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Bringing The Memory Revolution to Your Intelligent Enterpise

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Vinod Kumar's presentation
Seminar Revolutionizing ERP with in-memory computing using secure and local SAP on Cloud

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Bringing The Memory Revolution to Your Intelligent Enterpise

  1. 1. Vinod Kumar Technical Sales Specialist
  2. 2. 2 Intel® Xeon® Platinum Processors: The Next-Generation Platform for Digital Transformation + 1 For OLAP, SAP HANA* optimized hardware configurations for SAP HANA SPS 12. 3 TB compared to 2 TB when running SAP HANA SPS 12 on an Intel® Xeon® Platinum processor compared to an Intel Xeon processor E7 v4 (for 4-socket systems; 6 TB compared to 4 TB for 8-socket systems). For OLTP, SAP HANA optimized hardware configurations for SAP HANA SPS 12. 6 TB compared to 4 TB when running SAP HANA SPS 12 on an Intel Xeon Platinum processor compared to an Intel Xeon processor E7 v4 (for 4-socket systems; 12 TB compared to 8 TB for 8-socket systems). 2 For configuration details, see Legal Notices and Disclaimers. 6X Greater system memory for OLAP (3x more system memory for OLTP) Compared to the Intel Xeon processor E7 family2 50% More capacity for online analytics processing (OLAP) and online transaction processing (OLTP) workloads Compared to the Intel Xeon processor E7 v4 family running SAP HANA* SPS 121
  3. 3. 3 Drive Innovation with Intel® Technologies and the SAP HANA* 2 Platform Machine and deep learning tools and platforms, block chain Internet of Things (IoT) analytics at the edge, in retail, and in the cloud or data center Intel® Optane™ DC persistent memory
  4. 4. 4 Decades of Intel and SAP Collaboration Intel® Xeon® processors are tuned for SAP workloads. Intel and SAP have worked together on the SAP HANA* platform since 2009. Intel Xeon processors are the reference architecture for the SAP HANA platform4. Intel Xeon Scalable processors and the Intel Xeon processor E7 v4 family are certified by SAP for the SAP HANA 2 platform. Marketing and Sales Platform EngineeringArchitecturePlanningPath Finding 4 HP, Intel, SAP, SUSE, and VMware. “Virtualizing Enterprise SAP® Software Deployments.” June 2011. suse.com/docrep/documents/o4r7to9d2y/virtualizing_enterprise_SAP_software_deployments.pdf.
  5. 5. 5 Years of Innovative SAP HANA* Performance Optimizations Nehalem 45 nm New Micro- architecture Westmere 32 nm New Processor Technology Ivy Bridge 22 nm New Processor Technology Haswell 22 nm New Micro- architecture Broadwell 14 nm New Processor Technology Skylake 14 nm New Micro- architecture Cascade Lake 2009 2019SAP HANA on IBM Power* GA Aug. 2015 Intel® Microarchitecture Codename Nehalem Intel Microarchitecture Codename Sandy Bridge Intel Microarchitecture Codename Haswell Intel Microarchitecture Codename Skylake PURLEY PLATFORM Brickland Platform is Ivy Bridge-EX, Haswell-EX, and Broadwell-EX Intel® Xeon® Processor E7 Intel Xeon Processor E7 v2 Intel Xeon Processor E7 v3 Intel Xeon Processor E7 v4 Intel Xeon Platinum Processor
  6. 6. 6 Intel® Xeon® Processors Are the Reference Architecture for the SAP HANA* Platform 64-bitAddressSpace 2 TB in current servers Offers a dramatic reduction in price/performance Multi-coreArchitecture 8 CPUs x 10 cores per CPU Provides massive parallel scaling Today, the SAP HANA platform is developed first for Intel® architecture for immediate applicability to on-premises, cloud, and flexible models. Transact (OLTP) Analyze (OLAP) BIA/BWA Accelerate in memory SAP HANA Transact and analyze directly in memory 2009200430Years SAP and Intel established the in-memory paradigm shift
