1 Microsoft s SQL Server Parallel Data Warehouse Provides High Performance and Great Value Published by: Value Prism Consulting Sponsored by: Microsoft Corporation Publish date: March 2013 Abstract: Data Warehouse appliances may be difficult to compare and contrast, given that the different preconfigured solutions come with a variety of available storage and other specifications. Value Prism Consulting, a management consulting firm, was engaged by Microsoft Corporation to review several data warehouse solutions, to compare and contrast several offerings from a variety of vendors. The firm compared each appliance based on publicly-available price and specification data, and on a price-to-performance scale, Microsoft s SQL Server 2012 Parallel Data Warehouse is the most cost-effective appliance.
2 Disclaimer Every organization has unique considerations for economic analysis, and significant business investments should undergo a rigorous economic justification to comprehensively identify the full business impact of those investments. This analysis report is for informational purposes only. VALUE PRISM CONSULTING MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS DOCUMENT Value Prism Consulting, LLC. All rights reserved. Product names, logos, brands, and other trademarks featured or referred to within this report are the property of their respective trademark holders in the United States and/or other countries. Complying with all applicable copyright laws is the responsibility of the user. Without limiting the rights under copyright, no part of this report may be reproduced, stored in or introduced into a retrieval system, or transmitted in any form or by any means (electronic, mechanical, photocopying, recording, or otherwise), or for any purpose, without the express written permission of Microsoft Corporation. Microsoft may have patents, patent applications, trademarks, copyrights, or other intellectual property rights covering subject matter in this analysis. Except as expressly provided in any written license agreement from Microsoft, the furnishing of this analysis does not give you any license to these patents, trademarks, copyrights, or other intellectual property of Microsoft. ii
3 CONTENTS Executive Summary... 1 Introduction... 2 Price Comparisons... 4 Total Price... 7 Total User Storage and Compression... 9 Processors and Cores Input/Output Speed Conclusion Appendix iii
4 EXECUTIVE SUMMARY Enterprise Data Warehouse (EDW) solutions have become less expensive and easier to install and manage, especially with vendors providing preconfigured hardware plus software appliance solutions. This whitepaper is meant to be an aid to organizations looking to compare and contrast similar appliances from these vendors, before investing in a data warehouse appliance. Value Prism Consulting, a management consulting firm, was engaged by Microsoft Corporation to review several data warehouse solutions. The firm conducted a survey of publicly-available price and specification data for each appliance in this study. Enterprise data warehouse appliances from EMC, IBM, Microsoft, Teradata, and Oracle were reviewed and compared. Price-to-performance comparisons have been collected and summarized across each vendor two based on storage (compressed and uncompressed user-available storage, as a factor of price) and two based on performance (number of cores and GB standard memory, again as a factor of price). In the Figure 1 chart, results closer to the center show lower cost-options. In all four cases Microsoft has the lowest ratio, showing they are a high-performing and economic data warehousing appliances. Teradata was a close second in many categories; IBM and EMC were next; and Oracle was, in most cases, not just last, but much more expensive based on both total cost and cost ratios. Care should always be taken in assessing the best solution for your situation. This comparison is based on the public retail price and publicly available specification metrics. Individual vendors offer different discounts and volume price breaks, so results may be different than the ones listed here. Price per TB User-Available Storage (compressed) Oracle Figure 1: Price-to-Performance Ratios Across Multiple Storage and Performance Metrics (prices in U.S. dollars, in thousands) Price per GB Memory Price per TB User- Available Storage (uncompressed) $20 IBM $40 EMC Teradata Price per Database Core Microsoft (either HP or Dell) 1
5 INTRODUCTION Data warehouse appliances provide customers with a simpler way to buy, as a preconfigured, optimized, and often single-priced package of: Software required to run the appliance, including server operating system, database software, and data management tools, and Hardware components required to run the appliance, including the box, disk drives, memory, network connectivity, and processors. Most everything is packaged and preconfigured, ready for the customer to plug in and start using immediately (or at least the with an expectation of a minimum of setup). By-and-large, purchasing is also a simpler process as a fixed set of software and hardware if not a single SKU, at least a short list of hardware and software products with a minimum of options for easy ordering. Customers can often pick an appliance and expect it will be nearly ready to plug and play with much less setup and configuration than a custom solution that could take many months. In a study commissioned by Microsoft, several primary Enterprise Data Warehouse (EDW) appliances, each from one of five leading vendors, have been reviewed, summarized, and compared. Each vendor provides via its Website an appliance datasheet that has been used as the primary source for specification data (such as storage, cores, etc.). List pricing and other details are cited specifically, and are also taken from public sources. For each vendor, one leading EDW appliance (if they offer more than one) was selected for comparison the one exception is Microsoft, with an option to include appliance hardware from either Dell or HP; both appliance specifications are included and discussed. High Performance appliances were selected for consistent comparison. Full-rack pricing and specifications were used to ensure standard comparison. The appliances detailed in this whitepaper are listed in the sidebar. The full rack appliances from these five vendors provide a range of available storage, cores, compression, and other specifications, and are priced at a wide variety of retail list price: Appliances included: EMC Greenplum Data Computing Appliance (Standard Module) fault/files/2012_0419_emc_gp_dca _Computing_Appliance.pdf IBM PureData System for Analytics N /ssi/ecm/en/imd14400usen/imd144 00USEN.PDF Microsoft SQL Server 2012 Parallel Data Warehouse (PDW), with hardware from HP or Dell Oracle Exadata Database Machine X3-2 (SC) /database/exadata-db-machine-x pdf Teradata Data Warehouse Appliance 2690 (600 GB disks) /Teradata-Data-Warehouse- Appliance-2690/ 2
