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Dynamic resource management for intelligent transportation system applications

Grant number:22/00660-0
Support Opportunities:Regular Research Grants
Start date: May 01, 2022
End date: April 30, 2024
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computer Systems
Agreement: University of Manchester
Mobility Program:SPRINT - Projetos de pesquisa - Mobilidade
Principal Investigator:Rodolfo Ipolito Meneguette
Grantee:Rodolfo Ipolito Meneguette
Principal researcher abroad:Sandra Sampaio
Institution abroad: University of Manchester , England
Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
City of the host institution:São Carlos
Associated research grant:20/07162-0 - Services for an intelligent transport system, AP.R

Abstract

Providing traffic information services to road users in an efficient manner has become paramount as we move to a greener economy that requires city pollution levels to be decreased. At the same time, the envisaged (post-Covid) way of life is predicted to become increasingly dependent not only on efficient transportation of physical goods, but also on efficient provision of services based on the availability of data/information collected/delivered anywhere anytime via mobile devices. To realize these objectives, numerous challenges need to be overcome, being fast and real-time data processing one of the major problems to be faced when meeting the service requirements of Intelligent Transportation System (ITS) applications, since, in these applications, the data to be processed comes from a variety of fixed and moving devices such as cars, unmanned aerial vehicles and sensors. To address this challenge, this project seeks to assess the suitability of existing cloud resource management strategies for fulfilling the requirements of ITS services and proposes improved strategies for managing storage and computing resources for ITS data processing, taking into account quality-of-service requirements. In other words, the project focuses on the management of the resources involved in data processing and information provision of ITS services, which requires efficiency and dynamicity, considering that these services are underpinned by a mobility driven infrastructure shared by numerous and varied devices. (AU)

Articles published in Agência FAPESP Newsletter about the research grant:
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Scientific publications (7)
(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)
BARRETO, JORGE A. D.; DOS SANTOS, HERICSON; GONCALVES, VINICIUS PEREIRA; GUIDONI, DANIEL L.; ROCHA FILHO, GERALDO P.; MENEGUETTE, RODOLFO IPOLITO. BUT2: A Novel Tool for Tracking and Identifying Illegal Files Shared on the BitTorrent Network Through Passive Searches. 2024 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., . (22/00660-0)
LIEIRA, DOUGLAS D.; QUESSADA, MATHEUS S.; SAMPAIO, SANDRA; LOUREIRO, ANTONIO A. F.; MENEGUETTE, RODOLFO I.. An Evaluation of Bio-Inspired Resource Allocation Methods for Vehicular Edge Computing. IEEE COMMUNICATIONS MAGAZINE, v. 62, n. 5, p. 7-pg., . (22/00660-0, 20/07162-0)
RIBEIRO, AGUIMAR, JR.; ROCHA FILHO, GERALDO P.; GUIDONI, DANIEL L.; DE GRANDE, ROBSON E.; SAMPAIO, SANDRA; MENEGUETTE, RODOLFO I.; IEEE. A Shapley Value-based Strategy for Resource Allocation in Vehicular Clouds. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., . (21/06210-3, 20/07162-0, 20/05126-6, 22/00660-0)
RIBEIRO JR, AGUIMAR; DA COSTA, JOAHANNES B. D.; ROCHA FILHO, GERALDO P.; VILLAS, LEANDRO A.; GUIDONI, DANIEL L.; SAMPAIO, SANDRA; MENEGUETTE, RODOLFO I.. HARMONIC: Shapley values in market games for resource allocation in vehicular clouds. Ad Hoc Networks, v. 149, p. 14-pg., . (21/06210-3, 20/05126-6, 22/00660-0, 18/16703-4)
LEAL, MATHEUS P.; JUNIOR, LOURENCO A. P.; GUIDONI, DANIEL L.; GONCALVES, VINICIUS P.; ROCHA FILHO, GERALDO P.; NAKAMURA, LUIS; MENEGUETTE, RODOLFO I.. Nash Equilibrium-based Resource Allocation Mechanism in Internet of Vehicles. 2024 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., . (22/00660-0)
FERRANTE, GABRIEL SOUTO; NAKAMURA, LUIS HIDEO VASCONCELOS; SAMPAIO, SANDRA; ROCHA FILHO, GERALDO PEREIRA; MENEGUETTE, RODOLFO IPOLITO. Evaluating YOLO architectures for detecting road killed endangered Brazilian animals. SCIENTIFIC REPORTS, v. 14, n. 1, p. 17-pg., . (20/07162-0, 22/00660-0)
REYNA, ANA ROSALIA HUAMAN; FARFAN, ALEX JOSUE FLOREZ; FILHO, GERALDO P. ROCHA; SAMPAIO, SANDRA; DE GRANDE, ROBSON; NAKAMURA, LUIS HIDEO VASCONCELOS; MENEGUETTE, RODOLFO IPOLITO. MEDAVET: Traffic Vehicle Anomaly Detection Mechanism based on spatial and temporal structures in vehicle traffic. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 15, n. 1, p. 14-pg., . (22/00660-0, 20/07162-0)