: Boosting Business Returns with Faster and Smarter Data Lakes
|
|
- Marion Norman
- 6 years ago
- Views:
Transcription
1 : Boosting Business Returns with Faster and Smarter Data Lakes Empower data quality, security, governance and transformation with proven template-driven approaches By Matt Hutton Director R&D, Think Big, A Teradata Company
2 Executive Summary Over the past several years, organizations building Hadoop-enabled data lakes have often struggled with the challenges that come with custom engineering open source solutions. Most organizations in this position are willing to absorb the pain of early adoption for the promise of big data insights. However, when data is lodged in silos, locked-down due to security and governance access or bogged down by software release cycles, big data programs cannot deliver business value. To realize the value in organizational data, it is imperative that organizations align forces, choosing the right data lake approach to support business strategy and growth. That s why in February 2017 Think Big introduced Kylo, a next generation open source data lake management software platform. Kylo has been built on years of global expertise involving over 150 successful engagements in leading financial services, retail, telecoms, manufacturing and insurance companies to name a few. Kylo provides automated data pipelines in weeks, rather than months incorporating data quality, security, governance, operational monitoring and alerting, data preparation and profiling as well as user data access. At Discover Financial Services, we are focused on leveraging leading-edge technology that helps us quickly bring products to market while providing exceptional customer service. Kylo has a unique framework that has the potential to accelerate development and value on new data sources that leverage Apache NiFi, said Ka Tang, Director, Enterprise Data Architecture, Discover. He adds: Kylo provides an opportunity to leverage open source innovations while allowing the opportunity to give back to the open source community. Kylo is a dedicated open source data lake software with a difference; it can deliver a scalable data lake at a fraction of the multi-million dollar cost of custom engineered data lake projects while making high-quality data quickly and easily available to business as well as non-technical users. Kylo : 7 Key Takeaways 1. Cost Reduction - Kylo can help your organization build custom engineered data lakes from the onset at a fraction of the typical multi-million-dollar cost. 2. Business Value - Improves the relevance and application of use cases selected by your business users. 3. Speed to Market - Enable direct user access through a UI and template framework, plus the ability to see and understand any data pipeline lifecycle by using 100% open source instead of proprietary technology. 4. Increased Efficiency - Empower self-service data accessibility, freeing your data lake engineering teams and data scientists from data source administration and allowing them to focus on building complex transformations and business value. 5. Improved Quality and Security - Improve data quality and security, enabling your teams to meet defined SLAs. 6. Scalability - Discover how Kylo works with governed feeds to help your business move faster, and scale up using big data more efficiently than ever before. 7. Extensibility - Enable data access across your organization. Through the open source community and the ability to add other Apache projects Kylo develops along the evolving market. Being able to upgrade the templates easily Kylo helps to cut the development time considerably. In this whitepaper, we discuss not only the key benefits of Kylo but also the potential it offers organizations looking to optimize business outcomes while reducing build costs significantly. We present real-life success stories to illustrate how Kylo has helped organizations accelerate speed to market and business value while reducing cost and risk. 2 : Boosting Business Returns with Faster and Smarter Data Lakes
3 The Power of Kylo : Overview and Benefits Kylo is an extensible data lake management software platform framework designed to accelerate big data programs, enabling users across all departments to access data easily. Kylo is a 100% open source solution, freeing your organization from costly vendor lock-ins and allowing for continued innovation and functionality extensions as provided by an open source community model. Traditional Approach With Kylo Data Ingest Weeks Minutes Validation Rules Weeks Minutes Data Profiling Weeks Automatic Data Discovery Months Seconds Figure 1. Traditional vs. Kylo Approach The Five-Tiered Data Swamp Challenge: How Kylo Can Help Having worked with more than 150 projects over the past several years, there are five common scenarios that Think Big come across time and time again. In our experience, data lakes can be: 1. Expensive and Labor Intensive - Building a custom engineered data lake and closing gaps using lowlevel platforms within the Hadoop ecosystem is a multi-year effort. Kylo builds on Hadoop, but fills the gaps to enable a fully functional data lake often in just a multi-week engagement. 2. Lacking Features to Excite and Enable Business Users - In dealing with data lakes bespoke to enterprise needs, IT departments often spend extensive budget building a huge team who spend months or years building a data lake and ingesting data without really consulting the businesses about use cases. Kylo helps to move away from that because enterprises can quickly get to building the features that excite the business and solve real problems. 3. Lacking Governance and Security - Companies often don t have the experience, capability or skills to fully enable the governance and security they need to safely and productively maintain a data lake. Kylo helps to make security and governance a key part of the creation process, whilst leveraging integration with open source options such as Ranger and Sentry. 4. Devolving Data over Time without Data Quality Control - Data in data lakes that have been custom engineered tends to devolve over time. Automated data refresh and quality assurance are key. Using Kylo, SLAs can also be tied to data confidence, with alerts connected to any downgrade in data quality. 5. Lacking Self-Service Capabilities and Suffering Slow Release Cycles - Unfortunately, building a full self-service capability for non-technical users of data lakes is extremely costly and difficult because of the amount of engineering around the user interface that has to be built in order to make it easy use. Kylo s self-service UI bypasses this problem, making it easy for non-technical users to get to the data quickly. No coding required. Think Big has developed Kylo to help make data departments quickly available to your business, ensuring users can easily query, wrangle and analyse data using its intuitive graphic user interface and dashboard. Kylo s operations management monitors the health of data feeds measuring quality, performance, and even service levels, ultimately delivering data confidence to users. It therefore frees your data lake engineering team to work on business-critical, value-add focused projects. As a result, organizations can build, manage and govern disparate datasets faster and more efficiently, saving millions while accelerating speed to market. 3 : Boosting Business Returns with Faster and Smarter Data Lakes
