Mobile Crowdsensing (MCS) is a paradigm where a crowdsourcer recruits a set of workers through a campaign to collect data using sensors in their mobile device. This process greatly reduces the costs of data collection processes; however, most of the historically proposed systems are centralized. Since this makes the MCS platform a single point of failure, there is an increasing interest in decentralized blockchain-based solutions; regardless, most of the current proposals have a vertical focus and do not account for the heterogeneity of MCS. We propose a decentralized high-level architecture for MCS, based on Distributed Ledger Technology (DLT), that is adaptable to most MCS deployments. We then implement our architecture using the IOTA protocols and evaluate its performance over a real deployment in terms of scalability, showing its advantages over classic blockchains for MCS data.

On the Decentralization of Mobile Crowdsensing in Distributed Ledgers: An Architectural Vision / Gigli, L.; Montori, F.; Zichichi, M.; Bedogni, L.; Ferretti, S.; Di Felice, M.. - (2024), pp. 311-317. (Intervento presentato al convegno 21st IEEE Consumer Communications and Networking Conference, CCNC 2024 tenutosi a usa nel 2024) [10.1109/CCNC51664.2024.10454822].

On the Decentralization of Mobile Crowdsensing in Distributed Ledgers: An Architectural Vision

Bedogni L.;
2024

Abstract

Mobile Crowdsensing (MCS) is a paradigm where a crowdsourcer recruits a set of workers through a campaign to collect data using sensors in their mobile device. This process greatly reduces the costs of data collection processes; however, most of the historically proposed systems are centralized. Since this makes the MCS platform a single point of failure, there is an increasing interest in decentralized blockchain-based solutions; regardless, most of the current proposals have a vertical focus and do not account for the heterogeneity of MCS. We propose a decentralized high-level architecture for MCS, based on Distributed Ledger Technology (DLT), that is adaptable to most MCS deployments. We then implement our architecture using the IOTA protocols and evaluate its performance over a real deployment in terms of scalability, showing its advantages over classic blockchains for MCS data.
2024
21st IEEE Consumer Communications and Networking Conference, CCNC 2024
usa
2024
311
317
Gigli, L.; Montori, F.; Zichichi, M.; Bedogni, L.; Ferretti, S.; Di Felice, M.
On the Decentralization of Mobile Crowdsensing in Distributed Ledgers: An Architectural Vision / Gigli, L.; Montori, F.; Zichichi, M.; Bedogni, L.; Ferretti, S.; Di Felice, M.. - (2024), pp. 311-317. (Intervento presentato al convegno 21st IEEE Consumer Communications and Networking Conference, CCNC 2024 tenutosi a usa nel 2024) [10.1109/CCNC51664.2024.10454822].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1360212
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