1 / 30

OpenStack: The OpenSource Cloud’s Application in High Energy Physics

OpenStack: The OpenSource Cloud’s Application in High Energy Physics. That Title’s Overstated. OpenStack: The OpenSource Cloud’s Potential Application in Data Intensive Research. Not as Catchy. Caveats. I am not a storage or network engineer I am not a scientist.

mariek
Download Presentation

OpenStack: The OpenSource Cloud’s Application in High Energy Physics

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript


  1. OpenStack: The OpenSource Cloud’s Application in High Energy Physics

  2. That Title’s Overstated OpenStack: The OpenSource Cloud’s Potential Application in Data Intensive Research Not as Catchy...

  3. Caveats • I am not a storage or network engineer • I am not a scientist • despite illusions of grandeur. I am: • a Technical Product Manager. • Dashboard Developer • working for piston{cloud}computing • Pragmatic.

  4. What is openstack? • Founded by NASA and Rackspace • The open source cloud computing platform • Feature-rich and massively scalable • Powers cloud storage, compute, and networking • A world-wide open source collaboration

  5. APPS OpenStack as a Cloud OS Self-service Portals for users Connects to apps via APIs USERS ADMINS CLOUD OPERATING SYSTEM Creates Pools of Resources Automates The Network

  6. Benefits of OpenStack as a Common Platform • Easy to migrate data and applications across clouds Based on: • security policies • economics • research needs • No vendor lock-in • Common Layer of Data Exchange • Less exposed to security issues than public cloud, but still interoperable.

  7. 3 Major OpenStack Components • OpenStack Compute/Nova: provision and manage large networks of virtual machines • OpenStack Object Store/Swift: Create petabytes of reliable storage using standard servers • OpenStack Image Service/Glance: Catalog and manage large libraries of server images • + • Other components: Dashboard, Load Balancing, Authentication...

  8. 1. REST-based API 2. Horizontally and massively scalable 3. Hardware agnostic: supports a variety of standard commodity hardware. 4. Hypervisor Agnostic: support for Xen, Citrix XenServer, Microsoft Hyper-V, KVM, UML, LXC and ESX Compute/Nova Key Features

  9. HOST 1 HOST 2 HOST 3 HOST 4, ETC. VMs Hypervisor: Turns 1 server into many “virtual machines” (instances or VMs) (VMWare ESX, Citrix XEN Server, KVM, Etc.) • Hypervisors provide abstraction layer between apps and hardware (SERVERS) • OpenStack pools servers, you run operating systems and applications on VMs instead of physical computers

  10. Nova close up • nova-api daemon • endpoint for all OpenStack or EC2 API queries • nova-schedule process • takes a virtual machine instance request from the queue and determines which compute server host it should run on • a pluggable architecture allowing custom scheduling algorithm • nova-compute process • worker daemon that creates and terminates virtual machine instances

  11. We mentioned Commodity.How Commodity?

  12. DevOp borrowed the rest for other machines Commodity Hardware • Piston Silicon Mechanics • 2 Intel Xeon processors 5600 Series • 96GB of DDR3 RAM • 24TB of SATA storage • Redundant 1200W power supplies • 2U rackmount chassis • That’s what our clients get, we’re on: • 32GB, 16TB, 2 Intel Xeon E5645 processors

  13. Performance: 500 VM Spin Up • Assuming: • 500 copies of one 8GM image • Image warm on the nodes • 50 VMs/Server • Based on NASA’s experience in regular use, less than 30 seconds • Worst case: • Image is still in Glance • VM has to be copied via HTTP

  14. Image Service/Glance 1. Store & retrieve VM images 2. REST-based API 3. Compatible with all common image formats 4. Storage agnostic: Store images locally, or use OpenStack Object Storage, HTTP, or S3

  15. Storage/Swift Key Features 1. REST-based API 2. Data distributed evenly throughout system. 4. Scalable to multiple petabytes, billions of objects 3. Runs on commodity hardware 5. No central database required 6. Account/Container/Object structure (not file system, no nesting) plus Replication (N copies of accounts, containers, objects) 

  16. The Storage Story: Nova • Nova/Compute has it’s own storage • Block Storage or Nova-volume • an iSCSI solution • employs the use of Logical Volume Manager (LVM) for Linux • intended for read/write purposes (databases, log, etc.) • basically is an LVM/iSCSI implementation to mount block devices in VM.

  17. The Storage Story: Swift • Swift: Object Storage • Fully Distributed • Commodity Hardware (Linux/x86) • Data Protection in Software • Not a File System • Not SAN/NAS/DAS... or any attached storage • Optimized for Scale - Petabytes

  18. Swift in Production • Swift has been running in production at Rackspace for over a year with near 100% uptime. • Rackspace’s swift clusters store billions of objects and petabytes of data. • Internap, KT, SDSC, and HP are also running Swift in production

  19. Sharing the Research Common software platform making Federation possible, through a shared API. Swift OS or EC2 API Location A Location B Private Cloud Private Cloud To federate Swift across locations, you write a scheduler within OpenStack and drive it through the API.

  20. Swift Components Clients Proxy Servers Rings Account Servers Container Servers Object Servers

  21. Swift Components • Proxy Server • Tie together the Swift architecture • Request routing • Exposes the public API

  22. Swift Components • The Ring: Maps names to entities (accounts, containers, objects) on disk. • Stores data based on zones, devices, partitions, and replicas • Weights can be used to balance the distribution of partitions • Used by the Proxy Server for many background processes

  23. Swift Components... • Object Server: • Blob storage server • metadata kept in xattrs • data in binary format • Object location based on name & timestamp hash

  24. Swift & Large Object Storage • default 5GB limit on the size of an uploaded object • segmentation makes download size of a single object is virtually unlimited • segments large object are uploaded and a special manifest file is created • when downloaded, all segments are concatenated as a single object. • greater upload speed • possible parallel uploads of segments.

  25. But Wait, Swift... • Doesn’t load balance for often requested objects. • throw Varnish Cache or Squid Proxy in front of Swift • Has a “simple” ReSTful API • Wasn't intended for storing unknown data • Isn’t searchable • Is like Amazon’s S3

  26. Potential Solutions for Those Needing to Search Data • Or wait... • Swifts Blueprints Include Searchable MetaData • https://blueprints.launchpad.net/swift/+spec/future-searchable-metadata • Contribute to the greater community

  27. What’s Piston Doing Different? • Piston Enterprise OS: • A hardened cloud operating system built on OpenStack™ • Optimized for secure and easy operation of enterprise private clouds • Fully supports interoperability with other OpenStack™ powered public and private cloud solutions.

  28. {pentOS}TM features • {CloudKey}™ • Two-factor capable physical authentication • Minimizes security risk of administrative logins • Hands-free install in under 5 minutes • Null-Tier [Architecture]™ • Storage, compute and networking on every node • Massively scalable • Automated scaling

  29. {CloudKey}™ • Server<1> • Networking • Storage • Compute • Management • Server<N> • Networking • Storage • Compute • Management Highly available Virtual Storage Highly available Virtual Machines Highly available {pentOS}controllers Hands-Free OS Install and Configuration {pentOS}TMNull-Tier [Architecture]™ Top of Rack Switch …

  30. Contact • Neil Johnston • email: neil@pistoncloud.com • twitter: @neiljohnston • Or my co-authors: • Joshua McKenty • email: josh@pistoncloud.com • Christopher MacGown • email: chris@pistoncloud.com

More Related