openexpo madrid 2015 - advanced applications with mongodb

Advanced Applications w/ MongoDB

Things you perhaps were not aware that MongoDB can do for you!

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Agenda

Introduction MongoDB

General Aspects of Databases

Modern Age Applications

Available Infrastructure

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Introduction

Norberto Leite Technical Evangelist Madrid, Spain http://www.mongodb.com/norberto @nleite norberto@mongodb.com

introduction

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MongoDB

GENERAL PURPOSE DOCUMENT DATABASE OPEN-SOURCE

MongoDB is Fully Featured

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THE LARGEST ECOSYSTEM 10,000,000+ MongoDB Downloads

250,000+ Online Education Registrants

35,000+ MongoDB User Group Members

35,000+ MongoDB Management Service (MMS) Users

900+ Technology and Services Partners

2,000+ Customers Across All Industries

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We are Local! http://www.meetup.com/Madrid-MongoDB-User-Group/events/223154279/

•  1047 members and growing •  Next event 24/06

MongoDB, Inc.

400+ employees 2,000+ customers

Over $311 million in funding 13 offices around the world

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Enabling New Apps Better Customer Experience

Lower TCO Faster Time to Value

MongoDB Business Value

OUR BUSINESS IS

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CREATE APPLICATIONS NEVER BEFORE POSSIBLE

AGILE SCALABLE

Databases

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Expressive Query

Language

Strong Consistency

Secondary Indexes

Flexibility

Scalability

Performance

Relational

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Relational Database Challenges Data Types

Unstructured data

Semi-structured data

Polymorphic data

Agile Development

Iterative

Short development cycles

New workloads

Volume of Data

Petabytes of data

Trillions of records

Millions of queries/sec

New Architectures

Horizontal scaling

Commodity servers

Cloud computing

Does that mean they are not good anymore?

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No, of course not. You are fine!

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NoSQL Expressive

Query Language

Strong Consistency

Secondary Indexes

Flexibility

Scalability

Performance

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Heisenberg Uncertainty Principle

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Expressive Query

Language

Strong Consistency

Secondary Indexes

Flexibility

Scalability

Performance

Relational NoSQL

Relational + NoSQL

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Expressive Query

Language

Strong Consistency

Secondary Indexes

Flexibility

Scalability

Performance

Nexus Architecture

Relational + NoSQL

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The Database of the Post-Relational Era

Combines the foundation of relational databases with the innovations of NoSQL

Flexible Data Model Performance Scalability

NoSQL Strong Consistency Powerful Query Language Rich Indexes

RELATIONAL

Modern Age Software

Factors Driving Modern Applications Data •  90% data created in last 2 years

•  80% enterprise data is unstructured

•  Unstructured data growing 2X rate

of structured data

Mobile •  2 Billion smartphones by 2015

•  Mobile now >50% internet use

•  26 Billion devices on IoT by

2020

Social •  72% of internet use is social media

•  2 Billion active users monthly

•  93% of businesses use social media

Cloud •  Compute costs declining 33% YOY

•  Storage costs declining 38% YOY

•  Network costs declining 27% YOY

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Modern Applications Common Aspects

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Data Consolidation

Data  Warehouse  

Real-­‐/me  or  Batch  

Engagement  Applicaiton  

Engagement  Applicaiton  

Opera&onal  Data  Hub   Benefits  •  Real-­‐/me  •  Complete  details  •  Agile  •  Higher  customer  reten/on  

•  Increase  wallet  share  •  Proac/ve  excep/on  handling  

Strategic  

Repo

r/ng  

Opera/onal  Repor/ng  

Cards    

Loans  

Deposits  

Cards    Data  Source  1  

Loans  Data  Source  2  

Deposits  

…

Data  Source  n  

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Molecular Similarity Database

•  Store Chemical Compounds – Fingerprints

•  Want to find compounds which are “close” to a given compound

•  Need to return quickly a small set of reasonable candidates

•  Few researchers working concurrently

•  Use Tanimoto association coefficient to compare two compounds based on their common fingerprints

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Big Data Genomics •  Very large base of DNA sample

sequences –  Origin, collection method,

sequence, date, … •  Enumeration of mutations

relative to reference sequence –  Positions, mutation type,

base •  Need to retrieve efficiently all

sequences showing a particular mutation

•  Similar to Content Management System pattern

•  Add tag array in sequence document with mutation names

•  Index tag array •  Queries looking for affected

sequences are indexed and very fast

•  Easy to setup, flexible representation and details for sequences, flexible evolution

•  Can scale to massive volumes

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IoT: Large Industrial Vehicle Manufacturer Shard 1

Secondary

Shard 2 Secondary

Shard 3 Secondary

Shard 1 Primary

Shard 1 Secondary

Shard 1 Primary

Shard 1 Secondary

Shard 1 Primary

Shard 1 Secondary

Central Hub

Regional Hub

Regional Hub

Regional Hub

So… just for fancy applications!??!

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Not Necessarily!

Have you ever needed: -  Change the Schema ? -  Iterate Faster ? -  Different Data Types ? -  Geospatial Capabilities?

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MOBILE IS HARD MONGODB MAKES IT EASY

Document Model

Dynamic Schema

Horizontal Scalability

New Data

Streams of Fast Data

Scaling Problems

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CATALOGS ARE HARD MONGODB MAKES IT EASY

Do the Impossible

Faster

Query Language & Aggregation Framework

Stagnant

Heterogeneous Data

Feature Tradeoffs

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CATALOGS ARE HARD MONGODB MAKES IT EASY

Tailor Made To Innovate

Adjust To Your Business Needs

Open Source

Hard to Innovate

Can't Customize at Speed

Expensive

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AND MANY OTHERS

Available Infrastructure

Infrastructure “ … the basic equipment and structures (such as roads and bridges)

that are needed for a country, region, or organization to function properly …”

http://www.merriam-webster.com/dictionary/infrastructure

Roman Roads

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Revolution on Infrastructure

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PaaS Services

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Services and API's

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Modern Infrastructure

Virtual

Redundant

Flexible Diverse

Scalable

Before I leave …

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What we discovered today •  Today we have a lot of choices

–  For building applications –  For storing data –  For deployment and infrastructure

•  Our Apps are ever more –  Dynamic –  Fast paced –  Demanding

•  Change is constant and should be embraced •  MongoDB is here to help you

–  Scale –  Iterate –  Get more out of your ideas!

Come and Learn More

https://www.mongodb.com/collateral/mongodb-30-whats-new

Engineering

Sales & Account Management Finance & People Operations

Pre-Sales Engineering Marketing

Join the Team

View all jobs and apply: http://grnh.se/pj10su

Obrigado! Norberto Leite Technical Evangelist norberto@mongodb.com @nleite