4 Kylo : Driving Business Value and Growth through Innovation Before + Slow Deployment - Poorly managed storage and processing of data slow the delivery cycles and time to market. + Lacking Compliance and Security - Convoluted processes and unsafe environments result in insufficient data quality, security and governance. + Ineffective Solution - A fragmented, expensive, non-scalable, system that is hard to manage. + Limited Functionality - Based on available, commercial solution roadmaps. After + Speed to Market - Flexible, smarter approach accelerating your big data program and helping you to stay ahead of the competition. + Improved Quality, Security and Governance - Kylo empowers the best-suited tools and boosts quality, security and governance to meet SLAs. + Cost Reduction - With Kylo you can build your data lake at a fraction of the typical cost. + Extensible Functionality - Flexible platform that can be extended through integration with existing processors and templates. Three Steps to Generate Business Value in Weeks The Kylo Journey The Kylo journey is a three step process that addresses the key stages of the data lake engineering opportunity. INPUTS/SOURCES INGEST PREPARE DISCOVER TOOLS USERS Sensors s KYLO PLATFORM Mobile Machine Logs Tabular ar rd Data Social STREAMS BATCH WRANGLE CLEANSING GOVERNANCE SEARCH ACCESS ANALYZE Marketing Applications Business Intelligence Data Mining Data Science Marketing Executives Operational Systems Customer Partners Business Analysis Telemetry em Reporting Data Scientists Hadoop Spark Security, Metadata, Lineage, Operations VALUE Figure 2. Kylo - The 3-Step Journey 4 : Boosting Business Returns with Faster and Smarter Data Lakes
5 Ingest - There are many tools that ingest batch data, but few that work to ingest streaming or real-time data. Kylo supports a mixture of both. In fact, you can have data sources that come from a streamed source into Kylo before going to a batched source, and then back to streaming. 1. Prepare - Kylo helps companies wrangle with data sources, pulling apart and understanding their data better. Kylo s Ingest and Prepare stages feature UI-guided feed creation as shown below. Users can take full advantage of Kylo s unique UI, as well as its data protection, cleanse, validation and profiling functionality to build data sources. Kylo makes building data sources for business users easier than ever before. Once data is ingested, Kylo features a visual SQL builder and a spreadsheet-like interface, exposing 180+ transformation features to help data analysts wrangle data before they publish and schedule their own feeds. From a business perspective, this means that big data programs will run faster and more smoothly, and that business end users will be able to find and model data to suit their needs easily and quickly. 2. Discover - once your data has been ingested and cleansed, analysts and data scientists can begin to search and find what data is available to them. Kylo makes this data discovery simple, allowing users to build queries to access the data to build data products that support analysis. Using Kylo, data discovery becomes quick and simple with Google-like search functionality against both data and metadata. It allows users to quickly scan the schema catalogue for relevant resources. Kylo metadata entities can be enriched with useful and extensible business metadata. Kylo : Real-Life Success Stories Kylo has helped customers across all verticals to turn sinking data lake projects that have eaten development hours and budgets into tailored solutions that generate tangible results from day one. To give you a flavor of what can be achieved, this section features three success stories. Financial Services: Kylo Improves Security and Fraud Detection while Driving Competitive Advantage The VP of Analytics and Data Warehouse Architect of a large US credit card company had identified various big data challenges, including long lead times in introducing new sources to their Hadoop data lake, as well as pentup demand from click stream data, call center logs and other third party data sources. The team selected Kylo to solve these issues and identified a set of strategic goals for their open source Hadoop project. The top Kylo benefits reported by the customer are: Figure 3. Ingest & Prepare + New Data Access - As a by-product of introducing new data sets, the organization can now analyse, store and load new data sets that were previously prohibitive (i.e. more challenging data formats like call the audio call centre recordings plus data from social channels). + Embracing Innovation - The customer is more agile and has more time to innovate. The team are now free to focus on higher value work. + Reduced Costs and Quicker Time to Market - The customer team now finds operations management much easier with Kylo. Think Big built an operations console which may have taken the customer up to 6 months to build, saving a substantial amount of time and cost. Figure 4. Self-Service & Wrangle 5 : Boosting Business Returns with Faster and Smarter Data Lakes
6 FMCG: Kylo Enabling Stock Optimization and Buying Pattern Analysis For over two years, our experts have been working with a multinational beverage company to help it to capitalize on its Hadoop investment and to democratize data across the organization while applying advanced analytics. The top Kylo benefits reported by the customer are: + Strategic Opportunities - Kylo s emphasis on governance has allowed the customer to focus on the strategic nature of its big data program, including shelf optimization, buying patterns and loyalty card shopper data and even detailed insight into the potential impacts of the U.S. sugar tax. + Faster Delivery - The team is able to build pipelines faster than before. Kylo has lowered the bar of the skills required to build a pipeline for the database. Users no longer require Java backgrounds and can use Kylo s user-friendly interface to build the pipelines in days rather than weeks. + Improved Governance - Kylo has allowed the team to standardize data quality checks, while also offering the flexibility for custom coding. Standardization has enabled the business to much more easily govern and support its data, and the cost of supporting Kylo has proven