Trimble Transportation Enterprise is a leading provider of enterprise software to over 2,000 transportation and logistics companies. They have designed an architecture that leverages Hortonworks Big Data solutions and Machine Learning models to power up multiple Blockchains, which improves operational efficiency, cuts down costs and enables building strategic partnerships.
https://hortonworks.com/webinar/blockchain-with-machine-learning-powered-by-big-data-trimble-transportation-enterprise/
17. Entity Resolution in Master Data Management for Blockchain
1 2 N
Database
THE FUTURE
TMW HIVE DATA LAKE
RAW
DATA
OPERATIONAL DATABASE
{
“cluster_id”: 834723,
“cluster_name": "HOME DEPOT 123 ",
“rank": 304.42,
"address": “999 N Some St, New Town,
LA 73253",
"distance(miles)": 1.91, "
"hierarchy": [ "HOME DEPOT 123 ",
"THE HOME DEPOT INC" ],
"lat": 33.948475, "long": -89.08651,
"quality_score": 1,
"query_score": 0.3114,
distance_score": 0.8306,
}
Business 1
Business 2
Business 3
DATA STEWARDS
ONGOING DATA GOVERNANCE
MACHINE LEARNING
CLUSTERING
PREPROCESSING
GOLDEN RECORDS
Search Engine
Update
Merge Split
Verification
Rating
JSON API RESPONSE
API MENU
CLIENT APPLICATIONS
BLOCKCHAIN
SMART
CONTRACTS
SOURCE OF
RECORD
User Ratings