SlideShare une entreprise Scribd logo
1  sur  39
Introduction to
Parallel Processing
 HPC in the Cloud
        Guy Tel-Zur
   A demo to my class, 2011
http://aws.amazon.com/console/
Sign In
EC2 Dashboard
EC2 AMI for scientific computing in
               Python and R

AMI ID: ami-84bd41ed




Source: http://www.r-bloggers.com/ec2-ami-for-scientific-computing-in-python-and-r/
Launching Instance
Connect using PuTTY
Install VNC server
from the following packages: * xtightvncviewer * xvnc4viewer
Add a user

As root:

useradd telzur
mkdir /home/telzur
chown –R telzur /home/telzur
su telzur
Passwordless ssh
ssh-keygen -t dsa
cd .ssh
cat ./id_dsa.pub >> authorized_keys2



Use a lightweight window manager such as icewm
Open ports 5800,5900-5901…
in the security group for VNC to work
Install a light window manager
apt-get install icewm
HPC Cluster
16 cores
EBS /dev/sdh  /vol
change made in /etc/fstab
Installations
•   yum install
•   gcc
•   gcc-c++
•   gcc-gfortran
•   Lapsck
•   Python-devel

• Need more repositories:
• rpm -Uvh http://download.fedora.redhat.com/pub/epel/5/x86_64/epel-
  release-5-4.noarch.rpm
• yum install atlas.x86_64 blas.x86_64 lapack.x86_64
• yum groupinstall XFCE (startxfce4)
• yum install glibc-devel.i386
Test MPI
Quality of Service ????
1:41 AM PDT We are currently investigating latency and error rates with EBS volumes and
connectivity issues reaching EC2 instances in the US-EAST-1 region.
2:18 AM PDT We can confirm connectivity errors impacting EC2 instances and increased
latencies impacting EBS volumes in multiple availability zones in the US-EAST-1 region.
Increased error rates are affecting EBS CreateVolume API calls. We continue to work
towards resolution.
2:49 AM PDT We are continuing to see connectivity errors impacting EC2 instances,
increased latencies impacting EBS volumes in multiple availability zones in the US-EAST-1
region, and increased error rates affecting EBS CreateVolume API calls. We are also
experiencing delayed launches for EBS backed EC2 instances in affected availability zones
in the US-EAST-1 region. We continue to work towards resolution.
3:20 AM PDT Delayed EC2 instance launches and EBS API error rates are recovering. We're
continuing to work towards full resolution.
4:09 AM PDT EBS volume latency and API errors have recovered in one of the two
impacted Availability Zones in US-EAST-1. We are continuing to work to resolve the issues
in the second impacted Availability Zone. The errors, which started at 12:55AM PDT, began
recovering at 2:55am PDT
5:02 AM PDT Latency has recovered for a portion of the impacted EBS volumes. We are
continuing to work to resolve the remaining issues with EBS volume latency and error rates
in a single Availability Zone.
6:09 AM PDT EBS API errors and volume latencies in the affected availability zone
remain. We are continuing to work towards resolution.
BBC
Source: http://ec2disabled.com/
(partial list)
                                  Who is affected by EC2?
Saving the computer as an AMI
2 X 16cores !
Add graphical WM (xfce4) using
remote desktop (VNC) – Open port
Price
$1.60/hour for this xlarge machine

$4,290 for 1 year
$6,590 for 3 years

This is the TCO !
vi /etc/ssh/sshd_config

Change: password authentication from no to yes


Rload sshd by /etc/init.d/sshd reload

Contenu connexe

Tendances

MEW22 22nd Machine Evaluation Workshop Microsoft
MEW22 22nd Machine Evaluation Workshop MicrosoftMEW22 22nd Machine Evaluation Workshop Microsoft
MEW22 22nd Machine Evaluation Workshop MicrosoftLee Stott
 
Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...
Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...
Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...Joseph Luchette
 
DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...
DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...
DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...NECST Lab @ Politecnico di Milano
 
High Performance Cloud Computing
High Performance Cloud ComputingHigh Performance Cloud Computing
High Performance Cloud ComputingDeepak Singh
 
Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017
Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017
Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017MLconf
 
C-SAW: A Framework for Graph Sampling and Random Walk on GPUs
C-SAW: A Framework for Graph Sampling and Random Walk on GPUsC-SAW: A Framework for Graph Sampling and Random Walk on GPUs
C-SAW: A Framework for Graph Sampling and Random Walk on GPUsPandey_G
 
