january 2013 cdmi: an introduction. big data complexity volume speed “big data” refers to...
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Big Data
Complexity
VolumeSpeed
“Big Data” refers to datasets whose size is beyond the ability of
typical tools to capture, store, manage and analyze
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Trends Shaping the Big Data Market
Scale– 10’s PB of data, millions of users
– “Life time retention” of data
Object Access– Object = Data + Metadata
– APIs/Protocols to provide object access
Automatic Data Management– Object granular automated data mobility and management
Distributed Access– Multi-location repositories, data mobility, local view/access
Commonly used term to describe a data store deployment
Apt to describe a Big Data store, increasingly characterized by:– Object based access and APIs
– Multi-protocol support (NAS: NFS/CIFS/Object, SAN: FC/iSCSI)
– Automatic policy-driven management based on object metadata
– Provides services like billing, audit, security
– Globally federated clouds
Formal term: Data Storage as a Service (DaaS)
Cloud Storage
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What is CDMI?
Cloud Data Management Interface CDMI is a open standard for cloud storage
– Defines client-to-cloud and cloud-to-cloud interactions– Defines object semantics for content stored in the cloud
Filesystem Clients
CIFS/NFS
Cloud API Clients
CDMI APIClients
ExistingCloudAPIs
CDMIAPI
Notification, Workflow,
Audit,Billing,
AuthorizationCloud Federation and
Peering
CDMIAPI
Existing Cloud APIs
CDMI Notification Feeds, Accounting, Membership, etc...
SNIA CloudInteractions
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What does CDMI let you do?
CDMI allows clients to store and retrieve from the cloud– Named Objects (Accessed by name, similar to files)– Nameless Objects (Accessed by ID)– Queues (first-in-first-out structured storage)
CDMI allows clients to organize stored content– Containers (Groups of named objects, similar to directories)
CDMI allows clients to manage stored content– User Metadata (Structured metadata attached to objects)– Data System Metadata (Allows clients to request storage
characteristics)– Versions of objects
CDMI allows clients to discover content– Query and Notifications
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Why a standard?
End customers want it:– Customers want cross-cloud interoperability– Customers want to be able to avoid vendor lock-in, switch
cloud vendors and second-source cloud solutions
Application developers want it:– Developers don’t want to develop custom code to talk with
each vendor’s cloud– Developers want to leverage common libraries,
documentation, test tools, expertise, etc.
Cloud storage vendors want it:– Tired of inventing yet another new API that needs to be
documented, tested and maintained– Don’t want their API to be controlled and lead by vendors
Cloud service providers don’t want it (yet):– They like API lock-in, and feel they can adopt CDMI later.
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Who created CDMI?
And many more…
A Technical Working Group in SNIA comprising several major vendors in the Storage and Networking industry
Each of the major contributors have provided at least 20 pages of spec text
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What does CDMI look like?
CDMI is a wire protocol, like CIFS and NFS, that provides access to objects
CDMI is based on RESTful HTTP, and is designed to be a very simple protocol
CDMI uses JSON, the Web 2.0 data format, and can be directly accessed by any web browser
Basic CDMI functionality includes Create, Read, Update and Delete of objects
Advanced CDMI functionality includes notifications, query, snapshots, serialization, and compliance
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What does CDMI look like?
CDMI
GET /mycontainer/photos/eqd.jpg HTTP/1.1Host: cdmi.example.comDate: Mon, 26 Mar 2007 19:37:58 +0000Authorization: Basic cm9vdDpyb291
<Image Data>
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Opportunities for Partners!
Develop CDMI clients to make legacy applications CDMI aware
Develop CDMI protocol conformance and performance testing tools
Develop tools to migrate data from non-CDMI compliant clouds to CDMI compliant clouds
Develop utilities/services for cloud provides using CDMI data system metadata
Design applications using object metadata
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How to learn more?
CDMI specification:– http://snia.org/sites/default/files/CDMI%20v1.0.2.pdf
Participate in CDMI PlugFests:– http://www.snia.org/cloud/cloudplugfest
Use the opportunities to develop