  7. 7. Intel’s Vision for the SAP HANA* Platform Support for any deployment—from sandbox to data center or cloud 8 128 GB up to 30 TB64 GB up to 1.5 TB16 GB up to 32 GB Intel® Xeon® Gold processor family Intel Xeon Platinum processor family Intel® Core™ i7 processor family
  8. 8. SAP HANA* Platform–Related Benchmarks 4S Intel Xeon Processor E7-8890 v3 Dell PowerEdge R930 2.2 GHz, 96 cores SAP Certif. #201503914 SAP BW Enhanced Mixed Load* (BW-EML*) benchmark @ 2B records4S IBM Power System E870* IBM Power System 870 4.19 GHz, 40 cores SAP Certif. #201502413 Due to the completely different workload, data model, query design, and KPIs, the SAP BW-AML and SAP BW/4HANA benchmark results are not comparable. 8,9,10,11,12,13,14 See Legal Notices and Disclaimers. 4S Intel Xeon Platinum 8180 Processor Lenovo ThinkSystem SR950* 2.5 GHz, 112 cores SAP Certif. #201702410 4S Intel Xeon Processor E7-8894 v4 Lenovo System x3850 X6 2.4 GHz, 96 cores SAP Certif. #20170039 4S Intel® Xeon® Processor E7-8890 v4 Lenovo System x3850 X6* 2.2 GHz, 96 cores SAP Certif. #20160708 SAP BW* edition for SAP HANA (SAP BW/4HANA*) benchmark @ 1.3B records (2,332 query execs/hour) (6,578 query execs/hour)(4,273 query execs/hour) Baseline 1.83x 2.82x 4S Intel Xeon Processor E7-8890 v4 Dell PowerEdge R930 2.2 GHz, 96 cores SAP Certif. #201603712 4S Intel Xeon Processor E7-8890 v3 Dell PowerEdge R930* 2.5 GHz, 72 cores SAP Certif. #201601911 SAP BW Advance Mixed Load* (BW-AML*) benchmark phase 1 @ 2B records (Throughput/hour: 23,690) Baseline (Throughput/hour: 33,500) 1.41x (Throughput/hour: 191,170) 0.99x (Throughput/hour: 192,750) Baseline Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark* and MobileMark*, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. 9 Intel Xeon processors accelerate performance for the SAP HANA platform. Find more benchmarks at www.sap.com/benchmarks.
  9. 9. 10 Intel® Xeon® Processor Advantage for SAP HANA* 2 Appliance and TDI On-premises and cloud Choice 12 OEMs, 1,300+ appliances/tailored data center integrations (TDIs), and no vendor lock-in15 Proven TrackRecord • Top open, industry-standard ecosystem choice • 9+ years of co-innovation with SAP HANA • Long-term alignment • Thousands of customers Compared to IBM Power*–based solutions19 UpTo33%BetterTCO Performance All SAP® BW/4HANA world records are on Intel Xeon Platinum processors and Intel Xeon Scalable processors16 Scale up up to 48 TB17 Scale out up to 564 TB18 Designed for 99.999% uptime17 Scalability 15,16,17,18,19 See Legal Notices and Disclaimers. Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark* and MobileMark*, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. Performance results are based on testing as of June 2016 and September 2018 and may not reflect all publicly available security updates. See configuration disclosure for details. No product can be absolutely secure.
  10. 10. 11 Matching Memory to Your SAP HANA* Analytics Needs PERFORMANCE > 3 TB/CPU Memory Cascade Lake Up to 1 TB/CPU Memory Intel Xeon processor E7-8894 v4 Up to 1.5 TB/CPU Memory Intel Xeon Platinum processor 8180 Up to 1 TB/CPU Memory Intel® Xeon® processor E7-8890 v4 Note: The Intel Xeon processor E7-8890 v4 and Intel Xeon processor E7-8894 v4 are certified for up to 1 TB/CPU of memory on SAP HANA 2, Service Pack 1.8,9 8,9 See Legal Notices and Disclaimers. Performance results are based on testing as of January 2017 and December 2016 by Lenovo and may not reflect all publicly available security updates. See configuration disclosure for details. No product can be absolutely secure. Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark* and MobileMark*, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products.
