Big Data Velocity Management–From Stream to Warehouse via High Performance Memory Optimized Index Join

Big Data Velocity Management–From Stream to Warehouse via High Performance Memory Optimized Index Join

Efficient resource optimization is critical to manage the velocity and volume of real-time streaming data in near-real-time data warehousing and business intelligence. This article presents a memory optimisation algorithm for rapidly joining streaming data with persistent master data in order to red...

Full description

Bibliographic Details
Main Authors: M. Asif Naeem, Farhaan Mirza, Habib Ullah Khan, David Sundaram, Noreen Jamil, Gerald Weber
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Big data
near-real-time data warehouse
memory optimisation
performance optimisation
index-based join
cache inequality
Online Access:https://ieeexplore.ieee.org/document/9237960/

Internet

https://ieeexplore.ieee.org/document/9237960/

Similar Items