Smartphone-based crowdsourcing fosters the rise of radically novel systems and applications in the context of network monitoring. This article discusses the most significant opportunities offered by this approach, and the major challenges that have to be faced. Our experience in building a smartphone-based crowdsourcing system, Portolan, is also included to provide a practical background to the discussion and to demonstrate the possible benefits
© 2016 Willian Zamora et al. This is an open access article distributed under the Creative Commons A...
The hundreds of millions of deployed smartphones provide an unprecedented opportunity to collect dat...
The hundreds of millions of deployed smartphones provide an unprecedented opportunity to collect dat...
Portolan is a crowdsourcing system, aimed at monitoring and measuring large-scale networks, that use...
Portolan is a crowdsourcing-based system aimed at building an annotated graph of the Internet: the s...
Portolan is a crowdsourcing-based system aimed at building an annotated graph of the Internet: the...
The large base of Internet-enabled smartphones provides an excellent opportunity for a fine-grained ...
The large base of Internet-enabled smartphones provides an excellent opportunity for a fine-grained ...
Crowdsourcing enables the fine-grained characterization and performance evaluation of today׳s large-...
none5noThe widespread availability of smartphones with on-board sensors has recently enabled the pos...
In recent years, the widespread adoption of mobile phones, combined with the ever-increasing number ...
Crowdsourcing enables the fine-grained characterization and performance evaluation of today?s large-...
Crowdsourcing enables the fine-grained characterization and performance evaluation of today׳s large-...
The widespread availability of smartphones with on-board sensors has recently enabled the possibilit...
The widespread availability of smartphones with on-board sensors has recently enabled the possibilit...
© 2016 Willian Zamora et al. This is an open access article distributed under the Creative Commons A...
The hundreds of millions of deployed smartphones provide an unprecedented opportunity to collect dat...
The hundreds of millions of deployed smartphones provide an unprecedented opportunity to collect dat...
Portolan is a crowdsourcing system, aimed at monitoring and measuring large-scale networks, that use...
Portolan is a crowdsourcing-based system aimed at building an annotated graph of the Internet: the s...
Portolan is a crowdsourcing-based system aimed at building an annotated graph of the Internet: the...
The large base of Internet-enabled smartphones provides an excellent opportunity for a fine-grained ...
The large base of Internet-enabled smartphones provides an excellent opportunity for a fine-grained ...
Crowdsourcing enables the fine-grained characterization and performance evaluation of today׳s large-...
none5noThe widespread availability of smartphones with on-board sensors has recently enabled the pos...
In recent years, the widespread adoption of mobile phones, combined with the ever-increasing number ...
Crowdsourcing enables the fine-grained characterization and performance evaluation of today?s large-...
Crowdsourcing enables the fine-grained characterization and performance evaluation of today׳s large-...
The widespread availability of smartphones with on-board sensors has recently enabled the possibilit...
The widespread availability of smartphones with on-board sensors has recently enabled the possibilit...
© 2016 Willian Zamora et al. This is an open access article distributed under the Creative Commons A...
The hundreds of millions of deployed smartphones provide an unprecedented opportunity to collect dat...
The hundreds of millions of deployed smartphones provide an unprecedented opportunity to collect dat...