[HTML][HTML] Fault tolerance in big data storage and processing systems: A review on challenges and solutions
Big data systems are sufficiently stable to store and process a massive volume of rapidly
changing data. However, big data systems are composed of large-scale hardware resources …
changing data. However, big data systems are composed of large-scale hardware resources …
[HTML][HTML] A robust resource allocation model for optimizing data skew and consumption rate in cloud-based IoT environments
Abstract The Internet of Things (IoT) is a network of connected objects designed to collect
and exchange data using smart equipment and technologies. A significant challenge in …
and exchange data using smart equipment and technologies. A significant challenge in …
Big data analytics and data mining for healthcare informatics (HCI)
M Varshney, B Bhushan, AKMB Haque - Multimedia Technologies in the …, 2022 - Springer
Big data word is used for datasets whose size and types are beyond traditional data
processing systems. Big data analytics is the advanced technique used to process big data …
processing systems. Big data analytics is the advanced technique used to process big data …
Linkability measures to assess the data characteristics for record linkage
Objectives Accurate record linkage (RL) enables consolidation and de-duplication of data
from disparate datasets, resulting in more comprehensive and complete patient data …
from disparate datasets, resulting in more comprehensive and complete patient data …
A dynamic decentralized strategy of replica placement on edge computing
Y Yin, L Deng - International Journal of Distributed Sensor …, 2022 - journals.sagepub.com
Smart phone and its applications are used more and more extensively in our daily life. Short
delay of arriving data is important to these applications, especially to some time-sensitive …
delay of arriving data is important to these applications, especially to some time-sensitive …
Hybrid metaheuristic model based performance-aware optimization for map reduce scheduling
V Kumar, S Kushwaha - International Journal of Computers and …, 2023 - Taylor & Francis
Because of the rapid rise in the count of corporations using cloud-dependent infrastructure
as the foundation for big data storing and analysis. The fundamental difficulty in scheduling …
as the foundation for big data storing and analysis. The fundamental difficulty in scheduling …
Comparative Study of Map Reduce Task Scheduling Optimization Techniques
V Kumar, S Kushwaha - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
As data processing capabilities improved, the flow of data increased significantly,
necessitating the use of distributed systems and a new programming framework …
necessitating the use of distributed systems and a new programming framework …
Research on MapReduce Heuristic Multi Table Join Algorithm Based on Binary Optimization and Pancake Parallel Strategy
S Jia, J Yang, C Yang, H Zhang - Recent Patents on …, 2023 - ingentaconnect.com
Background: With the development of technology, the data amount has increased
significantly. In data processing, the multi table query is the most frequent operation …
significantly. In data processing, the multi table query is the most frequent operation …
Research on Load Balancing MapReduce Equivalent Join Based on Intelligent Sampling and Multi Knapsack Algorithm
C Yang, J Yang, S Jia, X Chen… - Recent Advances in …, 2022 - ingentaconnect.com
Background: With the rapid development of science, more data is available to human
beings. Therefore, the storage and calculation of big data have become the focus of …
beings. Therefore, the storage and calculation of big data have become the focus of …
Implementing Privacy-Preserving Record Linkage in a Cloud Computing Environment
AP Brown - 2021 - espace.curtin.edu.au
Increased demand for record linkage of administrative data, coupled with privacy risks,
presents considerable challenges for many organisations. The primary objective of this …
presents considerable challenges for many organisations. The primary objective of this …