Fangtong Zhou
College of Engineering
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Works (6)
Updated: April 20th, 2024 05:00
2024 article
How Pre-class Programming Experience Influences Students' Contribution to Their Team Project: A Statistical Study
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 255–261.
author keywords: Software Engineering Education; Teamwork and Collaboration; Qualitative Study; Statistical Study; GitHub
dl.acm.org (publisher PDF)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 8, 2024
2023 article
Correlating Students' Class Performance Based on GitHub Metrics: A Statistical Study
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL 1, pp. 526–532.
author keywords: Software Engineering Education; OSS; GitHub
TL;DR:
A novel, unified, and replicable way to measure previous programming experience using students' pre-class GitHub contributions is presented, believed to be the first to use GitHub contributions in this way.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 1, 2023
2023 article
Fence: Fee-Based Online Balance-Aware Routing in Payment Channel Networks
Wang, X., Yu, R., Yang, D., Xue, G., Gu, H., Li, Z., & Zhou, F. (2023, October 16). IEEE-ACM TRANSACTIONS ON NETWORKING, Vol. 10.
author keywords: Routing; Throughput; Blockchains; Bitcoin; Security; Scalability; Privacy; Blockchain; payment channel network; routing; online algorithm; competitive analysis
Sources: Web Of Science, NC State University Libraries
Added: November 13, 2023
2022 article
FedAegis: Edge-Based Byzantine-Robust Federated Learning for Heterogeneous Data
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), pp. 3005–3010.
author keywords: Federated learning; edge computing; data heterogeneity; Byzantine robustness; distributionally robust optimization
TL;DR:
Experiments show that the proposed FedAegis algorithm can achieve convergence and high accuracy under heterogeneous data and various attack scenarios, while state-of-the-art defenses and robustness mechanisms are non-converging or have reduced average and/or worst-case accuracy.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 4, 2022
2022 article
Why Riding the Lightning? Equilibrium Analysis for Payment Hub Pricing
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), pp. 5409–5414.
Event: IEEE
author keywords: Payment channel network; game theory; price-setting competition; Bertrand competition
TL;DR:
This paper applies equilibrium analysis to the price-setting game between two payment hubs in the PCN with limited channel capacities and partial overlap demand and analyzes existence of pure Nash Equilibriums (NEs) and bounds on the equilibrium revenue under various cases, and proposes an algorithm to find all pure NEs.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 4, 2022
2021 article
Data-Driven Edge Resource Provisioning for Inter-Dependent Microservices with Dynamic Load
2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
author keywords: Edge computing; microservice; load balancing; resource provisioning; robustness; data-driven
TL;DR:
Simulations with real-world datasets have validated that the proposed edge resource provisioning model provides the important robustness crucially needed in MSAs, and performs superiorly compared to baselines that neglect either network or inter-dependency constraints.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 23, 2022
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