İş Zekasının Değişen Kuralları

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IDC Business Intelligence Roadshow 2011

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  • 1. Yakn Gelecekte ZekasOyunun Kurallar DeiiyorUgur CANDANSAP Trkiye@ugurcandan
  • 2. Deien Dnya 70% 4 Exabytes Eriim >500 Milyon Veri Bykl Mobil Kullanc 2011 R I S >1,000 + XX% Yasal Dzenleme Bte Ksntlar 2
  • 3. Deiimin Ynetimi 3
  • 4. Veri Ambar ve Zekas Pazarna Genel Bak Zekas, Kurumsal Performans Ynetimi ve Analitik Uygulamalar 22.4% # 14.5% 12.2% 4
  • 5. Trkiye Veri Ambar ve Zekas Pazarna Genel Bak Uygulamas yaplan zm says 4X artt 10x 8x 6x 4x 2x 2008 2009 2010 5
  • 6. SAP BusinessObjects zmleri Analitik Uygulamalar Endstriler Departmanlar Banka Sigorta Sat Servis Pazarlama Salk Satnalma Kurumsal Performans Kamu Tedarik Zinciri Kurumsal Risk ve Ynetimi Hzl Tketim Finans Uyumluluk Telco Srdrlebilirlik Strateji Planlama ve . Sre Kontrol Eriim Kontrol Ynetimi Bte Ynetimi Karllk ve Maliyet Finansal GTS Risk zleme Ynetimi Konsolidasyon Bildiri Ynetimi Zekas Kurumsal Bilgi Ynetimi Raporlama ve Veri Veri Ana Veri Analiz Grselletirme ve Servisleri Ynetimi Kokpit Veri nceleme Mobil CEP erik Ynetimi BI Platform Veri Ambar Veri Ambar HANA Data Mart 6
  • 7. Hype Terimler CacheDB Appliance Big Data FlashCache in-database in-memory Analytics MemCached Social BIMachine Generated Data in-memory Columnar Database Compression SSD Fusion IO Solid State Memory 7
  • 8. SAP ve In-Memory 2010 SAP High-Performance Analytic Appliance 2006 SAP NetWeaver BW Accelerator (BWA) Columnar 8/6 2004 SAP NetWeaver Enterprise Search (TREX) 1999 SAP Advanced Planner and Optimizer (LiveCache) in-memory 2000 - 24/45/ 32 8
  • 9. CPU Hz ref: Tesla GPU Computing Brochure 9
  • 10. CPU Hz 10
  • 11. The Brick Wall Power Wall: Enerji vs transistor Statik vs Dinamik Enerji Memory Wall: Bellek vs CPU hz (200c Dram 4c FP ilemi) ILP Wall: ILP HW vs Multi Core 2xCPU /18 ay Power Wall + Memory Wall + ILP Wall = Brick WallDavid Patterson, "Computer Architecture is Back - The Berkeley View of the Parallel Computing Research Landscape", Stanford EE Computer Systems Colloquium, Jan 2007, link 11
  • 12. The NVIDIA Teslac2070 memory Xpress disk (xpd) 1 TB: 20 GB/s IOPS:6GB interface 600,000 reads 500,000 writes384bit 144 GB/s Fusion ioDrive Octal Capacity 5.12TB 6GB/s Read 4GB/s Write 1,000,000 IOPS
  • 13. MPP - Westmere RDBMS SMB 6.4 GT/s 13
  • 14. Memory x 25 = SSMemoryMemory x 5,000 = Disk 14
  • 15. Yeni Tanm@Jim Gray Tape is Dead Disk is new Tape Main Memory is new Disk CPU Cache is new Main Memory 15
  • 16. Bugn EDW Calculation Engine Business Intelligence Query Results Query Aggregates Indexes Data Warehouse ETL Calculation Engine Business Intelligence Reporting Operational Data Store Query Results Copy Query Business Applications Data 16
  • 17. In-Memory Computing Calculation Engine Business Intelligence Query Results Query Aggregates Indexes Data Warehouse ETL Operational Data Store Copy Business Applications Data 17
  • 18. Row Store 18
  • 19. C-Store 19