Spotfire and Tableau Positioning. Summary
|
|
- Gyles Barker
- 5 years ago
- Views:
Transcription
1 Licensed for distribution Summary So how do the products compare? In a nutshell Spotfire is the more sophisticated and better performing visual analytics platform, and this would be true of comparisons made with almost all other visual analytics platforms. For quite some time Tableau offered the more attractive interface, and was possibly easier to use. However, Spotfire 7 addressed these issues, and a great deal of effort has been made to meet the challenge set by Tableau in this respect. For more advanced analytics Spotfire has once again set the benchmark, offering advanced statistical, machine learning and prescriptive analytics, in addition to the familiar visual analytics interface. Of course, users do not have to employ these more advanced tools, but some are actually very easy to use as well as being powerful. One of the most significant differentiators is the TIBCO Enterprise Runtime for R (TERR) - a high performance R execution platform that runs tens of times faster than the default R executable. Once again this emphasizes the difference between the products - Spotfire was born for high volume, complex analytics, and Tableau is currently in the process of putting the pieces in place to try and emulate this. In terms of features such as mobile support, construction of visual artifacts, collaboration, ease of use, connection to popular data sources and web services and so on, then it just becomes a matter of preference. However, Spotfire has the more sophisticated offering with performance characteristics that are very hard to beat. Spotfire was born into the world to handle complex, high volume data with ease, and provide analysis through an attractive visual interface - in other words it was an early visual analytics platform. Oddly enough, even today many contemporary visual analytics platforms struggle to accommodate the data complexity and volumes that Spotfire was handling over a decade ago, and so its pedigree has always given it an advantage over much of the competition. TIBCO has a long history of providing technologies which address process and data integration at the enterprise level. In fact everything they do is concerned with the big and the complex, and so they acquired Spotfire in 2007 once it became clear that the technology had broad appeal in financial services, life sciences and other industries such as petrochemicals. Tableau came to life as a product that commercialized research carried out at Stanford University, and was entirely focused on providing a completely visual interface for query formation and visual representation of data. Tableau however is evolving to meet the big and the complex, and some recent developments move it further in this direction - particularly the new Hyper data engine, and better integration with advanced analytics tools such as R and Python. Even so Spotfire still sets the benchmark for sophistication and performance. Both products are easy-to-use, although users still need some level of training to do anything meaningful. Copyright butleranalytics.com 1
2 Spotfire and Tableau Ratings Spotfire Tableau Average Real-time Analysis Advanced Analytics Performance Scalability Data Preparation Governance Process Integration Extensibility Developer Support Collaboration AI Support Visualization Data Connectivity Mapping Ease-of-Use Mobile Spotfire Spotfire was born into the world to handle complex, high volume data with ease, and provide analysis through an attractive visual interface - in other words it was an early visual analytics platform. Oddly enough, even today many contemporary visual analytics platforms struggle to accommodate the data complexity and volumes that Spotfire was handling over a decade ago, and so its pedigree has always given it an advantage over much of the competition. TIBCO has a long history of providing technologies which address process and data integration at the enterprise level. In fact everything they do is concerned with the big and the complex, and so they acquired Spotfire in 2007 once it became clear that the technology had broad appeal in financial services, life sciences and other industries such as petrochemicals. Copyright butleranalytics.com 2
3 Spotfire provides both analytical depth and breadth, and caters for casual, relatively superficial analysis, through to in-depth complex analysis - all through the same interface and toolset. It can be used on a stand-alone desktop, or be part of an enterprise analytics environment with live streaming data, integrated statistical analysis and predictive analytics. The analytical capability of Spotfire is tiered. Novice users, such as new or casual business users, or those with modest requirements need go no further than the first tier a drag and drop visual interface for the creation of virtually any chart, graph, map, etc. The next level is called Out-of-the-Box Advanced Analytics, and is well suited to business analysts and skilled business users. It includes the ability to incorporate statistical features into visuals, look for correlations, apply regression models and sophisticated forecasts, and cluster data to find similarities between different instances within a database. Much of this is available from a sidebar menu and simply requires users to enter the relevant parameters. The scope of Spotfire is enhanced considerably by its tight integration with the R statistical and analytical language. It also features a very fast runtime environment for R (TERR the TIBCO Enterprise Runtime for R), which overcomes the relatively poor performance of the open source platform and makes it suitable for enterprise deployment. Spotfire supports other languages such as SAS, MATLAB, KNIME, S+, and data platforms such as Spark and MapReduce databases. These capabilities mean developers can create