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Modern Data Warehouse Fundamentals Part 3

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Explore new trends and use cases in data warehousing including exploration and discovery, self-service ad-hoc analysis, predictive analytics and more ways to get deeper business insight. Modern Data Warehousing Fundamentals will show how to modernize your data warehouse architecture and infrastructure for benefits to both traditional analytics practitioners and data scientists and engineers.

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  • DOWNLOAD THI5 BOOKS INTO AVAILABLE FORMAT (Unlimited) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download Full EPUB Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... ACCESS WEBSITE for All Ebooks ......................................................................................................................... Download Full PDF EBOOK here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download EPUB Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download doc Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... ......................................................................................................................... ......................................................................................................................... .............. Browse by Genre Available eBooks ......................................................................................................................... Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult,
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Modern Data Warehouse Fundamentals Part 3

  1. 1. © Cloudera, Inc. All rights reserved. 1
  2. 2. MODERN DATA WAREHOUSE FUNDAMENTALS Part III: Healthy in Production: Optimizing, Managing, and Troubleshooting December, 2018
  3. 3. © Cloudera, Inc. All rights reserved. 3 SPEAKERS Raman Rajasekhar Product Manager rr@cloudera.com David Dichmann Director, Product Marketing ddichmann@cloudera.com
  4. 4. 4 © Cloudera, Inc. All rights reserved. TYPICAL MODERN DATA WAREHOUSE FOOTPRINTS Terabytes Users Databases Queries / Month FRAUD PREVENTION Use Cases Users Fewer Silos Diverse Data NEW PRODUCT DEVELOPMENT Query Responses New Sources Min. Data Sets Users BUSINESS OPTIMIZATION LARGE BANK GLOBAL PHARMA MAJOR TELCO
  5. 5. 5 © Cloudera, Inc. All rights reserved. Managing all this requires comprehensive Workload Management
  6. 6. 6 © Cloudera, Inc. All rights reserved. Workload Management is about proactively assisting and de-risking every phase of the big data application lifecycle, supporting all stakeholders involved
  7. 7. 7 © Cloudera, Inc. All rights reserved. Cloudera aims to empower our customers through a self-service intelligent workload-centric software to deliver Workload XM
  8. 8. 8 © Cloudera, Inc. All rights reserved. PERSONAS: WHO USES THE MODERN DATA WAREHOUSE? Hadoop / System / Database Admin Data Architects Data Engineering / BI Developer Data Consumers Central Support Team System Integrator
  9. 9. 9 © Cloudera, Inc. All rights reserved. KEEPING YOUR DATA WAREHOUSE HEALTHY Self-service AnalysisAssist workload migration Visibility into clusters Baseline, performance tune & troubleshoot Impala/Hive/SparkDeep health checks Identify rogue applications
  10. 10. 10 © Cloudera, Inc. All rights reserved. How do I share petabytes of verified data across thousands of users with varied skill-sets while maintaining SLAs and cost? Fix data health issues like small files Better metadata handoff between ETL & BI Enhanced visibility within and across clusters Proactive De-risking through early detection & elimination of bottlenecks Reduced time-to-production through quick troubleshooting & tuning Self-service analytics through prescriptive recommendations
  11. 11. 11 © Cloudera, Inc. All rights reserved. CLOUDERA ENTERPRISE The modern platform for machine learning and analytics optimized for the cloud Amazon S3 Microsoft ADLS HDFS KUDU SECURITY GOVERNANCE WORKLOAD MANAGEMENT INGEST & REPLICATION DATA CATALOG Core Services Storage Services DATA WAREHOUSE DATA SCIENCE EXTENSIBLE SERVICES OPERATIONAL DATABASE DATA ENGINEERING
  12. 12. 12 © Cloudera, Inc. All rights reserved. DEMO Video
  13. 13. 13 © Cloudera, Inc. All rights reserved. CLOUDERA WORKLOAD XM Proactively optimize Workloads, Application Performance, and Infrastructure Capacity for Data Warehousing, Data Engineering, and Machine Learning Environments Migrate Analyze Optimize Manage
  14. 14. 14 © Cloudera, Inc. All rights reserved. MIGRATE Comprehensive Risk Assessment Easy Onboarding of New Applications Reduced Time to Production
  15. 15. 15 © Cloudera, Inc. All rights reserved. ANALYZE Monitor Application Health Self-service Analytics Identify Anti-patterns & Bad Hardware
  16. 16. 16 © Cloudera, Inc. All rights reserved. OPTIMIZE Achieve Performance Predictability Prescriptive Tuning & Workload Balancing Resource-to-Cost Optimizer
  17. 17. 17 © Cloudera, Inc. All rights reserved. MANAGE Define, Monitor & Manage SLAs Proactively Help Eliminate Bottlenecks Assist in Capacity Planning
  18. 18. 18 © Cloudera, Inc. All rights reserved. WHY WORKLOAD XM? - No Installation, Restarts, Downtimes - No Agents or Sensors deployed on cluster - Instant availability of new features and enhancements - Extensive Knowledge base on platform usage from customers across the globe - A non-intrusive, secure and stateless metrics collection - SDX Advantage, tighter integration into the Cloudera ecosystem & enhanced UX - No one understands our platform better!
  19. 19. 19 © Cloudera, Inc. All rights reserved. WORKLOAD MANAGEMENT - WHAT’S COMING? Intelligent Workloads Prescriptive Recommendations Actionable Capabilities
  20. 20. 20 © Cloudera, Inc. All rights reserved. Cluster Utilization - Increased ROI on infrastructure THE WORKLOAD XM ADVANTAGE Time to Detect Issues & Bottlenecks - Saving Time & Costs Faster RCA & Troubleshooting - Reducing expensive Overheads & Costs Intrinsic Value of Node Improved SLA Adherence - Equates to XXX Revenue Minimal Additional Resource Consumption
  21. 21. © Cloudera, Inc. All rights reserved. 21 THE MODERN DATA WAREHOUSE Deeper Business Insights at Extreme Speed and Scale While Managing Cost DEEPER business insights EXTREME speed & scale CONTROLLED resources & costs
  22. 22. THANK YOU https://www.cloudera.com/products/data-warehouse.html
  23. 23. © Cloudera, Inc. All rights reserved. 23

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