  11. 11. 12 Intel® Xeon® Scalable Processors and SAP HANA* 2.0 SPS 03 Advanced data and privacy protection capabilities New data integration and federation sources Many data types supported Broad analytical intelligence capabilities The ability to enable a new class of application security Designed for Intel® Optane™ DC persistent memory
  12. 12. 13 Benefits with SAP Business Warehouse* on the SAP HANA* Platform Scale-up >4 TB SAP BW on SAP HANA OLAP 8s 8s Scale-up 3 TB SAP BW* on SAP HANA OLAP Intel Xeon Scalable processors More scale-up headroom 4 TB 6 TB Intel Xeon processor E7 v4 8s** 4s Intel Xeon Scalable processors 50% less CPUs and commodity server 3 TB 3 TB Intel® Xeon® processor E7 v4 64 GB DDR432 GB DDR4 64 GB DDR432 GB DDR4 Intel Xeon Scalable processors provide the scalability you need for the SAP HANA platform ** s = socket
  13. 13. Scale-up >8 TB SAP HANA OLTP 16s 8s 14 Memory Benefits with Intel® Xeon® Scalable Processors 6 TB 6 TB Scale-up 6 TB SAP HANA* OLTP 8s** 4s 20 TB 30 TB Scale-up >20 TB SAP HANA OLTP Intel Xeon processor E7 v4 Intel Xeon Scalable processors More headroom for data growth (such as IoT) Intel Xeon Scalable processors provide the scalability you need for the SAP HANA platform Intel Xeon Scalable processors 50% fewer CPUs, commodity server >8 TB 12 TB Intel Xeon processor E7 v4 Intel Xeon Scalable processors Intel Xeon Scalable processors 8s 50% less CPUs and commodity server Same DIMMs and performance boost 128 GB DDR464 GB DDR4 64 GB DDR4 6 TB Intel Xeon processor E7 v4 32s 32s ** s = socket
  14. 14. 15 SAP HANA* Appliance OLTP maximum memory/socket certification20 Intel Xeon Platinum processors deliver a balanced memory/CPU ratio Brickland Platform is Ivy Bridge-EX, Haswell-EX, and Broadwell-EX. 20 SAP. “Find Certified Appliances.” September 2018. sap.com/dmc/exp/2014-09-02-hana-hardware/enEN/appliances.html. TB/socket 3.5 3 2.5 2 1.5 1 0.5 0 Intel® Xeon® Processor E7 Intel Xeon Processor E7 v2 Intel Xeon Processor E7 v3 Intel Xeon Processor E7 v4 Intel Xeon Platinum Processor Cascade Lake 0.5 1 0.75 1.5 0.75 1.5 1 3 1.5 1.5 >3 Supported by the SAP HANA platform Intel® platform 3
  15. 15. Intel® Optane™ DC Persistent Memory for the SAP HANA* Platform
  16. 16. Today’s Data Management Challenges The need for real-time insights, complex predictions from broad and diverse datasets, and getting more from your enterprise resource planning (ERP) Dramatic increase in data volumes New demands on data Decreased time to value Data volume and IT cost management 17
  17. 17. 18 An Innovative, New Type of Memory Extract more value from larger datasets than previously possible with Intel® Optane™ DC persistent memory PERSISTENT Persistent, with near-memory performance (+ encryption) AFFORDABLE More capacity for your investment LARGE High capacity enabling systems with >3 TB of memory per CPU socket
  18. 18. 19 Activate More Data with Intel® Optane™ DC Persistent Memory Intel Optane DC persistent memory: • Complements DRAM for accessing “hot” data for the SAP HANA* database • Lowers total cost of ownership (TCO) for “warm” data storage • Can use the new SAP HANA extended node feature to keep warm data “hot” by keeping it in memory for complex analytics DRAM Daniel Schneiss Former Global Head of Products and Innovation SAP HANA Platform and Database Products and Innovation SAP IntelOptaneDCPersistentMemory “With very large capacity and high-performance, servers equipped with Intel DIMMs will provide a great memory platform for landscape consolidation, data temperature management, and fast data growth at a significantly reduced memory cost.”
  19. 19. 20 DRAM Memory Alternative: Accommodate More “Hot” Data In-Memory (4-Socket System) ACCESSOpportunitiesforhighercapacity Move more data from your storage-area network (SAN) to SAP HANA* in-memory Big Up to 512 GB modules Enables 4S systems with >12 TB memory capacity 3 TB Small DDR4 RAM 3 TB (64 GB DIMMs)
  20. 20. 21 Accelerate Start Times for SAP HANA* 2.0 SPS 0322 • SAP HANA platform main data is usually stored in DRAM • Now, it can be stored in Intel® Optane™ DC persistent memory • Columnar store does not have to be loaded from disk at startup • Row store and temp remains in DRAM • Result is significantly minimized system downtime 22 When operating with persistency enabled. loading DB into DRAM SAPHANA2SPSo2 All DRAM no loading (DB non-volatile) SAPHANA2SPS03 Intel Optane DC persistent memory with DRAM
  21. 21. 22 Minimize SAP HANA* 2.0 SPS 03 Database System Downtime Faster starts help ensure business continuity and service-level agreements average SAP HANA 2.0 SPS 3.0 index server start time using Intel® Optane™ DC persistent memory—a 12.5x decrease compared to DRAM alone3 4 Minutes 50 Minutes 4-minute Performance results are based on testing as of May 30, 2018, and may not reflect all publicly available security updates. See configuration disclosure for details. No product can be absolutely secure. Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark* and MobileMark*, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. For more information go to intel.com/benchmarks. 3 SAP HANA* simulated workload for SAP® BW edition for SAP HANA Standard Application Benchmark Version 2 as of 30 May 2018. Baseline configuration with traditional DRAM: Lenovo ThinkSystem SR950* server with 8 x Intel® Xeon® Platinum 8176M processors (28 cores, 165 watt, 2.1 GHz). Total memory consists of 48 x 16 GB TruDDR4* 2,666 MHz RDIMMS and 5 x ThinkSystem* 2.5” PM1633a 3.84 TB capacity SAS 12 Gb hot-swap solid-state drives (SSDs) for SAP HANA storage. The operating system is SUSE* Linux* Enterprise Server 12 SP3 and uses SAP HANA 2.0 SPS 03 with a 6 TB dataset. Average start time for all data finished after table preload for 10 iterations: 50 minutes. New configuration with a combination of DRAM and Intel® Optane™ DC persistent memory: Lenovo ThinkSystem SR950* server with 8 x Intel Xeon Platinum 8176M processors (28 cores, 165 watt, 2.1 GHz). Total memory consists of 48 x 16 GB TruDDR4* 2,666 MHz RDIMMs and 48 x 128 GB Intel Optane DC persistent memory modules (PMMs), and 5 x ThinkSystem* 2.5” PM1633a 3.84 TB capacity SAS 12 Gb hot-swap solid-state drives (SSDs) for SAP HANA storage. The operating system is SUSE* Linux* Enterprise Server 12 SP3 and uses SAP HANA 2.0 SPS 03 with a 6 TB dataset. Average start time for all data finished after table preload for 10 iterations: 4 minutes (12.5x improvement).
