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StarCluster - NumPy/SciPy Computing on Amazon's Elastic Compute ...
Where can I learn more? Justin Riley. Massachusetts Institute of Technology. StarCluster - NumPy/SciPy Computing on Amaz
Outline
Introduction
Amazon EC2 Basics
StarCluster Overview
Conclusions
StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2) Justin Riley Software Tools for Academics and Researchers Office of Educational Innovation and Technology Massachusetts Institute of Technology
STAR Group Motivation behind StarCluster 2 Amazon EC2 Basics 3 StarCluster Overview Features Configuration Quick Demo Customizing StarCluster Using Elastic Block Storage Creating Plugins 4 Conclusions Future Work Where can I learn more? Justin Riley StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2)
Massachusetts Institute of Technology
Outline
Introduction
Amazon EC2 Basics
StarCluster Overview
Conclusions
Outline 1 Introduction
STAR Group Motivation behind StarCluster 2 Amazon EC2 Basics 3 StarCluster Overview Features Configuration Quick Demo Customizing StarCluster Using Elastic Block Storage Creating Plugins 4 Conclusions Future Work Where can I learn more? Justin Riley StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2)
Massachusetts Institute of Technology
Outline
Introduction
Amazon EC2 Basics
StarCluster Overview
Conclusions
STAR Group
Software Tools for Academics and Researchers
1
Work with faculty at MIT to develop software for classroom/research
Motivations for StarCluster. . . Cluster Configuration is Hard
Cluster Configuration
Obtaining access to hardware can be a challenge Configuring and maintaing cluster configurations is hard Traditional resources = administrative overhead Justin Riley StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2)
STAR Group Motivation behind StarCluster 2 Amazon EC2 Basics 3 StarCluster Overview Features Configuration Quick Demo Customizing StarCluster Using Elastic Block Storage Creating Plugins 4 Conclusions Future Work Where can I learn more? Justin Riley StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2)
Massachusetts Institute of Technology
Outline
Introduction
Amazon EC2 Basics
StarCluster Overview
Conclusions
Elastic Compute Cloud Overview
Infrastructure as a Service (IaaS) Cloud Computing Model
Infrastructure as a Service (IaaS) Cloud Computing Model Request up to 20 virtual machines by default Full root access via SSH Only pay for what you use
Analagous to a ”Virtual USB pendrive” Size can be anywhere from 1GB-1TB per volume Supports snapshotting volumes to create backups Ability to create new volumes based on snapshots
AWS In Education http://aws.amazon.com/education/ Teaching Grants for educators using AWS in courses Research Grants for academic researchers using AWS in their work
AWS In Education http://aws.amazon.com/education/ Teaching Grants for educators using AWS in courses Research Grants for academic researchers using AWS in their work Project Grants for student organizations pursuing entrepreneurial endeavors
STAR Group Motivation behind StarCluster 2 Amazon EC2 Basics 3 StarCluster Overview Features Configuration Quick Demo Customizing StarCluster Using Elastic Block Storage Creating Plugins 4 Conclusions Future Work Where can I learn more? Justin Riley StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2)
Massachusetts Institute of Technology
Outline
Introduction
Amazon EC2 Basics
StarCluster Overview
Conclusions
Features
About StarCluster allows anyone to create their own scientific computing cluster on Amazon’s Elastic Compute Cloud (EC2)
Dependencies: Registered and fully configured EC2 account
Simple configuration file for defining cluster settings Single ”start” command to create a cluster ”stop” command to terminate a cluster and stop paying for it
Simple configuration file for defining cluster settings Single ”start” command to create a cluster ”stop” command to terminate a cluster and stop paying for it Automatic configuration of:
Simple configuration file for defining cluster settings Single ”start” command to create a cluster ”stop” command to terminate a cluster and stop paying for it Automatic configuration of: Network File System (/home and all EBS volumes)
Simple configuration file for defining cluster settings Single ”start” command to create a cluster ”stop” command to terminate a cluster and stop paying for it Automatic configuration of: Network File System (/home and all EBS volumes) Sun Grid Engine
Simple configuration file for defining cluster settings Single ”start” command to create a cluster ”stop” command to terminate a cluster and stop paying for it Automatic configuration of: Network File System (/home and all EBS volumes) Sun Grid Engine Passwordless-ssh
Simple configuration file for defining cluster settings Single ”start” command to create a cluster ”stop” command to terminate a cluster and stop paying for it Automatic configuration of: Network File System (/home and all EBS volumes) Sun Grid Engine Passwordless-ssh OpenMPI, etc
How do I install my own software? Launch a single instance using either 32/64bit StarCluster AMI Login via ssh and install software Use starcluster’s ”createimage” command to create a new custom AMI
How do I install my own software? Launch a single instance using either 32/64bit StarCluster AMI Login via ssh and install software Use starcluster’s ”createimage” command to create a new custom AMI Specify your new AMI id in the StarCluster configuration file
Creating New EBS Volume with StarCluster How do we create new EBS volumes? 1
$ starcluster createvolume 20 us−east−1d
This command automatically handles: Launching a ”host” instance Attaching the volume to the instance Partitioning the entire volume into a single partition
Creating New EBS Volume with StarCluster How do we create new EBS volumes? 1
$ starcluster createvolume 20 us−east−1d
This command automatically handles: Launching a ”host” instance Attaching the volume to the instance Partitioning the entire volume into a single partition Formatting the volume with ext3 filesystem
Creating New EBS Volume with StarCluster How do we create new EBS volumes? 1
$ starcluster createvolume 20 us−east−1d
This command automatically handles: Launching a ”host” instance Attaching the volume to the instance Partitioning the entire volume into a single partition Formatting the volume with ext3 filesystem Terminating the host instance
STAR Group Motivation behind StarCluster 2 Amazon EC2 Basics 3 StarCluster Overview Features Configuration Quick Demo Customizing StarCluster Using Elastic Block Storage Creating Plugins 4 Conclusions Future Work Where can I learn more? Justin Riley StarCluster - NumPy/SciPy Computing on Amazon’s Elastic Compute Cloud (EC2)
