Extending Cloudera SDX beyond the Platform
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Cloudera SDX is by no means no restricted to just the platform; it extends well beyond. In this webinar, we show you how Bardess Group’s Zero2Hero solution leverages the shared data experience to coordinate Cloudera, Trifacta, and Qlik to deliver complete customer insight.
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Extending Cloudera SDX beyond the Platform
- 1. EXTENDING CLOUDERA SDX BEYOND THE PLATFORM
- 2. 2 © Cloudera, Inc. All rights reserved. TODAY’S SPEAKERS Wim Stoop Product Marketing Manager [email protected] Philip Duplisey Sr. Director Consulting Services [email protected] Daniel Parton Lead Data Scientist [email protected] David Freriks Emerging Technology Evangelist [email protected]
- 3. 3 © Cloudera, Inc. All rights reserved. MULTI- DISCIPLINARY ANALYTICS
- 4. © Cloudera, Inc. All rights reserved. WE ALL HAVE BAGGAGE
- 5. 5 © Cloudera, Inc. All rights reserved. TRADITIONAL APPLICATION SILOS CONTEXT STORAGE APPLICATION SECURITY GOVERNANCE LIFECYCLE CATALOG DATA SCIENCE FS SQL ANALYTIC DATABASE SECURITY GOVERNANCE LIFECYCLE CATALOG RDBM S NOSQL & RT DATABASE SECURITY GOVERNANCE LIFECYCLE CATALOG FS ETL & DATA ENGINEERIN G SECURITY GOVERNANCE LIFECYCLE CATALOG RDBM S DATA WARE- HOUSE/MAR T RDBM S SECURITY GOVERNANCE LIFECYCLE CATALOG
- 6. 7 © Cloudera, Inc. All rights reserved. BUSINESS IMPACT OF SILOED SYSTEMS Average lost revenue Inaccurate and duplicated data directly impacts bottom line of 88% of all companies. Suffer from legacy Legacy technology is holding back four in five organizations from taking advantage of data- driven opportunities. Costly compliance Average annual cost for financial services organizations to achieve compliance. By 2023, 35% of organizations in the sector will spend more than 5% of their revenue on achieving and maintaining it.
- 7. 8 © Cloudera, Inc. All rights reserved. NEGATIVE BUSINESS IMPACT • Increased operational costs many distinct environments to buy and build • Increased staff overhead many distinct tools to learn and support • Increased security risks many distinct frameworks to enforce • Decreased business insights narrow data sets and analytics rigidity • Decreased business agility outdated and limiting for applications blah • Decreased governance capability no common visibility across stores
- 8. 9 © Cloudera, Inc. All rights reserved. DATA CONTEXT CHALLENGE Data stateful Compute stateless Context stateless
- 9. 10 © Cloudera, Inc. All rights reserved. CLOUDERA ENTERPRISE WITH SDX Benefits for IT infra & ops ● Central control and security ● Focus on curating not firefighting Benefits for users ● Value from single source of truth ● Bring the best tools for each job WORKLOADS 3RD PARTY SERVICES DATA ENGINEERIN G DATA SCIENCE DATA WAREHOUS E OPERATIONA L DATABASE DATA CATALOG GOVERNANCESECURITY LIFECYCLE MANAGEMENT STORAGE Microsoft ADLS COMMON SERVICES HDFS Amazon S3 KUDU
- 10. 11 © Cloudera, Inc. All rights reserved. WORKLOADS 3RD PARTY SERVICES DATA ENGINEERING DATA SCIENCE DATA WAREHOUSE OPERATIONAL DATABASE DATA CATALOG GOVERNANCESECURITY LIFECYCLE MANAGEMENT STORAGE Microsoft ADLS COMMON SERVICES HDFS Amazon S3 KUDU Security: role-based access control applied consistently across the platform. Includes full stack encryption and key management Governance: enterprise-grade auditing, lineage, and governance capabilities applied across the platform with rich extensibility for partner integrations Lifecycle Management: comprehensive ingest-to-purge management of data set lifecycle activities Data Catalog: a comprehensive catalog of all data sets, spanning on-premises, cloud object stores, structured, unstructured, and semi-structured SHARED DATA EXPERIENCE Built for multi-function analytics anywhere
- 11. © Cloudera, Inc. All rights reserved. WE’RE NOT AN ISLAND
- 12. 13 © Cloudera, Inc. All rights reserved. PARTNER ECOSYSTEM ISVs & SOLUTIONS CLOUD & PLATFORM SYSTEM INTEGRATORSRESELLERS
- 13. 14 © Cloudera, Inc. All rights reserved. SOLUTION GALLERY
- 14. © Cloudera, Inc. All rights reserved. BARDESS – FROM DATA TO INSIGHTS. EVERYDAY
- 15. 16 © Cloudera, Inc. All rights reserved. BARDESS – FROM DATA TO INSIGHTS. EVERYDAY Zero2HeroTM Made possible by SDX. • Bardess Group and Zero2Hero intro • Importance of data context solutions involving multiple partners • SDX orchestrating context between moving parts • Demo, also highlighting SDX elements
- 16. We transform data into insights and action, everyday. Bardess is a consulting company focused on designing and implementing data analytics solutions. We are a team of data and business professionals, who ask insightful questions, extend boundaries and take action.