Super COMPUTING Journal
Super COMPUTING JournalSuper COMPUTING Journal
Super COMPUTING JournalPandey_G
 
Flow-centric Computing - A Datacenter Architecture in the Post Moore Era
Flow-centric Computing - A Datacenter Architecture in the Post Moore EraFlow-centric Computing - A Datacenter Architecture in the Post Moore Era
Flow-centric Computing - A Datacenter Architecture in the Post Moore EraRyousei Takano
 
Intel optimized tensorflow, distributed deep learning
Intel optimized tensorflow, distributed deep learningIntel optimized tensorflow, distributed deep learning
Intel optimized tensorflow, distributed deep learninggeetachauhan
 
Virtualized high performance computing with mellanox fdr and ro ce
Virtualized high performance computing with mellanox fdr and ro ceVirtualized high performance computing with mellanox fdr and ro ce
Virtualized high performance computing with mellanox fdr and ro ceinside-BigData.com
 
From Rack scale computers to Warehouse scale computers
From Rack scale computers to Warehouse scale computersFrom Rack scale computers to Warehouse scale computers
From Rack scale computers to Warehouse scale computersRyousei Takano
 
Super-Computer Architecture
Super-Computer Architecture Super-Computer Architecture
Super-Computer Architecture Vivek Garg
 
Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...
Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...
Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...Indrajit Poddar
 
Tesla personal super computer
Tesla personal super computerTesla personal super computer
Tesla personal super computerPriya Manik
 

Tendances (20)

MEW22 22nd Machine Evaluation Workshop Microsoft
MEW22 22nd Machine Evaluation Workshop MicrosoftMEW22 22nd Machine Evaluation Workshop Microsoft
MEW22 22nd Machine Evaluation Workshop Microsoft
 
Super Computer
Super ComputerSuper Computer
Super Computer
 
Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...
Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...
Unlimited Virtual Computing Capacity using the Cloud for Automated Parameter ...
 
DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...
DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...
DEEP-mon: Dynamic and Energy Efficient Power monitoring for container-based i...
 
Federated HPC Clouds applied to Radiation Therapy
Federated HPC Clouds applied to Radiation TherapyFederated HPC Clouds applied to Radiation Therapy
Federated HPC Clouds applied to Radiation Therapy
 
High Performance Cloud Computing
High Performance Cloud ComputingHigh Performance Cloud Computing
High Performance Cloud Computing
 
Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017
Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017
Aran Khanna, Software Engineer, Amazon Web Services at MLconf ATL 2017
 
C-SAW: A Framework for Graph Sampling and Random Walk on GPUs
C-SAW: A Framework for Graph Sampling and Random Walk on GPUsC-SAW: A Framework for Graph Sampling and Random Walk on GPUs
C-SAW: A Framework for Graph Sampling and Random Walk on GPUs
 
Super COMPUTING Journal
Super COMPUTING JournalSuper COMPUTING Journal
Super COMPUTING Journal
 
Hadoop analytics provisioning based on a virtual infrastructure
Hadoop analytics provisioning based on a virtual infrastructureHadoop analytics provisioning based on a virtual infrastructure
Hadoop analytics provisioning based on a virtual infrastructure
 
Flow-centric Computing - A Datacenter Architecture in the Post Moore Era
Flow-centric Computing - A Datacenter Architecture in the Post Moore EraFlow-centric Computing - A Datacenter Architecture in the Post Moore Era
Flow-centric Computing - A Datacenter Architecture in the Post Moore Era
 
Agx 2
Agx 2Agx 2
Agx 2
 
Gx4
Gx4Gx4
Gx4
 
Intel optimized tensorflow, distributed deep learning
Intel optimized tensorflow, distributed deep learningIntel optimized tensorflow, distributed deep learning
Intel optimized tensorflow, distributed deep learning
 
Virtualized high performance computing with mellanox fdr and ro ce
Virtualized high performance computing with mellanox fdr and ro ceVirtualized high performance computing with mellanox fdr and ro ce
Virtualized high performance computing with mellanox fdr and ro ce
 
From Rack scale computers to Warehouse scale computers
From Rack scale computers to Warehouse scale computersFrom Rack scale computers to Warehouse scale computers
From Rack scale computers to Warehouse scale computers
 
Super-Computer Architecture
Super-Computer Architecture Super-Computer Architecture
Super-Computer Architecture
 
supercomputer
supercomputersupercomputer
supercomputer
 
Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...
Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...
Enabling Cognitive Workloads on the Cloud: GPUs with Mesos, Docker and Marath...
 
