MASS

Machine Advanced Scanning System

Data Sources

Enterprise Apps

Machine / Sensor

Historian

Other sources
Data Ingestion
Realtime data streams
Data buffer
Bulk data ingestion
Fault tolerance & transfer check
API integration for custom data import
Messaging broker
Data Storage
Distributed data store (HDFS, Hive, HBase)
Time series database
Historian & archived data
Application database
Binary, Images and more
Anomaly Scan

Anomaly detection algorithms to identify deviations from normal system behaviour

Analogue Scan

Correlate data sets across data silos and different data types

Forecast

Prediction libraries to forecast system behaviour based on ingested data

D-Normalize

Data normalisation libraries to preprocess data for scanning & detection

D-Stats

Apply common statistics operators like mean, median, nearest value & more

Search

Find relevant data information using wizard or text based search & index engine

ML

Machine learning libraries used standalone or with other scanners

Binary Transform

Transform binary data into readable information to be scanned & analysed

TPF

Temperature, Pressure and Flow profile, pattern & correlation

Volt.S

Voltage profiles across different sensor types e.g. power, MFL & more

Store

Data store for any file type like binary, structured, logs, images and more

Messaging

Create trigger based alert system and integrate with dashboard, sms & email