much lower because of the technologies that are used. Retail: Kylo Enables More Effective and Targeted Customer Marketing For the past year, our team of data experts have been working with one of the largest retailers in the world to help it re-direct the company s entire data strategy, and to use Kylo to create a single platform as one source of truth for all transactions happening online and in stores across the business. The top Kylo benefits reported by the customer are: + Data Consolidation - The customer has been able to consolidate data into one place where different parts of the business can query it, relying on the data they find. + Improved Data Quality - Because of the reduced administrative burden in ingesting and querying data, the customer has been able to focus on improving the quality of its data. Following the initial Kylo engagement, Think Big are working with the client to continue to re-define this large business as a data organization by doing further consultancy and training around the analytics, processing and publishing of data. Kylo : Building Your Team to Deliver Scalable Solutions and Tangible Outcomes Effective analytic operations is about having crossfunctional teams that collaborate to automate the lifecycle from analytic data set generation, model scoring to testing and deployment. How We Work in Collaboration with Clients Working with the Think Big team, Kylo engagements are structured around a multi-week schedule focused on creating a production-capable data lake. During this time we will set up, install and configure Kylo in multiple environments, ingesting, cleansing, protecting and validating your data while negotiating a set of key data use cases. This covers your metadata capture, data security and the establishment of data confidence metrics. Think Big also provides a custom engineering service of Kylo data lakes that focuses on adding new bespoke templates, as well as system and security integration. In addition we offer a further option to tailor the platform with add-ons designed around your needs to meet your unique data analytics lifecycle. The Team: Who Needs to Get Involved in Your Organization To maximize the returns from your organizational data, Think Big can help you build and train your team of experts, enabling them to focus on their areas of expertise within the analytics journey: + Data Analysts - Helping to streamline configuration, schema definition, scripts and transformations. + Data Stewards - Supporting data confidence, security, audit and data policies. + Data Scientists - Introducing user friendly data wrangling, modelling, visualization and lineage capacity. + Operations - Helping to lead monitoring, controlling, scheduling and SLAs/alerts. + Improved Recommendation Engine - Working with Think Big, the customer now has the ability to use clickstream data from all their websites as well as point of sale transactions from the stores to enable multi-channel recommendation marketing online. 6 : Boosting Business Returns with Faster and Smarter Data Lakes
7 DEFINE GOVERN DISCOVER MANAGE Configuration Data Confidence Wrangle Monitor Schema Definition Security Model Control Scripts Audit Visualise Scheduler Transformations Data Policies Lineage SLA/Alerts DATA ANALYST DATA STEWARD DATA SCIENCE OPERATIONS Figure 5. The Roles of Kylo Team Training and Support With Kylo, Think Big is building advanced data lake capabilities and donating them back to the open source community. Companies can choose to use Kylo free-ofcharge under the Apache licence, or they can purchase support agreements or a managed service to enhance the level of data lake capability and support they require. Full collateral support starts with building a roadmap and architecture and progressing through to building and engineering your data lake. Kylo operationalizes data science proof of values, as well as engineering use cases. We can follow this with mentoring, training, support and managed services if required. Building Future and Growth with Full Lifecycle Velocity Services Kylo Data Lake Foundation works as a key deliverable within your program to accelerate your time to value and to provide an easy-to-use, costeffective and flexible approach. Kylo empowers modern data analytics by enabling data scientists to quickly catalogue, discover, and qualify data for growth. Following your Kylo data lake engagement, our full lifecycle Velocity approach takes your company through the process of creating a big data strategy to achieve its technical and enterprise goals. + Strategy and Achitecture - Prioritized implementation plan to maximize short and long-term returns. + Data Lake Solutions - Best practices and pre-built components to accelerate time to value. + Analytic Solutions - Building scalable big data infrastructures to meet your future needs. + Data Science - Boosting growth through innovation and modern analytics approaches. + Managed Services - 24/7 expert support empowering continuous improvement. + Training - A comprehensive selection of topical courses delivered by our certified experts including 2 and 4 day training on Kylo and Apache Nifi. Together, Kylo and Velocity Services are improving product and service speed to market while generating tangible returns. 7 : Boosting Business Returns with Faster and Smarter Data Lakes
8 Conclusion The vision for data lakes has always been user-centric and straightforward, focusing completely on making data swiftly available to business users. However, the reality is that the data contained within most data lakes is not accessible to the average business user. Data lakes are failing to support the time-to-market requirements big data analytics driven innovation requires, and it s safe to say that in many companies, data lakes are widely perceived to be expensive and ineffective. Using Kylo, Think Big is building data lakes based on several years of best practice and global expertise. What is embodied in Kylo is not just an arbitrary application - it is an open source management software platform strategically designed to solve the many challenges of building and maintaining data lakes we ve seen companies face for years. Think Big is working with firms worldwide to build custom engineered data lakes at a fraction of the typical multi-million dollar cost. We create self-service data accessibility and free engineers and data scientists to focus on building complex big data transformations. Kylo helps companies who are starting out on their data lake journey to quickly get productive with a modern approach, as well as those looking to reboot failing data lake programs. If you are considering a new data lake project, or, if you would like to discuss an existing data lake that could benefit from optimization, get in touch today. Just Kylo@. Teradata Velocity Services approach combines speed with the experience to proceed in the right direction. These services include: Strategy & Architecture, Data Lake, Analytic Solutions, Data Science, Managed Services, and Training to accelerate time to value and increase investment returns. Teradata has also developed innovative technology frameworks through our production work with enterprise customers to speed deployment of big data solutions. With Teradata Velocity, we deliver proven business outcomes in an expedient manner with minimal risk and maximum flexibility to support your ongoing business strategy. Think Big Analytics ThinkBigA ThinkBigAnalytics Think Big Analytics Think Big, A Teradata Company South Jordan Gateway, Suite 100, South Jordan, Utah 84095
Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake
White Paper Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake Motivation for Modernization It is now a well-documented realization among Fortune 500 companies
More informationDLT AnalyticsStack. Powering big data, analytics and data science strategies for government agencies
DLT Stack Powering big data, analytics and data science strategies for government agencies Now, government agencies can have a scalable reference model for success with Big Data, Advanced and Data Science
More informationCask Data Application Platform (CDAP) Extensions
Cask Data Application Platform (CDAP) Extensions CDAP Extensions provide additional capabilities and user interfaces to CDAP. They are use-case specific applications designed to solve common and critical
More informationDatametica. The Modern Data Platform Enterprise Data Hub Implementations. Why is workload moving to Cloud
Datametica The Modern Data Platform Enterprise Data Hub Implementations Why is workload moving to Cloud 1 What we used do Enterprise Data Hub & Analytics What is Changing Why it is Changing Enterprise
More informationHortonworks Connected Data Platforms
Hortonworks Connected Data Platforms MASTER THE VALUE OF DATA EVERY BUSINESS IS A DATA BUSINESS EMBRACE AN OPEN APPROACH 2 Hortonworks Inc. 2011 2016. All Rights Reserved Data Drives the Connected Car
More informationAmsterdam. (technical) Updates & demonstration. Robert Voermans Governance architect
(technical) Updates & demonstration Robert Voermans Governance architect Amsterdam Please note IBM s statements regarding its plans, directions, and intent are subject to change or withdrawal without notice
More informationBuilding a Single Source of Truth across the Enterprise An Integrated Solution
SOLUTION BRIEF Building a Single Source of Truth across the Enterprise An Integrated Solution From EDW modernization to self-service BI on big data This solution brief showcases an integrated approach
More informationSOLUTION SHEET Hortonworks DataFlow (HDF ) End-to-end data flow management and streaming analytics platform
SOLUTION SHEET Hortonworks DataFlow (HDF ) End-to-end data flow management and streaming analytics platform CREATE STREAMING ANALYTICS APPLICATIONS IN MINUTES WITHOUT WRITING CODE The increasing growth
More informationDatametica DAMA. The Modern Data Platform Enterprise Data Hub Implementations. What is happening with Hadoop Why is workload moving to Cloud
DAMA Datametica The Modern Data Platform Enterprise Data Hub Implementations What is happening with Hadoop Why is workload moving to Cloud 1 The Modern Data Platform The Enterprise Data Hub What do we
More informationArchitecting an Open Data Lake for the Enterprise
Architecting an Open Data Lake for the Enterprise 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Today s Presenters Daniel Geske, Solutions Architect, Amazon Web Services Armin
More informationSOLUTION SHEET End to End Data Flow Management and Streaming Analytics Platform
SOLUTION SHEET End to End Data Flow Management and Streaming Analytics Platform CREATE STREAMING ANALYTICS APPLICATIONS IN MINUTES WITHOUT WRITING CODE The increasing growth of data, especially data-in-motion,
More information4/26. Analytics Strategy
1/26 Qlik Advisory As a part of Qlik Consulting, Qlik Advisory works with Customers to assist in shaping strategic elements related to analytics to ensure adoption and success throughout their analytics
More informationPERSPECTIVE. Monetize Data
PERSPECTIVE Monetize Data Enterprises today compete on their ability to find new opportunities, create new game - changing phenomena and discover new possibilities. The need for speed, accuracy and efficiency
More informationDATASHEET. Tarams Business Intelligence. Services Data sheet
DATASHEET Tarams Business Intelligence Services Data sheet About Business Intelligence The proliferation of data in today s connected world offers tremendous possibilities for analysis and decision making
More informationDatabricks Cloud. A Primer
Databricks Cloud A Primer Who is Databricks? Databricks was founded by the team behind Apache Spark, the most active open source project in the big data ecosystem today. Our mission at Databricks is to
More informationCognizant BigFrame Fast, Secure Legacy Migration
Cognizant BigFrame Fast, Secure Legacy Migration Speeding Business Access to Critical Data BigFrame speeds migration from legacy systems to secure next-generation data platforms, providing up to a 4X performance
More informationMeta-Managed Data Exploration Framework and Architecture
Meta-Managed Data Exploration Framework and Architecture CONTENTS Executive Summary Meta-Managed Data Exploration Framework Meta-Managed Data Exploration Architecture Data Exploration Process: Modules
More informationTurn Your Business Vision into Reality with Microsoft Dynamics SL
Turn Your Business Vision into Reality with Microsoft Dynamics SL You have worked hard to build a vision for your business. With Microsoft Dynamics SL, you can turn that vision into reality with a solution
More informationINSIDE THIS ISSUE. Whitepaper
Whitepaper INSIDE THIS ISSUE This whitepaper explains why Microsoft Dynamics AX is particularly well-suited for supporting the needs of large enterprise-class organizations with a broad international presence.
More informationPORTFOLIO AND TECHNOLOGY DIRECTION ARMISTEAD SAPP & RANDY GUARD
PORTFOLIO AND TECHNOLOGY DIRECTION ARMISTEAD SAPP & RANDY GUARD FOCUS MARKETS SAS Addressable Market Size $US Billions $14.7 2015 2019 $10.6 $9.6 $7.0 $7.9 $5.0 $2.6 $3.7 $5.7 $4.4 $3.0 $4.2 BUSINESS INTELLIGENCE
More informationCognitive Data Governance
IBM Unified Governance & Integration White Paper Powered by Machine Learning to find and use governed data Jo Ramos Distinguished Engineer & Director IBM Analytics Rakesh Ranjan Program Director & Data
More informationCHANGE IMAGINED. CHANGE DELIVERED
Murmuration is a phenomenon that results when hundreds, sometimes thousands, of starlings fly in swooping, pivoting coordinated moves through the sky. Always in agile unison. And with remarkable ability
More informationTrusted by more than 150 CSPs worldwide.