6 Vendor and Appliance Memory (GB) Total Cores Compression User Storage (TB, Compressed) List Price EMC Greenplum Data Computing Appliance to $2,000,000 IBM PureData System for Analytics N n/a to $1,599,000 Microsoft SQL Server 2012 Parallel Data 2, to $1,569,970 Warehouse 1 Oracle Exadata Database Machine X3-2 2, to $13,580,000 Teradata Data Warehouse Appliance to $1,168,000 With the appliance model, it is harder to compare and contrast similar solutions such as these, especially when vendors make various claims in each of their public datasheets (as listed above, with URLs). IBM says it is a low cost option with low total cost of ownership. Greenplum claims the Best price/performance ratio in the industry. Teradata says the 2690 is The best price for performance appliance in the marketplace. And Oracle, on its Exadata Web Page, says Extreme Performance, Lowest Cost. i EDW appliances highlight key aggregate metrics, but the underlying hardware and software features can impact purchase decisions. Summary metrics, list price, total user storage space (compressed and uncompressed), and performance were compared. To make a more accurate comparison, these solutions were also measured against several price-to-performance ratios: Price per terabyte of compressed and uncompressed user space is used as a price/value approximation that can help provide more comparison details when the amount of user space and compression ratios are not the same across all appliances. Price per database core and gigabyte of memory were also used, as more performance-related metrics. Based on this comparison, Microsoft s SQL Server 2012 Parallel Data Warehouse appliances provide the most cost-effective solution in terms of total cost, as well as being the top performers in every price-to-performance metric comparison. In addition to being cost-effective, Microsoft s PDW solutions include: A proven, scalable, and pre-configured hardware and software solution. High performance networking. A complete data warehouse solution, with Microsoft BI tools such as HDInsight and Analysis Services, and integration support for many third-party solutions. Hardware choice options between HP and Dell. 3 1 This is a representative list price that combines Microsoft software list price and hardware list price from Dell or HP. As hardware prices will vary dependent on which hardware vendor chosen, take this list price as guidance and not law.
7 NOTE: This comparison is based on the list price and publicly available metrics. Each unique customer discount situation will be different, and more information (and customization) is likely available from each vendor so the comparison may be different than the one using only list prices and specifications. Appliance price is only part of the cost consideration. Customers should carefully evaluate licensing offers as well as installation, migration, and on-going management cost before making a decision. PRICE COMPARISONS The appliances have varying numbers of drives, cores, and user storage, so simply looking at total price is not a reasonable comparison. To provide additional comparison perspectives, the following scaled metrics have been calculated and presented. The first two are related to total appliance size, the other two are related to appliance power and performance. While the first (price per terabyte of compressed, user-available storage) is the standard Data Warehouse comparison metric, reviewing and considering all four should provide a more complete analysis. The four metrics are: Price per terabyte of compressed user-available storage, as a measure of the value of useable storage space. This includes any compression factors that each vendor provides compression shrinks the amount of space data takes, allowing organizations to make better use of existing hardware so that more data can be stored on each drive and I/O transactions are smaller. Price per terabyte of uncompressed user-available storage, as an additional measure of the value of useable storage. Since each organization provides different compression technologies and recommendations (and each organization decides on their own compression factor), this allows a comparison regardless of compression. Price per database core, as one measure of performance. As more cores provide capacity for more concurrent database and server tasks. Price per gigabyte of memory, as a second measure of performance. Since memory is able to store information in a quickly-accessible place, more memory means more information can be stored without having to write to a disk, which means transactions can be processed more quickly. Across all four metrics, Microsoft SQL Server 2012 Parallel Data Warehouse appliances provide the best price-to-performance ratio. The storage, performance, and price metrics are then given individual detail in the following sections. The conclusions discussed in this section are based on pricing and specification data covered and referenced in later sections. Refer to those for background information and links to source materials. 4
