SlideShare ist ein Scribd-Unternehmen logo
1 von 35
Downloaden Sie, um offline zu lesen
Serverworks Lightning Talks Tournament, 29th July, 2016
Easy way to begin
Computational Fluid Dynamics (CFD)
on Cloud
Takahisa Shiratori
@takashiratori
Dept. Tech. 2
Serverworks Co., Ltd.
Demonstration on YouTube: https://youtu.be/ft6hIxjFQKk?t=12m33s
Computational Fluid Dynamics (CFD)
Calculation Conditions
- Shape of the room
- etc…
CalculationInput
Output
Visualization
Most of CFDs are working with on-premises servers.
Let’s enjoy CFD on !
Why on AWS?
What is the benefit?
Low Initial Cost
Easy Backup
Elastic Computing Resource
Low Initial Cost
On-premises
Cost
Time
Low Initial Cost
Cost
Time
Cloud
Ex) Start-ups, Individuals, …
Low Initial Cost
Cost
Time
Cloud
Quit
Easy Backup
On-premises
Easy Backup
On-premises
Easy Backup
On-premises Cloud
Elastic Computing Resource
Elastic Computing Resource
Click!
Click!
Click!
Click!
Click!
Click!
Scale-up!!
Scale-out!!
CFD Direct http://cfd.direct/
in AWS Marketplace: https://aws.amazon.com/marketplace/pp/B017AHYO16
✓ No software usage fee
✓ OpenFOAM (Simulation) + ParaView (Visualization)
Calculation Conditions
- Shape of the room
- etc…
OpenFOAM
(Calculation)Input
Output
ParaView
(Visualization)
How to prepare the CFD server?
Preparing an AWS Account
Apply to http://www.serverworks.co.jp/services/piece
or access to directly https://aws.amazon.com/
Launching a CFD Direct server (EC2) on AWS
Access to the server with SSH
1. Choose your region
2. Click “EC2”
Click “Launch instance”
Click
“Community AMIs”
Input “CFD Direct”, and press Enter
Click “Select” of “CFD Direct From the Cloud”
1. Choose an Instance Type you want to use
2. Click “Next: Configure Instance Details”
The default parameter is enough to just use CFD Direct.
Click “Next: Add Storage”
1. Input the size of the Storage
2. Click “Add New Volume”
if you want two or more volumes
3. Click “Next: Tag Instance”
1. Type a Security group name
2. Choose “SSH” 3.
- If you have static global IP address,
choose “Custom IP” and type your IP.
- If you don’t have static global IP address,
choose “Everywhere”. (but not recommended)
Click “Launch”
1. Choose “Create a new key pair”
2. Type a key pair name
Ensure to store the downloaded private key securely, and be careful not to lose.
3. Click “Download Key Pair”
4. Click “Launch instances”
Click “View Instances”
1. Wait until the Status Checks show “2/2 checks passed”
2. Global IP address of your CFD Direct server is shown here
✓ Access to your CFD Direct server with reference to http://cfd.direct/cloud/aws/remote-desktop/
How does it work?
How much?
t2.micro c4.large c4.4xlarge
vCPU 1 2 16
Memory 1 GiB 3.75 GiB 30 GiB
Hourly fee 0.02 USD/hour 0.133 USD/hour 1.061 USD/hour
Working hours Assumed to be 8 hours/day
Storage Assumed to be 50 GiB
Computing monthly fee 4.88 USD/month 32.46 USD/month 258.89 USD/month
Storage monthly fee 6.00 USD/month
Total monthly fee 10.88 USD/month 38.46 USD/month 264.89 USD/month
in Asia Pacific (Tokyo)
This is a ROUGH estimation.
Please don’t be angry if your usage fee exceeds this.
Summary
Low Initial
Cost
Easy
Backup
Elastic
Computing
Resource Click!
Click!
Click!
Cost
Time
Cloud
Quit
Thank you for your kind attention!
Contact Us
Serverworks Co., Ltd.
sales@serverworks.co.jp
+81-(0)3-5579-8029
日本語 http://www.serverworks.co.jp
English http://www.serverworks.co.jp/en
About Me
Experience
Mar. 2016 – Present Dept. Tech. 2 @ Serverworks
Apr. 2015 – Feb. 2016 Job rotation as newcomer training @ Serverworks
Apr. 2012 – Mar. 2015 Ph.D student in Fluid Mechanics
Takahisa Shiratori 白鳥 貴久
Serverworks Co., Ltd.

Weitere ähnliche Inhalte

Was ist angesagt?

