Energy big data analytics and security: challenges and opportunities

J Hu, AV Vasilakos - IEEE Transactions on Smart Grid, 2016 - ieeexplore.ieee.org
The limited available fossil fuels and the call for sustainable environment have brought
about new technologies for the high efficiency in the use of fossil fuels and introduction of …

Big data meet green challenges: Big data toward green applications

J Wu, S Guo, J Li, D Zeng - IEEE Systems Journal, 2016 - ieeexplore.ieee.org
Big data are widely recognized as being one of the most powerful drivers to promote
productivity, improve efficiency, and support innovation. It is highly expected to explore the …

A big data driven analytical framework for energy-intensive manufacturing industries

Y Zhang, S Ma, H Yang, J Lv, Y Liu - Journal of Cleaner Production, 2018 - Elsevier
Energy-intensive industries account for almost 51% of energy consumption in China. A
continuous improvement in energy efficiency is important for energy-intensive industries …

Big data analytics for system stability evaluation strategy in the energy Internet

K Wang, H Li, Y Feng, G Tian - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
With the significant improvements in the Energy Internet, we have witnessed the explosion of
multisource energy big data, whose characteristics of vast volume, fast velocity, and diverse …

Best practices of technology management for sustainable digital supply chain

H Hasanova, A Romanovs - 2020 61st International Scientific …, 2020 - ieeexplore.ieee.org
In the last decennium, all industries were affected considerably by expeditious amendments
in the world of technology. Supply Chain Management (SCM) is also one of the areas that …

Accelerating data queries on Hadoop framework by using compact data formats

D Plase, L Niedrite, R Taranovs - 2016 IEEE 4th Workshop on …, 2016 - ieeexplore.ieee.org
There are massive amounts of data generated from IoT, online transactions, click streams,
emails, logs, posts, social networking interactions, sensors, mobile phones and their …

Influence of schema design in nosql document stores

M Shah, A Kothari, S Patel - Mobile Computing and Sustainable …, 2022 - Springer
Schema-free (flexible schema) is an attractive feature in the NoSQL document store, where
users can access the database without referring to its schema. It reduces the stress of …

A comparison of HDFS compact data formats: Avro versus Parquet

D Plase, L Niedrite, R Taranovs - Mokslas–Lietuvos ateitis/Science …, 2017 - jau.vgtu.lt
In this paper, file formats like Avro and Parquet are compared with text formats to evaluate
the performance of the data queries. Different data query patterns have been evaluated …

Web usage prediction and recommendation using web session clustering

VT Luu, G Forestier, M Ripken… - 2016 Eleventh …, 2016 - ieeexplore.ieee.org
In recent years, a strong interest has been given to web usage prediction and
recommendation methods to improve e-commerce, search engines and other online …

A systematic review of SQL-on-Hadoop by using compact data formats

D Plase - 2016 - dspace.lu.lv
There are huge volumes of raw data generated every day. The question is how to store
these data in order to provide faster data access. The research direction in Big Data projects …