8 Price per Terabyte (TB) of Compressed User-Available Storage For price-to-compressed-storage for full-rack appliances, both Microsoft options are the lowest at a little more than U.S. $4,000. That is nearly two times better than the next option, four times better than average, and seven times better than Oracle, based on retail prices. Oracle s high software price (as detailed in the Total Price section) is greatly offset by its 10-to-1 compression ratio (at least twice as high as any other appliances), but is still the most expensive option on a price/user-available-storage (compressed) comparison (as detailed in the Compression metrics section). Vendor User Available Storage (Compressed, in TB) Price per TB of User-Available Storage (Compressed) EMC 144 $13,889 IBM 128 $12,492 Microsoft 340 $4,618 Oracle 450 $30,178 Teradata 146 $8,000 Price per Terabyte of Uncompressed User-Available Storage Uncompressed user-available storage for a full-rack appliance is included to provide perspective of total useful storage provided outside of compression. Microsoft appliances again outdistance the competition with a much better price-per-terabyte ratio, about three to four times better than the median and average, and about seven times better than Oracle, based on retail pricing. Vendor User Available Storage (Uncompressed, in TB) Price per TB of User-Available Storage (Uncompressed) EMC 36 $55,556 IBM 32 $49,969 Microsoft 68 $23,088 Oracle 45 $301,778 Teradata 37 $32,000 5
9 Price per Database Core With more cores, database applications and virtual machines run more efficiently, meaning that databases can handle a large user load and manage new data collection, while still providing high performance results. So more is better, but with data warehouse appliances that can scale by adding more modules or racks, even more important is price per core. Note that the number of cores is not exactly correlated with higher price some licenses are not required for every core, but price-per-databasecore provides a view into the performance of each appliance as a factor of total price. When viewed in relation to price for full-rack appliances, Microsoft appliances again lead the pack, followed closely by Teradata, and IBM not far behind. Microsoft is nearly three times better than average, and almost ten times better than Oracle, based on retail pricing. Vendor Database Cores Price per Database Core EMC 48 $41,667 IBM 112 $14,277 Microsoft 144 $10,903 Oracle 128 $106,094 Teradata 96 $12,167 6
10 Price per Gigabyte (GB) of Memory Like cores, the amount of memory included in a full-rack appliance is a significant indicator of potential performance. Large amounts of memory allow for faster processing of data by keeping more information in memory to be processed, instead of having to make read/write calls to the hard drive. Memory is much more expensive than disk drives (for equal units of storage), so in addition to the storage ratios above, it is important to include price/memory ratio comparison as well. Again, Microsoft appliances provide better value over others, at more than two times better than the next best option, four times better than average, and ten times better than Oracle, based on retail pricing. Note: IBM does not provide this metric in its appliance datasheet. Vendor GB of Memory Price per GB of Memory EMC 768 $2,604 IBM n/a n/a Microsoft 2,304 $681 Oracle 2,048 $6,631 Teradata 768 $1,521 TOTAL PRICE The total price of each full-rack appliance with high performance disks is based on publicly-available information directly from the vendor, from a reseller that has listed appliance pricing, or if necessary from news or blog organizations that have published price estimates. Total retail price for each appliance, along with the pricing source, is listed here. URLs for each price source are listed in the Appendix. All prices are listed in U.S. dollars. 7
11 Vendor EMC IBM Microsoft Oracle Teradata Appliance Retail Price Appliance Price Source $2,000,000 InformationWeek news article from October 2010 ii $1,599,000 Gemini licensing website, an IBM partner (includes install and 12 months support) iii $1,569,970 Microsoft ( also includes installation and support) $13,580,000 Oracle s hardware iv and software v Pricing Sheets $1,168,000 Teradata s Pricing Brochure vi (unspecified support time plus installation are included) Oracle Software packages and per-core pricing for each Most appliances include both software and hardware only Oracle and Microsoft break out the retail pricing details between software and hardware. Microsoft SQL Server 2012 Parallel Data Warehouse can be purchased with hardware from HP or Dell. Vendor Software Price Hardware Price Microsoft $1,003,970 $566,000 Oracle $12,480,000 vii $1,100,000 viii 8 The price estimates listed above are derived based on the following sources and assumptions: EMC does not publish pricing information. At the time the appliance launched, InformationWeek published an article which stated, Prices will start at [U.S.]$1 million for a half-rack appliance with 18-terabytes of user-available storage. ix For a full rack, the EMC Greenplum Data Computing Appliance Cluster comes with 36TB, so the U.S. $1 million estimate is multiplied by two, though software and hardware pricing details were not provided in the article. It is possible that the U.S. $1 million estimate is for a lighter appliance option (as full specs were not listed in the article), so the appliance included in this whitepaper may be more expensive. However, as a conservative estimate the U.S. $1 million (per half-rack) has been used. x IBM also does not publish pricing information; however, Gemini, an IBM partner, sells the IBM Puredata System for Analytics N Appliance and lists IBM List pricing as shown above. xi While Gemini s site lists slightly discounted pricing, the IBM List retail pricing has been used since all other vendor appliances are listed with retail pricing (and even if Gemini s discount was used, it would not impact the results). Gemini s pricing does state that 12 months of support plus installation services are included; it is assumed this is also included in IBM s list price. Microsoft s pricing is based on retail software pricing, as well as the hardware appliance cost. Microsoft SQL Server 2012 Parallel Data Warehouse has the option of hardware from two different vendors, Dell and HP.