RAID is a platform designed for Communication Service Providers that want to leverage their data assets to improve business processes and gain business insights, while at the same time simplify their IT
More informationWho is Databricks? Today, hundreds of organizations around the world use Databricks to build and power their production Spark applications.
Databricks Primer Who is Databricks? Databricks was founded by the team who created Apache Spark, the most active open source project in the big data ecosystem today, and is the largest contributor to
More informationSpotlight Sessions. Nik Rouda. Director of Product Marketing Cloudera, Inc. All rights reserved. 1
Spotlight Sessions Nik Rouda Director of Product Marketing Cloudera @nrouda Cloudera, Inc. All rights reserved. 1 Spotlight: Protecting Your Data Nik Rouda Product Marketing Cloudera, Inc. All rights reserved.
More informationAnalytics for All Your Data: Cloud Essentials. Pervasive Insight in the World of Cloud
Analytics for All Your Data: Cloud Essentials Pervasive Insight in the World of Cloud The Opportunity We re living in a world where just about everything we see, do, hear, feel, and experience is captured
More informationBUSINESSOBJECTS EDGE PROFESSIONAL
PRODUCTS BUSINESSOBJECTS EDGE PROFESSIONAL Benefits of Business Intelligence Get visibility into all aspects of your business operations Uncover new opportunities Spot and resolve critical issues before
More informationBUSINESS OBJECTS CRYSTAL DECISIONS PROFESSIONAL
PRODUCTS BUSINESS OBJECTS CRYSTAL DECISIONS PROFESSIONAL Benefits of Business Intelligence Get visibility into all aspects of your business operations Uncover new opportunities Spot and resolve critical
More informationInformation for Competitive Advantage
Consumer Products & Retail the way we do it Information for Competitive Advantage Business Information Management: Put Your Data to Work Better Decisions, Smarter Intelligence The market has changed and
More informationPowered by FICO Blaze Advisor decision rules management system
Powered by FICO Blaze Advisor decision rules management system With FICO decision rules technologies, you can: Empower business users to create, maintain and control business policies and procedures Integrate
More informationAt the Heart of Connected Manufacturing
www.niit-tech.com At the Heart of Connected Manufacturing Transforming Manufacturing Operations to Drive Agility and Profitability The success of the new manufacturing network hinges on the agility of
More informationAnalytics in Action transforming the way we use and consume information
Analytics in Action transforming the way we use and consume information Big Data Ecosystem The Data Traditional Data BIG DATA Repositories MPP Appliances Internet Hadoop Data Streaming Big Data Ecosystem
More informationEnd-to-end Business Management Solution for Small to Mid-sized Businesses
End-to-end Business Management Solution for Small to Mid-sized Businesses Successfully manage and grow your business with a comprehensive, simple, total business management solution for SMBs. The SAP Business
More informationAutomated Service Intelligence (ASI)
Automated Service Intelligence (ASI) Enriching information for action Automated Service Intelligence (ASI) Enriching information for action The New Challenge For The Intelligent Business As the pace of
More informationMapR: Converged Data Pla3orm and Quick Start Solu;ons. Robin Fong Regional Director South East Asia
MapR: Converged Data Pla3orm and Quick Start Solu;ons Robin Fong Regional Director South East Asia Who is MapR? MapR is the creator of the top ranked Hadoop NoSQL SQL-on-Hadoop Real Database time streaming
More informationAptitude Accounting Hub
Aptitude Accounting Hub Achieve financial control, transparency and insight The Aptitude Accounting Hub empowers us to progressively transform finance while creating a detailed financial data foundation
More informationVIA Insights: Telcoms CONNECT to Digital Operations
VIA Insights: Telcoms CONNECT to Digital Operations TELCOMS HAVE COME A LONG WAY FROM 2 CANS AND A STRING! CONNECTING friends, families and businesses using rotary phones to mobile phones telcoms have
More informationADVANTAGE YOU. Drive TCO* reduction through Infosys TIBCO solutions
ADVANTAGE YOU Drive TCO* reduction through Infosys TIBCO solutions Overview Even with the list of comprehensive features provided by the TIBCO suite of products, organizations face varied challenges in
More informationA complete service guide for MICROSOFT DATA ANALYTICS ENABLEMENT
A complete service guide for MICROSOFT DATA ANALYTICS ENABLEMENT Contact us today. 206-747-6930 A brief introduction exclusively for Microsoft employees and customers: In early FY12, Decisive Data decided
More informationContext. The NEW data services from UST Global UST GLOBAL - A UNIQUE PARTNER. UST Global Data Services March 2018!1
UST Global Data Services March 2018!1 UST GLOBAL - A UNIQUE PARTNER Context Our Fortune 500 customers have immense amounts of transactional as well as interaction data distributed across a number of business
More information1% + 99% = AI Popularization
1% + 99% = AI Popularization Unifying Data Science and Engineering Jason Bissell General Manager, APAC The beginnings of Apache Spark at UC Berkeley AMPLab funded by tech companies: Got a glimpse at their
More informationTransforming Big Data to Business Benefits
Transforming Big Data to Business Benefits Automagical EDW to Big Data Migration BI at the Speed of Thought Stream Processing + Machine Learning Platform Table of Contents Introduction... 3 Case Study:
More informationAdvancing Information Management and Analysis with Entity Resolution. Whitepaper ADVANCING INFORMATION MANAGEMENT AND ANALYSIS WITH ENTITY RESOLUTION
Advancing Information Management and Analysis with Entity Resolution Whitepaper February 2016 novetta.com 2016, Novetta ADVANCING INFORMATION MANAGEMENT AND ANALYSIS WITH ENTITY RESOLUTION Advancing Information
More informationStep inside your new look business with SAP Business One. SAP Solution Brief SAP Solutions for Small Midsize Businesses
Step inside your new look business with SAP Business One SAP Solution Brief SAP Solutions for Small Midsize Businesses SAP Business One designed for all your small and midsize company s needs Whatever
More informationCOGNITIVE QA: LEVERAGE AI AND ANALYTICS FOR GREATER SPEED AND QUALITY. us.sogeti.com
COGNITIVE QA: LEVERAGE AI AND ANALYTICS FOR GREATER SPEED AND QUALITY ARTIFICIAL INTELLIGENCE vs. COGNITIVE COMPUTING Build a system that can generally perform any intellectual task so called Strong AI
More informationNICE Customer Engagement Analytics - Architecture Whitepaper
NICE Customer Engagement Analytics - Architecture Whitepaper Table of Contents Introduction...3 Data Principles...4 Customer Identities and Event Timelines...................... 4 Data Discovery...5 Data
More informationData Management and Analytics for. SalesForce.com
Data Management and Analytics for SalesForce.com Contents Introduction.... 3 Solution Overview.... 4 Data Management and Analytics.... 6 Why ZAP for SalesForce.com?.... 7 ZAP SalesForce.com Analytics....