sophisticated analytical functions that are made available to users in much the same way as any other function, and are called Data Functions within Spotfire. For very advanced functionality Spotfire can work with TIBCO StreamBase so that analytical models can be applied to real-time streaming data. This has obvious applications in the Internet of Things, and broad support is provided for Apache Spark. With its advanced analytics capabilities Spotfire is often used in businesses that must deal with technical or financial data. Energy companies, pharmaceuticals, and firms in financial services are all examples of where Spotfire finds wide usage. The platform is also surprisingly open and extendible, with various APIs and a SDK. DevOps will find the exposed APIs particularly useful. Spotfire comes in three variants: Spotfire desktop provides a stand-alone environment for users to explore their data and create visualizations and dashboards. An in-memory engine means the analysis is very fast, and for larger data sets an in-database engine can be used via various connectors. Spotfire Platform enables sharing and collaboration in an enterprise setting. It also embraces other forms of analytics including predictive, prescriptive, content (e.g. text) analytics, location analytics and real-time analytics. Only a few suppliers challenge this breadth of capability and at much higher cost. Spotfire Cloud provides full Spotfire functionality via a cloud based service. A web browser interface is used and generous cloud storage is provided for data. The speed of Spotfire is greatly enhanced by its clever memory and data management. For more modest data sets the in-memory processing ensures very high performance. Copyright butleranalytics.com 3
4 Larger data sets can be processed in-database, and a hybrid approach called On-Demand optimizes the data held in local memory and that held in the database. This is unique to Spotfire. The new Recommendations feature presents the most suitable representation of data (the actual data and not a static prototype) with just a few mouse clicks, and a redesigned data panel makes data selection and filtering straightforward. Grouping is also a new feature where similar items (a collection of products or regions for example) can be grouped together on a chart simply by dragging the mouse across them. More recent developments include an extensive data wrangling environment, a very smart chart recommendations engine, inline predictions, more scalability of the back-end architecture, KPI charts, smart inferencing of relationships between data, good interfaces to Attivio (the cognitive search platform) and new advanced analytics (automatic detection of correlations, line similarity, K-means clustering on-the-fly). Finally, the mapping capabilities of Spotfire are among the best in the industry with complex functionality such as routing coming straight out the box. Tableau Tableau has become the most widely used visual analytics platform thanks to its relentless focus on the visual paradigm, excellent sales and marketing, and significant ongoing investment in product development. The focus on visual analytics means there is no scripting language in Tableau, and every effort has been made to ensure that functionality is available via menu systems and a drag-and-drop interface. However, the world of business analytics is moving fast and converging. If Tableau had insisted on a visual only product, with no support for other forms of analytics, it would have found the market drifting away from it. More recently it has provided excellent integrations with R and python, and is in the process of rolling out a beefier analytics database engine under the name of Hyper. It was quite well known that for analysis involving several large data sets, Tableau could experience scaling problems. Hyper will alleviate this issue in many, but not all, instances. The visual environment provided by Tableau is relatively easy to use, although meaningful analysis will require some level of training. It also automates many common tasks, and while this is often useful it can sometimes assume too much - by treating a measure as a measure for example, when the user wants to treat it as a dimension. Even so users generally like the attractive interface and visuals, and Tableau has recently put great emphasis on the mapping functionality within the product. Data preparation has often been cited as a weak point in Tableau, but here again the product will soon see the addition of extra capabilities. Maestro is the name given to new functionality, and true to style Tableau is placing great emphasis on the visual interface so that users can see a real-time sample of data that reflects the transformations they are making. Tableau Desktop can connect to a wide variety of data sources and with the new Hyper data engine offers considerably increased speed and an ability to handle much larger data volumes. Resulting dashboards can be shared using Tableau Server or Tableau Online. It Copyright butleranalytics.com 4
