Silas Santos

Prof. Silas Santos

Universidade Federal de Pernambuco

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 March 2019 in Artificial Intelligence Review
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Journal Article
Closed access
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SSSilas Santos
Silas Santos
RBRoberto Souto Maior de Barros
Roberto Souto Maior de Barros

30 December 2022 in Knowledge and Information Systems
Verified
Journal Article
Closed access
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JHJuan Isidro González Hidalgo
Juan Isidro González Hidalgo
SSSilas Santos
Silas Santos
RBRoberto Souto Maior de Barros
Roberto Souto Maior de Barros

19 August 2023 in Data
Verified
Journal Article
Open access
PDF file
Thyago Celso Cavalcante NepomucenoThyago Celso Cavalcante Nepomuceno
Thyago Celso Cavalcante Nepomuceno
KNKessia Thais Cavalcanti Nepomuceno
Kessia Thais Cavalcanti Nepomuceno
FSFabiano Carlos da Silva
Fabiano Carlos da Silva
SSSilas Santos
Silas Santos
Browsing is a prevalent activity on the World Wide Web, and users usually demonstrate significant expectations for expeditious information retrieval and seamless transactions. This article presents a comprehensive performance evaluation of the most frequently accessed webpages in recent years using Data Envelopment Analysis (DEA) adapted to the context (inverse DEA), comparing their performance under two distinct communication protocols: TCP/IP and QUIC. To assess performance disparities, parametric and non-parametric hypothesis tests are employed to investigate the appropriateness of each website’s communication protocols. We provide data on the inputs, outputs, and efficiency scores for 82 out of the world’s top 100 most-accessed websites, describing how experiments and analyses were conducted. The evaluation yields quantitative metrics pertaining to the technical efficiency of the websites and efficient benchmarks for best practices. Nine websites are considered efficient from the point of view of at least one of the communication protocols. Considering TCP/IP, about 80.5% of all units (66 webpages) need to reduce more than 50% of their page load time to be competitive, while this number is 28.05% (23 webpages), considering QUIC communication protocol. In addition, results suggest that TCP/IP protocol has an unfavorable effect on the overall distribution of inefficiencies.