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Not x2. Oracle Exadata v2 Fast Track. Hüsnü Şensoy Global Maksimum Data & Information Tech Founder, VLDB Expert. Agenda. Why do we need Exadata v2 ? Exadata Hardware Exadata Software Better to show rather than talk. Conclusion. Before completing the year HrOUG in two weeks later
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Global Maksimum Data&Information Technologies Not x2 Oracle Exadata v2Fast Track HüsnüŞensoy Global Maksimum Data & Information Tech Founder, VLDB Expert
Global Maksimum Data&Information Technologies Agenda • Why do we need Exadata v2 ? • Exadata Hardware • Exadata Software • Better to show rather than talk. • Conclusion
Global Maksimum Data&Information Technologies • Beforecompletingtheyear • HrOUG in twoweekslater • OptimizedAnalyticalProcessingCapabilities of 11g Release 2 • Database Consolidation Best Practices • ACED Sessionwith • JoseSenegačnik • DenesKubiček • UKOUG in December • OptimizedAnalyticalProcessingCapabilities of 11g Release 2 Who am I ? • Data & Information expert on VLDB environments • DWH • Data Mining • Inference Systems • Data Archiving Solutions • Niche Storage Technologies • Recovery Strategies & Solutions • HA Systems • Oracle ACED on BI field • Only one in Turkey • Still the youngest one all over the community. • DBA of the Year 2009 • 7th and still the youngest all over the world. • Only one in Turkey • Member of Oracle CAB for 12g DWH development • Worldwide presenter of Oracle conferences and user group events
Global Maksimum Data&Information Technologies Global Maksimum Data & Information TechnologiesandOracle Exadata v2 • Only company in Turkey having IB interconnected RAC 11g implementation experience on Linux x86-64bit. • Only company in Turkey having sufficient consultancy experience (more than 120 TB conventional system data) on Exadata v2 • Physical & Architecture Design • Migration • Performance Optimization • Backup & Recovery Architectures Design • Trains customers, Oracle partners, and Oracle employees all over the Europe • Strong joint relation with Oracle Platinum Partners, Oracle Development Team Head Office, and IB technology leaders. • X-Migrator service provider for high capacity customers.
Global Maksimum Data&Information Technologies Oracle Exadata v2 Don’t think Exadata as yet another product sold by SALES guys. As a customer take it as an effortless solution for hardware software integration. As an engineer take it as an elegant solution of so-called unsolvable I/O problem for Oracle databases.
Global Maksimum Data&Information Technologies Who needs Exadata v2 ? • Engineers • To learn that «The mechanic with a hammer thinks that all problems are nail» • Customers • Shorter setup time • Non-Exadata Customers • More stable Oracle releases • Oracle • Easy to manage/standardize its code repository
Global Maksimum Data&Information Technologies Oracle Exadata v2 Hardware Best thing about Exadata is that it has nothing magical in it in terms of hardware. A few Sun Fire X4170 x86-64 bit servers. A few Sun Fire X4275 x86-64 bit servers. A few IB switches.
Global Maksimum Data&Information Technologies Sun Datacenter 36-port Managed QDR IB Switched Exadata Storage Servers Sun Fire™ X4170 Oracle Database Server KVM IP Console Switch Rackmount KMM Keyboard with TFT monitor 48-port Gigabit Ethernet Switch Exadata v2 X-Ray 42U
Global Maksimum Data&Information Technologies Interconnect Network Hardware • IB Switches • 3 x 36-port managed switches as opposed to Exadata v1 (2+1). • 2 “leaf” • 1 “spine” switches • Spine switch is only available for Full Rack because it is for connecting multiple full racks side by side. • A subnet manager running on one switch discovers the topology of the network. • HCA • Each node (RAC & Storage Cell) has a PCIe x8 40 Gbit HCA with two ports • Active-Standby Intracard Bonding.