[English][Test Girls] Zero to Hero: Start Test automation with Cypress
[English][Test Girls] Zero to Hero: Start Test automation with Cypress[English][Test Girls] Zero to Hero: Start Test automation with Cypress
[English][Test Girls] Zero to Hero: Start Test automation with CypressTest Girls
 
Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...
Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...
Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...Quentin Adam
 
Serverless framework와 CircleCI를 통한 NoOps 맛보기
Serverless framework와 CircleCI를 통한 NoOps 맛보기Serverless framework와 CircleCI를 통한 NoOps 맛보기
Serverless framework와 CircleCI를 통한 NoOps 맛보기Kyuhyun Byun
 
20170525 왕진영 AWS 분산딥러닝
20170525 왕진영 AWS 분산딥러닝20170525 왕진영 AWS 분산딥러닝
20170525 왕진영 AWS 분산딥러닝Sun Keun Choi
 
MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017
MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017
MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017Quentin Adam
 
Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...
Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...
Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...DataArt
 
Problems you’ll face in the Microservices World: Configuration, Authenticatio...
Problems you’ll face in the Microservices World: Configuration, Authenticatio...Problems you’ll face in the Microservices World: Configuration, Authenticatio...
Problems you’ll face in the Microservices World: Configuration, Authenticatio...Quentin Adam
 
Start Serverless with Golang!
Start Serverless with Golang!Start Serverless with Golang!
Start Serverless with Golang!Kyuhyun Byun
 
Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017
Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017
Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017Quentin Adam
 
HTCondor flocking between two clouds
HTCondor flocking between two cloudsHTCondor flocking between two clouds
HTCondor flocking between two cloudsGuy Tel-Zur
 
CLI utility in ClojureScript running on Node.js
CLI utility in ClojureScript running on Node.jsCLI utility in ClojureScript running on Node.js
CLI utility in ClojureScript running on Node.jsKarolis Labrencis
 
Going serverless with Azure
Going serverless with AzureGoing serverless with Azure
Going serverless with AzureBujdea Bogdan
 
Why you'll love Windows Azure SDK 2.0
Why you'll love Windows Azure SDK 2.0Why you'll love Windows Azure SDK 2.0
Why you'll love Windows Azure SDK 2.0paulbouwer
 
Cayla and Vert.x in Ceylon, by Gavin King
Cayla and Vert.x in Ceylon, by Gavin KingCayla and Vert.x in Ceylon, by Gavin King
Cayla and Vert.x in Ceylon, by Gavin KingUnFroMage
 
Cypress e2e automation testing - day1 intor by: Hassan Hameed
Cypress e2e automation testing -  day1 intor by: Hassan HameedCypress e2e automation testing -  day1 intor by: Hassan Hameed
Cypress e2e automation testing - day1 intor by: Hassan HameedHassan Muhammad
 
How Ansible Tower and Prometheus can help automate continuous deployments
How Ansible Tower and Prometheus can help automate continuous deployments How Ansible Tower and Prometheus can help automate continuous deployments
How Ansible Tower and Prometheus can help automate continuous deployments Roger Tanner
 
SCCM ConfigMgr Intune Architecture Decision Maker
SCCM ConfigMgr Intune Architecture Decision MakerSCCM ConfigMgr Intune Architecture Decision Maker
SCCM ConfigMgr Intune Architecture Decision MakerAnoop Nair
 

Was ist angesagt? (20)

[English][Test Girls] Zero to Hero: Start Test automation with Cypress
[English][Test Girls] Zero to Hero: Start Test automation with Cypress[English][Test Girls] Zero to Hero: Start Test automation with Cypress
[English][Test Girls] Zero to Hero: Start Test automation with Cypress
 
Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...
Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...
Build a reverse proxy for modern immutable infrastructure - Sozu - Devops D D...
 
Serverless framework와 CircleCI를 통한 NoOps 맛보기
Serverless framework와 CircleCI를 통한 NoOps 맛보기Serverless framework와 CircleCI를 통한 NoOps 맛보기
Serverless framework와 CircleCI를 통한 NoOps 맛보기
 
20170525 왕진영 AWS 분산딥러닝
20170525 왕진영 AWS 분산딥러닝20170525 왕진영 AWS 분산딥러닝
20170525 왕진영 AWS 분산딥러닝
 
Cypress Automation
Cypress  AutomationCypress  Automation
Cypress Automation
 
MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017
MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017
MONITORING THE UNKNOWN, 1000*100 SERIES A DAY - DEVOXX MOROCCO 2017
 
Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...
Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...
Дмитрий Иванов «Мое первое приложение в облаках или почему стоит использовать...
 
