MapChain: A blockchain-based verifiable healthcare service management in IoT-based big data ecosystem

U Demirbaga, GS Aujla - IEEE Transactions on Network and …, 2022‏ - ieeexplore.ieee.org
Internet of Things (IoT)-based Healthcare services, which are becoming more widespread
today, continuously generate huge amounts of data which is often called big data. Due to the …

Machine learning algorithms in Bigdata analysis and its applications: A Review

F Khoshaba, S Kareem, H Awla… - … Congress on Human …, 2022‏ - ieeexplore.ieee.org
A wide range of disparate variety of heterogeneous and even disparate data sources has
been integrated into the computer science research principles through the assistance of …

IoTSim-Osmosis: A framework for modeling and simulating IoT applications over an edge-cloud continuum

K Alwasel, DN Jha, F Habeeb, U Demirbaga… - Journal of Systems …, 2021‏ - Elsevier
The osmotic computing paradigm sets out the principles and algorithms for simplifying the
deployment of Internet of Things (IoT) applications in integrated edge-cloud environments …

HTwitt: a hadoop-based platform for analysis and visualization of streaming Twitter data

U Demirbaga - Neural Computing and Applications, 2023‏ - Springer
Twitter produces a massive amount of data due to its popularity that is one of the reasons
underlying big data problems. One of those problems is the classification of tweets due to …

Cloud computing for big data analytics

Ü Demirbaga, GS Aujla, A **dal, O Kalyon - Big data analytics: Theory …, 2024‏ - Springer
In this chapter, the exploration unfolds within the domain of cloud computing, emphasising
its instrumental role in empowering the realm of big data analytics. Commencing with a …

Parallel cleaning algorithm for similar duplicate Chinese data based on Bert

B Li, J Wang, X Liu - Scientific Programming, 2021‏ - Wiley Online Library
Data is an important source of knowledge discovery, but the existence of similar duplicate
data not only increases the redundancy of the database but also affects the subsequent data …

Hands on MAHOUT—machine learning tool

UN Dulhare, S Gouse - Machine Learning and Big Data …, 2020‏ - Wiley Online Library
Apache Mahout is an open source framework of the distributed linear algebra and Apache
Software Foundation (ASF). It is a package of powerful scalable open source libraries of …

Sentimental analysis on Twitter data using hadoop with spring web MVC

RK Ramaraju, G Ravi, K Madhavi - Intelligent System Design: Proceedings …, 2020‏ - Springer
This paper addresses the sentiment analysis on Twitter data, ie, obtaining user sentiments
by classifying tweets according to their opinions positive, negative or neutral. This paper …

Real-time performance diagnosis and evaluation of big data systems in cloud datacenters

U Demirbaga - 2022‏ - theses.ncl.ac.uk
Modern big data processing systems are becoming very complex in terms of largescale,
high-concurrency and multiple talents. Thus, many failures and performance reductions only …

Analysis Big DATA Framework for Smart Meter

K Siripakthanakan - Information Technology Journal, 2020‏ - ph01.tci-thaijo.org
A general meter has been replaced by a smart meter in usage to be able to automatically
compile data on power usage. However, big data developed from a meter need to be …