12 Oracle provides a full price list on their Website. An Exadata price list is provided covering appliance hardware xii, and the Exadata 3-2 Datasheet xiii identifies a number of software licenses required to run the appliance. This list was used to refer to the software price list xiv to total up software license pricing, as show in the table to the right. o Oracle lists software license prices per core, and then references the o Oracle Processor Core Factor Table xv to check if there is a factor to adjust the number of cores based on the specific processor type/family to be considered for software license purposes (factors range from 0.25 to 1.0). For Xeon processors, the core factor is 0.5. The Oracle Exadata 3-2 appliance includes 128 database cores, so the total software license cost is calculated as: U.S. $196,000 x 128 x 0.5 = U.S. $12,544,000. Teradata does provide pricing, but only very generally. For the Teradata Data Warehouse Appliance 2690 xvi (the 2000 Family ), Teradata lists a price of U.S. $32,000 per TB of uncompressed, user available storage xvii, so U.S. $32,000 x 36.5 TB = U.S. $1,168,000. Oracle DB Enterprise $47,500 RAC $23,000 Partitioning $11,500 Advanced Compression $11,500 Advanced Security $11,500 Active Data Guard $10,000 GoldenGate $17,500 RAT $11,500 OLAP $23,000 BI Standard Ed $23,000 Enterprise Manager $5,000 Oracle Linux Total Software Cost per Core Included $195,000 TOTAL USER STORAGE AND COMPRESSION Each appliance provides about the same amount of total uncompressed storage, around 100TB, except for Microsoft appliances, which come with 288 terabytes of total storage (i.e., the number of hard drives multiplied by the size per hard drive; this includes space taken by the system for software such as the operating system, database, and data tools). But what is more important, and what varies across the appliances, is the amount of user-available storage and the estimate of reasonable compression. Oracle pricing, as listed in its "Oracle Technology Global Price List," provides details on each software application and add on. The column for "Processor License" is listed above (though actually the pricing is per-core). The above per-core price is multipled by the number of cores, which itself is adjusted based on the Oracle Processor Core Factor Table. Vendor User Available Storage Uncompressed (TB) User Available Storage Compressed (TB) EMC IBM Microsoft Oracle Teradata In storage provided in a full rack, Microsoft is the top, or among the top, in both categories and, as described above, significantly outperforms all other vendors in priceto-storage ratios. The storage estimates for each appliance are listed in the table above. Teradata does not list a specific compression metric in their datasheet specs and marketing materials, but in its pricing datasheet it lists a compression range of 50% to 80%, or in ratio form, from 2:1 to 5:1. xviii As 5:1 is the maximum, an efficient (i.e., that 9
13 won t likely overly impact performance) compression of 4:1 is used in this whitepaper. The compression estimates for each vendor are listed in the table to the right. Oracle lists a 10-15:1 compression based on proprietary compression processes xix. Again, an efficient compression (but not detrimental to performance) of 10:1 is used in this whitepaper. Most user available storage for a full-rack implementation is TB, except for Oracle with higher compression providing 450 TB and Microsoft appliances based on larger 1TB high performance drives with a 5-to-1 compression ratio providing 302 TB (for HP) or 340 TB (for Dell). Estimated Compression Ratios for each Vendor EMC 4 to 1 IBM 4 to 1 Microsoft 5 to 1 Oracle 10 to 1 Teradata 4 to 1 In addition to the appliance brochure, IBM provides some storage specs in its S-Blade datasheet. xx PROCESSORS AND CORES Database processors and cores provide the engines for running data management and analysis tasks. Vendors that separate software and hardware pricing license software on a per-core basis, so that is what is detailed here. As detailed above, Microsoft appliances are as good or outperform all other vendors, and provides as many or more cores than the other vendors. The number of cores included in a full-rack appliance from each vendor is listed in the table to the right. Vendor Cores EMC 48 IBM 112 Microsoft 144 Oracle 128 Teradata 96 INPUT/OUTPUT SPEED Microsoft again provides high-performance with faster I/O bandwidth as Oracle, but at a much better price-to-performance ratio versus the alternatives (that provide this information). While I/O Bandwidth was only provided by 3 of 5 vendors, and thus not included in the price-to-performance overview above, it s an important enough performance metric to include and discuss, as an indicator of throughput performance capabilities both in total and as a factor of price. Vendor Input/Output (I/O) Bandwidth (GB/sec) Price per GB of I/O Bandwidth (per sec) EMC 24 $83,333 IBM n/a n/a Microsoft 108 $14,537 Oracle 100 $136,440 Teradata n/a n/a 10