5 comes in two editions - the Professional Edition supports more data connections and the sharing options mentioned previously. The Personal Edition has fewer data connections and results can be shared by packaging up the data and visualizations in a file. Tableau Server comes with additional facilities for managing a distributed analytics capability. It supports scheduling of data refreshes, authorization and authentication, and broadcasting of visualizations to the community of users. Mobile support includes native ipad and Android apps. Tableau Online is a cloud hosted version of Tableau Server with access through a web browser. Tableau also offers Tableau Public, which is a web based facility for creating visualizations which can then be incorporated into a web site, and Tableau Reader for viewing Tableau visualizations. All business intelligence platforms need to support more advanced forms of analytics, and Tableau has responded to this with the addition of clustering analysis within the product, and good support for R and Python. Tableau cluster analysis, a method of segmenting data based on the values of various attributes, allows users to identify how data might fit into naturally occurring clusters. The support for R is quite extensive, and for business users it can be made almost transparent. Data are passed to R via a simple script, and once R has completed processing the results are passed back to Tableau for display. Late in 2016 Tableau announced TabPy, an API that enables evaluation of Python code from within a Tableau workbook. The ability to generate a meaningful text narrative from data is also available in Tableau using platforms such as Narrative Science and WordSmith. These natural language generation tools simply take data from a Tableau chart and analyze it for significance. Analysis of sales data for example might result in a narrative showing how sales compare with previous periods, and which product groups have underperformed and those that have exceeded expectation. The Hyper database, acquired by Tableau in 2016, is the gateway to better performance, and the accommodation of streaming data. Hyper is just 7 years old and was developed at the Technical University of Munich. It possesses the rare quality of being able to handle data updates and insertions at the same time as queries. For now, Tableau is focusing on query execution and is coy when pressed on the simultaneous update capability. However, it is clear that this would support real-time streaming of data, although Tableau would need modifications to be able to display such data in real-time. Hyper will replace the Tableau Data Engine and it seems that for many queries users will see something around a ten-fold increase in query performance. These performance increases come from the nature of the Hyper data structures, but also from clever use of contemporary hardware, and particularly nvram memory. Additional cores display a linear increment in performance, and distributed query processing is likely to be a future. Copyright butleranalytics.com 5
6 Conclusion Spotfire and Tableau are wholly different products, and the choice of one over the other will depend on need. Tableau does allow users to create attractive visuals, but to a large extent it ends there. More advanced analytics can be achieved using R and Python, but Tableau is largely a stand-alone environment offering relatively poor integration with the broader business process, data and analytics environment. Spotfire on the other hand will simply go as deep as users want to go, providing full integration with business processes, and specifically the emerging Internet of Things. There is much more to business analytics than visual analysis. This is simply the user interface, or presentation layer of the analytics stack. Tableau does venture deeper into the layers to some extent with its R and Python integrations, but for now this is where it stops, and Tableau does not offer true real-time analytics. Spotfire and TIBCO on the other hand offer the full stack - visual analytics, statistical analysis, predictive analytics, machine learning, prescriptive analytics, real-time analytics, data and process integration, and TIBCO is one of only a handful of suppliers offering this level of capability. And so, the comparison with Tableau is really a comparison of apples and oranges. All but small businesses should consider a broad analytical environment, simply because there should never be any possibility of running up against the buffers. Spotfire and more broadly TIBCO offers this kind of future proof architecture. Tableau on the other hand can form part of a broad analytics capability, but other products and infrastructure will be needed. Copyright butleranalytics.com 6
Spotfire and Qlik Sense Positioning. Summary
Licensed for distribution Summary TIBCO Spotfire and Qlik Sense are two of the most prominent offerings in a new generation of business intelligence platforms. They both major on data visualization, exploration
More informationDeploying, Managing and Reusing R Models in an Enterprise Environment
Deploying, Managing and Reusing R Models in an Enterprise Environment Making Data Science Accessible to a Wider Audience Lou Bajuk-Yorgan, Sr. Director, Product Management Streaming and Advanced Analytics
More informationSpotfire: Brisbane Breakfast & Learn. Thursday, 9 November 2017
Spotfire: Brisbane Breakfast & Learn Thursday, 9 November 2017 CONFIDENTIALITY The following information is confidential information of TIBCO Software Inc. Use, duplication, transmission, or republication
More informationTIBCO Spotfire Statement of Direction. Spotfire Product Management
TIBCO Spotfire Statement of Direction Spotfire Product Management CONFIDENTIALITY The following information is confidential information of TIBCO Software Inc. Use, duplication, transmission, or republication
More informationHybrid IT for SMBs. HPE addressing SMB and channel partner Hybrid IT demands ANALYST ANURAG AGRAWAL REPORT : HPE. October 2018
V REPORT : HPE Hybrid IT for SMBs HPE addressing SMB and channel partner Hybrid IT demands October 2018 ANALYST ANURAG AGRAWAL Data You Can Rely On Analysis You Can Act Upon HPE addressing SMB and partner
More informationExtending R to the Enterprise
Extending R to the Enterprise With TIBCO Spotfire and TERR Lou Bajuk-Yorgan, Sr. Dir., Product Management, TIBCO (Edit via Slide Master) Name Job Title youremail@yourdomain.com Extending R to the Enterprise
More informationTableau Server - 101
Tableau Server - 101 Prepared By: Ojoswi Basu Certified Tableau Consultant LinkedIn: https://ca.linkedin.com/in/ojoswibasu Introduction Tableau Software was founded on the idea that data analysis and subsequent
