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Big Data - RFX methodology by Mind Map: Big Data - 
RFX methodology
5.0 stars - 6 reviews range from 0 to 5

Big Data - RFX methodology

Use task properties such as priority, completion, due date and assignee to manage your tasks and click on the completion icon to advance progresses

Data Source

Social Media API

Facebook Graph API

Twitter API

Google+ API

LinkedIn API

Master Data

MySQL

Oracle

PostgresSQL

MongoDB

Server Logs

Access Logs, The number of visitors, The origin of the visitors, How many requests for each page at the site, Usage patterns in terms of time of day, day of week, and seasonally

User Activity Tracking

Contextual Data, Time, Pageview, Location, Store, Online shopping, Offline shopping, Mall, Referer, Online Channel, Website, Search Engine, Social Media, Friend, Social Media, Offline, User Agent, Device

Behavioral data, True Impression, True Attention, Like, Click, Comment, Purchase, CheckIn

Sensor devices

RFID Readers

Wearable medium

Smartwatch

Data Collector

Build trusted sources of data

Websites, JavaScript Tracking

Mobile, SDK for Mobile Analytics

Middle-ware, Access Logs, NginX, Debug/Error/Info Logs (e.g: log4j )

Email, Tracking

Data Storage

Distributed File System

Real-time processing, Apache Kafka, Redis, Apache Storm, Apache Spark Streaming, Aerospike

Batch processing, Apache Hadoop, HDFS, Apache Cassandra, memory-centric distributed storage system, http://tachyon-project.org/, https://github.com/google/jimfs

Data Query

Ask Bigger Questions

Distributed Query Engines

Apache Phoenix

Apache Hive

Apache Spark

Apache Tajo

Data Mining

Find the insights

Ad-hoc Query with SQL

Text Clustering

topic modeling

Predictive Analytics

Machine Learning

Data Visualization

Open Source Projects

http://www.chartjs.org/

http://nvd3.org/

http://dygraphs.com/

https://github.com/showcases/data-visualization

Display data in accessible format

Heatmap

D3.js

leafletjs

Data-driven Business

Marketing

Marketing Optimization

Reactive Marketing

Advertising

Advertising Analytics 2.0

Media intelligence

Analytics Platform

Strategy

Planning Automation

Organization

Data Model

Classical Data Structures

List

Tree

Hash Map

Graph

Algorithms

Probabilistic Data Structures

User Profile Classification

Data Actor

RFX-DB

Active Functor Theory

Reactive Function X (RFX)

Reactive System

Processing Actor - Akka.io

Reactive Streams