Prefetching network requests has been advocated as a highly effective way of reducing network latency experienced by the user since it allows network responses to be generated immediately from a local cache. In this paper we discuss how user navigation patterns can be used for developing navigation-aware techniques for personalized prefetching of network requests of Android apps. The proposed idea opens for a new family of prefetching opportunities since it focusses at a higher level of abstraction with respect to state-of-the-art approaches for network requests prefetching. The proposed idea allows the development of approaches which adapt their prefetching behaviour according to the unique navigation patterns each user exhibits while interacting with a mobile app.

Navigation-aware and personalized prefetching of network requests in android apps / Malavolta, Ivano; Nocera, Francesco; Lago, Patricia; Mongiello, Marina. - ELETTRONICO. - (2019), pp. 8805729.17-8805729.20. (Intervento presentato al convegno 41st IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019 tenutosi a Montreal, Canada nel May 25-31, 2019) [10.1109/ICSE-NIER.2019.00013].

Navigation-aware and personalized prefetching of network requests in android apps

Francesco Nocera;Marina Mongiello
2019-01-01

Abstract

Prefetching network requests has been advocated as a highly effective way of reducing network latency experienced by the user since it allows network responses to be generated immediately from a local cache. In this paper we discuss how user navigation patterns can be used for developing navigation-aware techniques for personalized prefetching of network requests of Android apps. The proposed idea opens for a new family of prefetching opportunities since it focusses at a higher level of abstraction with respect to state-of-the-art approaches for network requests prefetching. The proposed idea allows the development of approaches which adapt their prefetching behaviour according to the unique navigation patterns each user exhibits while interacting with a mobile app.
2019
41st IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
978-1-7281-1758-4
Navigation-aware and personalized prefetching of network requests in android apps / Malavolta, Ivano; Nocera, Francesco; Lago, Patricia; Mongiello, Marina. - ELETTRONICO. - (2019), pp. 8805729.17-8805729.20. (Intervento presentato al convegno 41st IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019 tenutosi a Montreal, Canada nel May 25-31, 2019) [10.1109/ICSE-NIER.2019.00013].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/192054
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