Oracle NoSQL Database Overview Marie-Anne Neimat, VP Development

Transcription

1 Oracle NoSQL Database Overview Marie-Anne Neimat, VP Development June14, Copyright 2012, Oracle and/or its affiliates. All rights

2 Agenda Big Data Overview Oracle NoSQL Database Architecture Technical Overview Benchmark Results Usage scenarios 2 Copyright 2012, Oracle and/or its affiliates. All rights

3 What is Big Data? GEODATA TEXT SENSOR DATA VOLUME VELOCITY VARIETY VALUE 3 Copyright 2012, Oracle and/or its affiliates. All rights

4 Big Data Lifecycle DECIDE ANALYZE ACQUIRE ORGANIZE Make Better Decisions Using Big Data 4 Copyright 2012, Oracle and/or its affiliates. All rights

5 Big Data Lifecycle DECIDE Exalytics & TimesTen IMDB O ANALYZE ACQUIRE Oracle NoSQL Database ORGANIZE Make Better Decisions Using Big Data 5 Copyright 2012, Oracle and/or its affiliates. All rights

6 Big Data Use Cases Today s Challenge New Data What s Possible Healthcare Expensive office visits Manufacturing In-person support Location-Based Services Based on home zip code Utilities Complex Distribution Grid Retail One size fits all marketing Remote patient monitoring Product sensors Real time location data Detailed consumption statistics Social media Preventive care, reduced hospitalization Automated diagnosis, support Geo-advertising, traffic, local search Increased availability, reduced cost, tiered metering plans Sentiment analysis segmentation 6 Copyright 2012, Oracle and/or its affiliates. All rights

7 Why is Big Data important? US HEALTH CARE US RETAIL MANUFACTURING GLOBAL PERSONAL LOCATION DATA EUROPE PUBLIC SECTOR ADMIN Increase industry value per year by Increase net margin by Decrease dev., assembly costs by Increase service provider revenue by Increase industry value per year by $300 B 60+% 50% $100 B 250 B In a big data world, a competitor that fails to sufficiently develop its capabilities will be left behind. Source: * McKinsey Global Institute: Big Data The next frontier for innovation, competition and productivity (May 2011) 7 Copyright 2012, Oracle and/or its affiliates. All rights

8 Oracle NoSQL Database for realtime data management Hadoop Distributed File System (HDFS) File System Parallel scanning No inherent structure Bulk writes Batch Oriented Oracle NoSQL Database Database Indexed storage Simple data structure High volume random reads and writes Real-Time 8 Copyright 2012, Oracle and/or its affiliates. All rights

9 Agenda Big Data Overview Oracle NoSQL Database Architecture Technical Overview Benchmark Results 9 Copyright 2012, Oracle and/or its affiliates. All rights

10 Oracle NoSQL Database Use Cases Customer profile management Social networks Personalization Click-through data processing High-throughput event processing Sensor & statistics data capture Authentication & Content management SIMPLE QUERIES DYNAMIC SCHEMA HIGH VOLUME DATA Mobile application backend infrastructure Archiving 10 Copyright 2012, Oracle and/or its affiliates. All rights

11 Example: On-line Ads and Content Scenario User clicks on a web page Cookie used to look up user profile Store new profile if required User profile sent to expert system Appropriate ad placed on page Important Attributes Fast response time and high throughput High availability and scalability Flexible data model Look Up User Profile NoSQL DB Expert System Ad to be Displayed Goal: Optimize Internet Advertising to Increase Revenues 11 Copyright 2012, Oracle and/or its affiliates. All rights

12 Customer-Driven Requirements Terabytes to petabytes of unstructured or semi-structured data No single point of failure Cost effective, distributed storage Scalable on commodity hardware Fast, predictable response to simple queries Fast, reliable transactions Simple administration, enterprise support Commercial-grade NoSQL solution Real 24x7 support Real database expertise Large vendor & dedicated resources building & testing the software 12 Copyright 2012, Oracle and/or its affiliates. All rights

13 Oracle NoSQL Database A Distributed, Scalable Key-Value Database Application NoSQL Database Driver Storage Nodes Datacenter A Application NoSQL Database Driver Storage Nodes Datacenter B Simple Data Model Small, distributed footprint Highly scalable, available Transparent load balancing Integrates with Oracle Stack 13 Copyright 2012, Oracle and/or its affiliates. All rights

14 Architecture Summary Scalability Dynamic data partitioning and distribution Optimized data access via intelligent driver High availability One or more replicas Resilient to partition master failures No single point of failure Disaster recovery through location of replicas Transparent load balancing Reads from master or replicas Driver is network topology & latency aware Optimized for high throughput and low latency 14 Copyright 2012, Oracle and/or its affiliates. All rights

15 Simple Data Model Simple data model key-value pair (major+minor-key paradigm) Simple operations read/insert/update/delete, RMW support Scope of transaction records within a major key, single API call Unordered scan of all data (non-transactional) Major key: userid Strings Minor key: subscriptions address Byte Array Value: expiration date phone # id 15 Copyright 2012, Oracle and/or its affiliates. All rights

16 Simple Data Model ACID Transactions ACID transactions by default Transaction Scope Single API call All records must have the same major key Support for multiple operations within a transaction Can be relaxed for increased performance on a per-operation basis 16 Copyright 2012, Oracle and/or its affiliates. All rights

17 Simple Data Model ACID Transactions Configurability Configurable Durability Policy Configurable Consistency Policy 17 Copyright 2012, Oracle and/or its affiliates. All rights

18 Simple Administration Web-based console and CLI commands Manages and Monitors Topology Configuration changes Load: Number of operations, data size Performance: Latency, throughput. Min, max, average, trailing, Events: Failover, recovery, load distribution Alerts: Failure, poor performance, 18 Copyright 2012, Oracle and/or its affiliates. All rights

19 Oracle NoSQL Database Differentiation Integrates seamlessly with Oracle Stack (ODI, CEP, OLH) Commercial Grade Software and Support Scalability and Availability Simple Data Model Simple Administration General Purpose Intelligent Oracle Simple Major + Web-based Console Minor key and Value and CLI commands Reliable Based data structure on proven Berkeley DB JE HA ACID transactions Easy to Install & Configure NoSQL DB Driver Evenly distributes Data Sends operation to fastest node Bounded network hops for all operations Automatic replication and failover Configurable consistency and durability Manages and Monitors: Topology Load Performance Events Alerts 19 Copyright 2012, Oracle and/or its affiliates. All rights

20 Benchmarking Cisco 1.6 billion records 94K insert/sec 25K read/update/sec Low latency Linear scalability 20 Copyright 2012, Oracle and/or its affiliates. All rights

21 Oracle NoSQL Database Easy to use, easy to manage Scalable, Available, Predictable Latency A NoSQL Database from a vendor you trust 21 Copyright 2012, Oracle and/or its affiliates. All rights

22 22 Copyright 2012, Oracle and/or its affiliates. All rights