Problems you’ll face in the Microservices World: Configuration, Authenticatio...
Problems you’ll face in the Microservices World: Configuration, Authenticatio...Problems you’ll face in the Microservices World: Configuration, Authenticatio...
Problems you’ll face in the Microservices World: Configuration, Authenticatio...
 
Start Serverless with Golang!
Start Serverless with Golang!Start Serverless with Golang!
Start Serverless with Golang!
 
SQL_HA_DR_Azure
SQL_HA_DR_AzureSQL_HA_DR_Azure
SQL_HA_DR_Azure
 
Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017
Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017
Monitoring the unknown, 1000*100 series a day - Big Data Vilnius 2017
 
HTCondor flocking between two clouds
HTCondor flocking between two cloudsHTCondor flocking between two clouds
HTCondor flocking between two clouds
 
CLI utility in ClojureScript running on Node.js
CLI utility in ClojureScript running on Node.jsCLI utility in ClojureScript running on Node.js
CLI utility in ClojureScript running on Node.js
 
Going serverless with Azure
Going serverless with AzureGoing serverless with Azure
Going serverless with Azure
 
Why you'll love Windows Azure SDK 2.0
Why you'll love Windows Azure SDK 2.0Why you'll love Windows Azure SDK 2.0
Why you'll love Windows Azure SDK 2.0
 
Cayla and Vert.x in Ceylon, by Gavin King
Cayla and Vert.x in Ceylon, by Gavin KingCayla and Vert.x in Ceylon, by Gavin King
Cayla and Vert.x in Ceylon, by Gavin King
 
Cypress e2e automation testing - day1 intor by: Hassan Hameed
Cypress e2e automation testing -  day1 intor by: Hassan HameedCypress e2e automation testing -  day1 intor by: Hassan Hameed
Cypress e2e automation testing - day1 intor by: Hassan Hameed
 
How Ansible Tower and Prometheus can help automate continuous deployments
How Ansible Tower and Prometheus can help automate continuous deployments How Ansible Tower and Prometheus can help automate continuous deployments
How Ansible Tower and Prometheus can help automate continuous deployments
 
OpenShift on IBM Cloud BMS
OpenShift on IBM Cloud BMSOpenShift on IBM Cloud BMS
OpenShift on IBM Cloud BMS
 
SCCM ConfigMgr Intune Architecture Decision Maker
SCCM ConfigMgr Intune Architecture Decision MakerSCCM ConfigMgr Intune Architecture Decision Maker
SCCM ConfigMgr Intune Architecture Decision Maker
 

Andere mochten auch

Simulation and validation of turbulent gas flow in a cyclone using Caelus
Simulation and validation of turbulent gas flow in a cyclone using CaelusSimulation and validation of turbulent gas flow in a cyclone using Caelus
Simulation and validation of turbulent gas flow in a cyclone using CaelusApplied CCM Pty Ltd
 
Computational fluid dynamics in water waste treatment plants
 Computational fluid dynamics in water waste treatment plants Computational fluid dynamics in water waste treatment plants
Computational fluid dynamics in water waste treatment plantscm_teixeira
 
Applications of CFD in Chemical Engineering
Applications of CFD in Chemical EngineeringApplications of CFD in Chemical Engineering
Applications of CFD in Chemical EngineeringiMentor Education
 
Constructed wetland management
Constructed wetland managementConstructed wetland management
Constructed wetland managementRishabh Rathor
 
fluent tutorial guide (Ansys)
fluent tutorial guide (Ansys)fluent tutorial guide (Ansys)
fluent tutorial guide (Ansys)A.S.M. Abdul Hye
 
ANSYS Fluent - CFD Final year thesis
ANSYS Fluent - CFD Final year thesisANSYS Fluent - CFD Final year thesis
ANSYS Fluent - CFD Final year thesisDibyajyoti Laha
 

Andere mochten auch (9)

AWS Premier Night #1
AWS Premier Night #1AWS Premier Night #1
AWS Premier Night #1
 
Simulation and validation of turbulent gas flow in a cyclone using Caelus
Simulation and validation of turbulent gas flow in a cyclone using CaelusSimulation and validation of turbulent gas flow in a cyclone using Caelus
Simulation and validation of turbulent gas flow in a cyclone using Caelus
 
ConWet-Seminar-Ho-Final
ConWet-Seminar-Ho-FinalConWet-Seminar-Ho-Final
ConWet-Seminar-Ho-Final
 
