Improving accountability in recommender systems research through reproducibility

A Bellogín, A Said - User Modeling and User-Adapted Interaction, 2021 - Springer
Reproducibility is a key requirement for scientific progress. It allows the reproduction of the
works of others, and, as a consequence, to fully trust the reported claims and results. In this …

Characterising reproducibility debt in scientific software: A systematic literature review

Z Hassan, C Treude, M Norrish, G Williams… - Journal of Systems and …, 2024 - Elsevier
Context: In scientific software, the inability to reproduce results is often due to technical
issues and challenges in recreating the full computational workflow from the original …

Towards an ecosystem for reproducible research in computer networking

Q Scheitle, M Wählisch, O Gasser, TC Schmidt… - Proceedings of the …, 2017 - dl.acm.org
Reproducibility is key to rigorous scientific progress. However, many publications in the
computer networks community lack support for reproducibility. In this paper, we argue that …

Reproducible measurements of TCP BBR congestion control

B Jaeger, D Scholz, D Raumer, F Geyer… - Computer …, 2019 - Elsevier
The complexity of evaluating TCP congestion control has increased considerably since its
initial development in the 1980s. Several congestion control algorithms following different …

Reproducibility in computing research: An empirical study

W Raghupathi, V Raghupathi, J Ren - IEEE Access, 2022 - ieeexplore.ieee.org
In computing, research findings are often anecdotally faulted for not being reproducible.
Numerous empirical studies have analyzed the reproducibility of a variety of research. Our …

Measuring web latency and rendering performance: Method, tools, and longitudinal dataset

AS Asrese, SJ Eravuchira, V Bajpai… - … on Network and …, 2019 - ieeexplore.ieee.org
This paper presents Webget, a measurement tool that measures Web quality of service
(QoS) metrics, including the DNS lookup time, time to first byte (TTFB), and the download …

Tracing the path to youtube: A quantification of path lengths and latencies toward content caches

TV Doan, L Pajevic, V Bajpai… - IEEE Communications …, 2018 - ieeexplore.ieee.org
Quantifying the benefits of content cache deployments, both in terms of latency and path
lengths, and identifying the disparity of achievable benefits over IPv6 and over IPv4, is …

Measuring Broadband America: A Retrospective on Origins, Achievements, and Challenges

EW Burger, P Krishnaswamy… - ACM SIGCOMM Computer …, 2023 - dl.acm.org
The" Measuring Broadband America" program, run by the United States Federal
Communications Commission (FCC), continually measures and releases data on the …

Analyzing cyber security research practices through a meta-research framework

V Le Pochat, W Joosen - Proceedings of the 16th Cyber Security …, 2023 - dl.acm.org
Sound research practices are the foundation of valid, reliable, and trustworthy research
results. The discipline of meta-research critically evaluates research practices and proposes …

Measuring web quality of experience in cellular networks

AS Asrese, EA Walelgne, V Bajpai, A Lutu… - Passive and Active …, 2019 - Springer
Measuring and understanding the end-user browsing Quality of Experience (QoE) is crucial
to Mobile Network Operators (MNOs) to retain their customers and increase revenue. MNOs …