A Proposed Architecture for Big Data Driven Supply Chain Analytics

05/14/2017
by   Sanjib Biswas, et al.
0

Advancement in information and communication technology (ICT) has given rise to explosion of data in every field of operations. Working with the enormous volume of data (or Big Data, as it is popularly known as) for extraction of useful information to support decision making is one of the sources of competitive advantage for organizations today. Enterprises are leveraging the power of analytics in formulating business strategy in every facet of their operations to mitigate business risk. Volatile global market scenario has compelled the organizations to redefine their supply chain management (SCM). In this paper, we have delineated the relevance of Big Data and its importance in managing end to end supply chains for achieving business excellence. A Big Data-centric architecture for SCM has been proposed that exploits the current state of the art technology of data management, analytics and visualization. The security and privacy requirements of a Big Data system have also been highlighted and several mechanisms have been discussed to implement these features in a real world Big Data system deployment in the context of SCM. Some future scope of work has also been pointed out. Keyword: Big Data, Analytics, Cloud, Architecture, Protocols, Supply Chain Management, Security, Privacy.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/15/2022

Characterizing Big Data Management

Big data management is a reality for an increasing number of organizatio...
research
07/05/2021

Managing Knowledge in Energy Data Spaces

Data in the energy domain grows at unprecedented rates and is usually ge...
research
08/10/2021

Towards A Systematic Discussion of Missingness in Visual Analytics

Data-driven decision making has been a common task in today's big data e...
research
03/19/2018

Evolvable Systems for Big Data Management in Business

Big Data systems are increasingly having to be longer lasting, enterpris...
research
07/24/2023

Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques

This article intends to systematically identify and comparatively analyz...
research
03/16/2018

Applying the Delta method in metric analytics: A practical guide with novel ideas

During the last decade, the information technology industry has adopted ...

Please sign up or login with your details

Forgot password? Click here to reset