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Transcript of Choosing a Computing Architecture Chapter 8. Architectural Requirements...
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Choosing a Computing Architecture
Chapter 8
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Architectural Requirements
Scalability Manageability Availability Extensibility
Flexibility Integration
User Business
Budget Technology
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Strategy for Architecture Definition
Obtain existing architecture plansObtain existing capacity plansDocument existing interfacesPrepare capacity planPrepare technical architectureDocument operating system requirementsDevelop recovery plansDevelop security and control plansCreate architectureCreate technical risk assessment
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Hardware Architecture
Involve all expertsNew technologyOld technologyNetworking
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Hardware Architectures
RobustAvailableReliableExtensibleScalableSupportableRecoverableParallel
VLM64-bitConnectiveOpen
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Hardware Architectures
SMPClusterMPPNUMAHybrids use SMP and MPP
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Evaluation Criteria
Determine the platform for your needs
SMP Clusters NUMA MPP
HighLow Scalability
Maturity Low
High
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Parallel Processing
Parallel daily operations
Shared resources - Memory - Disk - NothingLoosely or tightly
coupled
Database
Application
Hardware
Operating system
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Making the Right Choice
Requirements differ from operational systems
Benchmark - Available from vendors - Develop your own - Use realistic queriesScalability important
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SMP
Communication by shared memoryDisk controllers accessible to all CPUsProven technology
Shared memory
CPU CPU CPUCPU
Common bus
Shared disks
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SMP
Benefits: - High concurrency - Workload balancing - Moderate scalability - Easy administrationLimitations: - Memory (cluster for improvements) - Bandwidth
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NUMA
Loosely coupled shared memory
CPU CPU CPU CPU CPU CPU
Sharedmemory
Sharedmemory
Disk Disk
Nonuniformmemory access
Shared bus
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NUMABenefits: - Fully scalable, incremental additions to disk, CPU, and bandwidth - Performs better than MPP - Suited for Oracle serverLimitations: - The technology is new and less proven - You need new tools for easy system management - NUMA is more expensive than SMP
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Clusters
CPU CPU CPU
Sharedmemory
Node 1CPU CPU CPU
Sharedmemory
Node 2CPU CPU CPU
Sharedmemory
Node 3
Common high-speed busCommon high-speed bus
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Clusters Shared disk, loosely coupled Dedicated memory High-speed bus Shared resources SMP node Benefits:
- High availability - Single database concept, incremental growth Limitations:
- Scalability, internode synchronization needed - Operating system overhead
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MPP
CPU CPU CPU CPU
Memory Memory Memory Memory
Disk Disk Disk Disk
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MPP
A shared nothing architectureMany nodesFast accessExclusive memory on a nodeLow cost per nodeScalablenCUBE configuration
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MPP Benefits
Unlimited incremental growthVery scalableFast accessLow cost per nodeGood for DSS
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MPP Limitations
Rigid partitioningCache consistencyRestricted disk accessHigh memory cost per nodesHigh management burdenCareful data placement
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Windows NT
Architecture based on the client-server model Benefits: - Include built-in Web services - Scalability - Ease of management and control Limitations: - Not as secure - Cannot execute programs remotely - Lack linear scalability beyond four processors - Addressing space for applications is limited to two gigabytes
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Architectural Tiers
Tiered structures: - Modular - Logical separationDistributed structures: - Two-tier - Three-tier - Four-tier (and more)
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Middleware
Technologies for integration
Gateway
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Database Server Requirements
RobustAvailableReliableExtensibleScalableSupportableRecoverableParallel
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Parallelism
DatabaseQueryLoadIndexSortBackupRecovery
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Further Considerations
Optimization strategyPartitioning strategySummarization strategyIndexing techniquesHardware and software scalabilityAvailabilityAdministration
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Server Environments
Operationalservers
Warehouseservers
Data martservers
•Open DBMS•Network, relational, hierarchical•Mainframe proprietary DBMS•Oracle, IMS, DB2, VSAM, Rdb, Non Stop SQL, RMS
•Open DBMS•Relational•General purpose and warehouse-specific DBMS•Oracle, Informix, Sybase, IBM DB2, NCR/AT&T Teradata Red Brick
•Open DBMS•Relational and multidimensional•General purpose and warehouse specific DBMS•Oracle, Oracle Express, Arbor Essbase, MS SQL Server, NT
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Parallel Processing
A large task broken into smaller tasks:Concurrent executionOne or more processors
Processor 1
Processor 1Processor 2Processor 3Processor 4
Parallel
Elapsed timeNot parallel
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Parallel Database
Increased speedImproved scalability
Performance gains - Availability - Flexibility - More users
Processor 1Processor 2Processor 3Processor 4
Parallel
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Parallel Query
SQL code split among server processes.Sub-Query
Sub-Query
Sub-Query
Query
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Parallel Load
Bypass SQL processing to speed throughput.
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Parallel Processing
Index Reduces the time to createSort Allocates memory in cache efficientlyBackup Runs simultaneously from any node - Offline - OnlineRecovery Runs simultaneously from redo logsSummaries Uses the CREATE TABLES AS SELECT statement
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Summary
This lesson discussed the following topics:
Outlining the basic architecture requirements for a warehouse
Highlighting the benefits and limitations of all the different hardware architectures