More informationAbstract. The Challenges. ESG Lab Review InterSystems IRIS Data Platform: A Unified, Efficient Data Platform for Fast Business Insight
ESG Lab Review InterSystems Data Platform: A Unified, Efficient Data Platform for Fast Business Insight Date: April 218 Author: Kerry Dolan, Senior IT Validation Analyst Abstract Enterprise Strategy Group
More informationOracle Big Data Connectors
Oracle Big Data Connectors Oracle Big Data Connectors is a software suite that integrates processing in Apache Hadoop distributions with operations in Oracle Database. It enables the use of Hadoop to process
More informationTHE API DEVELOPER EXPERIENCE ENABLING RAPID INTEGRATION
THE API DEVELOPER EXPERIENCE ENABLING RAPID INTEGRATION Ramchandar Loganathan IBS Solution Architect Banks require application programming interface (API) capabilities to realize the significant benefits
More informationLow Friction Data Warehousing WITH PERSPECTIVE ILM DATA GOVERNOR
Low Friction Data Warehousing WITH PERSPECTIVE ILM DATA GOVERNOR Table of Contents Foreword... 2 New Era of Rapid Data Warehousing... 3 Eliminating Slow Reporting and Analytics Pains... 3 Applying 20 Years
More informationComposite Software Data Virtualization The Five Most Popular Uses of Data Virtualization
Composite Software Data Virtualization The Five Most Popular Uses of Data Virtualization Composite Software, Inc. June 2011 TABLE OF CONTENTS INTRODUCTION... 3 DATA FEDERATION... 4 PROBLEM DATA CONSOLIDATION
More informationData Visualization 101: trends, skillset and tools
Partha Padmanabhan Solutions Architect, Cisco Data Visualization 101: trends, skillset and tools A good Data Visualization is something that provides capability of envisioning the Information and Visual
More informationDATACENTER SERVICES DATACENTER
SERVICES SOLUTION SUMMARY ALL CHANGE React, grow and innovate faster with Computacenter s agile infrastructure services Customers expect an always-on, superfast response. Businesses need to release new
More informationFrom Insight to Action: Analytics from Both Sides of the Brain. Vaz Balasingham Director of Solutions Consulting
From Insight to Action: Analytics from Both Sides of the Brain Vaz Balasingham Director of Solutions Consulting vbalasin@tibco.com Insight to Action from Both Sides of the Brain Value Grow Revenue Reduce
More informationMassive Scalability With InterSystems IRIS Data Platform
Massive Scalability With InterSystems IRIS Data Platform Introduction Faced with the enormous and ever-growing amounts of data being generated in the world today, software architects need to pay special
More informationAPI, DEVOPS & MICROSERVICES
API, DEVOPS & MICROSERVICES RAPID. OPEN. SECURE. INNOVATION TOUR 2018 April 26 Singapore 1 2018 Software AG. All rights reserved. For internal use only THE NEW ARCHITECTURAL PARADIGM Microservices Containers
More informationQlik Sense Desktop. Data, Discovery, Collaboration in minutes. Qlik Sense Desktop. Qlik Associative Model. Get Started for Free
Qlik Sense Desktop Data, Discovery, Collaboration in minutes With Qlik Sense Desktop making business decisions becomes faster, easier, and more collaborative than ever. Qlik Sense Desktop puts rapid analytics
More informationPractical Introduction to SharePoint 2007
Page 1 of 6 Practical Introduction to SharePoint 2007 (By Sven Homan, Dinamika Services Inc., June 15, 2008) WHAT ON EARTH IS THAT SHAREPOINT? SharePoint coins its name from words share and point, which
More informationCloudSwyft Learning-as-a-Service Course Catalog 2018 (Individual LaaS Course Catalog List)
CloudSwyft Learning-as-a-Service Course Catalog 2018 (Individual LaaS Course Catalog List) Microsoft Solution Latest Sl Area Refresh No. Course ID Run ID Course Name Mapping Date 1 AZURE202x 2 Microsoft
More informationConverged Infrastructure Matures And Proves Its Value
A Custom Technology Adoption Profile Commissioned By Hewlett-Packard May 2013 Introduction Converged infrastructure (CI) solutions have been widely adopted by a range of enterprises, and they offer significant
More informationIntegrate MATLAB Analytics into Enterprise Applications
Integrate Analytics into Enterprise Applications Dr. Roland Michaely 2015 The MathWorks, Inc. 1 Data Analytics Workflow Access and Explore Data Preprocess Data Develop Predictive Models Integrate Analytics
More informationSOLVING THE MOBILE TESTING CONUNDRUM
SOLVING THE MOBILE TESTING CONUNDRUM Even though mobile testing is complex, it can be done successfully with the correct strategy. A sound mobile test automation strategy must include test automation frameworks,
More informationStorage Key Issues for 2017
by, Nick Allen May 1st, 2017 PREMISE: Persistent data storage architectures must evolve faster to keep up with the accelerating pace of change that businesses require. These are times of tumultuous change
More informationJAVASCRIPT CHARTING. Scaling for the Enterprise with Metric Insights Copyright Metric insights, Inc.
JAVASCRIPT CHARTING Scaling for the Enterprise with Metric Insights 2013 Copyright Metric insights, Inc. A REVOLUTION IS HAPPENING... 3! Challenges... 3! Borrowing From The Enterprise BI Stack... 4! Visualization
More informationMicroStrategy Academic Program
MicroStrategy Academic Program Creating a center of excellence for enterprise analytics and mobility. HOW TO DEPLOY ENTERPRISE ANALYTICS AND MOBILITY ON AWS APPROXIMATE TIME NEEDED: 1 HOUR In this workshop,
More informationTIBCO Spotfire Analytics Investments
TIBCO Spotfire Analytics Investments Smart Visual Analytics Be first to insight and first to action Analytics Apps at Scale Build and broadcast smart analytics Inline Data Wrangling Immerse yourself in
More informationIn-Memory Analytics with EXASOL and KNIME //
Watch our predictions come true! In-Memory Analytics with EXASOL and KNIME // Dr. Marcus Dill Analytics 2020 The volume and complexity of data today and in the future poses great challenges for IT systems.