  22. 22. 23 Listen In From Our Leaders
  23. 23. 24 Legal Notices and Disclaimers 1 Performance results are based on testing as of August 31, 2018 and may not reflect the publicly available security updates. No system can be absolutely secure. Intel drive evaluated: 375 GB Intel Optane SSD DC P4800X 375GB. Test and system configuration: CPU: Intel® Xeon® processor E5-2687W v4 (3.0 GHz. 30 MB, 160 W, 12 cores), CPU sockets: 2, RAM capacity: 32 GB, RAM model: DDR4 2,133 MHz, PCIe* attach: CPU (not PCH lane attach), chipset: Intel® C610 Chipset, BIOS: SE5C610.86B.01.01.0024.021320181901, switch/retimer model/vendor: Intel® A2U44X25N¬VMEDK, OS: CentOS 7.3.1611*, kernel: 4.14.50, FIO* version: 3.5; NVM Express* (NVMe*) driver: inbox, C-states: disabled, Intel® Hyper-Threading Technology: disabled, CPU governor (through operating system): performance mode; Enhanced Intel SpeedStep® Technology (EIST): disabled, Intel® Turbo Boot Technology: disabled, P-states: disabled; IRQ Balancing Services* (operating system): off; SMP Affinity, set in the operating system; queue-depth 1, utilizes input/output (I/O) polling mode. 2 Performance results are based on testing as of July 24, 2018 and may not reflect the publicly available security updates. No system can be absolutely secure. Intel-tested: average read latency measured at queue depth 1 during 4K random-write workload. Measured using FIO 3.1*. Common configuration: 2U Intel® Server System, operating system: CentOS 7.5*, kernel 4.17.6-1.el7.x86_64, CPU: 2 x Intel® Xeon® Gold 6154 processor (3.0 GHz, 18 cores), RAM: 256 GB DDR4 at 2,666 MHz. Configuration: 375 GB Intel® Optane™ SSD DC P4800X and 1.6 TB Intel® SSD DC P4600. Latency: Average read latency measured at queue-depth 1 during 4K random-write operations using FIO 3.1. Intel Microcode: 0x2000043; system BIOS: 00.01.0013; Intel® Management Engine (ME) firmware: 04.00.04.294; Baseboard Management Controller (BMC) firmware: 1.43.91f76955; FRUSDR*: 1.43. SSDs tested were commercially available at time of test. 3 Performance results are based on testing as of May 30, 2018, and may not reflect all publicly available security updates. No product can be absolutely secure. SAP HANA* simulated workload for SAP BW* edition for SAP HANA Standard Application Benchmark Version 2* as of 30 May 2018. Baseline configuration with traditional DRAM: Lenovo ThinkSystem SR950* server with 8 x Intel® Xeon® Platinum 8176M processors (28 cores, 165 watt, 2.1 GHz). Total memory consists of 48 x 16 GB TruDDR4* 2,666 MHz RDIMMs, and 5 x ThinkSystem 2.5" PM1633a 3.84 TB capacity SAS 12 Gb hot swap SSDs for SAP HANA storage. The operating system is SUSE* Linux* Enterprise Server (SLES*) 12 SP3 and uses SAP HANA 2.0 SPS 03 with a 6 TB dataset. Start time: 50 minutes. New configuration with a combination of DRAM and Intel® Optane™ DC Persistent Memory: Lenovo ThinkSystem SR950 server with 8 x Intel Xeon Platinum 8176M processors (28 cores, 165 watt, 2.1 GHz). Total memory consists of 48 x 16 GB TruDDR4 2,666 MHz RDIMMs and 48 x 128 GB Intel Optane DC Persistent Memory modules (PMMs), and 5 x ThinkSystem 2.5" PM1633a 3.84 TB capacity SAS 12 Gb hot swap SSDs for SAP HANA storage. The operating system is SLES 12 SP3 and uses SAP HANA 2.0 SPS 03 with a 6 TB dataset. Start time: 4 minutes.
