%0 Generic %1 info3-poster-2020-1 %A Wassermann, Sarah %A Casas, Pedro %A Seufert, Michael %A Wehner, Nikolas %A Schüler, Joshua %A Hoßfeld, Tobias %B ACM Special Interest Group on Data Communication Conference (SIGCOMM) %C New York City, NY, USA %D 2020 %K myown ucn %T How Good is your Mobile (Web) Surfing? SpeedIndex Inference from Encrypted Traffic %X We address the problem ofWeb QoE monitoring, in particular Speed Index (SI), from the Internet Service Provider (ISP) perspective, relying on in-network, passive measurements. Given the wide adoption of end-to-end encryption, we resort to machine-learning models to infer the SI of individual web-page loading sessions, using as input only packet-level data. Our study targets the analysis of SI in mobile devices, including smartphones and tablets. To the best of our knowledge, this is the first paper addressing the inference of SI from encrypted network traffic in mobile devices.

@misc{info3-poster-2020-1, abstract = {We address the problem ofWeb QoE monitoring, in particular Speed Index (SI), from the Internet Service Provider (ISP) perspective, relying on in-network, passive measurements. Given the wide adoption of end-to-end encryption, we resort to machine-learning models to infer the SI of individual web-page loading sessions, using as input only packet-level data. Our study targets the analysis of SI in mobile devices, including smartphones and tablets. To the best of our knowledge, this is the first paper addressing the inference of SI from encrypted network traffic in mobile devices.}, added-at = {2020-07-27T14:28:26.000+0200}, address = {New York City, NY, USA}, author = {Wassermann, Sarah and Casas, Pedro and Seufert, Michael and Wehner, Nikolas and Schüler, Joshua and Hoßfeld, Tobias}, biburl = {https://www.bibsonomy.org/bibtex/2868a4f11f3c0989a572da6a4d4caf0f9/uniwue_info3}, booktitle = {ACM Special Interest Group on Data Communication Conference (SIGCOMM)}, interhash = {bdd7e890df2a7af45478a62654a63802}, intrahash = {868a4f11f3c0989a572da6a4d4caf0f9}, keywords = {myown ucn}, month = {8}, timestamp = {2022-03-14T00:14:18.000+0100}, title = {How Good is your Mobile (Web) Surfing? SpeedIndex Inference from Encrypted Traffic}, year = 2020 }