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- research-articleAugust 2024
Multi-objective cuckoo optimizer for task scheduling to balance workload in cloud computing
AbstractA cloud load balancer should be proficient to modify it’s approach to handle the various task kinds and the dynamic environment. In order to prevent situations where computing resources are excess or underutilized, an efficient task scheduling ...
- research-articleNovember 2023
Real-time AI-assisted visual exercise pose correctness during rehabilitation training for musculoskeletal disorder
Journal of Real-Time Image Processing (SPJRTIP), Volume 21, Issue 1https://doi.org/10.1007/s11554-023-01385-6AbstractExercise therapy is a prominent method for recovering from musculoskeletal disorders like Work-related Musculoskeletal Disorder (WMSD), Classroom-related Musculoskeletal Disorder (CMSD). This method requires the monitoring of a physiotherapist to ...
- research-articleOctober 2023
Exploring the Impact of Homomorphic Encryption on the Performance of Machine Learning Algorithms
LADC '23: Proceedings of the 12th Latin-American Symposium on Dependable and Secure ComputingPages 120–125https://doi.org/10.1145/3615366.3615376The evolution of the internet and the popularization of access to high-speed connections increased the need for data sharing, especially between business partners. For this reason, the importance of secure data communication, storage, and processing ...
- research-articleDecember 2022
Real-time arrhythmia heart disease detection system using CNN architecture based various optimizers-networks
Multimedia Tools and Applications (MTAA), Volume 81, Issue 29Pages 41711–41732https://doi.org/10.1007/s11042-021-11268-2AbstractThe main objective of this paper is to develop an interactive classifier aided deep learning system to assist cardiologists for heart arrhythmia disease classification as it shows a health-threatening condition that can lead to heart-related ...
- ArticleJune 2022
Robust Linear Regression-Based GIS Technique for Modeling the Processing Time at Tourism Destinations
HCI in Mobility, Transport, and Automotive SystemsPages 557–569https://doi.org/10.1007/978-3-031-04987-3_38AbstractTourist attractions are dispersed across wide geographic areas even within the cities making the data collection prohibitively expensive. For these reasons, information on tourism destinations should be collected automatically. Recently, the ...
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- research-articleSeptember 2021
RETRACTED ARTICLE: Multi-criteria-based approach for job scheduling in industry 4.0 in smart cities using fuzzy logic
- Priyan Malarvizhi Kumar,
- Gokulnath Chandra Babu,
- Anandamurugan Selvaraj,
- Mohsin Raza,
- Ashish Kr. Luhach,
- Vicente García Díaz
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 25, Issue 18Pages 12059–12074https://doi.org/10.1007/s00500-021-05765-7AbstractA flexible manufacturing system (FMS) is the model used for the system produced in the manufacturing industry, and it consists of the number of interconnected workstation. Inflexible manufacturing system scheduling of jobs has become a serious ...
- research-articleAugust 2020
PSO-based novel resource scheduling technique to improve QoS parameters in cloud computing
Neural Computing and Applications (NCAA), Volume 32, Issue 16Pages 12103–12126https://doi.org/10.1007/s00521-019-04266-xAbstractCloud computing provides infinite resources and various services for the execution of variety of applications to end users, but still it has various challenges that need to be addressed. Objective of cloud users is to select the optimal resource ...
- research-articleApril 2020
FaaVPP: Fog as a virtual power plant service for community energy management
Future Generation Computer Systems (FGCS), Volume 105, Issue CPages 675–683https://doi.org/10.1016/j.future.2019.12.029AbstractThe fossil fuel based power generators emit CO2 and expensive electricity. In this paper, fog as a virtual power plant (FaaVPP) is proposed to integrate power of distributed renewable power generators and the utility for a community. A ...
Highlights- In this paper power distributed renewable power generators are integrated with utility.
- research-articleMarch 2020
Face detection and tracking using hybrid margin-based ROI techniques
The Visual Computer: International Journal of Computer Graphics (VISC), Volume 36, Issue 3Pages 633–647https://doi.org/10.1007/s00371-019-01649-yAbstractThis study is to solve the problem of low accuracy and slow processing speed for real-time face detection and tracking systems. A margin-based region of interest approach with fixed and dynamic margin concepts is proposed to speed up the ...
- articleJune 2019
Trace-driven and processing time extensions for Noxim simulator
Design Automation for Embedded Systems (DAES), Volume 23, Issue 1-2Pages 41–55https://doi.org/10.1007/s10617-018-09218-7Simulation is one of the main tools used to analyze and test new proposals in the Network-on-Chip field. Several simulators can be found in the literature, among them the Noxim simulator stands out. It is being used by many researchers due to the ...
