- DirectBI provides standard and intelligent products for your business using advanced technologies in big data and artificial intelligence
- BI+AI is a general purpose Big-data solution and platform with horizontal scalability, high availability and low latency with the mission to
Go Big - Big Data
Go Deep - Deep Learning and AI
Go Fast - Streaming and Real Time
- BI+AI delivers features in Big-data and AI:
Big-data Infrastructure
Big-data Ingestion
Big-data Intelligence
Big-data Insights
Artificial Intelligence
- BI+AI builds new eco-system by integrating existing components in
Kafka Message system
Hadoop Eco-system
Spark Eco-system
Cassandra NoSQL cluster
Zeppelin visualization system
- Main applications:
IOT
Web application
Mobile application
Social network
etc
- Main Stacks:
SMACK (Spark/Mesos/Akka/Cassandra/Kafka)
ELK (ElasticSearch/Logstash/Kibana)
LAMMP (Linux/Apache/MySQL/MongoDB/PHP)
- This is one BI+AI application in Twitter Sentiment Analysis about Trump, Obama, Hillary, etc
- Results:
There are much more twitters about Trump than Obama and Hillary
Overall there are more negative twitters than positive twitters for Trump, Obama and Hillary
The positive rate of Obama is higher than Trump's and Hillary's
- Processes:
Extract twitters and send to Kafka Message cluster
Spark cluster processes streaming data from Kafka and store into Cassandra NoSQL database
Use Stanford NLP for Sentiment Analysis
Zeppellin visualizes data in tables, charts and dashboards
- Dashboard:
- Guangnaqu is a genral purpose recommendation system for web application and mobile application, which is based on state-of-art recommendation engine using users' behaviors data. It integrates scalable big data solution with MongoDB, Hadoop and Spark, etc.