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02 MongoDB

SMBUD - Systems and Methods for Big and... 07 Document Databases

MongoDB is a document-oriented database that stores data within: Documents: consist of key-valu...

Updated 3 years ago by Paolo Basso

01 Introduction

SMBUD - Systems and Methods for Big and... 07 Document Databases

Document databases deviate from the entity-based denormalized data model of relational dbs and pr...

Updated 3 years ago by Paolo Basso

03 Neo4J

SMBUD - Systems and Methods for Big and... 06 Graph Stores

The most popular graph database is Neo4J, implemented in Java by Neo Technologies, and it has the...

Updated 3 years ago by Paolo Basso

02 Graph Databases

SMBUD - Systems and Methods for Big and... 06 Graph Stores

Motivations The table based structure of relational databases makes it hard to represent relation...

Updated 3 years ago by Paolo Basso

01 Graph Theory

SMBUD - Systems and Methods for Big and... 06 Graph Stores

Basic definitions The Graph is a data structure that was first used in 1736 to represent a city a...

Updated 3 years ago by Paolo Basso

03 Brief NoSQL history

SMBUD - Systems and Methods for Big and... 05 NoSQL introduction

MultiValue databases at TRW in 1965. DBM is released by AT&T in 1979. Lotus Domino released in 1...

Updated 3 years ago by Paolo Basso

02 Transactional Properties in NoSQL

SMBUD - Systems and Methods for Big and... 05 NoSQL introduction

Transaction is SQL, ACID In the relational world we are used to having the concept of a transacti...

Updated 3 years ago by Paolo Basso

02 RESTful API

SMBUD - Systems and Methods for Big and... 04 Data ingestion and API

Is a standardized resource based way of designing API. The RESTful API uses the available HTTP ve...

Updated 3 years ago by Paolo Basso

02 Relational Model

SMBUD - Systems and Methods for Big and... 03 ER and Relational Data Models

Keys Superkey: a set of attributes K is a superkey for a relation r if r does not contain two dis...

Updated 3 years ago by Paolo Basso

01 ER

SMBUD - Systems and Methods for Big and... 03 ER and Relational Data Models

Foundations An entity–relationship model (or ER model) describes interrelated things of interest ...

Updated 3 years ago by Paolo Basso

01 The Data-driven Virtuous Cycle

SMBUD - Systems and Methods for Big and... 01-02 Big Data and data-driven decisions

Collect Widely different data sources: Logs IoT Social Media Ecommerce Traditional businness da...

Updated 3 years ago by Paolo Basso