14 CONCLUSION Overall, Microsoft not only provides data warehouse appliances that are competitively priced compared to other options, but also the best price-to-performance value. 11
15 APPENDIX 12 Methodology: In a study commissioned by Microsoft, similar EDW appliances from five leading vendors have been reviewed, summarized, and compared, based on publicly-available pricing and solution specification information. They are: Microsoft SQL Server 2012 Parallel Data Warehouse, with hardware provided by HP or Dell Oracle Exadata Database Machine X3-2 (SC) Teradata Data Warehouse Appliance 2690 (600 GB disks) EMC Greenplum Data Computing Appliance (Standard Module) IBM PureData System for Analytics N These solutions were chosen as some of the top vendors and appliances discussed in the February, 2011 Forrester Wave report on enterprise data warehousing platforms. xxi Teradata s Data Warehouse Appliance 2690 is used, which is a newer version of Data Warehouse Appliance 2650 listed in the Forrester report. High Performance or Standard (as opposed to High Capacity) appliance options were selected for consistent comparison. Full racks were compared, to ensure standard comparisons across large-capacity appliances. Summary metrics, list price, total user storage space (compressed and uncompressed), and performance (if made public) were compared. Price per terabyte of user space is used as a price/value approximation that can help provide more comparison details when the amount of user space is not the same across all appliances. Comparisons are based on the list price and publicly available metrics. Each discussion with your vendor and their customer discount situation will be different, and more information (and customization) is likely available from each vendor. Individual results may be different than the ones listed here which use only list prices and specifications. Appliance price is only part of the cost considerations. Customer should carefully evaluate installation, migration, and on-going management cost before making a decision. About Value Prism Consulting Value Prism Consulting is a valuation and management consulting firm that provides services to a broad range of clients worldwide. Our Management Consulting Practice assists clients with business case development and decision support analysis. Our solutions measure the results of various options related to business process improvement, capital and major budget-spending decisions, including infrastructure upgrades, and the value of new product introductions. Visit for more information.
16 Sources: i Oracle. ii InfoWeek. (2010, October 13). EMC Intros Backup-Savvy Greenplum Appliance. iii Gemini. (2011). PureData System Analytics N iv Oracle. (2012, December 4). Oracle Engineered Systems Price List. v Oracle. (2012, December 18). Oracle Technology Global Price List. vi Teradata. (2012). Teradata Purpose-Built Platform Pricing. Pricing-eb5496 vii Oracle. Oracle Technology Global Price List. viii Oracle. Oracle Engineered Systems Price List. ix Infoweek x EMC. (2012). EMC Greenplum Data Computing Appliance. mputing_appliance.pdf xi Gemini. (2011). PureData System Analytics N xii Oracle. Oracle Engineered Systems Price List. xiii Oracle. (2012). Oracle Exadata Database Machine pdf xiv Oracle. Oracle Technology Global Price List. xv Oracle. (2009, March 16). Oracle Processor Core Factor Table pdf xvi Teradata. (2012). Teradata Data Warehouse Appliance / xvii Teradata. (2012). Teradata Purpose-Built Platform Pricing. xviii Teradata. (2012). Teradata Purpose-Built Platform Pricing. xix Oracle. (2012, November). Hybrid Columnar Compression (HCC) on Exadata pdf 13
17 xx IBM. (2012). BladeCenter S Chassis ibm.com/systems/bladecenter/hardware/chassis/blades/index.html xxi Forrester. (2011, February 10). The Forrester Wave : Enterprise Data Warehousing Platforms, Q
Microsoft Analytics Platform System Delivers Best TCO-to-Performance Published by: Value Prism Consulting Sponsored by: Microsoft Corporation Publish date: September 2014 Abstract: Data Warehouse and modern
Dell Hybrid Cloud System for Microsoft CPS Standard Delivers Best Price-to-Performance Published by: Value Prism Consulting Sponsored by: Dell Corporation Publish date: December 2015 Abstract: Converged
FlexPod Datacenter with Microsoft Private Cloud Excels in Price-to-Performance Comparison Published by: Value Prism Consulting Sponsored by: Microsoft Corporation Publish date: April 2015 Abstract: The
Dell and Nutanix deliver a Cost Effective Web-scale Hyper-converged Appliance with Microsoft Private Cloud Published by: Value Prism Consulting Sponsored by: Microsoft Corporation Publish date: May 2015
Oracle Exadata Database Machine for SAP Systems - Innovation Provided by SAP and Oracle for Joint Customers Masood Ahmed EMEA Infrastructure Solutions Oracle/SAP Relationship Overview First SAP R/3 release
