Storage Resource Broker

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Storage Resource Broker
A solution for Managing Distributed Data in a Grid

• Bing Zhu
• San Diego Supercomputer Center
• Dec 10, 2002 Korea

SDSC/UCSD/NPACI
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San Diego Supercomputer Center

• San Diego Supercomputer Center (SDSC) was founded
  in 1985. It is a research unit of University of
  California at San Diego with a staff of over 400
  scientists, software developers and research
  support personnel.
• Working with researchers from 350 Institutions
  and 50 industrial partners, SDSC focuses on five
  program areas.
• Integrative Biosciences
• Data and Knowledge Systems (SRB, )
• Environmental Sciences
• High-end Computing and Communications
• Grid and Cluster Computing

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Pacific Rim Applications and Grid Middleware
Assembly
Participating Institutions in PRAGMA

• Australia Partnership for Advanced Computing
  and its many partners including Monash University
  and Sydney Visualization Lab
• Bioinformatics Institute of Singapore
• Computer Network Information Center, CAS
• Global Scientific Information and Computing
  Center, Tokyo Institute of Technology
• Grid Technology Research Center and Tsukuba
  Advanced Computing Center, National Institute of
  Advanced Industrial Science and Technology
• Korea Institute of Science and Technology
  Information
• National Center for High Performance Computing,
  National Science Council

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Participating Institutions in PRAGMA(cont.)

• Research Center for Ultra-High Voltage Electron
  Microscopy and the Cybermedia Center, Osaka
  University
• STAR TAP/StarLight initiative, supported by NSF
  and organized by the University of Illinois at
  Chicago, Northwestern University and Argonne
  National Laboratory
• Thai Social/Scientific Academic and Research
  Network (ThaiSARN-3), National Electronics and
  Computer Technology Center
• TransPAC initiative, supported by NSF at
  Indiana University
• Universitis Sains Malaysia
• UCSD SDSC, CalIT2, CRBS
• University of Hyderabad

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Topics

• Data Grids, Digital Libraries, Persistent
  Archives
• Case studies
• SRB Software Architecture
• SRB interface
• Authentication
• Logical Name Space
• File Replications
• Data Container
• Metadata

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Digital Libraries

• Provide services on the data collection
• Ingestion, loading of attribute values
• Extensibility, definition of new attributes
• Discovery, queries on attributes
• Browsing, hierarchical listing
• Presentation, formatting specified data models
• Communities
• Digital library
• Global Grid Forum, Databases and the Grid working
  group
• OMG, Common Warehouse Metamodel

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Data Grids

• Manage data in a distributed environment
• Logical name space, provide global identifier
• Data access, storage system abstraction
• Replication, disaster back up
• Uniform access, common API across file systems,
  archives, and databases
• Single sign-on, authenticate across
  administration domains
• Communities
• Global Grid Forum, data grids
• Discipline specific data management systems

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Persistent Archives

• Manage technology evolution
• Storage system abstraction, support data
  migration across storage systems
• Information repository abstraction, support
  catalog migration to new databases
• Logical name space, support global persistent
  identifier
• Communities
• Persistent archive community
• Global Grid Forum, Persistent archive working
  group

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SRB A Data Grid Solution

• Storage Resource Broker (SRB)
• Federated client-server system that integrates
  distributed heterogeneous resources using an
  uniform interface
• Provides a simple tool to integrate data and
  metadata handling attribute-based access
• Blends browsing and searching
• Developed at SDSC
• operational for 4 years
• brokering over 40 TeraBytes

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Case Study Hayden Planetarium
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Data involved in Hayden

• ISM Interstellar Medium Simulation
• run by Mordecai Mac Low of AMNH at NCSA
• 2.5 Terabytes sent from NCSA to SDSC.
• Data stored in SRB (HPSS, GPFS).
• Ionization
• Simulation run at AMNH
• 117 Gigabytes sent from AMNH to SDSC.
• Data stored in SRB.
• Star motion
• Simulation run at AMNH by Ryan Wyatt
• 38 Megabytes sent from AMNH to SDSC.
• Rendering Movies
• Intermediate Steps produced 7.5 Terabytes.
• Data stored in SRB (SDSC, CalTech)