Computational fluid dynamics in water waste treatment plants
 Computational fluid dynamics in water waste treatment plants Computational fluid dynamics in water waste treatment plants
Computational fluid dynamics in water waste treatment plants
 
Applications of CFD in Chemical Engineering
Applications of CFD in Chemical EngineeringApplications of CFD in Chemical Engineering
Applications of CFD in Chemical Engineering
 
Constructed wetland management
Constructed wetland managementConstructed wetland management
Constructed wetland management
 
fluent tutorial guide (Ansys)
fluent tutorial guide (Ansys)fluent tutorial guide (Ansys)
fluent tutorial guide (Ansys)
 
CFD & ANSYS FLUENT
CFD & ANSYS FLUENTCFD & ANSYS FLUENT
CFD & ANSYS FLUENT
 
ANSYS Fluent - CFD Final year thesis
ANSYS Fluent - CFD Final year thesisANSYS Fluent - CFD Final year thesis
ANSYS Fluent - CFD Final year thesis
 

Ähnlich wie Easy way to begin Computational Fluid Dynamics on Cloud

Simpler, faster, cheaper Enterprise Apps using only Spring Boot on GCP
Simpler, faster, cheaper Enterprise Apps using only Spring Boot on GCPSimpler, faster, cheaper Enterprise Apps using only Spring Boot on GCP
Simpler, faster, cheaper Enterprise Apps using only Spring Boot on GCPDaniel Zivkovic
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
AutoScaling and Drupal
AutoScaling and DrupalAutoScaling and Drupal
AutoScaling and DrupalPromet Source
 
Cloud Run - the rise of serverless and containerization
Cloud Run - the rise of serverless and containerizationCloud Run - the rise of serverless and containerization
Cloud Run - the rise of serverless and containerizationMárton Kodok
 
Running in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure projectRunning in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure projectMaarten Balliauw
 
Running in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure projectRunning in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure projectMaarten Balliauw
 
Cloud adoption fails - 5 ways deployments go wrong and 5 solutions
Cloud adoption fails - 5 ways deployments go wrong and 5 solutionsCloud adoption fails - 5 ways deployments go wrong and 5 solutions
Cloud adoption fails - 5 ways deployments go wrong and 5 solutionsYevgeniy Brikman
 
Serverless in Production, an experience report (AWS UG South Wales)
Serverless in Production, an experience report (AWS UG South Wales)Serverless in Production, an experience report (AWS UG South Wales)
Serverless in Production, an experience report (AWS UG South Wales)Yan Cui
 
AWS Cost Control
AWS Cost ControlAWS Cost Control
AWS Cost ControlBob Brown
 
Serverless in production, an experience report (FullStack 2018)
Serverless in production, an experience report (FullStack 2018)Serverless in production, an experience report (FullStack 2018)
Serverless in production, an experience report (FullStack 2018)Yan Cui
 
Serverless in production, an experience report
Serverless in production, an experience reportServerless in production, an experience report
Serverless in production, an experience reportYan Cui
 
Automated Deployment using Open Source
Automated Deployment using Open SourceAutomated Deployment using Open Source
Automated Deployment using Open Sourceduskglow
 
Cloud-powered Continuous Integration and Deployment architectures - Jinesh Varia
Cloud-powered Continuous Integration and Deployment architectures - Jinesh VariaCloud-powered Continuous Integration and Deployment architectures - Jinesh Varia
Cloud-powered Continuous Integration and Deployment architectures - Jinesh VariaAmazon Web Services
 
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR HadoopCrunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR HadoopAdrian Cockcroft
 
Serverless in production, an experience report (CoDe-Conf)
Serverless in production, an experience report (CoDe-Conf)Serverless in production, an experience report (CoDe-Conf)
Serverless in production, an experience report (CoDe-Conf)Yan Cui
 
AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW
AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW
AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW Kel
 
How Adobe uses Structured Streaming at Scale
How Adobe uses Structured Streaming at ScaleHow Adobe uses Structured Streaming at Scale
How Adobe uses Structured Streaming at ScaleDatabricks
 
WordPress + Amazon Web Services Hands-on WARSAW
WordPress + Amazon Web Services Hands-on WARSAWWordPress + Amazon Web Services Hands-on WARSAW
WordPress + Amazon Web Services Hands-on WARSAWMatt Pilarski
 