Navigating the Enterprise Database Selection Process: A Comparison of RDMS Acquisition Costs Abstract Companies considering a new enterprise-level database system must navigate a number of variables which
Main Memory Data Warehouses Robert Wrembel Poznan University of Technology Institute of Computing Science Robert.Wrembel@cs.put.poznan.pl www.cs.put.poznan.pl/rwrembel Lecture outline Teradata Data Warehouse
SUN ORACLE DATABASE MACHINE FEATURES AND FACTS FEATURES From 2 to 8 database servers From 3 to 14 Sun Oracle Exadata Storage Servers Up to 5.3 TB of Exadata QDR (40 Gb/second) InfiniBand Switches Uncompressed
Server Consolidation with SQL Server 2008 White Paper Published: August 2007 Updated: July 2008 Summary: Microsoft SQL Server 2008 supports multiple options for server consolidation, providing organizations
SUN ORACLE DATABASE MACHINE FEATURES AND FACTS FEATURES From 1 to 8 database servers From 1 to 14 Sun Oracle Exadata Storage Servers Each Exadata Storage Server includes 384 GB of Exadata Smart Flash Cache
SYSTEM X SERVERS SOLUTION BRIEF Maximum performance, minimal risk for data warehousing Microsoft Data Warehouse Fast Track for SQL Server 2014 on System x3850 X6 (95TB) The rapid growth of technology has
Scalability Microsoft Dynamics GP 10.0 Benchmark Performance: Advantages of Microsoft SQL Server 2008 with Compression White Paper May 2009 Contents Introduction... 3 Summary Results... 3 Benchmark Test
An Oracle White Paper June 2012 High Performance Connectors for Load and Access of Data from Hadoop to Oracle Database Executive Overview... 1 Introduction... 1 Oracle Loader for Hadoop... 2 Oracle Direct
Microsoft Analytics Platform System Solution Brief Contents 4 Introduction 4 Microsoft Analytics Platform System 5 Enterprise-ready Big Data 7 Next-generation performance at scale 10 Engineered for optimal
The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material,
Database Machine Extreme Extraordinary Exciting By Craig Moir of MyDBA March 2011 Exadata & Exalogic What is it? It is Hardware and Software engineered to work together It is Extreme Performance Application-to-Disk
SYSTEM X SERVERS SOLUTION BRIEF Minimize cost and risk for data warehousing Microsoft Data Warehouse Fast Track for SQL Server 2014 on System x3850 X6 (55TB) Highlights Improve time to value for your data
An Introduction to the HP Business Decision Appliance January 2011 Contents An Introduction to the HP Business Decision Appliance... 1 Executive Summary... 3 Challenges for Users... 3 Challenges for IT...
SQL Server Business Intelligence on HP ProLiant DL785 Server By Ajay Goyal www.scalabilityexperts.com Mike Fitzner Hewlett Packard www.hp.com Recommendations presented in this document should be thoroughly
Kronos Workforce Central 6.1 with Microsoft SQL Server: Performance and Scalability for the Enterprise Providing Enterprise-Class Performance and Scalability and Driving Lower Customer Total Cost of Ownership
WHITE PAPER OCTOBER 2008 Total cost of ownership (TCO) of Dell, HP, and TCO comparison Dell Inc. (Dell) commissioned Principled Technologies (PT) to compare the total cost of ownership (TCO) of three blade
Big Data and Its Impact on the Data Warehousing Architecture Sponsored by SAP Speaker: Wayne Eckerson, Director of Research, TechTarget Wayne Eckerson: Hi my name is Wayne Eckerson, I am Director of Research
infrastructure (WX 2 and blade server Kognitio provides solutions to business problems that require acquisition, rationalization and analysis of large and/or complex data The Kognitio Technology and Data
Expert Oracle Exadata Kerry Osborne Randy Johnson Tanel Poder Apress Contents J m About the Authors About the Technical Reviewer a Acknowledgments Introduction xvi xvii xviii xix Chapter 1: What Is Exadata?
SUN ORACLE EXADATA STORAGE SERVER KEY FEATURES AND BENEFITS FEATURES 12 x 3.5 inch SAS or SATA disks 384 GB of Exadata Smart Flash Cache 2 Intel 2.53 Ghz quad-core processors 24 GB memory Dual InfiniBand
An Oracle White Paper May 2011 Exadata Smart Flash Cache and the Oracle Exadata Database Machine Exadata Smart Flash Cache... 2 Oracle Database 11g: The First Flash Optimized Database... 2 Exadata Smart
SQL Server 2012 Parallel Data Warehouse Solution Brief Published February 22, 2013 Contents Introduction... 1 Microsoft Platform: Windows Server and SQL Server... 2 SQL Server 2012 Parallel Data Warehouse...
RED HAT ENTERPRISE VIRTUALIZATION PERFORMANCE: SPECVIRT BENCHMARK AT A GLANCE The performance of Red Hat Enterprise Virtualization can be compared to other virtualization platforms using the SPECvirt_sc2010
Microsoft Dynamics AX 2012 Integration points: Project management and accounting and other Microsoft Dynamics AX 2012 modules White Paper This document provides an overview of the ways that the Project
Bringing Big Data into the Enterprise Overview When evaluating Big Data applications in enterprise computing, one often-asked question is how does Big Data compare to the Enterprise Data Warehouse (EDW)?