More informationMICROSOFT AND SAUCE LABS FOR MODERN SOFTWARE DELIVERY
SOLUTIONS BRIEF MICROSOFT AND SAUCE LABS FOR MODERN SOFTWARE DELIVERY AUTOMATE TESTING WITH VISUAL STUDIO TEAM SERVICES (VSTS) AND TEAM FOUNDATION SERVER (TFS) The key to efficient software delivery is
More informationWEBMETHODS AGILITY FOR THE DIGITAL ENTERPRISE WEBMETHODS. What you can expect from webmethods
WEBMETHODS WEBMETHODS AGILITY FOR THE DIGITAL ENTERPRISE What you can expect from webmethods Software AG s vision is to power the Digital Enterprise. Our technology, skills and expertise enable you to
More informationExtract API: Build sophisticated data models with the Extract API
Welcome # T C 1 8 Extract API: Build sophisticated data models with the Extract API Justin Craycraft Senior Sales Consultant Tableau / Customer Consulting My Office Photo Used with permission Agenda 1)
More informationQLIKVIEW ARCHITECTURAL OVERVIEW
QLIKVIEW ARCHITECTURAL OVERVIEW A QlikView Technology White Paper Published: October, 2010 qlikview.com Table of Contents Making Sense of the QlikView Platform 3 Most BI Software Is Built on Old Technology
More information5 Reasons to Choose Parallels RAS Over Citrix Solutions
White Paper Parallels Remote Application Server 5 Reasons to Choose Parallels RAS Over Citrix Solutions 5 Reasons to Choose RAS Over Citrix Solutions 01 Table of Contents Introduction...3 Parallels Helps
More informationEnabling Performance & Stress Test throughout the Application Lifecycle
Enabling Performance & Stress Test throughout the Application Lifecycle March 2010 Poor application performance costs companies millions of dollars and their reputation every year. The simple challenge
More information3D in the ArcGIS Platform. Chris Andrews
3D in the ArcGIS Platform Chris Andrews Geospatial 3D is already all around us 3D is expanding the GIS community s opportunity to provide value 3D City & Infrastructure Models Generated 3D features Photogrammetrc
More informationCONSOLIDATING RISK MANAGEMENT AND REGULATORY COMPLIANCE APPLICATIONS USING A UNIFIED DATA PLATFORM
CONSOLIDATING RISK MANAGEMENT AND REGULATORY COMPLIANCE APPLICATIONS USING A UNIFIED PLATFORM Executive Summary Financial institutions have implemented and continue to implement many disparate applications
More informationADABAS & NATURAL 2050+
ADABAS & NATURAL 2050+ Guido Falkenberg SVP Global Customer Innovation DIGITAL TRANSFORMATION #WITHOUTCOMPROMISE 2017 Software AG. All rights reserved. ADABAS & NATURAL 2050+ GLOBAL INITIATIVE INNOVATION
More informationITM DEVELOPMENT (ITMD)
ITM Development (ITMD) 1 ITM DEVELOPMENT (ITMD) ITMD 361 Fundamentals of Web Development This course will cover the creation of Web pages and sites using HTML, CSS, Javascript, jquery, and graphical applications
More informationWhat Mobile Development Model is Right for You?
What Mobile Development Model is Right for You? An analysis of the pros and cons of Responsive Web App, Hybrid App I - Hybrid Web App, Hybrid App II - Hybrid Mixed App and Native App Contents Mobile Development
More informationReasons to Migrate from ProClarity to Pyramid Analytics
Reasons to Migrate from ProClarity to Pyramid Analytics ProClarity was a fabulous tool when Analysis Services first came out in 2000. It made navigation of large data much easier for the average end user.
More informationNow you can Microsoft Visual Studio 2010 with MSDN
Now you can Microsoft Visual Studio 2010 with MSDN gives your development teams the advanced functionality, superior benefits, and convenient access to the latest tools and resources they need to cost-effectively
More informationIntroduction to Customer Data Platforms
Introduction to Customer Data Platforms Introduction to Customer Data Platforms Overview Many marketers are struggling to assemble the unified customer data they need for successful marketing programs.
More informationInDesign CS4 is the sixth version of Adobe s flagship publishing tool,
What InDesign Can Do for You InDesign CS4 is the sixth version of Adobe s flagship publishing tool, a product that came into its own with the third version (CS, which stands for Creative Suite). Widely
More informationGo! Production Suite On the move editing not a problem with Go!
