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.

1. © Cloudera, Inc. All rights reserved. 1

2. MODERN DATA WAREHOUSE
FUNDAMENTALS
Part III: Healthy in Production: Optimizing, Managing, and Troubleshooting
December, 2018

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 © 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 © Cloudera, Inc. All rights reserved.
Managing all this requires comprehensive
Workload Management

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 © 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 © 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 © 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 © 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 © 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 © Cloudera, Inc. All rights reserved.
DEMO Video

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 © Cloudera, Inc. All rights reserved.
MIGRATE
Comprehensive Risk Assessment
Easy Onboarding of New Applications
Reduced Time to Production

15. 15 © Cloudera, Inc. All rights reserved.
ANALYZE
Monitor Application Health
Self-service Analytics
Identify Anti-patterns & Bad
Hardware

16. 16 © Cloudera, Inc. All rights reserved.
OPTIMIZE
Achieve Performance Predictability
Prescriptive Tuning & Workload
Balancing
Resource-to-Cost Optimizer

17. 17 © Cloudera, Inc. All rights reserved.
MANAGE
Define, Monitor & Manage SLAs
Proactively Help Eliminate Bottlenecks
Assist in Capacity Planning

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 © Cloudera, Inc. All rights reserved.
WORKLOAD MANAGEMENT - WHAT’S COMING?
Intelligent Workloads Prescriptive Recommendations Actionable Capabilities

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. © 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. THANK YOU
https://www.cloudera.com/products/data-warehouse.html

23. © Cloudera, Inc. All rights reserved. 23