White Paper Dell Microsoft Business Intelligence and Data Warehousing Reference Configuration Performance Results Phase III Performance of Microsoft SQL Server 2008 BI and D/W Solutions on Dell PowerEdge
Big Data Technologies Compared June 2014 Agenda What is Big Data Big Data Technology Comparison Summary Other Big Data Technologies Questions 2 What is Big Data by Example The SKA Telescope is a new development
EMC Unified Storage for Microsoft SQL Server 2008 Enabled by EMC CLARiiON and EMC FAST Cache Reference Copyright 2010 EMC Corporation. All rights reserved. Published October, 2010 EMC believes the information
David Chappell SELLING PROJECTS ON THE MICROSOFT BUSINESS ANALYTICS PLATFORM A PERSPECTIVE FOR SYSTEMS INTEGRATORS Sponsored by Microsoft Corporation Copyright 2014 Chappell & Associates Contents Business
News and trends in Data Warehouse Automation, Big Data and BI Johan Hendrickx & Dirk Vermeiren Extreme Agility from Source to Analysis DWH Appliances & DWH Automation Typical Architecture 3 What Business
SAS 9.4 Guide to Software Updates SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2013. SAS 9.4 Guide to Software Updates. Cary, NC: SAS Institute
HP Oracle Database Platform / Exadata Appliance Extreme Data Warehousing Shyam Varan Nath President, Oracle BIWA SIG & Founder Exadata SIG (http://oracleexadata.org) South Florida Oracle User Group March
Oracle Database - Engineered for Innovation Sedat Zencirci Teknoloji Satış Danışmanlığı Direktörü Türkiye ve Orta Asya Oracle Database 11g Release 2 Shipping since September 2009 126.96.36.199 Patch Set now
ORACLE EXADATA DATABASE MACHINE X2-8 FEATURES AND FACTS FEATURES 128 CPU cores and 2 TB of memory for database processing 168 CPU cores for storage processing 2 database servers 14 Oracle Exadata Storage
Published: April 2012 Applies to: SQL Server 2012 Copyright The information contained in this document represents the current view of Microsoft Corporation on the issues discussed as of the date of publication.
Running Oracle s PeopleSoft Human Capital Management on Oracle SuperCluster T5-8 O R A C L E W H I T E P A P E R L A S T U P D A T E D J U N E 2 0 15 Table of Contents Fully Integrated Hardware and Software
Emerging Technologies Shaping the Future of Data Warehouses & Business Intelligence Appliances and DW Architectures John O Brien President and Executive Architect Zukeran Technologies 1 TDWI 1 Agenda What
Enterprise Performance Tuning: Best Practices with SQL Server 2008 Analysis Services By Ajay Goyal Consultant Scalability Experts, Inc. June 2009 Recommendations presented in this document should be thoroughly
White Paper EMC VFCACHE ACCELERATES ORACLE VFCache extends Flash to the server FAST Suite automates storage placement in the array VNX protects data EMC Solutions Group Abstract This white paper describes
Business Intelligence today Microsoft Business Intelligence solution What makes Microsoft BI difference Case study and Demo Gartner BI Platform Software Revenue (in $Billions) CIO Priorities: Data Analysis
MICROSOFT S ANALYTICS SOLUTIONS WITH PARALLEL DATA WAREHOUSE Parallel Data Warehouse Stefan Cronjaeger Microsoft May 2013 AGENDA PDW overview Columnstore and Big Data Business Intellignece Project Ability
Oracle on POWER with Appliance Ease Presented by: Chuck Gatecliff Chief Operations Manager William Smith Chief Architect Database Cloud Appliance Agenda Who is Vendita Technology Group? Common IT Challenges
Preface Intended Audience for This Book How This Book Is Structured xvii xviii xix Acknowledgements xxi 1 Open Source Software: Definitions and History 1 1.1 Definition of Terms 1 1.1.1 What Is Free Software?
Server Consolidation for SAP Business Solutions on Lenovo X6 Systems with X ARCHITECTURE technology and Intel Xeon E7 v2 Processors Lowering Total Cost of Ownership An Alinean White Paper Lenovo Document
Datacenter Management Optimization with Microsoft System Center Disclaimer and Copyright Notice The information contained in this document represents the current view of Microsoft Corporation on the issues
Microsoft SQL Server 2008 R2 Enterprise Edition and Microsoft SharePoint Server 2010 Better Together Writer: Bill Baer, Technical Product Manager, SharePoint Product Group Technical Reviewers: Steve Peschka,
WHITE PAPER Oracle NoSQL Database and SanDisk Offer Cost-Effective Extreme Performance for Big Data 951 SanDisk Drive, Milpitas, CA 95035 www.sandisk.com Table of Contents Abstract... 3 What Is Big Data?...
