DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...Timofey Turenko
 
Virtualization and Cloud Computing with Elastic Server On Demand
Virtualization and Cloud Computing with Elastic Server On DemandVirtualization and Cloud Computing with Elastic Server On Demand
Virtualization and Cloud Computing with Elastic Server On DemandYan Pritzker
 
IBM Managing Workload Scalability with MQ Clusters
IBM Managing Workload Scalability with MQ ClustersIBM Managing Workload Scalability with MQ Clusters
IBM Managing Workload Scalability with MQ ClustersIBM Systems UKI
 

Similar to Build production-grade PostgreSQL Cloud Foundry service (20)

Automating the Entire PostgreSQL Lifecycle
Automating the Entire PostgreSQL Lifecycle Automating the Entire PostgreSQL Lifecycle
Automating the Entire PostgreSQL Lifecycle
 
Weblogic cluster
Weblogic clusterWeblogic cluster
Weblogic cluster
 
Weblogic cluster
Weblogic clusterWeblogic cluster
Weblogic cluster
 
(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...
(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...
(ARC402) Deployment Automation: From Developers' Keyboards to End Users' Scre...
 
The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015
The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015
The Mission Critical Cloud @ Apache CloudStack meetup Amsterdam June 2015
 
oVirt CI Package Managenent
oVirt CI Package ManagenentoVirt CI Package Managenent
oVirt CI Package Managenent
 
My sql failover test using orchestrator
My sql failover test  using orchestratorMy sql failover test  using orchestrator
My sql failover test using orchestrator
 
Tungsten University: Configure and provision Tungsten clusters
Tungsten University: Configure and provision Tungsten clustersTungsten University: Configure and provision Tungsten clusters
Tungsten University: Configure and provision Tungsten clusters
 
tomcat server certification
tomcat server certificationtomcat server certification
tomcat server certification
 
Highly Available Load Balanced Galera MySql Cluster
Highly Available Load Balanced  Galera MySql ClusterHighly Available Load Balanced  Galera MySql Cluster
Highly Available Load Balanced Galera MySql Cluster
 
VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms
VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms
VMworld 2013: Virtualizing and Tuning Large Scale Java Platforms
 
AWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul Maddox
AWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul MaddoxAWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul Maddox
AWS reinvent 2019 recap - Riyadh - Containers and Serverless - Paul Maddox
 
Scaling PostgreSQL with Skytools
Scaling PostgreSQL with SkytoolsScaling PostgreSQL with Skytools
Scaling PostgreSQL with Skytools
 
PMM database open source monitoring solution
PMM database open source monitoring solutionPMM database open source monitoring solution
PMM database open source monitoring solution
 
Cassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundry
Cassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundryCassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundry
Cassandra Summit 2014: Apache Cassandra on Pivotal CloudFoundry
 
vCloud Automation Center 6.0 -My Notes on Architecture
vCloud Automation Center 6.0 -My Notes on ArchitecturevCloud Automation Center 6.0 -My Notes on Architecture
vCloud Automation Center 6.0 -My Notes on Architecture
 
WORKSHOP: Microservices as Containers on AWS
WORKSHOP: Microservices as Containers on AWSWORKSHOP: Microservices as Containers on AWS
WORKSHOP: Microservices as Containers on AWS
 
DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...
DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...
DB proxy server test: run tests on tens of virtual machines with Jenkins, Vag...
 
Virtualization and Cloud Computing with Elastic Server On Demand
Virtualization and Cloud Computing with Elastic Server On DemandVirtualization and Cloud Computing with Elastic Server On Demand
Virtualization and Cloud Computing with Elastic Server On Demand
 
IBM Managing Workload Scalability with MQ Clusters
IBM Managing Workload Scalability with MQ ClustersIBM Managing Workload Scalability with MQ Clusters
IBM Managing Workload Scalability with MQ Clusters
 

More from anynines GmbH

Beyond 1000 bosh Deployments
Beyond 1000 bosh DeploymentsBeyond 1000 bosh Deployments
Beyond 1000 bosh Deploymentsanynines GmbH
 