Tesla personal super computer
Tesla personal super computerTesla personal super computer
Tesla personal super computer
 

En vedette (7)

Online Lead Management - Dragan Varagić
Online Lead Management - Dragan VaragićOnline Lead Management - Dragan Varagić
Online Lead Management - Dragan Varagić
 
Rade Tricković - Oglasni potencijal web sajtova u Srbiji
Rade Tricković - Oglasni potencijal web sajtova u SrbijiRade Tricković - Oglasni potencijal web sajtova u Srbiji
Rade Tricković - Oglasni potencijal web sajtova u Srbiji
 
David finkelhor
David finkelhorDavid finkelhor
David finkelhor
 
Ad Concepts
Ad ConceptsAd Concepts
Ad Concepts
 
CrossRef for the USPTO
CrossRef for the USPTOCrossRef for the USPTO
CrossRef for the USPTO
 
Smslides
SmslidesSmslides
Smslides
 
Funding data for research
Funding data for researchFunding data for research
Funding data for research
 

Similaire à HPC in the Cloud

Network Automation Tools
Network Automation ToolsNetwork Automation Tools
Network Automation ToolsEdwin Beekman
 
2016 - Easing Your Way Into Docker: Lessons From a Journey to Production
2016 - Easing Your Way Into Docker: Lessons From a Journey to Production2016 - Easing Your Way Into Docker: Lessons From a Journey to Production
2016 - Easing Your Way Into Docker: Lessons From a Journey to Productiondevopsdaysaustin
 
Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725miguel dominguez
 
Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725MortazaJohari
 
Infrastructure as code: running microservices on AWS using Docker, Terraform,...
Infrastructure as code: running microservices on AWS using Docker, Terraform,...Infrastructure as code: running microservices on AWS using Docker, Terraform,...
Infrastructure as code: running microservices on AWS using Docker, Terraform,...Yevgeniy Brikman
 
Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...
Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...
Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...Vietnam Open Infrastructure User Group
 
Docker Swarm secrets for creating great FIWARE platforms
Docker Swarm secrets for creating great FIWARE platformsDocker Swarm secrets for creating great FIWARE platforms
Docker Swarm secrets for creating great FIWARE platformsFederico Michele Facca
 
4 implementation
4 implementation4 implementation
4 implementationhanmya
 
Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018
Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018
Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018Amazon Web Services
 
Network performance test plan_v0.3
Network performance test plan_v0.3Network performance test plan_v0.3
Network performance test plan_v0.3David Pasek
 
Deep Dive into AWS Fargate - CON333 - re:Invent 2017
Deep Dive into AWS Fargate - CON333 - re:Invent 2017Deep Dive into AWS Fargate - CON333 - re:Invent 2017
Deep Dive into AWS Fargate - CON333 - re:Invent 2017Amazon Web Services
 
Kubernetes laravel and kubernetes
Kubernetes   laravel and kubernetesKubernetes   laravel and kubernetes
Kubernetes laravel and kubernetesWilliam Stewart
 
Scaleable PHP Applications in Kubernetes
Scaleable PHP Applications in KubernetesScaleable PHP Applications in Kubernetes
Scaleable PHP Applications in KubernetesRobert Lemke
 
Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft
Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft
Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft Akshata Sawant
 
Continuous Deployment at Spreaker
Continuous Deployment at SpreakerContinuous Deployment at Spreaker
Continuous Deployment at SpreakerMarco Pracucci
 
From dev to prod: Kubernetes on AWS (short ver.)
From dev to prod: Kubernetes on AWS (short ver.)From dev to prod: Kubernetes on AWS (short ver.)
From dev to prod: Kubernetes on AWS (short ver.)佑介 九岡
 

Similaire à HPC in the Cloud (20)

Terraform
TerraformTerraform
Terraform
 
Network Automation Tools
Network Automation ToolsNetwork Automation Tools
Network Automation Tools
 
2016 - Easing Your Way Into Docker: Lessons From a Journey to Production
2016 - Easing Your Way Into Docker: Lessons From a Journey to Production2016 - Easing Your Way Into Docker: Lessons From a Journey to Production
2016 - Easing Your Way Into Docker: Lessons From a Journey to Production
 
Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725
 
Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725Infrastructureascode slideshare-160331143725
Infrastructureascode slideshare-160331143725
 
Infrastructure as code: running microservices on AWS using Docker, Terraform,...
Infrastructure as code: running microservices on AWS using Docker, Terraform,...Infrastructure as code: running microservices on AWS using Docker, Terraform,...
Infrastructure as code: running microservices on AWS using Docker, Terraform,...
 
Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...
Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...
Meetup 23 - 01 - The things I wish I would have known before doing OpenStack ...
 
Docker Swarm secrets for creating great FIWARE platforms
Docker Swarm secrets for creating great FIWARE platformsDocker Swarm secrets for creating great FIWARE platforms
Docker Swarm secrets for creating great FIWARE platforms
 
4 implementation
4 implementation4 implementation
4 implementation
 
Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018
Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018
Kubernetes Networking in Amazon EKS (CON412) - AWS re:Invent 2018
 
Network performance test plan_v0.3
Network performance test plan_v0.3Network performance test plan_v0.3
Network performance test plan_v0.3
 
Deep Dive into AWS Fargate - CON333 - re:Invent 2017
Deep Dive into AWS Fargate - CON333 - re:Invent 2017Deep Dive into AWS Fargate - CON333 - re:Invent 2017
Deep Dive into AWS Fargate - CON333 - re:Invent 2017
 
LFCOLLAB15: Xen 4.5 and Beyond
LFCOLLAB15: Xen 4.5 and BeyondLFCOLLAB15: Xen 4.5 and Beyond
LFCOLLAB15: Xen 4.5 and Beyond
 
Kubernetes laravel and kubernetes
Kubernetes   laravel and kubernetesKubernetes   laravel and kubernetes
Kubernetes laravel and kubernetes
 
Scaleable PHP Applications in Kubernetes
Scaleable PHP Applications in KubernetesScaleable PHP Applications in Kubernetes
Scaleable PHP Applications in Kubernetes
 
Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft
Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft
Manchester MuleSoft Meetup #6 - Runtime Fabric with Mulesoft
 
Continuous Deployment at Spreaker
Continuous Deployment at SpreakerContinuous Deployment at Spreaker
Continuous Deployment at Spreaker
 
ECI OpenFlow 2.0 the Future of SDN
ECI OpenFlow 2.0 the Future of SDN ECI OpenFlow 2.0 the Future of SDN
ECI OpenFlow 2.0 the Future of SDN
 
Linux clustering solution
Linux clustering solutionLinux clustering solution
Linux clustering solution
 
From dev to prod: Kubernetes on AWS (short ver.)
From dev to prod: Kubernetes on AWS (short ver.)From dev to prod: Kubernetes on AWS (short ver.)
From dev to prod: Kubernetes on AWS (short ver.)
 

Plus de Guy Tel-Zur

OpenFOAM 2.4.0 installation on CentOS-7
OpenFOAM 2.4.0 installation on CentOS-7OpenFOAM 2.4.0 installation on CentOS-7
OpenFOAM 2.4.0 installation on CentOS-7Guy Tel-Zur
 
My early experience with Mirantis OpenStack 6.0
My early experience with Mirantis OpenStack 6.0My early experience with Mirantis OpenStack 6.0
My early experience with Mirantis OpenStack 6.0Guy Tel-Zur
 
HTCondor version 8.0 Windows Installation
HTCondor version 8.0 Windows InstallationHTCondor version 8.0 Windows Installation
HTCondor version 8.0 Windows InstallationGuy Tel-Zur
 
HTCondor flocking between two clouds
HTCondor flocking between two cloudsHTCondor flocking between two clouds
HTCondor flocking between two cloudsGuy Tel-Zur
 
Sc10 slide share
Sc10 slide shareSc10 slide share
Sc10 slide shareGuy Tel-Zur
 
How to install a personal condor
How to install a personal condorHow to install a personal condor
How to install a personal condorGuy Tel-Zur
 
From Grids To Clouds Guy Tel Zur May 2009
From Grids To Clouds Guy Tel Zur May 2009From Grids To Clouds Guy Tel Zur May 2009
From Grids To Clouds Guy Tel Zur May 2009Guy Tel-Zur
 
Grid Computing In Israel
Grid Computing  In IsraelGrid Computing  In Israel
Grid Computing In IsraelGuy Tel-Zur
 

Plus de Guy Tel-Zur (9)

OpenFOAM 2.4.0 installation on CentOS-7
OpenFOAM 2.4.0 installation on CentOS-7OpenFOAM 2.4.0 installation on CentOS-7
OpenFOAM 2.4.0 installation on CentOS-7
 
My early experience with Mirantis OpenStack 6.0
My early experience with Mirantis OpenStack 6.0My early experience with Mirantis OpenStack 6.0
My early experience with Mirantis OpenStack 6.0
 
