Hadoop in the Cloud. Ryan Lippert, Cloudera Product Cloudera, Inc. All rights reserved.
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1 Hadoop in the Cloud Ryan Lippert, Cloudera Product 1
2 2
3 Cloudera Confidential 3
4 Drive Customer Insights Improve Product & Services Efficiency Lower Business Risk 4
5 The world s largest taxi company owns ZERO vehicles. The world s largest accommodation provider owns ZERO real estate. The world s most popular media owner creates ZERO content. The world s leading music platform owns no music. 5
6 Our relationship with data is changing 6
7 What s Driving Hadoop to the Cloud? Enterprise customers using cloud for big data analytics Hadoop deployments in cloud are accelerating: Executive mandate: minimize on-prem datacenter footprint Perceived lower overall TCO Increased agility: end-user self-service Elasticity: optimize infrastructure usage 7
8 8
9 Common workloads in the cloud Reduce Operating Costs New Insights, New Revenue Run Without Risk ETL/Modeling (Data Engineering) BI/Analytics (Analytic Database) App Delivery (Operational Database) Only pay for what you need, when you need it Explore and analyze all data, wherever it lives Enterprise-grade to protect your business, no matter what Transient clusters Elastic workload Object storage centric Cloud-native deployment Transient or Persistent clusters Sized to demand HDFS or object storage Lift-and-shift or cloud-native deployment Fixed clusters Periodic sync All HDFS storage Lift-and-shift deployment 9
10 CUSTOMER 360 FINANCIAL SERVICES» BEHAVIORAL ANALYTICS» PREDICTIVE ANALYTICS» SCALABLE PROCESSING Crunching 1,000+ Business Metrics per Customer with Sub-Second Responses Enables granular targeting of customers 50% reduction in marketing cost execution at one bank with focus on high potential customers Stores and processes thousands of critical events at scale at a low cost Provides flexibility, agility to support customer needs with Cloudera on Amazon Web Services and on premises 10
11 Common workloads in the cloud Reduce Operating Costs New Insights, New Revenue Run Without Risk ETL/Modeling (Data Engineering) BI/Analytics (Analytic Database) App Delivery (Operational Database) Only pay for what you need, when you need it Explore and analyze all data, wherever it lives Enterprise-grade to protect your business, no matter what Transient clusters Elastic workload Object storage centric Cloud-native deployment Transient or Persistent clusters Sized to demand HDFS or object storage Lift-and-shift or cloud-native deployment Fixed clusters Periodic sync All HDFS storage Lift-and-shift deployment 11
12 DATA-DRIVEN PRODUCTS MANUFACTURING» CUSTOMER 360» DATA DRIVEN PRODUCTS» DATA DRIVEN SERVICES Measure user interaction across the ecosystem, help direct R&D and development spend Virtuous cycle: Identify features that facilitate sharing of content that drive new customers Real-time streaming and batch data from product logs, web analytics, channel data and ERP Impala connects to third-party data wrangling and BI tools for fast reporting 12
13 Common workloads in the cloud Reduce Operating Costs New Insights, New Revenue Run Without Risk ETL/Modeling (Data Engineering) BI/Analytics (Analytic Database) App Delivery (Operational Database) Only pay for what you need, when you need it Explore and analyze all data, wherever it lives Enterprise-grade to protect your business, no matter what Transient clusters Elastic workload Object storage centric Cloud-native deployment Transient or Persistent clusters Sized to demand HDFS or object storage Lift-and-shift or cloud-native deployment Fixed clusters Periodic sync All HDFS storage Lift-and-shift deployment 13
14 COMPLIANCE» DATA INGEST» STREAM PROCESSING» EVENT MONITORING REDUCE RISK Process 30-billion market events per day to build a holistic picture of US market activity Market event graph database built on Cloudera on AWS Rapid, interactive access to 2+ years data Operational efficiencies resulting from the platform s scalability result in net annual savings of $20 million 14
15 Key Requirements of Big Data in the Cloud Elastic Hybrid/Multi-Cloud Enterprise Grade Size compute and storage independently, grow and shrink clusters dynamically, and pay only for what you use on ad-hoc, transient workloads Preserve business flexibility and data portability and minimize cloud lock-in by running in any one of the three major public cloud providers or in private cloud Reduce risk with comprehensive manageability, availability, security, and governance required for production big data workloads 15
16 How do you do Hadoop in the cloud? 16
17 Patterns of Cloud-Native Applications Flexibility, Self-Service Models, and New Cost Dynamics COMPUTE Decoupled Storage and Compute for Elastic Scale Object Store Embrace Transience for Lower Costs SPIN UP 1h r SPIN DOWN Compartmentalize for Greater Isolation Object Store 17
18 Persistent application Data Source s Kafka/ Flume Spark Streaming Kafka HBase or Impala/Kudu (beta) Real-Time Serving Application Streaming Architecture S3 Impala Analytics Hive/Spark/HoS Batch Data Transformations 18
19 Transient application Data Source s Kafka/ Flume Spark Streaming Kafka HBase, or Impala/Kudu (beta) Real-Time Serving Application Batch Analytics S3 S3 Hive/Spark/HoS Impala Batch Data Transformations BI & Analytics 19
20 Combining the two: lambda architecture Data Source s Kafka/ Flume Spark Streaming Kafka HBase or Impala/Kudu (beta) Real-Time Serving Application S3 S3 Hive/Spark/HoS Impala Batch Data Transformations BI & Analytics 20
21 Director Provisioning: Cluster Lifecycle Management Spin up, grow & shrink, terminate CDH clusters that read/write to object store Easy Administration Dynamic cluster lifecycle management Single pane of glass: multi-cluster view Cloudera Director Flexible Deployments Multi-cloud: AWS, Azure, GCP Fast cluster deployments Scaling of CDH clusters Spot instance support Enterprise-grade Integration across Cloudera Enterprise Management of CDH deployments at scale 21
22 Get started with Cloudera Enterprise in the cloud Cloudera Director AWS Quickstart Azure Marketplace Deploy and manage Cloudera Enterprise in the cloud environment of your choice Deploy an enterprise data hub on AWS Provision and deploy Cloudera Enterprise on the Azure Marketplace 22
23 Thank You 23
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