More informationHow to Design a Successful Data Lake
KNOWLEDGENT WHITE PAPER How to Design a Successful Data Lake Information through Innovation Executive Summary Business users are continuously envisioning new and innovative ways to use data for operational
More informationTrifacta Data Wrangling for Hadoop: Accelerating Business Adoption While Ensuring Security & Governance
575 Market St, 11th Floor San Francisco, CA 94105 www.trifacta.com 844.332.2821 1 WHITEPAPER Trifacta Data Wrangling for Hadoop: Accelerating Business Adoption While Ensuring Security & Governance 2 Introduction
More informationBringing Big Data to Life: Overcoming The Challenges of Legacy Data in Hadoop
0101 001001010110100 010101000101010110100 1000101010001000101011010 00101010001010110100100010101 0001001010010101001000101010001 010101101001000101010001001010010 010101101 000101010001010 1011010 0100010101000
More informationAprimo Marketing Productivity
Aprimo Marketing Productivity Why Marketing Productivity? Marketers today face many challenges: they must deliver more personalized experiences across more channels than ever before. While marketing budgets
More informationVelocity. Accelerating Analytic Innovation Teradata 2018 Teradata
Velocity Accelerating Analytic Innovation 1 2015 Teradata 2018 Teradata Agenda State of the CIO Office in 2018 Global Experience and Success Teradata Velocity Portfolio Tools, IP, and Accelerators 2 Velocity
More informationLuxoft and the Internet of Things
Luxoft and the Internet of Things Bridging the gap between Imagination and Technology www.luxoft.com/iot Luxoft and The Internet of Things Table of Contents Introduction... 3 Driving Business Value with
More informationPega Upstream Oil & Gas Capabilities Overview
Pega Upstream Oil & Gas Capabilities Overview Pegasystems, Inc APRIL, 2016 1 Overview Pega delivers a unified, strategic application development platform that empowers upstream oil & gas companies to leverage
More informationOMNICHANNEL COMMERCE SOFTWARE FOR RETAILERS AND BRANDED MANUFACTURERS
OMNICHANNEL COMMERCE SOFTWARE FOR RETAILERS AND BRANDED MANUFACTURERS 1 WHY KIBO COMPREHENSIVE, CLOUD-BASED COMMERCE SOFTWARE THAT EMPOWERS USERS, GROWS SALES, AND EVOLVES WITH THE CHANGING NEEDS OF RETAIL
More informationEasy-to-Build Workflows & Forms For Dummies WHITEPAPER
Easy-to-Build Workflows & Forms For Dummies WHITEPAPER LuitBiz BPM Business Process Management Software Luit Infotech Private Limited Phone: + 91 80 4206 1217 Email: sales@luitinfotech.com Website:http://www.luitinfotech.com
More informationEmbracing the Hybrid Cloud using Power BI in CSP. Name Role Group
Embracing the Hybrid Cloud using Power BI in CSP Name Role Group Agenda Cloud Vision & Opportunity What is Power BI Power BI in CSP Power BI in Action Summary Microsoft vision for new era Unified platform
More informationFlexso SAP Analytics Vision
Flexso SAP Analytics Vision Flexso Analytics Vision Operational Analytics: back home Hybrid Analytics: Extend with cloud Advanced Analytics: start the journey Flexso Analytics Vision Operational Analytics:
More informationWhen the Status Quo Means Getting Left Behind. Accelerating Analytics Platform Adoption through Evolving Technology
When the Status Quo Means Getting Left Behind Accelerating Analytics Platform Adoption through Evolving Technology Evolve & Meet the Future of Business Big data is changing the way businesses operate at
More informationStriking the Balance Between Risk and Reward
Experience the commitment Striking the Balance Between Risk and Reward in payments modernization Staying competitive in financial services requires meeting everincreasing customer expectations for digital
More informationTHE DATA WAREHOUSE EVOLVED: A FOUNDATION FOR ANALYTICAL EXCELLENCE
THE DATA WAREHOUSE EVOLVED: A FOUNDATION FOR ANALYTICAL EXCELLENCE May 2017 Author: Michael Lock Vice President & Principal Analyst, Analytics & Business Intelligence Report Highlights p2 p3 p6 p8 More
More informationData Integration for the Real-Time Enterprise
Solutions Brief Data Integration for the Real-Time Enterprise Business Agility in a Constantly Changing World Executive Summary For companies to navigate turbulent business conditions and add value to
More informationAnalytics for All Data
Analytics for All Data How Oracle Analytics Helps Agencies Improve Their Effectiveness FORCES 2017 Jim Penn Sr Manager, Public Sector Oracle Analytics & Big Data Agenda Oracle s Analytics Platform Overview
More informationData Ingestion in. Adobe Experience Platform
Contents The challenges with data Adobe Experience Platform Data Ingestion in Adobe Experience Platform Data Ingestion Service Data Lake Conclusion Adobe Experience Platform helps customers to centralize
More informationA NEW WORLD OF DATA DEMANDS A NEW APPROACH WELCOME TO THE NEW ERA OF PERVASIVE DATA INTELLIGENCE
A NEW WORLD OF DATA DEMANDS A NEW APPROACH 1 WELCOME TO THE NEW ERA OF PERVASIVE DATA INTELLIGENCE 2 The emerging reality Data and analytics are no longer a by-product of doing business. They are the business.