  24. 24. Solutions powered by Intel and SAP: intel.com/sap Intel® Optane™ DC persistent memory: sap.com/persistent-memory & software.intel.com/pmem The SAP HANA* platform: saphana.com & blogs.saphana.com
  25. 25. 26 Legal Notices and Disclaimers 1 For OLAP, SAP HANA* optimized hardware configurations for SAP HANA SPS 12. 3 TB compared to 2 TB when running SAP HANA SPS 12 on an Intel® Xeon® Platinum processor compared to an Intel Xeon processor E7 v4 (for 4-socket systems; 6 TB compared to 4 TB for 8-socket systems). For OLTP, SAP HANA optimized hardware configurations for SAP HANA SPS 12. 6 TB compared to 4 TB when running SAP HANA SPS 12 on an Intel Xeon Platinum processor compared to an Intel Xeon processor E7 v4 (for 4-socket systems; 12 TB compared to 8 TB for 8-socket systems). 2 Up to 6x greater system memory supported vs. available solutions from four years ago (representing the currently installed data center base). SAP has certified its SAP HANA* 2 platform for online analytical processing (OLAP) workloads to support up to 3 TB of memory per system for the upcoming Intel® Xeon® processor Scalable family for a 4-socket configuration (or 6 TB for an 8-socket configuration). Systems available four years ago (representing the typical data center installed base infrastructure) could only support 0.5 TB (or 1 TB in an 8-socket configuration), respectively. For comparative purposes, SAP certifies support for up to 2 TB of memory for the current Intel Xeon processor E7 v4 family in a 4-socket configuration, so upcoming Intel Xeon processor Scalable family–based systems are certified to support up to 50 percent greater system memory than the generation they replace. Up to 3x greater system memory supported vs. available solutions from four years ago (representing the currently installed data center base). For online transaction processing (OLTP) workloads, SAP has certified its SAP HANA 2 platform to support up to 6 TB of memory per system for the Intel Xeon processor Scalable family for a 4-socket configuration (or 12 TB for an 8-socket configuration). Systems available four years ago (representing the typical data center installed base infrastructure) could only support 2 TB (or 4 TB in an 8-socket configuration), respectively. 3 SAP HANA* simulated workload for SAP BW edition for SAP HANA* Standard Application Benchmark Version 2 as of 30 May 2018. Baseline configuration with traditional DRAM: Lenovo ThinkSystem SR950* server with 8 x Intel® Xeon® Platinum 8176M processors (28 cores, 165 watt, 2.1 GHz). Total memory consists of 48 x 16 GB TruDDR4* 2,666 MHz RDIMMS and 5 x ThinkSystem* 2.5” PM1633a 3.84 TB capacity SAS 12 Gb hot-swap solid-state drives (SSDs) for SAP HANA storage. The operating system is SUSE* Linux* Enterprise Server 12 SP3 and uses SAP HANA 2.0 SPS 03 with a 6 TB dataset. Average start time for all data finished after table preload for 10 iterations: 50 minutes. New configuration with a combination of DRAM and Intel® Optane™ DC persistent memory: Lenovo ThinkSystem SR950* server with 8 x Intel Xeon Platinum 8176M processors (28 cores, 165 watt, 2.1 GHz). Total memory consists of 48 x 16 GB TruDDR4* 2,666 MHz RDIMMs and 48 x 128 GB Intel Optane DC persistent memory modules (PMMs), and 5 x ThinkSystem* 2.5” PM1633a 3.84 TB capacity SAS 12 Gb hot-swap solid-state drives (SSDs) for SAP HANA* storage. The operating system is SUSE* Linux* Enterprise Server 12 SP3 and uses SAP HANA 2.0 SPS 03 with a 6 TB dataset. Average start time for all data finished after table preload for 10 iterations: 4 minutes.