Go! Production Suite On the move editing not a problem with Go! Introduction In the world of news and fast turnaround program production, editing speed and accuracy is everything. Broadcast enterprises
More informationThe TIBCO Insight Platform 1. Data on Fire 2. Data to Action. Michael O Connell Catalina Herrera Peter Shaw September 7, 2016
The TIBCO Insight Platform 1. Data on Fire 2. Data to Action Michael O Connell Catalina Herrera Peter Shaw September 7, 2016 Analytics Journey with TIBCO Source: Gartner (May 2015) The TIBCO Insight Platform:
More informationNEXT GENERATION SECURITY OPERATIONS CENTER
DTS SOLUTION NEXT GENERATION SECURITY OPERATIONS CENTER SOC 2.0 - ENHANCED SECURITY O&M SOC 2.0 - SUCCESS FACTORS SOC 2.0 - FUNCTIONAL COMPONENTS DTS SOLUTION SOC 2.0 - ENHANCED SECURITY O&M SOC 2.0 Protecting
More informationFirst Utility. Deploying Axway API Gateway to secure public APIs, while enabling a low cost-to-serve
Deploying Axway API Gateway to secure public APIs, while enabling a low cost-to-serve Headquarters Warwick, UK Industry Energy Challenge needed a secure means of exposing APIs publicly and securely in
More informationNetwork Security Protection Alternatives for the Cloud
A Trend Micro White Paper May 2016 Network Security Protection Alternatives for the Cloud» A technical brief summarizing the deployment options that can be used to deploy IDS/IPS protection for cloud instances
More informationProduct Data Sheet: Ignition 8 Industrial Application Platform. A Whole New View
Product Data Sheet: Ignition 8 Industrial Application Platform A Whole New View With the powerful tools, web technologies, and next-generation visualization system we re building in Ignition 8, you ll
More informationTHE STATE OF IT TRANSFORMATION FOR TELECOMMUNICATIONS
THE STATE OF IT TRANSFORMATION FOR TELECOMMUNICATIONS An Analysis by Dell EMC and VMware Dell EMC and VMware are helping IT groups at telecommunication organizations transform to business-focused service
More informationEBOOK. Mobile Experience Virtualization: Extend Virtualized Windows Apps to Mobile
EBOOK Mobile Experience Virtualization: Extend Virtualized Windows Apps to Mobile Table of Contents The Mobilization Dilemma Mobile User Experience Virtualization is not Mobilization Mobile Experience
More informationSpotfire Data Science with Hadoop Using Spotfire Data Science to Operationalize Data Science in the Age of Big Data
Spotfire Data Science with Hadoop Using Spotfire Data Science to Operationalize Data Science in the Age of Big Data THE RISE OF BIG DATA BIG DATA: A REVOLUTION IN ACCESS Large-scale data sets are nothing
More informationAccess Application Development
d525883 Ch01.qxd 9/26/03 8:50 AM Page 9 Chapter 1 Access Application Development IN THIS CHAPTER The various versions of Access and how they differ Developing database applications with Access The future
More informationAdvances in GIS help create Smarter Communities
Advances in GIS help create Smarter Communities POP(ovich) Quiz Who is a Desktop User? Who is an ArcGIS Online User? Who is a ArcGIS Server Admin? Who is a Programmer? Who works with or for a government
More informationBacktesting in the Cloud
Backtesting in the Cloud A Scalable Market Data Optimization Model for Amazon s AWS Environment A Tick Data Custom Data Solutions Group Case Study Bob Fenster, Software Engineer and AWS Certified Solutions
More informationTaking Hyper-converged Infrastructure to a New Level of Performance, Efficiency and TCO
Taking Hyper-converged Infrastructure to a New Level of Performance, Efficiency and TCO Adoption of hyper-converged infrastructure is rapidly expanding, but the technology needs a new twist in order to
More informationIntelligence for the connected world How European First-Movers Manage IoT Analytics Projects Successfully
Intelligence for the connected world How European First-Movers Manage IoT Analytics Projects Successfully Thomas Rohrmann, Michael Probst Analytics Experience 2016, Rome #analyticsx C opyr i g ht 2016,
More informationHow APEXBlogs was built
How APEXBlogs was built By Dimitri Gielis, APEX Evangelists Copyright 2011 Apex Evangelists apex-evangelists.com How APEXBlogs was built By Dimitri Gielis This article describes how and why APEXBlogs was
More informationSoftware Requirements Specification Version 1.0 Team 3 Creation Station
Software Requirements Specification Version 1.0 Team 3 Creation Station Introduction 1.1 Purpose of the Document The purpose of this document is to define generally and specifically the requirements of
More informationEvolution For Enterprises In A Cloud World
Evolution For Enterprises In A Cloud World Foreword Cloud is no longer an unseen, futuristic technology that proves unattainable for enterprises. Rather, it s become the norm; a necessity for realizing
More informationBusiness Intelligence: MAKING DATA AGILE USING INTEGRATED TOOLS TO VISUALIZE ZEMA DATA
Business Intelligence: MAKING DATA AGILE USING INTEGRATED TOOLS TO VISUALIZE ZEMA DATA ARTICLE NOVEMBER 2017 ZEMA gives insight into the business intelligence information businesses need, anywhere, and
More informationUNLEASHING THE VALUE OF THE TERADATA UNIFIED DATA ARCHITECTURE WITH ALTERYX
UNLEASHING THE VALUE OF THE TERADATA UNIFIED DATA ARCHITECTURE WITH ALTERYX 1 Successful companies know that analytics are key to winning customer loyalty, optimizing business processes and beating their
More informationTop Priority for Hybrid IT
Make Your Enterprise Network a Top Priority for Hybrid IT Hybrid IT has become a vital element in enterprises digital transformation strategy. But putting in place a hybrid IT framework is one thing, and