More informationFortune 10 Company Uses DevOps to Drive Efficiency. Transforming a Generations-old Approach with Chef Automate and Habitat
Fortune 10 Company Uses DevOps to Drive Efficiency Transforming a Generations-old Approach with Chef Automate and Habitat DevOps allows you to maximize your infrastructure to innovate quickly, improve
More informationWe re not just good on paper.
IT Services We re not just good on paper. You might know us as a print company. That s only part of the story. We re big on IT too, with products and services that can help your business thrive. ricoh.co.uk
More informationInfosys Real Time Streams
Infosys Real Time Streams Extract your business value in real-time from data in motion ABSTRACT As an aftermath to huge influx of real-time data and to close the time gap between analysis and action to
More informationEstablishing Self-Driving Infrastructure Operations
WHITE PAPER AUGUST 2018 AIOps Essentials Establishing Self-Driving Infrastructure Operations Harnessing AI-Driven Operational Intelligence to Maximize Service Levels and Operational Efficiency 2 WHITE
More informationEnabling Self-Service Analytics Across The UDA With Teradata AppCenter
Enabling Self-Service Analytics Across The UDA With Teradata AppCenter Chaitanya Atreya Director, AppCenter Engineering, Teradata Jeremy Wilken AppCenter Architect, Product Manager, Teradata #TDPARTNERS16
More informationCommon Customer Use Cases in FSI
Common Customer Use Cases in FSI 1 Marketing Optimization 2014 2014 MapR MapR Technologies Technologies 2 Fortune 100 Financial Services Company 104M CARD MEMBERS 3 Financial Services: Recommendation Engine
More informationSolution Brief. An Agile Approach to Feeding Cloud Data Warehouses
Solution Brief An Agile Approach to Feeding Cloud Data Warehouses The benefits of cloud data warehouses go far beyond cost savings for organizations. Thanks to their ease-of-use, speed and nearlimitless
More informationTake a Dive into the Data Lake
Take a Dive into the Data Lake Philip Russom, Ph.D. Senior Research Director, TDWI March 29, 2017 SPONSOR 2 PHILIP RUSSOM Senior Research Director for Data Management, TDWI ROBERT ROUTZAHN Program Director,
More informationSmarter Reporting Leads to Better Decisions:
WHITEPAPER Smarter Reporting Leads to Better Decisions: Business Intelligence Services from ManhattanTechSupport.com Business Intelligence (BI) platforms give companies a critical competitive advantage
More informationDataAdapt Active Insight
Solution Highlights Accelerated time to value Enterprise-ready Apache Hadoop based platform for data processing, warehousing and analytics Advanced analytics for structured, semistructured and unstructured
More informationAdvanced Analytics in Azure
Explore What s Possible. Advanced Analytics in Azure Amie Mason, Practice Lead Data Science & Analytics amiem@attunix.com The Attunix Difference business technology Attunix delivers results at the intersection
More informationTHE MAGIC OF DATA INTEGRATION IN THE ENTERPRISE WITH TIPS AND TRICKS
THE MAGIC OF DATA INTEGRATION IN THE ENTERPRISE WITH TIPS AND TRICKS DATA HOLDS ALL THE POTENTIAL TO HELP BUSINESSES WIN CUSTOMERS INCREASE REVENUE GAIN COMPETITIVE ADVANTAGE STREAMLINE OPERATIONS BUT
More informationAdobe and Hadoop Integration
Predictive Behavioral Analytics Adobe and Hadoop Integration DECEMBER 2016 SYNTASA Copyright 1.0 Introduction For many years large enterprises have relied on the Adobe Marketing Cloud for capturing and
More informationTo win over grocery shoppers, rethink your technology and embrace a unified commerce approach
A white paper by PCMS, a proven global provider of grocery commerce solutions Winter 2017 To win over grocery shoppers, rethink your technology and embrace a unified commerce approach Winter 2017 Introduction
More informationAdobe and Hadoop Integration
Predictive Behavioral Analytics Adobe and Hadoop Integration JANUARY 2016 SYNTASA Copyright 1.0 Introduction For many years large enterprises have relied on the Adobe Marketing Cloud for capturing and
More informationGoverning Big Data and Hadoop
Governing Big Data and Hadoop Philip Russom Senior Research Director for Data Management, TDWI October 11, 2016 Sponsor 2 Speakers Philip Russom Senior Research Director for Data Management, TDWI Jean-Michel
More information5 Ways. to Cut. Market Data. Spend and IMPROVE WORKFLOW WHITE PAPER
5 Ways to Cut Market Data Spend and IMPROVE WORKFLOW WHITE PAPER 5 Ways to Cut Market Data Spend In order to remain competitive in energy and commodity markets, organizations must collect, analyze and
More informationCopyright - Diyotta, Inc. - All Rights Reserved. Page 2
Page 2 Page 3 Page 4 Page 5 Humanizing Analytics Analytic Solutions that Provide Powerful Insights about Today s Healthcare Consumer to Manage Risk and Enable Engagement and Activation Industry Alignment