  26. 26. 27 Legal Notices and Disclaimers 4 HP, Intel, SAP, SUSE, and VMware. “Virtualizing Enterprise SAP® Software Deployments.” June 2011. suse.com/docrep/documents/o4r7to9d2y/virtualizing_enterprise_SAP_software_deployments.pdf. 5 Claim based on best-published SAP BW* edition for SAP HANA Standard Application Benchmark* @ 1.3 billion initial records result published at http://global.sap.com/solutions/benchmark as of 7 February 2017. Testing by Lenovo. New configuration: 4x Intel® Xeon® processor E7-8894 v4 (96 cores, 192 threads) on Lenovo System x3850 X6* with 2,048 GB total memory on SUSE Linux Enterprise Server 11* using SAP HANA 1.0* and SAP NetWeaver 7.50*. Benchmark: SAP BW for SAP HANA @ 1.3B initial records; source: certification #2017003, sap.com/solution/benchmark/appbm/ netweaver.sap-bw-edition-for-sap-hana-standard-application.html. Score: Runtime of Data Load/Trans (14,939 secs), Query Executions per Hour (4,273), Runtime of Complex Query (154 seconds). Old configuration: 4x Intel Xeon processor E7-8890 v4 (2.20 GHz, 96 cores, 192 threads) on Lenovo System x3850 X6 with 1,024 GB main memory; 64 KB L1 cache and 256 KB L2 cache per core; 60 MB L3 cache per processor. 6 Sources: SAP. "Standard Application Benchmarks: SAP BW edition for SAP HANA Standard Application." sap.com/solution/benchmark/appbm/netweaver.sap-bw-edition-for-sap-hana-standard-application.html. And SAP. "Standard Application Benchmarks: Advanced Mixed Load (BW-AML)." sap.com/solution/benchmark/appbm/netweaver.advanced-mixed-load-bw-aml.html. 7 Yahoo Finance. "Lenovo X6 Server Architecture Achieves 10 Performance Records." April 2017. http://finance.yahoo.com/news/lenovo-x6-server-architecture-achieves-164900839.html. 8 SAP Certification 2016070, performed December 2016 by Lenovo. Configuration: Lenovo System x3850 X6*, 4 x Intel® Xeon® processor E7-8890 v4 (2.20 GHz; 24 cores, 48 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 60 MB L3 cache per processor), 1,024 GB memory, running SUSE Linux Enterprise Server 12*, SAP HANA* 1.0, and SAP NetWeaver® 7.50. (2,332 query execs/hour). Source: sap.com/documents/2016/12/948a328a-9d7c- 0010-82c7-eda71af511fa.html. 9 SAP Certification 2017003, performed January 2017 by Lenovo. Configuration: Lenovo System x3850 X6*, 4x Intel® Xeon® processor E7-8894 v4 (2.40 GHz; 24 cores, 48 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 60 MB L3 cache per processor), 2,048 GB memory, running SUSE Linux Enterprise Server 11*, SAP HANA 1.0*, and SAP NetWeaver 7.50*. Source: sap.com/documents/2017/02/f2732a32-a77c-0010-82c7-eda71af511fa.html.
  27. 27. 28 Legal Notices and Disclaimers 10 SAP Certification 2017024, performed June 2017 by Lenovo. Configuration: Lenovo ThinkSystem SR950*, 4x Intel® Xeon® Platinum 8180 processor (2.50 GHz; 28 cores, 56 threads per processor; 64 KB L1 cache and 1,024 KB L2 cache per core; 38.5 MB L3 cache per processor), 1,536 GB memory, running SUSE Linux Enterprise Server 12*, SAP HANA 1.0*, and SAP NetWeaver 7.50*. Source: sap.com/documents/2017/07/f4c4662e-c67c-0010-82c7-eda71af511fa.html. 11 SAP Certification 2016019, performed May 2016 by Dell. Configuration: Database server: Dell PowerEdge R930*, 4x Intel® Xeon® processor E7-8890 v3 (2.50 GHz; 18 cores, 36 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 45 MB L3 cache per processor), 1,536 GB memory. Two application servers: Dell PowerEdge R930, 4x Intel Xeon processor E7-8890 v3 (2.50 GHz; 18 cores, 36 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 45 MB L3 cache per processor), 1,536 GB memory. Software: SUSE Linux Enterprise Server 11*, SAP HANA 1.0*, and SAP NetWeaver 7.50*. Source: sap.com/dmc/exp/2018-benchmark-directory/#/benchmarks/bwaml?filters=4a9e824336e2837bf9081e423d579859&search=. 12 SAP Certification 2016037, performed July 2016 by Dell. Configuration: Database server: Dell PowerEdge R930*, 4x Intel® Xeon® processor E7-8890 v4 (2.20 GHz; 24 cores, 48 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 60 MB L3 cache per processor), 1,024 GB memory. Two application servers: Dell PowerEdge R930, 4x Intel Xeon processor E7-8890 v3 (2.50 GHz; 18 cores, 36 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 45 MB L3 cache per processor), 1,536 GB memory. Software: SUSE Linux Enterprise Server 11*, SAP HANA 1.0*, and SAP NetWeaver 7.50*. Source: sap.com/dmc/exp/2018-benchmark-directory/#/benchmarks/bwaml?filters=4a9e824336e2837bf9081e423d579859&search=. 13 SAP Certification 2015024, performed May 2015 by IBM. Configuration: Database server: IBM Power Enterprise System 870*, 4x IBM POWER8* (4.19 GHz; 10 cores, 80 threads per processor; 32 KB [I] and 64 KB [D] L1 cache, 512 KB L2 cache, and 8 MB L3 cache per core), 1,024 GB memory. Application server 1: IBM Power Enterprise 850, 4x IBM POWER8 (3.35 GHz; 10 cores, 40 threads per processor; 32 KB [I] and 64 KB [D] L1 cache, 512 KB L2 cache, and 8 MB L3 cache per core), 1,024 GB memory. Application server 2: IBM Power 760, 4x IBM POWER7+ (3.41 GHz; 12 cores, 48 threads per processor; 32 KB [I] and 64 KB [D] L1 cache, 256 KB L2 cache, and 10 MB L3 cache per core), 1,024 GB memory. Software: SUSE Linux Enterprise Server 11*, IBM AIX 7.1*, SAP HANA 1.0*, and SAP NetWeaver 7.31*.
