Transcript Applied CyberInfrastructure Concepts ISTA 420/520

Applied CyberInfrastructure Concepts
ISTA 420/520 Fall 2014
Will Computers Crash Genomics? Science Vol 331 Feb 2011
Nirav Merchant ([email protected])
Bio Computing & iPlant Collaborative
Eric Lyons ([email protected])
Plant Sciences & iPlant Collaborative
University of Arizona
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http://goo.gl/p4j3m
or https://sites.google.com/site/appliedciconcepts/
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Topic Coverage
• Building your tool chest for:
– Development Environment
– Test Environment
– Deployment Environment
• Why do you need different Environments ?
• Virtualization, Containers and Virtual Env
• Preparing VM for Thu. hands on.
Simple Formula
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The Reality
PERL Python
Java Ruby
Fortran C C# C++
R Matlab
etc.
and lots of glue…..
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Amazon
Azure
Rackspace
Campus HPC
XSEDE
Etc.
Simple Formula
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Too many environments ?
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What is “dependency hell” ?
Why create these environments ?
The laptop syndrome
Reproducibility challenges
Making things “cloudy”
Arrival of “As a Service” models
Cyberinfrastructure
SaaS: Software as a Service
(e.g. Clustering/Assembly is a service)
PaaS: Platform as a Service
IaaS plus core software capabilities on which you build SaaS
(e.g. Hadoop/MapReduce is a Platform)
IaaS: Infrastructure as a Service
(get computer time with a credit card and with a Web interface like EC2)
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http://salsahpc.indiana.edu
Pain
Flexibility
Productivity
Is “Research as a Service”
Your new best friend
(for this course)
Virtualization
(in all layers of our cake !)
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These slides are a subset from
Carl Waldspurger (Vmware R&D)
Introduction to Virtual Machines
To learn more about virtualization visit:
http://labs.vmware.com/academic/introduction-to-virtualization
Overview
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Virtualization and VMs
Processor Virtualization
Memory Virtualization
I/O Virtualization
Network Virtualization
How does Virtualization relate to cloud ?
Types of Virtualization
 Process Virtualization
– Language-level Java, .NET, Smalltalk
– OS-level processes, Solaris Zones, BSD Jails, Virtuozzo
– Cross-ISA emulation Apple 68K-PPC-x86, Digital FX!32
 Device Virtualization
– Logical vs. physical VLAN, VPN, NPIV, LUN, RAID
 System Virtualization
– “Hosted” Virtual Box, VMware Workstation, Microsoft
VPC, Parallels
– “Bare metal” VMware ESX, Xen, KVM, Microsoft
Hyper-V
Starting Point: A Physical Machine
• Physical Hardware
– Processors, memory,
chipset, I/O devices,
etc.
– Resources often
grossly underutilized
• Software
– Tightly coupled to
physical hardware
– Single active OS
instance
– OS controls hardware
What is a Virtual Machine?
• Software Abstraction
– Behaves like hardware
– Encapsulates all OS and
application state
• Virtualization Layer
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Extra level of indirection
Decouples hardware, OS
Enforces isolation
Multiplexes physical
hardware across VMs
• Host OS and Guest OS
Virtualization Properties
 Isolation
– Fault isolation
– Performance isolation
 Encapsulation
– Cleanly capture all VM state
– Enables VM snapshots, clones
 Portability
– Independent of physical hardware
– Enables migration of live, running VMs
 Interposition
– Transformations on instructions, memory, I/O
– Enables transparent resource overcommitment,
encryption, compression, replication …
What is a Virtual Machine Monitor (VMM)?
 Classic Definition (Popek and Goldberg ’74)
 VMM Properties
– Fidelity
– Performance
– Safety and Isolation
Note: VMM = Hypervisor
Classic Virtualization and Applications
• Classical VMM
– IBM mainframes:
IBM S/360, IBM VM/370
– Co-designed proprietary
hardware, OS, VMM
– “Trap and emulate”
model
From IBM VM/370 product announcement, ca. 1972
• Applications
– Timeshare several
single-user OS instances
on expensive hardware
– Compatibility
Modern Virtualization Renaissance
 Recent Proliferation of VMs
– Considered exotic mainframe technology in 90s
– Now pervasive in datacenters and clouds
– Huge commercial success
 Why?
– Introduction on commodity x86 hardware
– Ability to “do more with less” saves $$$
– Innovative new capabilities
– Extremely versatile technology
Modern Virtualization Applications
 Server Consolidation
– Convert underutilized servers to VMs
– Significant cost savings (equipment, space, power)
– Increasingly used for virtual desktops
 Simplified Management
– Datacenter provisioning and monitoring
– Dynamic load balancing
 Improved Availability
– Automatic restart
– Fault tolerance
– Disaster recovery
 Test and Development
Improve the software lifecycle
 Develop, debug, deploy and maintain applications
in virtual machines
 Power tool for software developers
– record/replay application execution deterministically
– trace application behavior online and offline
– model distributed hardware for multi-tier applications
 Application and OS flexibility
– run any application or operating system
 Virtual appliances
– a complete, portable application execution
environment
Increase application availability
 Fast, automated recovery
– automated failover/restart within a cluster
– disaster recovery across sites
– VM portability enables this to work reliably across
potentially different hardware configurations
 Fault tolerance
– hypervisor-based fault tolerance against hardware
failures [Bressoud and Schneider, SOSP 1995]
– run two identical VMs on two different machines,
backup VM takes over if primary VM’s hardware
crashes
– commercial prototypes beginning to emerge (2008)
Clouds and VM
 Frist step to learning about cloud is
Virtualization
 Taking VM from your desktop to cloud is our
goal (which will not be easy, but we will make it
happen)
 Scaling and why it matters to have many VM ?
 Connecting VM’s and what is a appliance ?
 Discussion on VM <-> Cloud
 Containers (Docker and others in next class)!
Virtual Box
 We will use https://virtualbox.org (Sun now Oracle)
ver 4.2.16 (current as of today)
 Guest OS will be CentOS 6.3
http://virtualboxes.org/images/centos/
(Number 13 on the list on this page)
 Use manual to install this on your laptop and learn
about Virtual Box (end user docs)
https://www.virtualbox.org/manual/UserManual.h
tml
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Virtual Box (next class)
 You should have it running with the the centos
6.3 image for next class (and have logged in)
 We will learn about basic linux system admin
tasks/duties, machine performance etc. for
getting started
 http://library.linode.com/using-linux/administration-basic
 http://www.linuxtraining.co.uk/download/new_linux_course_m
odules.pdf (main text for next few sessions)
 Use Snapshots to save states
 Working with VM Appliances and exchanging
images.
Starting to build VM from scratch
 Before coming to class on Thu.
 Download the current Ubuntu desktop ISO
(ver. 14.04.1 LTS and get 64 bit version)
 http://www.ubuntu.com/download/desktop
 This is a large file so make sure you do it
BEFORE you come to class