More informationSeven Decision Points When Considering Containers
Market Guide Seven Decision Points When Considering Containers A Continuum of Deployment Choices More than ever, developers and systems architects have a range of choices when it comes to deploying applications,
More informationThe Now Platform Reference Guide
The Now Platform Reference Guide A tour of key features and functionality START Introducing the Now Platform Digitize your business with intelligent apps The Now Platform is an application Platform-as-a-Service
More informationOracle Applications Cloud User Experience Strategy & Roadmap
Oracle Applications Cloud User Experience Strategy & Roadmap By Jeremy Ashley, Group Vice President Oracle Applications User Experience Copyright 2017 Oracle Corporation. All Rights Reserved. Statement
More informationHYPER-CONVERGED INFRASTRUCTURE 101: HOW TO GET STARTED. Move Your Business Forward with a Software-Defined Approach
HYPER-CONVERGED INFRASTRUCTURE 101: HOW TO GET STARTED Move Your Business Forward with a Software-Defined Approach H Y P E R - C O N V E R G E D I N F R A S T R U C T U R E 1 0 1 : H O W T O G E T S TA
More informationCLOUD COMPUTING ARTICLE. Submitted by: M. Rehan Asghar BSSE Faizan Ali Khan BSSE Ahmed Sharafat BSSE
CLOUD COMPUTING ARTICLE Submitted by: M. Rehan Asghar BSSE 715126 Faizan Ali Khan BSSE 715125 Ahmed Sharafat BSSE 715109 Murawat Hussain BSSE 715129 M. Haris BSSE 715123 Submitted to: Sir Iftikhar Shah
More informationBuilt for Speed: Comparing Panoply and Amazon Redshift Rendering Performance Utilizing Tableau Visualizations
Built for Speed: Comparing Panoply and Amazon Redshift Rendering Performance Utilizing Tableau Visualizations Table of contents Faster Visualizations from Data Warehouses 3 The Plan 4 The Criteria 4 Learning
More informationEducation Brochure. Education. Accelerate your path to business discovery. qlik.com
Education Education Brochure Accelerate your path to business discovery Qlik Education Services offers expertly designed coursework, tools, and programs to give your organization the knowledge and skills
More informationWebIntelligence Visualize This! Parkview Shelby Twp, MI Phone Fax
WebIntelligence Visualize This! 56132 Parkview Shelby Twp, MI 48316 586.677.8300 Phone 586.677.8301 Fax http://www.cttsbi.com Last Revised: 5/8/2017 Trademarks & Copyrights The Business Objects logo, Business
More informationSAFe Atlassian Style (Updated version with SAFe 4.5) Whitepapers & Handouts
SAFe Atlassian Style (Updated version with SAFe 4.5) Whitepapers & Handouts Exported on 09/12/2017 1 Table of Contents 1 Table of Contents...2 2 Abstract...4 3 Who uses SAFe and Why?...5 4 Understanding
More informationCurriculum Guide. ThingWorx
Curriculum Guide ThingWorx Live Classroom Curriculum Guide Introduction to ThingWorx 8 ThingWorx 8 User Interface Development ThingWorx 8 Platform Administration ThingWorx 7.3 Fundamentals Applying Machine
More informationGood enough to great: A quick guide for better data visualizations
Good enough to great: A quick guide for better data visualizations Contents Charts...4 Color... 11 Size... 16 Text...20 Dashboard layout...24 Conclusion...30 Good enough to great In today s world, successful
More informationHybrid WAN Operations: Extend Network Monitoring Across SD-WAN and Legacy WAN Infrastructure
Hybrid WAN Operations: Extend Network Monitoring Across SD-WAN and Legacy WAN Infrastructure An ENTERPRISE MANAGEMENT ASSOCIATES (EMA ) White Paper Prepared for SevOne May 2017 IT & DATA MANAGEMENT RESEARCH,
More informationTraining. Overview of SkyFoundry Training Programs. Find What Matters
Training Overview of SkyFoundry Training Programs Find What Matters Version 3.2 August 2017 Overview of SkyFoundry Training Programs SkyFoundry offers the following training programs for SkySpark software:
More informationHow to Evaluate a Next Generation Mobile Platform
How to Evaluate a Next Generation Mobile Platform appcelerator.com Introduction Enterprises know that mobility presents an unprecedented opportunity to transform businesses and build towards competitive
More informationApproaching the Petabyte Analytic Database: What I learned
Disclaimer This document is for informational purposes only and is subject to change at any time without notice. The information in this document is proprietary to Actian and no part of this document may
More informationModernization and how to implement Digital Transformation. Jarmo Nieminen Sales Engineer, Principal
Modernization and how to implement Digital Transformation Jarmo Nieminen Sales Engineer, Principal jarmo.nieminen@progress.com 2 Reinvented 8000 years old tool...? Leveraxe!! 3 In this Digital Economy...
More informationThinAir Server Platform White Paper June 2000
ThinAir Server Platform White Paper June 2000 ThinAirApps, Inc. 1999, 2000. All Rights Reserved Copyright Copyright 1999, 2000 ThinAirApps, Inc. all rights reserved. Neither this publication nor any part
More informationIntroducing Microsoft SQL Server 2016 R Services. Julian Lee Advanced Analytics Lead Global Black Belt Asia Timezone
Introducing Microsoft SQL Server 2016 R Services Julian Lee Advanced Analytics Lead Global Black Belt Asia Timezone SQL Server 2016: Everything built-in built-in built-in built-in built-in built-in $2,230
More informationThree Key Challenges Facing ISPs and Their Enterprise Clients
Three Key Challenges Facing ISPs and Their Enterprise Clients GRC, enterprise services, and ever-evolving hybrid infrastructures are all dynamic and significant challenges to the ISP s enterprise clients.