  28. 28. 29 Legal Notices and Disclaimers 14 SAP Certification 2015039, performed August 2015 by Dell. Configuration: Database server: Dell PowerEdge R930*, 4x Intel® Xeon® processor E7-8890 v3 (2.50 GHz; 18 cores, 38 threads per processor; 64 KB L1 cache and 256 KB L2 cache per core; 45 MB L3 cache per processor), 1,024 GB memory. Two application servers: Dell PowerEdge R910, 4x Intel Xeon processor E7-4870 (2.40 GHz; 10 cores, 20 threads per processor; 64 KB L1 cache and 256 L2 cache per core; 30 MB L3 cache per processor), 512 GB memory. Software: SUSE Linux Enterprise Server 11*, SAP HANA 1.0*, and SAP NetWeaver 7.40*. 15 Offering server hardware choice for SAP HANA* on Intel® Xeon® processor–based solutions used by 12 OEMs versus SAP HANA on IBM Power Systems* used by only IBM. sap.com/dmc/exp/2014-09-02-hana-hardware/enEN/appliances.html. 16 Lenovo. “ThinkSystem SR950 Sets World Record with New SAP BW Edition for SAP HANA (5.2B Records) Benchmark Result.” September 2018. https://lenovopress.com/lp0995-sr950-4s-sapbw-52b-benchmark-result-2018-09-27#introduction. A Lenovo ThinkSystem SR950* 4-socket server using Intel® Xeon® Platinum 8180 processors delivers world-record performance for the SAP* BW edition for SAP HANA* Standard Application Benchmark Version 3, with 5.2 billion (5.2B) initial records in a single-node setup. Submitted/published results as of 27 September 2018 by Lenovo. Configuration: Lenovo ThinkSystem SR950, four processors/112 cores/224 threads, Intel Xeon Platinum 8180 processor, 2.50 GHz, 64 KB L1 cache and 1,024 KB L2 cache per core, 38.5 MB L3 cache per processor, 3,072 GB main memory, running SUSE* Linux* Enterprise Server 12, SAP NetWeaver* 7.50, SAP HANA 2.0. Source: SAP certification number 2018040, sap.com/dmc/benchmark/2018/Cert18040.pdf. Score: Number of initial records: 5,200,000,000; phase 1: data load phase = 28,715 (runtime of last dataset in seconds); phase 2: query throughput phase = 4,970 (query executions per hour/records selected); phase 3: query runtime phase = 156 (total runtime of complex query phase in seconds). World records for SAP HANA performance on Intel processor–based systems include benchmarks conducted on HPE ProLiant DL560 Gen10 TDI* (1.3B initial records), Lenovo ThinkSystem SR950* (1.3B initial records and 2.6B initial records), and Dell EMC PowerEdge R940 (2B initial records). For details and other world records, see: intel.com/content/www/us/en/benchmarks/server/xeon-scalable/xeon-platinum-world-record.html and sap.com/dmc/exp/2018- benchmark-directory/#/bwh. 17 Intel and HPE. “Unleash the power of Your SAP HANA platform.” August 2018. intel.com/content/www/us/en/big-data/hpe-superdome-flex-sap-hana-wp.html.