- 17. • Bardess is organized around the modern data analytics ecosystem to identify strategic business opportunities at every step. • • We build our teams to uncover insights hidden deep within data MANAGEMENT CONSULTING DATA ENGINEERING DATA SCIENCE DATA ANALYTICS DATA PRACTICES
- 18. Zero2Hero z2H Stack Summary Stack Function Description Any data platform must start with the storage and processing layer, and modern "schema-on-read" architectures and Big Data processing frameworks providing a high-performance, scalable base. Data prep is the most time consuming aspect of an analytics project. Modern tools make it easy to democratize this workflow, and keep it scalable and integrated with data governance systems. Visual analytics is key in exposing patterns, relationships, and outliers in the data to users. Because data is only useful to the extent that it can be successfully interpreted and analyzed. Apply artificial intelligence, machine learning, predictive, prescriptive and geospatial capabilities to create meaningful insights that drive additional value. ADVANCED ANAYTICSVISUAL ANALYTICSDATA SHAPINGSTORAGE & PROCESSING
- 19. Zero2Hero z2H Stack Summary Stack Function Description Bardess Accelerator Partner Any data platform must start with the storage and processing layer, and modern "schema-on-read" architectures and Big Data processing frameworks providing a high-performance, scalable base. Data prep is the most time consuming aspect of an analytics project. Modern tools make it easy to democratize this workflow, and keep it scalable and integrated with data governance systems. Visual analytics is key in exposing patterns, relationships, and outliers in the data to users. Because data is only useful to the extent that it can be successfully interpreted and analyzed. Apply artificial intelligence, machine learning, predictive, prescriptive and geospatial capabilities to create meaningful insights that drive additional value. ValueCreation Cluster Prerequisites Installed Metadata cataloged and Indexed Data lineage reporting Workload management Hadoop explorer Integration with external analytics engines Integrated Model training Model performance monitoring Real-time predictions ADVANCED ANAYTICSVISUAL ANALYTICSDATA SHAPINGSTORAGE & PROCESSING
- 20. Zero2Hero Stack Solution A pre-built data processing and analysis stack of exceptional tools, Bardess accelerators, preloaded with relevant industry data, designed to solve modern scale problems and deliver rapid value.
- 21. Demo Zero2HeroTM Live in Action Daniel Parton – PhD – Lead Data Scientist – Bardess Group
- 22. Demo Zero2HeroTM Live in Action David Freriks – Emerging Technology Evangelist – Qlik
- 23. © Cloudera, Inc. All rights reserved. SDX – TRULY SHARED, BEYOND THE PLATFORM
- 24. 26 © Cloudera, Inc. All rights reserved. DATA-DRIVEN JOURNEY USE CASES VISIBILITY Preventive & Proactive Maintenance IoT Hub for Industry 4.0 Advanced Threat Detection Risk Modelling & Analysis Marketing Systems Integration Customer 360 Insights Exploratory Data Science Data Warehouse Applied Machine Learning GROW Sales & Marketing CONNECT Operations & Product PROTECT Security & Compliance MODERNIZE IT, Tech, Data Science & Analytics
- 25. 27 © Cloudera, Inc. All rights reserved. POSITIVE BUSINESS OUTCOMES • Increased business insights diverse data together with analytics flexibility • Increased business agility modern and nimble application innovation • Increased governance capability one common viewpoint and store • Decreased operational costs one environment for all needs blahhhhh • Decreased staff overhead one set of controls for everything blahhhh • Decreased security risks comprehensive controls everywhere
- 26. 28 © Cloudera, Inc. All rights reserved. EVEN BETTER WITH SDX Cloudera and partners • Tight integration • Differentiated, repeatable solutions For customer benefits • Complete, use case specific solutions • Delivered at lower risk • For faster time to value
- 27. THANK YOU