Results 41 to 50 of about 9,555 (241)
An Experimental and Comparative Benchmark Study Examining Resource Utilization in Managed Hadoop Context [PDF]
arXiv, 2021 Transitioning cloud-based Hadoop from IaaS to PaaS, which are commercially conceptualized as pay-as-you-go or pay-per-use, often reduces the associated system costs. However, managed Hadoop systems do present a black-box behavior to the end-users who cannot be clear on the inner performance dynamics, hence, on the benefits of leveraging them.
arxiv
Hadoop Cluster Deployment: A Methodological Approach
Information, 2018 For a long time, data has been treated as a general problem because it just represents fractions of an event without any relevant purpose. However, the last decade has been just about information and how to get it.
Ronaldo Celso Messias Correia +5 more
doaj +1 more source
Accounting &Finance, EarlyView.ABSTRACT Using survey research, we investigate accountants' self‐rated knowledge of a variety of digital technologies (DTs). We find that accountants' self‐rated knowledge of established DTs is almost in line with IES2 requirements, but their self‐rated knowledge of emerging DTs is significantly below IES2 requirements. Of greater concern, we find that
Richard Busulwa +3 more
wiley +1 more source
Running genetic algorithms on Hadoop for solving high dimensional optimization problems [PDF]
, 2018 Hadoop is a popular MapReduce framework for developing parallel applications in distributed environments. Several advantages of MapReduce such as programming ease and ability to use commodity hardware make the applicability of soft computing methods for parallel and distributed systems easier than before.
arxiv +1 more source
Expert Systems, Volume 42, Issue 5, May 2025.ABSTRACT Internet of Medical Things (IoMT) paradigm refers to the process of collection, transmission and analysis of healthcare data using communication and information systems over the internet. IoMT consist of medical devices that can link to the internet or other networks, including wearables, sensors, monitoring tools and other medical appliances.
Mert Melih Ozcelik +2 more
wiley +1 more source
Advancing anomaly detection in cloud environments with cutting‐edge generative AI for expert systems
Expert Systems, Volume 42, Issue 2, February 2025.Abstract As artificial intelligence (AI) continues to advance, Generative AI emerges as a transformative force, capable of generating novel content and revolutionizing anomaly detection methodologies. This paper presents CloudGEN, a pioneering approach to anomaly detection in cloud environments by leveraging the potential of Generative Adversarial ...
Umit Demirbaga
wiley +1 more source
The impact of Big Data Analytics on firm sustainable performance
Corporate Social Responsibility and Environmental Management, Volume 32, Issue 1, Page 1261-1278, January 2025.Abstract This study evaluates the impact of Big Data Analytics (BDA) on firm sustainable performance (FSP). BDA is conceptualized as a dual construct comprising predictive and prescriptive analytics, while FSP is considered from a triple bottom line (TBL) perspective comprising the economic, social, and environmental lines of firm performance.
Myriam Ertz +3 more
wiley +1 more source
FASTA/Q Data Compressors for MapReduce-Hadoop Genomics:Space and Time Savings Made Easy -- Version 1 [PDF]
arXiv, 2020 Motivation: Storage of genomic data is a major cost for the Life Sciences, effectively addressed mostly via specialized data compression methods. For the same reasons of abundance in data production, the use of Big Data technologies is seen as the future for genomic data storage and processing, with MapReduce-Hadoop as leaders.
arxiv
A Storm Frame Optimization Method for Predicting and Warning the Safety Status of a Shearer
Energy Science &Engineering, Volume 13, Issue 1, Page 60-75, January 2025.ABSTRACT Real‐time monitoring, prediction, and early warning of operating status during intelligent mining are the key to ensuring stable production. To solve the problem of lag in determining the operating status of a shearer, this study proposes a new method for predicting and warning the real‐time operating status of the shearer involving the Storm ...
Pei Zhang +3 more
wiley +1 more source
ENHANCING APPROACH USING HYBRID PAILLER AND RSA FOR INFORMATION SECURITY IN BIGDATA [PDF]
Applied Computer Science, 2019 The amount of data processed and stored in the cloud is growing dramatically. The traditional storage devices at both hardware and software levels cannot meet the requirement of the cloud.
Shadan Mohammed Jihad ABDALWAHID +2 more
doaj +1 more source