  29. 29. 30 Legal Notices and Disclaimers 18 Intel. “The Intel Xeon Platinum Processor Is Put to the Test and Comes Out Shining.” Intel IT Peer Network blog. July 2017. https://itpeernetwork.intel.com/intel-xeon-platinum-processor-put-to-test/. “SAP has certified the SAP HANA 2 platform for OLAP workloads to support up to 3 TB of memory per 4-socket system on the Intel Xeon processor Scalable family. The certification is for a 4-socket configuration or for 6 TB in an 8-socket configuration. … Now, scale-out implementations for very large SAP BW workloads can support up to 94 6 TB nodes for a total of 564 TB—without the need for a storage area network (SAN), resulting in a lower TCO for large scale-out implementations.” 19 “Up to 33 percent lower TCO (three-year) savings on the Intel® Xeon® Platinum processor 8180 versus IBM POWER9*” claim based on pricing of comparable two-processor rack server using Intel Xeon Platinum processor 8180 (28 cores) compared to a two-processor IBM Power System H924* using IBM POWER9 (2.8 GHz, 12 cores) as of September 2018. Based on Intel internal total cost of ownership (TCO) tool comparing the two above referenced options running an internal business warehouse database. Estimated power: IBM Power System H924/IBM POWER9: Intel estimate for two IBM POWER9 processors (2.8 GHz), two chips, 12 cores/chip, 768 GB memory at 1,030 watts max power. Intel estimate for two Intel Xeon Platinum 8180processor with 768 GB memory, 2 x 146 GB 15K SAS drives at 590 watts max power. Estimated pricing: Two-chip Intel Xeon Platinum 8180 processor, price of $46,941, with two Intel Xeon Platinum 8180processor, 768 GB memory, 2 hard- disk drives (HDDs). Two-chip IBM Power System H924*, price of $70,139, with IBM Power System H924, two IBM POWER9 processors (2.8 GHz), two chips, 12 cores/chip, 768 TB memory. Source: IBM. “IBM United States Prices 118-001, dated February 13, 2018.” February 2018. ibm.com/common/ssi/cgi- bin/ssialias?infotype=AN&subtype=CA&appname=gpateam&supplier=897&letternum=ENUS118-001&attachment=ENUS-118-001- LIST_PRICES_2018_02_13.PDF. Calculations include analysis based on performance, power, cooling, electricity rates, operating system and annual support/license costs on Red Hat* Enterprise Linux* for IBM POWER*, premium, and Red Hat Enterprise Linux server, premium, at redhat.com/apps/store/server/ and https://www- 01.ibm.com/common/ssi/ShowDoc.wss?docURL=/common/ssi/rep_ca/8/877/ENUSZP17-0418/index.html&request_locale=en plus estimated server costs. Assumptions include 42U racks, $0.11 per kWh, cooling costs 2 x average server power consumption costs, Alinean* assumptions of $30 per server networking costs, average real estate cost per year from VMware* planning tool at $310 per sq. foot * 10 sq. feet per rack divided by the number of servers per rack, 60 percent CPU utilization and PUE of 2.0.
  30. 30. 31 Legal Notices and Disclaimers 20 SAP. “Find Certified Appliances.” September 2018. sap.com/dmc/exp/2014-09-02-hana-hardware/enEN/appliances.html. 21 The Next Platform. “Cisco Connects with SGI for Big NUMA Iron.” June 2016. nextplatform.com/2016/06/28/cisco-connects-sgi-big-numa-iron/. 22 When operating with persistency enabled.
  31. 31. 32 Legal Notices and Disclaimers Performance results are based on testing as of December 2016, January 2017, May 30, 2018, and September 2018, and may not reflect all publicly available security updates. See configuration disclosure for details. No product can be absolutely secure. Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark* and MobileMark*, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. For more complete information, visit intel.com/performance. Results have been estimated or simulated using internal Intel analysis or architecture simulation or modeling, and provided to you for informational purposes. Any differences in your system hardware, software or configuration may affect your actual performance. Cost reduction scenarios described are intended as examples of how a given Intel- based product, in the specified circumstances and configurations, may affect future costs and provide cost savings. Circumstances will vary. Intel does not guarantee any costs or cost reduction. Intel does not control or audit third-party benchmark data or the web sites referenced in this document. You should visit the referenced web site and confirm whether referenced data are accurate. Intel technologies’ features and benefits depend on system configuration and may require enabled hardware, software or service activation. Performance varies depending on system configuration. No computer system can be absolutely secure. Check with your system manufacturer or retailer or learn more at intel.com. Intel disclaims all express and implied warranties, including without limitation, the implied warranties of merchantability, fitness for a particular purpose, and non-infringement, as well as any warranty arising from course of performance, course of dealing, or usage in trade. Intel, the Intel logo, the Intel Inside logo, Intel Core, Intel Movidius, Intel Nervana, Intel nGraph, Intel Optane, Intel Saffron, Itanium, Xeon, and Xeon Phi are trademarks of Intel Corporation in the U.S. and/or other countries. *Other names and brands maybe claimed as the property of others. © 2018 Intel Corporation.

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