More informationThe Age of Agile Solutions
>> Whitepaper The Age of Agile Solutions Creating Interconnected Ecosystems October 2017 Sell Side Sponsored by The Age of Agile Solutions Contents Executive Summary... Technology and Services to Unlock
More informationSmarter Content, Smarter People: Why Content Management Matters IBM Corporation
Smarter Content, Smarter People: Why Content Management Matters 1 Business Content is Everywhere Marketing manager posting on-line product videos AP manager paying invoices ecommerce product manager updating
More informationAnalytics empowering clients to see farther & go faster
Analytics empowering clients to see farther & go faster Vendor Agnostic Data & analytics focus with leading technology expertise Business Value Improve business processes via analytic solutions Partner
More informationCAPITAL MARKETS TRANSFORMATION. Pathways to Operations Control Value
CAPITAL MARKETS TRANSFORMATION Pathways to Operations Control Value WHITE PAPER Reconciliation as the catalyst The continued confluence of regulatory changes, market pressures and an increased demand for
More informationTop 5 Challenges for Hadoop MapReduce in the Enterprise. Whitepaper - May /9/11
Top 5 Challenges for Hadoop MapReduce in the Enterprise Whitepaper - May 2011 http://platform.com/mapreduce 2 5/9/11 Table of Contents Introduction... 2 Current Market Conditions and Drivers. Customer
More informationPentaho 8.0 and Beyond. Matt Howard Pentaho Sr. Director of Product Management, Hitachi Vantara
Pentaho 8.0 and Beyond Matt Howard Pentaho Sr. Director of Product Management, Hitachi Vantara Safe Harbor Statement The forward-looking statements contained in this document represent an outline of our
More informationEDW MODERNIZATION & CONSUMPTION
EDW MODERNIZATION & CONSUMPTION RAPIDLY. AT ANY SCALE. TRANSFORMING THE EDW TO BIG DATA/CLOUD VISUAL DATA SCIENCE AND ETL WITH APACHE SPARK FASTEST BI ON BIG DATA AT MASSIVE SCALE Table of Contents Introduction...
More informationFrom Data Deluge to Intelligent Data
SAP Data Hub From Data Deluge to Intelligent Data Orchestrate Your Data for an Intelligent Enterprise Data for Intelligence, Speed, and With Today, corporate data landscapes are growing increasingly diverse
More informationDatameer for Data Preparation: Empowering Your Business Analysts
Datameer for Data Preparation: Empowering Your Business Analysts As businesses strive to be data-driven organizations, self-service data preparation becomes a critical cog in the analytic process. Self-service
More informationExecutive Brief. 3 Keys to Self-Service Data Preparation
Executive Brief 3 Keys to Self-Service Data Preparation CLOUD ANALYTICS DIGITAL SECURITY 3 Keys to Self-Service Data Preparation Liberate resources from time-consuming data chores to focus on high-impact
More informationWHITE PAPER. Standardization in HP ALM Environments. Tuomas Leppilampi & Shir Goldberg.
1 WHITE PAPER Standardization in HP ALM Environments Tuomas Leppilampi & Shir Goldberg 2 1 INTRODUCTION... 2 2 HP ALM IN A NUTSHELL... 3 3 CHALLENGES IN USING HP ALM... 4 3.1 LACK OF GOVERNANCE... 4 3.2
More informationMicrosoft Dynamics ERP. Success for your business. Success for you.
Microsoft Dynamics ERP Success for your business. Success for you. Achieve success on your terms Today s organizations compete in an environment dramatically shaped by current economic conditions as well
More informationDIGITAL CASE STUDIES
DIGITAL CASE STUDIES 1 Digital Banking with an Internet-Only Bank Digital banking is at a tipping point, our clients are looking for support to create new digitally disruptive services while complying
More informationEMBED ANALYTICS EVERYWHERE Tomáš Jurczyk
EMBED ANALYTICS EVERYWHERE Tomáš Jurczyk Email: tomas.jurczyk@quest.com AGENDA Short introduction of Statistica Enabling Collective Intelligence INTEGRATION WITH ANALYTICS MARKETPLACES Empowering Citizen
More informationSAP BusinessObjects Business Intelligence
SAP BusinessObjects Business Intelligence Increase Business Agility with the Right Information, When & Where it is Needed Disruptive innovation has resulted in a revolutionary shift in the way enterprises
More informationRapid Delivery Predictable Outcomes Your SAP Data Partner
Rapid Delivery Predictable Outcomes Your SAP Data Partner We are We are a global, UK-based solution provider with offices covering mainland Europe, North and Latin America and India. Since 2004, we have
More informationGoing Big Data? You Need A Cloud Strategy
A Forrester Consulting January 2017 Thought Leadership Paper Commissioned By Oracle And Intel Going Big Data? You Need A Cloud Strategy Table Of Contents Executive Summary... 1 Big Data Investment Shifts
More information