Cloud-Aided Yocto Build Speedup
Cloud-Aided Yocto Build SpeedupCloud-Aided Yocto Build Speedup
Cloud-Aided Yocto Build SpeedupToradex
 
DevOps Tooling - Pop-up Loft TLV 2017
DevOps Tooling - Pop-up Loft TLV 2017DevOps Tooling - Pop-up Loft TLV 2017
DevOps Tooling - Pop-up Loft TLV 2017Amazon Web Services
 

Ähnlich wie Easy way to begin Computational Fluid Dynamics on Cloud (20)

Simpler, faster, cheaper Enterprise Apps using only Spring Boot on GCP
Simpler, faster, cheaper Enterprise Apps using only Spring Boot on GCPSimpler, faster, cheaper Enterprise Apps using only Spring Boot on GCP
Simpler, faster, cheaper Enterprise Apps using only Spring Boot on GCP
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
AutoScaling and Drupal
AutoScaling and DrupalAutoScaling and Drupal
AutoScaling and Drupal
 
Cloud Run - the rise of serverless and containerization
Cloud Run - the rise of serverless and containerizationCloud Run - the rise of serverless and containerization
Cloud Run - the rise of serverless and containerization
 
Running in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure projectRunning in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure project
 
Running in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure projectRunning in the Cloud - First Belgian Azure project
Running in the Cloud - First Belgian Azure project
 
Cloud adoption fails - 5 ways deployments go wrong and 5 solutions
Cloud adoption fails - 5 ways deployments go wrong and 5 solutionsCloud adoption fails - 5 ways deployments go wrong and 5 solutions
Cloud adoption fails - 5 ways deployments go wrong and 5 solutions
 
Serverless in Production, an experience report (AWS UG South Wales)
Serverless in Production, an experience report (AWS UG South Wales)Serverless in Production, an experience report (AWS UG South Wales)
Serverless in Production, an experience report (AWS UG South Wales)
 
AWS Cost Control
AWS Cost ControlAWS Cost Control
AWS Cost Control
 
Serverless in production, an experience report (FullStack 2018)
Serverless in production, an experience report (FullStack 2018)Serverless in production, an experience report (FullStack 2018)
Serverless in production, an experience report (FullStack 2018)
 
Serverless in production, an experience report
Serverless in production, an experience reportServerless in production, an experience report
Serverless in production, an experience report
 
Automated Deployment using Open Source
Automated Deployment using Open SourceAutomated Deployment using Open Source
Automated Deployment using Open Source
 
Cloud-powered Continuous Integration and Deployment architectures - Jinesh Varia
Cloud-powered Continuous Integration and Deployment architectures - Jinesh VariaCloud-powered Continuous Integration and Deployment architectures - Jinesh Varia
Cloud-powered Continuous Integration and Deployment architectures - Jinesh Varia
 
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR HadoopCrunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
Crunch Your Data in the Cloud with Elastic Map Reduce - Amazon EMR Hadoop
 
Serverless in production, an experience report (CoDe-Conf)
Serverless in production, an experience report (CoDe-Conf)Serverless in production, an experience report (CoDe-Conf)
Serverless in production, an experience report (CoDe-Conf)
 
AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW
AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW
AMIMOTO: WordPress + Amazon Web Services Hands-on WARSAW
 
How Adobe uses Structured Streaming at Scale
How Adobe uses Structured Streaming at ScaleHow Adobe uses Structured Streaming at Scale
How Adobe uses Structured Streaming at Scale
 
WordPress + Amazon Web Services Hands-on WARSAW
WordPress + Amazon Web Services Hands-on WARSAWWordPress + Amazon Web Services Hands-on WARSAW
WordPress + Amazon Web Services Hands-on WARSAW
 
Cloud-Aided Yocto Build Speedup
Cloud-Aided Yocto Build SpeedupCloud-Aided Yocto Build Speedup
Cloud-Aided Yocto Build Speedup
 
DevOps Tooling - Pop-up Loft TLV 2017
DevOps Tooling - Pop-up Loft TLV 2017DevOps Tooling - Pop-up Loft TLV 2017
DevOps Tooling - Pop-up Loft TLV 2017
 

Kürzlich hochgeladen

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...SUHANI PANDEY
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfankushspencer015
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)simmis5
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptMsecMca
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfRagavanV2
 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...Call Girls in Nagpur High Profile
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...roncy bisnoi
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueBhangaleSonal
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdfKamal Acharya
 

Kürzlich hochgeladen (20)

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdf
 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
 

Easy way to begin Computational Fluid Dynamics on Cloud