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Case Study SRB in BIRN
BIRN Toolkit
Queries/Results
Applications
Data Management
Collaboration
Viewing/Visualization
Mediator
GridPort
Grid Management
Data Model
Database
Scheduler
Database
Data Grid
Computational Grid
NMI
MCAT
Globus
SRB
Data Access
HPSS
File System
Distributed Resources
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Using a Data Grid in Abstract
Data Grid

• User asks for data from the data grid

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Using a Data Grid - Details

• User asks for data

• Data request goes to SRB Server

• Server looks up data in catalog

• Catalog tells which SRB server has data

• 1st server asks 2nd for data

• The data is found and returned

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Using a Data Grid - Details
DB
MCAT
SRB
SRB
SRB
SRB
SRB
SRB

• Data Grid has arbitrary number of servers
• Complexity is hidden from users

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SDSC Storage Resource Meta-data Catalog
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SRB Interface
Application
Application
MCAT Core
SRB Master
SRB Agent
SRB Server
MCAT
Dublin Core
Eco Core
SRB Server
SRB Server
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Federated SRB Operation
Peer-to-peer Brokering
Read Application in Boston
Parallel Data Access
Logical Name Or Attribute Condition
1
6
5/6
SRB server
3
SRB server
4
SRB agent
5
SRB agent
Durham
2
San Diego
Server(s) Spawning
R2
R1
MCAT
1.Logical-to-Physical mapping 2. Identification
of Replicas 3.Access Audit Control
Data Access
R2
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SRB Concepts

• Abstraction of Data and Collections Virtual
  Data Organization
• Virtual Collections Persistent Identifier and
  Global Name Space
• Organization independent of physical location
• Virtual Data Management
• Replication Segmentation
• Data Aggregation Containers
• Seamless Cache Management and Data Placement
• Metadata Data Discovery semantic linking
• System Metadata - metadata needed to run a data
  grid
• User-defined Metadata Structural Descriptive
• Application, Schema-based, Domain-centric
• extensible and dynamic
• Attribute-based Access (path names become
  irrelevant)

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SRB Concepts (Continued)

• Abstraction of User Space Global User Space
• Single sign-on Seamless Authorization
• Certificates, (secure) passwords, tickets, group
  permissions, roles
• Abstraction of Methods
• APIs, Command Line, GUI Browsers, Web-Access
  (Portal,WSDL, CGI)
• Parallel Access with both Client and
  Server-driven strategies
• Fault-tolerant and Reliable data management
• Proxy and Remote Operations
• Abstraction of Resources - Resource
  Virtualisation
• Resource Location, Type Access transparency
• Logical Resource Definitions bundling

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SRB Features

• Resource Transparency - uniform access interface
• Location Transparency - logical naming in
  collections
• Cross-Domain Authentication - single account
  management
• Rich Access Control - Users, Groups, Resources
• User Transparency
• Uniform User Name Space
• Replicated Data
• fault tolerant
• Data Discovery
• User-defined Metadata
• Multiple Access Methods
• GUI, API, Command-line
• Supported on Heterogeneous
  Platforms
• Unix, Windows, Linux

SRB
DL
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Authentication Management

• GSI
• Encrypted Password
• GSS-API for Kerberos or DCE
• Collection-owned Data
• Collection ID installed at each storage system
• Users authenticate themselves to the SRB
• SRB authenticates to local server

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Virtual Hierarchical Collection Management
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Attributes

• SRB metadata
• Location, protocol
• Unix semantics
• Authorization, authentication
• Latency management
• Container aggregation
• Administrative
• Dublin core, provenance
• Annotations, comments
• Discipline specific attributes
• Collection
• User defined

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Logical File Name
One of the major functions of SRB is the
mapping between a logical file name and its
physical file. The mapped info of a logical
filename includes

• Location of name in collection hierarchy
• Physical file location host name and path
• Protocol for fetching local file
• Unix semantics for file manipulation
• Location in container
• Audit trail
• Access control list
• Locking status

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Digital Entities
Digital entities which can be registered into a
logical name space are

• Files/directories
• outside Files Directories (shadow links)
• URLs
• SQL commands
• Relational databases

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Data Access Control

• Access Control for Data Collections
• User level access control
• Domain level access control
• Group level access control
• Ticket based data access
• Multi-level Access
• Read, Annotate,Write, Curate, Own
• Audit Access