- research-articleNovember 2018
A Method to Reduce Processing Time by Parallelizing Generation of Voronoi Diagrams
MoMM2018: Proceedings of the 16th International Conference on Advances in Mobile Computing and MultimediaPages 53–60https://doi.org/10.1145/3282353.3282358Due to the recent popularization of the Geographic Information System (GIS), spatial network environments that can display the changes of spatial axes on mobile phones are receiving great attention. In spatial network environments, since a query object ...
- research-articleSeptember 2018
Implementing a Multi-layer Job Scheduling Approach with Effective Load Balancing and Energy Saving over a Cloud
ICIME 2018: Proceedings of the 2018 10th International Conference on Information Management and EngineeringPages 55–58https://doi.org/10.1145/3285957.3285981Initially the client server database is created on the cloud. The servers are hereby categorized according to their processing time, speed and RAMs. On the basis of these configurational parameters they are classified as higher, intermediate and lower ...
- articleJune 2018
Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth
Journal of Intelligent Manufacturing (SPJIM), Volume 29, Issue 5Pages 1045–1061https://doi.org/10.1007/s10845-017-1381-8Nowadays, face milling is one of the most widely used machining processes for the generation of flat surfaces. Following international standards, the quality of a machined surface is measured in terms of surface roughness, Ra, a parameter that will ...
- research-articleNovember 2016
An Improved Scheduling Strategy in Cloud Computing Using Fuzzy Logic
BDAW '16: Proceedings of the International Conference on Big Data and Advanced Wireless TechnologiesArticle No.: 22, Pages 1–9https://doi.org/10.1145/3010089.3010107Within few years, Cloud computing has emerged as the most promising IT business model. Thanks to its various technical and financial advantages, Cloud computing continues to convince every day new users coming from scientific and industrial sectors. To ...
- ArticleSeptember 2013
Evolutionary Computation Based Retiming for High Speed Digital Filters
CIMSIM '13: Proceedings of the 2013 Fifth International Conference on Computational Intelligence, Modelling and SimulationPages 43–48https://doi.org/10.1109/CIMSim.2013.16In the present work, we consider high levelsynthesis as a problem of optimally mapping a Data FlowGraph [DFG] specification of digital filters on to FPGAarchitecture. This optimality is achieved using retiming basedon evolutionary computation method. ...
- articleOctober 2012
Fast person re-identification based on dissimilarity representations
Pattern Recognition Letters (PTRL), Volume 33, Issue 14Pages 1838–1848https://doi.org/10.1016/j.patrec.2012.03.026Person re-identification is a recently introduced computer vision task that consists of recognising an individual who was previously observed over a video-surveillance camera network. Among the open problems, in this paper we focus on computational ...
- articleJanuary 2012
Fuzzy Directional (FD) Filter for impulsive noise reduction in colour video sequences
Journal of Visual Communication and Image Representation (JVCIR), Volume 23, Issue 1Pages 143–149https://doi.org/10.1016/j.jvcir.2011.09.007This paper presents a novel Fuzzy Directional (FD) Filter for suppression of impulsive noise in colour video sequences. The proposed approach consists in the estimation of fuzzy levels to detect movement and noise presence in the neighbourhood frames, ...
- articleAugust 2009
A goal programming mixed-model line balancing for processing time and physical workload
Computers and Industrial Engineering (CINE), Volume 57, Issue 1Pages 395–400https://doi.org/10.1016/j.cie.2009.01.001In this paper, we present a new mathematical model of line balancing for processing time and physical workload at the same time. Line balancing is the problem to assign tasks to stations while satisfying some managerial viewpoints. Most researches about ...
- articleFebruary 2009
Handling large-size discrete wavelet transform on network-based computing systems - parallelization via divisible load paradigm
Journal of Parallel and Distributed Computing (JPDC), Volume 69, Issue 2Pages 143–152https://doi.org/10.1016/j.jpdc.2008.08.007The discrete wavelet transform (DWT) is a powerful signal processing tool, but comes with a considerable computation cost. In this paper, we consider the problem of parallelizing the DWT computation on loosely-coupled networked systems. We first ...
- articleJuly 2006
Class-dependent PCA, MDC and LDA: A combined classifier for pattern classification
Pattern Recognition (PATT), Volume 39, Issue 7Pages 1215–1229https://doi.org/10.1016/j.patcog.2006.02.001Several pattern classifiers give high classification accuracy but their storage requirements and processing time are severely expensive. On the other hand, some classifiers require very low storage requirement and processing time but their ...