Leandro Aparecido Villas in research grants and scholarships supported by FAPESP.
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Currently, the execution of machine learning algorithms is typically batch, offline and centralized. Managing networks and their services requires running massively distributed, real-time data. In several situations, the real-time validity of the generated data is limited, demanding the reduction of latency in communication and processing. Furthermore, data transmission in a distributed e…
An intelligent transportation system integrates information, communication, and computing to solve common problems in the traditional transportation system, such as traffic jams, accidents, and road capacity. Thus, an efficient solution for this system should be able to consider data from sensors, information about traffic as well as information from the internet and social networks. Urba…
Vehicles and transportation systems have become an integral part of everyone's life. Today, cars are equipped with a number of sensors (e.g., GPS, temperature, stability and traction control systems, park- ing cameras, etc.), and can easily carry wireless communication modules (e.g., GM's OnStar System). Thus, the convergence of vehicles with sensor networks offers viable means for data d…
(Only some records are available in English at this moment)
Autonomous vehicles have the potential to revolutionize the entire transportation industry. The development of sensor technologies enables a new era in autonomous driving. However, due to the limitations of these sensors and the restrictions on processing and storage, autonomous vehicles tend to make bad decisions and cause serious disasters. In this context, vehicular cloud emerges as an…
(Only some records are available in English at this moment)
Vehicular Edge Computing (VEC) is a promising paradigm that provides cloud computing services closer to vehicular users. A VEC scenario has two main processes, namely Vehicular Cloud (VC) Formation and Task Scheduling. The first process concerns the grouping and management of computational resources present in vehicles and communication infrastructures (such as 5G Base Stations). The seco…
Disruptive applications for mobile devices that can be enhanced by edge computing facilities are emerging, such as the Internet of Things, Immersive Media, and Connected and Autonomous Vehicles. In this context, Edge Computing is an architecture expected to meet mobility requirements imposed these applications. Edge Computing aims to introduce computing capabilities in the path between th…
Vehicular ad hoc Network (VANETs) have turned into an important research field in recent years. Research on VANETs aims to improve the traffic efficiency, road safety, and driver comfort. Several applications emerge to meet customer demands such as cooperative traffic information management and parking guidance. These applications need current information from several vehicles located in …
| 1 / 1 | Ongoing research grants |
| 13 / 9 | Completed research grants |
| 11 / 10 | Completed scholarships in Brazil |
| 3 / 3 | Completed scholarships abroad |
| 28 / 23 | All research grants and scholarships |
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