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Storage Resource Management

• Plug-and-play model
• Well-defined framework for developing a new
  driver for a new storage system
• Easy registration of a new resource into SRB
• Each physical resource has a logical name which
  is mapped to host name and resource type.
• Resource Access Control r/w permission for user,
  domain, or group

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Replica Management

• Files can be replicated into any valid physical
  storage resource registered in SRB.
• Each replica is managed by the same logical
  filename as the original one and a unique
  replication number. Each replica can have unique
  metadata.
• 1-to-many Replication A logical resource can
  contain several physical storage resources.
• Multiple replicas can be made to the same storage
  resource
• Many Modes of Replication
• Synchronous Replication
• Asynchronous Replication - Offline
• Out of Band Replication - outside SRB

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Containers

• Initially were designed for storing many small
  files in HPSS
• Physical Grouping of Objects
• Similar to tar but has significant differences
• Multiple Uses
• To take advantage of resource characteristics
• To aid access patterns
• Move data sets together
• Tie together logically different files
• Automatic Archiving/Caching
• Chaining of Containers
• Sharing of metadata
• Containers for Collections

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Metadata Management

• Metadata Insertion Through User Interfaces
• Bulk Metadata Insertion from XML files
• Template Based Metadata Extraction
• Metadata Search
• system data
• user-defined metadata
• File Content Search Key words are pre-extracted
  by a template and saved as user-defined metadata.

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Database Access Interface (DAI)

• Facility to access tabular data using SRB API
• View SQL queries as Locators (Path Names or URI)
• Apply open, close, read, write operations
• Provide for very general queries to specific
  queries
• any query on a database to soft queries to
  hard-coded queries
• Access Result Table as a Stream
• Provide Server-side operations to present results
• Forms, HTML, XML,
• Data Wetting, Charting, Visualization
• Multi-modal Ingestion
• SQL ingestion
• Packed Ingestion - useful in data movement and
  replication
• Directly ingest data marked by HTML, XML, ...

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Software SRB

• Federated Server Architecture
• Uniform Access Interface Thread-safe Client
• Programmatic API (C, C, Java, Perl-through-C,
  Python)
• GUI (Java for Unix, Windows Browser inQ NT,
  Me, 98, 2000 )
• Web Support (CGI-Scripts, Portals )
• Command Line Interface (Unix, DOS)
• Metadata Catalog (Oracle, DB2, Sybase, SQLServer)
• Handles transparencies, authentication, access
  control, replication, container support,
• User-defined Metadata
• Multi-Platform Support
• Unix, Linux, Windows, MacOSX (from Cray to
  Desktop)
• HPSS, ADSM, UniTree, , UnixFS, NTFS,, Oracle,
  DB2,

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SRB Software (continued)

• Command-line Executables (Sls, Sput, Sget,
  ,Schmod, Smeta, etc)
• available in UNIX, Linux, Windows
• for large amount data uploading
• can be used build other script-based application
  such as
• GridPortal
• InQ A SRB Windows Browser
• srbBrowser A Java browser using JNI in UNIX
• MySRB A Web Interface Browser
• Client Libraries
• libSrbClient.a in UNIX/Linux platform
• srbClient.dll for Windows
• srb.so the dynamic library with Python binding

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SRB Projects

• Digital Libraries
• UCB, Umich, UCSB, Stanford,CDL
• NSF NSDL - UCAR / DLESE
• NASA Information Power Grid
• Astronomy
• National Virtual Observatory
• 2MASS Project (2 Micron All Sky Survey)
• Particle Physics
• Particle Physics Data Grid (DOE)
• GriPhyN
• SLAC Synchrotron Data Repository
• Medicine
• Digital Embryo (NLM)
• Earth Systems Sciences
• ESIPS
• LTER
• Persistent Archives
• NARA
• LOC

Over 40 Tera Bytes in 6.6 million files
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SRB Scalability
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TeamSRB_at_SanDiego

• Reagan Moore
• Michael Wan
• Arcot Rajasekar
• George Kremenek
• Bing Zhu
• Sheau-Yen Chen
• Charles Cowart
• Arun Jagatheesan
• Lucas Gilbert
• Wayne Schroeder
• Roman Olsachnowsky (BIRN)
• Vicky Rowley (BIRN)

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Contacts

• For Additional Information
• Web http//www.npaci.edu/dice/srb
• Mail srb_at_sdsc.edu