More informationWonderware Mobile Reporting
Software Datasheet Summary Wonderware Mobile Reporting Wonderware Mobile SmartGlance & Wonderware Mobile Reporting Connector Reporting provides real-time access to critical KPIs and process data via popular
More informationEXECUTIVE VIEW. One Identity SafeGuard 2.0. KuppingerCole Report
KuppingerCole Report EXECUTIVE VIEW by Martin Kuppinger August 2017 One Identity SafeGuard 2.0 One Identity SafeGuard 2.0 is a re-architected, modular solution for Privilege Management, supporting both
More informationCisco UCS Central Software
Data Sheet Cisco UCS Central Software Cisco Unified Computing System Multidomain Management Efficient management of distributed servers continues to be a challenge whether you have a handful of systems
More informationTransforming IT: From Silos To Services
Transforming IT: From Silos To Services Chuck Hollis Global Marketing CTO EMC Corporation http://chucksblog.emc.com @chuckhollis IT is being transformed. Our world is changing fast New Technologies New
More informationAZURE CLOUD SECURITY GUIDE: 6 BEST PRACTICES. To Secure Azure and Hybrid Cloud Environments
AZURE CLOUD SECURITY GUIDE: 6 BEST PRACTICES To Secure Azure and Hybrid Cloud Environments Introduction Cloud is at the core of every successful digital transformation initiative. With cloud comes new
More informationIntroducing Oracle R Enterprise 1.4 -
Hello, and welcome to this online, self-paced lesson entitled Introducing Oracle R Enterprise. This session is part of an eight-lesson tutorial series on Oracle R Enterprise. My name is Brian Pottle. I
More informationMigrate from Netezza Workload Migration
Migrate from Netezza Automated Big Data Open Netezza Source Workload Migration CASE SOLUTION STUDY BRIEF Automated Netezza Workload Migration To achieve greater scalability and tighter integration with
More informationSQL Server Machine Learning Marek Chmel & Vladimir Muzny
SQL Server Machine Learning Marek Chmel & Vladimir Muzny @VladimirMuzny & @MarekChmel MCTs, MVPs, MCSEs Data Enthusiasts! vladimir@datascienceteam.cz marek@datascienceteam.cz Session Agenda Machine learning
More informationGET CLOUD EMPOWERED. SEE HOW THE CLOUD CAN TRANSFORM YOUR BUSINESS.
GET CLOUD EMPOWERED. SEE HOW THE CLOUD CAN TRANSFORM YOUR BUSINESS. Cloud computing is as much a paradigm shift in data center and IT management as it is a culmination of IT s capacity to drive business
More informationE X E C U T I V E B R I E F
Create a Better Way to Work: OpenText Suite 16 & OpenText Cloud 16 Over the next five years, executives expect digital disruption to displace four out of 10 incumbents or 40 percent of established market
More informationData in the Cloud and Analytics in the Lake
Data in the Cloud and Analytics in the Lake Introduction Working in Analytics for over 5 years Part the digital team at BNZ for 3 years Based in the Auckland office Preferred Languages SQL Python (PySpark)
More informationTHE INCREASING NEED FOR GPUS IN VDI
THE INCREASING NEED FOR GPUS IN VDI NVIDIA GPUS IN DELL EMC VDI COMPLETE ADDRESS GROWING PERFORMANCE NEEDS SUMMARY Enterprise adoption of Virtual Desktop Infrastructure (VDI) strengthened over the past
More informationData Protection for Virtualized Environments
Technology Insight Paper Data Protection for Virtualized Environments IBM Spectrum Protect Plus Delivers a Modern Approach By Steve Scully, Sr. Analyst February 2018 Modern Data Protection for Virtualized
More informationJava FX 2.0. Dr. Stefan Schneider Oracle Deutschland Walldorf-Baden
Java FX 2.0 Dr. Stefan Schneider Oracle Deutschland Walldorf-Baden Keywords: JavaFX, Rich, GUI, Road map. Introduction This presentation gives an introduction into JavaFX. It introduces the key features
More informationSmart Data Center From Hitachi Vantara: Transform to an Agile, Learning Data Center
Smart Data Center From Hitachi Vantara: Transform to an Agile, Learning Data Center Leverage Analytics To Protect and Optimize Your Business Infrastructure SOLUTION PROFILE Managing a data center and the
More informationCHEM-E Process Automation and Information Systems: Applications
CHEM-E7205 - Process Automation and Information Systems: Applications Cloud computing Jukka Kortela Contents What is Cloud Computing? Overview of Cloud Computing Comparison of Cloud Deployment Models Comparison
More informationIntegrating MATLAB Analytics into Business-Critical Applications Marta Wilczkowiak Senior Applications Engineer MathWorks
Integrating MATLAB Analytics into Business-Critical Applications Marta Wilczkowiak Senior Applications Engineer MathWorks 2015 The MathWorks, Inc. 1 Problem statement Democratization: Is it possible to
More informationVMworld 2015 Track Names and Descriptions
Software- Defined Data Center Software- Defined Data Center General VMworld 2015 Track Names and Descriptions Pioneered by VMware and recognized as groundbreaking by the industry and analysts, the VMware
More information