Kill Your Productivity - As Efficient as Possible
Kill Your Productivity - As Efficient as PossibleKill Your Productivity - As Efficient as Possible
Kill Your Productivity - As Efficient as Possibleanynines GmbH
 
An Introduction into Bosh | anynines
An Introduction into Bosh | anynines An Introduction into Bosh | anynines
An Introduction into Bosh | anynines anynines GmbH
 
Digital Transformation Case Study | anynines
Digital Transformation Case Study | anynines Digital Transformation Case Study | anynines
Digital Transformation Case Study | anynines anynines GmbH
 
Docker & Diego - good friends or not? | anynines
Docker & Diego  - good friends or not? | anyninesDocker & Diego  - good friends or not? | anynines
Docker & Diego - good friends or not? | anyninesanynines GmbH
 
Experience Report: Cloud Foundry Open Source Operations | anynines
Experience Report: Cloud Foundry Open Source Operations | anyninesExperience Report: Cloud Foundry Open Source Operations | anynines
Experience Report: Cloud Foundry Open Source Operations | anyninesanynines GmbH
 
Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...
Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...
Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...anynines GmbH
 
Cloud Infrastructures Slide Set 7 - Docker - Neo4j | anynines
Cloud Infrastructures Slide Set 7 - Docker - Neo4j | anyninesCloud Infrastructures Slide Set 7 - Docker - Neo4j | anynines
Cloud Infrastructures Slide Set 7 - Docker - Neo4j | anyninesanynines GmbH
 
Vorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anynines
Vorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anyninesVorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anynines
Vorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anyninesanynines GmbH
 
Vorlesung - Cloud Infrastrukturen - Clusterbau | anynines
Vorlesung - Cloud Infrastrukturen - Clusterbau  | anyninesVorlesung - Cloud Infrastrukturen - Clusterbau  | anynines
Vorlesung - Cloud Infrastrukturen - Clusterbau | anyninesanynines GmbH
 
Vorlesung - Cloud Infrastrukturen - Einleitung | anynines
Vorlesung - Cloud Infrastrukturen - Einleitung | anyninesVorlesung - Cloud Infrastrukturen - Einleitung | anynines
Vorlesung - Cloud Infrastrukturen - Einleitung | anyninesanynines GmbH
 
Introduction into Cloud Foundry and Bosh | anynines
Introduction into Cloud Foundry and Bosh | anyninesIntroduction into Cloud Foundry and Bosh | anynines
Introduction into Cloud Foundry and Bosh | anyninesanynines GmbH
 
Running Cloud Foundry for 12 months - An experience report | anynines
Running Cloud Foundry for 12 months - An experience report | anyninesRunning Cloud Foundry for 12 months - An experience report | anynines
Running Cloud Foundry for 12 months - An experience report | anyninesanynines GmbH
 
NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...
NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...
NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...anynines GmbH
 
Migrating a Cloud Foundry from VMware to OpenStack | anynines
Migrating a Cloud Foundry from VMware to OpenStack | anyninesMigrating a Cloud Foundry from VMware to OpenStack | anynines
Migrating a Cloud Foundry from VMware to OpenStack | anyninesanynines GmbH
 
Building a European PaaS | anynines
Building a European PaaS | anyninesBuilding a European PaaS | anynines
Building a European PaaS | anyninesanynines GmbH
 
Continuous deployment with Cloud Foundry, Github and Travis CI | anynines
Continuous deployment with Cloud Foundry, Github and Travis CI | anyninesContinuous deployment with Cloud Foundry, Github and Travis CI | anynines
Continuous deployment with Cloud Foundry, Github and Travis CI | anyninesanynines GmbH
 

More from anynines GmbH (17)

Beyond 1000 bosh Deployments
Beyond 1000 bosh DeploymentsBeyond 1000 bosh Deployments
Beyond 1000 bosh Deployments
 
Kill Your Productivity - As Efficient as Possible
Kill Your Productivity - As Efficient as PossibleKill Your Productivity - As Efficient as Possible
Kill Your Productivity - As Efficient as Possible
 
