Big data applications in operations/supply-chain management: A literature review

R Addo-Tenkorang, PT Helo - Computers & Industrial Engineering, 2016 - Elsevier
Purpose Big data is increasingly becoming a major organizational enterprise force to reckon
with in this global era for all sizes of industries. It is a trending new enterprise system or …

A distributed stream library for Java 8

Y Chan, A Wellings, I Gray… - IEEE Transactions on Big …, 2017 - ieeexplore.ieee.org
Java 8 has introduced new capabilities such as lambda expressions and streams which
simplify data-parallel computing. However, as a base language for Big Data systems, it still …

Integrating java 8 streams with the real-time specification for java

HT Mei, I Gray, A Wellings - … of the 13th International Workshop on Java …, 2015 - dl.acm.org
The paper investigates the use of the Java 8 stream processing facilities within the context of
the Real-Time Specification for Java. Java 8 stream processing uses the Java 7 Fork/Join …

Architecture-awareness for real-time big data systems

I Gray, Y Chan, NC Audsley, A Wellings - Proceedings of the 21st …, 2014 - dl.acm.org
Existing programming models for distributed and cloud-based systems tend to abstract away
from the architectures of individual target nodes, concentrating instead on higher-level …

On the locality of java 8 streams in real-time big data applications

Y Chan, A Wellings, I Gray, N Audsley - Proceedings of the 12th …, 2014 - dl.acm.org
Typical Big Data frameworks do not consider the architecture of the servers that make up the
cluster. However, these computers are increasingly heterogeneous and are based on a …

JUNIPER: towards modeling approach enabling efficient platform for heterogeneous big data analysis

MAA da Silva, A Sadovykh, A Bagnato… - Proceedings of the 10th …, 2014 - dl.acm.org
Big Data is a modern phenomenon that promises to bring unprecedented economical
benefits. Hadoop-like MapReduce implementations has gained a well deserved popularity …

[PDF][PDF] Real-time big data: the Juniper approach.

NC Audsley, Y Chan, I Gray, AJ Wellings - REACTION, 2014 - e-archivo.uc3m.es
Cloud computing offers the possibility for Cyber-Physical Systems (CPS) to offload
computation and utilise large stored data sets in order to increase the overall system utility …