Online Transaction Processing in SQL Server 2008 White Paper Published: August 2007 Updated: July 2008 Summary: Microsoft SQL Server 2008 provides a database platform that is optimized for today s applications,
System Requirements for Microsoft Dynamics NAV 2013 R2 February 2014 Contents 3 System Requirements for the Microsoft Dynamics NAV Windows Client 3 Web Client 4 System Requirements for Microsoft Dynamics
BIG DATA APPLIANCES July 23, TDWI R Sathyanarayana Enterprise Information Management & Analytics Practice EMC Consulting 1 Big data are datasets that grow so large that they become awkward to work with
August 2013 MANAGEMENT BRIEF Cost/Benefit Case for IBM PureData System for Analytics Comparing Costs and Time to Value with Oracle Exadata Database Machine X3 International Technology Group 609 Pacific
Server Consolidation for SAP ERP on IBM ex5 enterprise systems with Intel Xeon Processors: Lowering Total Cost of Ownership An Alinean White Paper Published by: Alinean, Inc. 201 S. Orange Ave Suite 1210
ORACLE BUSINESS INTELLIGENCE, ORACLE DATABASE, AND EXADATA INTEGRATION EXECUTIVE SUMMARY Oracle business intelligence solutions are complete, open, and integrated. Key components of Oracle business intelligence
Dell One Identity Manager Scalability and Performance Scale up and out to ensure simple, effective governance for users. Abstract For years, organizations have had to be able to support user communities
Converged storage architecture for Oracle RAC based on NVMe SSDs and standard x86 servers White Paper rev. 2015-11-27 2015 FlashGrid Inc. 1 www.flashgrid.io Abstract Oracle Real Application Clusters (RAC)
DELL s Oracle Database Advisor Underlying Methodology A Dell Technical White Paper Database Solutions Engineering By Roger Lopez Phani MV Dell Product Group January 2010 THIS WHITE PAPER IS FOR INFORMATIONAL
High Performance SQL Server with Storage Center 6.4 All Flash Array Dell Storage November 2013 A Dell Compellent Technical White Paper Revisions Date November 2013 Description Initial release THIS WHITE
Oracle Fusion Middleware Installation Guide for Oracle Business Intelligence 11g Release 1 (11.1.1) E10539-05 February 2013 Explains how to install and deinstall Oracle Business Intelligence products (including
IBM PureApplication System for IBM WebSphere Application Server workloads Use IBM PureApplication System with its built-in IBM WebSphere Application Server to optimally deploy and run critical applications
Information management software solutions Maximize the value of your data by implementing analytics, improving data management efficiency and facilitating integration 2013 Dell, Inc. ALL RIGHTS RESERVED.
IBM PureData System for Operational Analytics An integrated, high-performance data system for operational analytics Highlights Provides an integrated, optimized, ready-to-use system with built-in expertise
Advisory Infrastructure Matters: POWER8 vs. Xeon x86 Executive Summary This report compares IBM s new POWER8-based scale-out Power System to Intel E5 v2 x86- based scale-out systems. A follow-on report
An Oracle White Paper November 2010 Backup and Recovery with Oracle s Sun ZFS Storage Appliances and Oracle Recovery Manager Introduction...2 Oracle Backup and Recovery Solution Overview...3 Oracle Recovery
Overview: X5 Generation Database Machines Spend Less by Doing More Spend Less by Paying Less Rob Kolb Exadata X5-2 Exadata X4-8 SuperCluster T5-8 SuperCluster M6-32 Big Memory Machine Oracle Exadata Database
DEPLOYMENT ROADMAP March 2015 Copyright and Disclaimer This document, as well as the software described in it, is furnished under license of the Instant Technologies Software Evaluation Agreement and may
Deploying Fusion Middleware in a 100% Virtual Environment Using OVM ANDY WEAVER FISHBOWL SOLUTIONS, INC. i Fishbowl Solutions Notice The information contained in this document represents the current view
Performance benefit of MAX5 for databases The MAX5 Advantage: Clients Benefit running Microsoft SQL Server Data Warehouse (Workloads) on IBM BladeCenter HX5 with IBM MAX5 Vinay Kulkarni Kent Swalin IBM
Is there any alternative to Exadata X5? March 2015 Contents 1 About Benchware Ltd. 2 Licensing 3 Scalability 4 Exadata Specifics 5 Performance 6 Costs 7 Myths 8 Conclusion copyright 2015 by benchware.ch
ZBDB Scaling Your Data to the Cloud Technical Overview White Paper POWERED BY Overview ZBDB Zettabyte Database is a new, fully managed data warehouse on the cloud, from SQream Technologies. By building
Maximizing Backup and Restore Performance of Large Databases - 1 - Forward (from Meta Group) Most companies critical data is being stored within relational databases. Over 90% of all mission critical systems,
VMware Backup and Deduplication Written by: Anton Gostev Product Manager Veeam Software Copyright 2005 2009 Veeam Software Inc. All rights reserved worldwide. No part of this publication may be reproduced,
Focus on the business, not the business of data warehousing! Adam M. Ronthal Technical Product Marketing and Strategy Big Data, Cloud, and Appliances @ARonthal 1 Disclaimer Copyright IBM Corporation 2014.
Accelerating Business Intelligence with Large-Scale System Memory A Proof of Concept by Intel, Samsung, and SAP Executive Summary Real-time business intelligence (BI) plays a vital role in driving competitiveness
Fact Sheet In-Memory Analysis 1 Copyright Yellowfin International 2010 Contents In Memory Overview...3 Benefits...3 Agile development & rapid delivery...3 Data types supported by the In-Memory Database...4
Database Decisions: Performance, manageability and availability considerations in choosing a database Reviewing offerings from Oracle, IBM and Microsoft 2012 Oracle and TechTarget Table of Contents Defining