An Introduction into Bosh | anynines
An Introduction into Bosh | anynines An Introduction into Bosh | anynines
An Introduction into Bosh | anynines
 
Digital Transformation Case Study | anynines
Digital Transformation Case Study | anynines Digital Transformation Case Study | anynines
Digital Transformation Case Study | anynines
 
Docker & Diego - good friends or not? | anynines
Docker & Diego  - good friends or not? | anyninesDocker & Diego  - good friends or not? | anynines
Docker & Diego - good friends or not? | anynines
 
Experience Report: Cloud Foundry Open Source Operations | anynines
Experience Report: Cloud Foundry Open Source Operations | anyninesExperience Report: Cloud Foundry Open Source Operations | anynines
Experience Report: Cloud Foundry Open Source Operations | anynines
 
Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...
Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...
Cloud Infrastructures Slide Set 8 - More Cloud Technologies - Mesos, Spark | ...
 
Cloud Infrastructures Slide Set 7 - Docker - Neo4j | anynines
Cloud Infrastructures Slide Set 7 - Docker - Neo4j | anyninesCloud Infrastructures Slide Set 7 - Docker - Neo4j | anynines
Cloud Infrastructures Slide Set 7 - Docker - Neo4j | anynines
 
Vorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anynines
Vorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anyninesVorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anynines
Vorlesung - Cloud Infrastrukturen - OpenStack Part 1 | anynines
 
Vorlesung - Cloud Infrastrukturen - Clusterbau | anynines
Vorlesung - Cloud Infrastrukturen - Clusterbau  | anyninesVorlesung - Cloud Infrastrukturen - Clusterbau  | anynines
Vorlesung - Cloud Infrastrukturen - Clusterbau | anynines
 
Vorlesung - Cloud Infrastrukturen - Einleitung | anynines
Vorlesung - Cloud Infrastrukturen - Einleitung | anyninesVorlesung - Cloud Infrastrukturen - Einleitung | anynines
Vorlesung - Cloud Infrastrukturen - Einleitung | anynines
 
Introduction into Cloud Foundry and Bosh | anynines
Introduction into Cloud Foundry and Bosh | anyninesIntroduction into Cloud Foundry and Bosh | anynines
Introduction into Cloud Foundry and Bosh | anynines
 
Running Cloud Foundry for 12 months - An experience report | anynines
Running Cloud Foundry for 12 months - An experience report | anyninesRunning Cloud Foundry for 12 months - An experience report | anynines
Running Cloud Foundry for 12 months - An experience report | anynines
 
NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...
NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...
NSA - No thanks - Build your own cloud with OpenStack and Cloud Foundry | any...
 
Migrating a Cloud Foundry from VMware to OpenStack | anynines
Migrating a Cloud Foundry from VMware to OpenStack | anyninesMigrating a Cloud Foundry from VMware to OpenStack | anynines
Migrating a Cloud Foundry from VMware to OpenStack | anynines
 
Building a European PaaS | anynines
Building a European PaaS | anyninesBuilding a European PaaS | anynines
Building a European PaaS | anynines
 
Continuous deployment with Cloud Foundry, Github and Travis CI | anynines
Continuous deployment with Cloud Foundry, Github and Travis CI | anyninesContinuous deployment with Cloud Foundry, Github and Travis CI | anynines
Continuous deployment with Cloud Foundry, Github and Travis CI | anynines
 

Recently uploaded

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsAlberto González Trastoy
 
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...OnePlan Solutions
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providermohitmore19
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...MyIntelliSource, Inc.
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfkalichargn70th171
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsAndolasoft Inc
 
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceanilsa9823
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️anilsa9823
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...harshavardhanraghave
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Modelsaagamshah0812
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AIABDERRAOUF MEHENNI
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxComplianceQuest1
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...kellynguyen01
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 

Recently uploaded (20)

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
 
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service provider
 
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.js
 
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
 
Vip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS Live
Vip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS LiveVip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS Live
Vip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS Live
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Models
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docx
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 

Build production-grade PostgreSQL Cloud Foundry service