SC13 Diary
SC13 DiarySC13 Diary
SC13 Diary
 
HTCondor version 8.0 Windows Installation
HTCondor version 8.0 Windows InstallationHTCondor version 8.0 Windows Installation
HTCondor version 8.0 Windows Installation
 
HTCondor flocking between two clouds
HTCondor flocking between two cloudsHTCondor flocking between two clouds
HTCondor flocking between two clouds
 
Sc10 slide share
Sc10 slide shareSc10 slide share
Sc10 slide share
 
How to install a personal condor
How to install a personal condorHow to install a personal condor
How to install a personal condor
 
From Grids To Clouds Guy Tel Zur May 2009
From Grids To Clouds Guy Tel Zur May 2009From Grids To Clouds Guy Tel Zur May 2009
From Grids To Clouds Guy Tel Zur May 2009
 
Grid Computing In Israel
Grid Computing  In IsraelGrid Computing  In Israel
Grid Computing In Israel
 

Dernier

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024The Digital Insurer
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 

Dernier (20)

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 

HPC in the Cloud

  • 1. Introduction to Parallel Processing HPC in the Cloud Guy Tel-Zur A demo to my class, 2011
  • 5. EC2 AMI for scientific computing in Python and R AMI ID: ami-84bd41ed Source: http://www.r-bloggers.com/ec2-ami-for-scientific-computing-in-python-and-r/
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 12.
  • 14.
  • 15. Install VNC server from the following packages: * xtightvncviewer * xvnc4viewer
  • 16. Add a user As root: useradd telzur mkdir /home/telzur chown –R telzur /home/telzur su telzur
  • 17. Passwordless ssh ssh-keygen -t dsa cd .ssh cat ./id_dsa.pub >> authorized_keys2 Use a lightweight window manager such as icewm
  • 18. Open ports 5800,5900-5901… in the security group for VNC to work
  • 19. Install a light window manager apt-get install icewm
  • 22. EBS /dev/sdh  /vol change made in /etc/fstab
  • 23. Installations • yum install • gcc • gcc-c++ • gcc-gfortran • Lapsck • Python-devel • Need more repositories: • rpm -Uvh http://download.fedora.redhat.com/pub/epel/5/x86_64/epel- release-5-4.noarch.rpm • yum install atlas.x86_64 blas.x86_64 lapack.x86_64 • yum groupinstall XFCE (startxfce4) • yum install glibc-devel.i386
  • 25.
  • 26. Quality of Service ???? 1:41 AM PDT We are currently investigating latency and error rates with EBS volumes and connectivity issues reaching EC2 instances in the US-EAST-1 region. 2:18 AM PDT We can confirm connectivity errors impacting EC2 instances and increased latencies impacting EBS volumes in multiple availability zones in the US-EAST-1 region. Increased error rates are affecting EBS CreateVolume API calls. We continue to work towards resolution. 2:49 AM PDT We are continuing to see connectivity errors impacting EC2 instances, increased latencies impacting EBS volumes in multiple availability zones in the US-EAST-1 region, and increased error rates affecting EBS CreateVolume API calls. We are also experiencing delayed launches for EBS backed EC2 instances in affected availability zones in the US-EAST-1 region. We continue to work towards resolution. 3:20 AM PDT Delayed EC2 instance launches and EBS API error rates are recovering. We're continuing to work towards full resolution. 4:09 AM PDT EBS volume latency and API errors have recovered in one of the two impacted Availability Zones in US-EAST-1. We are continuing to work to resolve the issues in the second impacted Availability Zone. The errors, which started at 12:55AM PDT, began recovering at 2:55am PDT 5:02 AM PDT Latency has recovered for a portion of the impacted EBS volumes. We are continuing to work to resolve the remaining issues with EBS volume latency and error rates in a single Availability Zone. 6:09 AM PDT EBS API errors and volume latencies in the affected availability zone remain. We are continuing to work towards resolution.
  • 27. BBC
  • 29.
  • 30.
  • 31.
  • 32. Saving the computer as an AMI
  • 33.
  • 34.
  • 36.
  • 37. Add graphical WM (xfce4) using remote desktop (VNC) – Open port
  • 38. Price $1.60/hour for this xlarge machine $4,290 for 1 year $6,590 for 3 years This is the TCO !
  • 39. vi /etc/ssh/sshd_config Change: password authentication from no to yes Rload sshd by /etc/init.d/sshd reload