Global Maksimum Data&Information Technologies RAC Node • Sun Fire X4170 Server • 2 socket • Quad Core • 2.53 GHz • 2 Hyper-Threads • So, CPU_COUNT=16 • 18 DDR3 DIMM Slots • 72 GB@800 MHz (2x3x3x4 GB) • 4 10/100/1000Base-T Ethernet ports • NET0 : Management • NET1 : Public Network • NET2 : Public Network • NET3 : - • PCIe PES24T6G2 Switch • x8
Global Maksimum Data&Information Technologies Storage Node • Sun Fire X4275 Server • 2 socket • Quad Core • 2.53 GHz • 6 DDR3 DIMM Slots • 24 GB@1066 MHz (2x3x1x4 GB) • HDD Storage • 12 x 3.5-inch 600 GB 15 K RPM SAS disks • 12 x 3-5-inch 2 TB 7.2 K RPM SATA disks • 4 Sun Flash Accelerator F20 PCIe Cards
Global Maksimum Data&Information Technologies Soft Storage Node • CELLSRV • Multithreaded block server • Buffer cache reads • Smart scans • Performs I/O Resource Management • Gather operational statistics • Communicates over iDB with the clients. • MS • OC4J application • Provides functionalities for • Cell management • Cell administration • Aler generation • RS • First process becoming live in storage cell. • Work as a hang analyzer for CELLSRV and MS IORM CELLSRV iDB MS Oracle Enterprise Linux 5.3 RS
Global Maksimum Data&Information Technologies HDD Sequential Read Performance 600 GB 15K RPM SAS 2 TB 7.2K RPM SATA 204 MB/s 144 MB/s 122 MB/s 90 MB/s
Global Maksimum Data&Information Technologies HDD Random Read Performance 600 GB 15K RPM SAS 2 TB 7.2K RPM SATA 175 IOPS @ 2KB 79 IOPS @ 2KB 380 IOPS @ 2KB 182 IOPS @ 2KB
Global Maksimum Data&Information Technologies F20 PCIe Card • Not a SATA/SAS SSD driver but a x8 PCIe device providing SATA/SAS interface. • 4 Solid State Flash Disk Modules (FMod) each of 24 GB size • 256 MB Cache • SuperCap Power Reserve (EnergyStorageModule) provides write-back operation mode. • ESM should be enabled for optimal write performance • Should be replaced in every two years. • Can be monitored using various tools like ILOM • Embedded SAS/SATA configuration will expose 16 (4 cards x 4 FMod) Linux devices. • /dev/sdn • 4K sector boundary for Fmods • Each FMod consists of several NAND modules best performance can be reached with multithreading (32+ thread/FMod etc)
Global Maksimum Data&Information Technologies Performance of F20 Random Write PerformanceDegeneration • As the flash cache get full (sustained write) • Wear Leveling • SLC Update Mechanism : Delete + Write • Garbage Collector write performance is degeneratedduetoWrite Amplification. • That’swhyyouare not advisedto put real-time performancedemandingfiles on flashcards • Online RedoLogs ? ? ?
Global Maksimum Data&Information Technologies Aggregate Capacity Capacity Performance
Global Maksimum Data&Information Technologies Oracle Exadata v2 Software Exadata hardware is almost sufficient to beat any hardware configuration possible to work with Oracle Database. But why to stop there while it is possible to do more with Smart Scan Storage Indexes I/O Resource Manager EHCC
Global Maksimum Data&Information Technologies Soft Components of Exadata v2 • Open Soft Pieces • Oracle Enterprise Linux 5.3 • Oracle defined set of RPMs • Oracle OFED (bug fixed version) • Oracle Exadata Storage Software • Smart Scan • Encrypted Data • Data Mining • Smart Flash Cache • HCC • Storage Index • IO Resource Manager (IORM) • Oracle Exadata Bundle Patches • Common Soft Pieces • Oracle RDBMS 11.2.0.1 • Partitioning • Pruning • Parallel Hash Join • Bloom Filtering • Pairwise/Semi-pairwise Join • Compression • HCC • DBFS • Oracle Grid IS 11.2.0.1 • ASM • Clusterware • Oracle Exadata Bundle Patches • iDB
Global Maksimum Data&Information Technologies Smart Scan • Smart Scan is initially formed to be column and row filtering based on projection and predicates. • But this was just the seed idea. Today Smart Scan can also do • Projection (column) filtering • Predicate (row) filtering • SELECT * FROM v$sqlfn_metadata WHERE offloadable = 'YES'; • Preperation of bloom filters for join • Smart Incremental backup • Scan on encrypted data • Smart File Creation • RMAN Restore • Tablespace Creation • File Grow • Scoring for Data Mining • All data mining scoring functions are offloaded
Global Maksimum Data&Information Technologies Smart Scan OFF. Why ? • CELL_OFFLOAD_PROCESSING = FALSE • The table or partition is small. • CBO doesn’t choose to use direct path read. • ROW_DEPENDENCY ENABLED or rowscn is fetched. • Fetch rows in rowid order. • CREATE INDEX ... NOSORT • LOB or LONG fetch • Scan on flashback table • Cell based decryption is disable. • Tablespace is not completely on Exadata • More than 255 columns are queried. • Predicate evaluation on virtual column. • For dirty blocks
Global Maksimum Data&Information Technologies Storage Index • Smart Scan is about saving RAC node CPUs during I/O processing, but storage index is about saving the processors of Exadata storage cells. • Anyhow if we figure out that T = E+W, decreasing E in any layer will decrease T. This means faster queries or more queries within the same period. • Storage Index is not something first used in Exadata. It is borrowed from Netezza ZoneMap. • Oracle’s SI is in memory • It is about filtering out for a super set of actual result set.
Global Maksimum Data&Information Technologies First Execution select A,B,C from T1 where B<2; RDSoRDMA CELLSRV Smart Scan AU AU
Global Maksimum Data&Information Technologies Next Executions select A,B,C from T1 where B<2; Storage Index B: 2/10 B: 1/5 B: 3/10 B: 5/10 B: 9/10 B: 3/10 iDB CELLSRV Smart Scan AU AU
Global Maksimum Data&Information Technologies More Storage Index Information Tips Storage Index may not be built by CELLSRV yet. Storage Regions are not created on all columns. CELLSRV picks out suitable columns to be indexed. Column types should be suitable (byte level comparison should match type level comparison) NLS types are not allowed. Keep your eyes on cell physical IO bytes saved by storage index statistics in V$SYSSTAT or V$SESSSTAT Remember that in order to fully utilize storage indexes, data should be physically located in clustered manner on highly queried column You might thing of as which column would you index if you could. So modify your ETL in accordancewiththat.