Works Published in 2023
Displaying works 141 - 160 of 233 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 article
Preface to the Special Issue on K-12 AI Education
Wang, N., & Lester, J. (2023, August 3). INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION.
author keywords: AI education; K-12 education; K-12 AI education; Computer science education
TL;DR:
This special issue explores the emerging field of K-12 AI education research with a focus on how to best prepare future AI developers, engineers, and researchers for an AI-permeated future.
(via Semantic Scholar)
link.springer.com (publisher PDF)
Source: Web Of Science
Added: August 21, 2023
2023 article
Augmenting Campus Wireless Architectures with SDN
2023 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS, ICNC, pp. 137–142.
author keywords: 802.11 wireless networking; software-defined networking; cybersecurity
TL;DR:
If characteristic traffic patterns within the wireless domain support the development of a hybrid Software-Defined Networking (SDN) architecture to augment traditional wireless infrastructure in support of policy-driven networking is determined.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 21, 2023
2023 journal article
An open-source platform for geospatial participatory modeling in the cloud
ENVIRONMENTAL MODELLING & SOFTWARE, 167.
author keywords: GRASS GIS; Interactive modeling; Urban growth modeling; Watershed analysis; Actinia
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 21, 2023
2023 journal article
EdAR: An Experience-Driven Multipath Scheduler for Seamless Handoff in Mobile Networks
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 22(10), 6839–6852.
author keywords: MPTCP; scheduler; handoff; experience-driven; deep reinforcement learning
TL;DR:
Evaluation results show that EdAR outperforms the state-of-the-art MPTCP schedulers in most network scenarios, and in mobile networks with frequent handoffs, EdAR brings $2\times $ improvement in terms of the overall goodput.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: August 19, 2023
2023 conference paper
It’s like flossing your teeth: On the Importance and Challenges of Reproducible Builds for Software Supply Chain Security
Proceedings of the 44th IEEE Symposium on Security and Privacy (S&P 2023).
Source: ORCID
Added: August 15, 2023
2023 conference paper
"Always Contribute Back": A Qualitative Study on Security Challenges of the Open Source Supply Chain
In Proceedings of the 44th IEEE Symposium on Security and Privacy (S&P’23).
Source: ORCID
Added: August 15, 2023
2023 journal article
Theory and Practice of Relational-to-RDF Temporal Data Exchange and Query Answering
ACM JOURNAL OF DATA AND INFORMATION QUALITY, 15(2).
author keywords: Data-intensive sciences and databases; theory of temporal databases; information quality in temporal data exchange; RDF / RDFS / SPARQL
TL;DR:
A general framework that formalizes the relational-to-RDF temporal data-exchange problem and proves correctness of the information output by the algorithms is developed and also reports on the algorithm implementation and experimental results for two application domains.
(via Semantic Scholar)
Source: Web Of Science
Added: August 14, 2023
2023 journal article
Remedy or Resource Drain: Modeling and Analysis of Massive Task Offloading Processes in Fog
IEEE INTERNET OF THINGS JOURNAL, 10(13), 11669–11682.
author keywords: Task analysis; Internet of Things; Edge computing; Gravity; Delays; Computational modeling; Performance evaluation; Fog computing; performance evaluation; task offloading
TL;DR:
Simulation results show that the proposed gravity model can flexibly describe different offloading schemes in terms of application and node-level behavior, and finds that the expected lifetime and device effort of individual tasks decrease as the network effort decreases over the network size.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: August 7, 2023
2023 article
Archipelago: A Hybrid Multi-Node Campus SDN Architecture
2023 26TH CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS AND WORKSHOPS, ICIN.
author keywords: Network; SDN; Policy; Cybersecurity
TL;DR:
This research expands upon prior work to realize these goals with SDN and discusses a multi-node hybrid SDN architecture called Archipelago.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 7, 2023
2023 journal article
How do microservices evolve? An empirical analysis of changes in open-source microservice repositories
JOURNAL OF SYSTEMS AND SOFTWARE, 204.
author keywords: Microservices; Service -oriented architecture; Software evolution; Software architecture; Mining software repositories
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Source: Web Of Science
Added: August 7, 2023
2023 article
Large-Scale Graph Neural Networks: The Past and New Frontiers
PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, pp. 5835–5836.
author keywords: Graph Neural Networks; Large-scale Graphs; Scalability
TL;DR:
This tutorial aims to provide a systematic and comprehensive understanding of the challenges and state-of-the-art techniques for scaling GNNs, and to explore new ideas and developments in this rapidly evolving field.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: August 5, 2023
2023 article
How does the Memorization of Neural Networks Impact Adversarial Robust Models?
PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, pp. 2801–2812.
author keywords: Adversarial example; robustness; over-parameterization
TL;DR:
Benign Adversarial Training (BAT) is proposed which can facilitate adversarial training to avoid fitting "harmful" atypical samples and fit as more "benign" atYPical samples as possible and can achieve better clean accuracy vs. robustness trade-off than baseline methods, in benchmark datasets for image classification.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: August 5, 2023
2023 article
Enhancing Graph Representations Learning with Decorrelated Propagation
PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, pp. 1466–1476.
author keywords: Graph Neural Networks; Over-correlation; Over-smoothing; Semi-supervised node classification
TL;DR:
A decorrelated propagation scheme (DeProp) is proposed as a fundamental component to decorrelate the feature learning in GNN models, which achieves feature decorrelation at the propagation step and can be used to solve over-smoothing and over-correlation problems simultaneously and significantly outperform state-of-the-art methods on missing feature settings.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: August 5, 2023
2023 article
Real-Time Scheduling of Autonomous Driving System with Guaranteed Timing Correctness
2023 IEEE 29TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM, RTAS, pp. 185–197.
TL;DR:
This paper formulates the AD system as a multi-rate DAG and proposes an integrated framework to co-analyze the schedulability of individual tasks and the end-to-end latency of task chains in the multi- rate DAG.
(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: July 31, 2023
2023 article
Compositional Mixed-Criticality Systems with Multiple Executions and Resource-Budgets Model
2023 IEEE 29TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM, RTAS, pp. 67–79.
author keywords: Mixed-Criticality; Compositional Scheduling; Resource Criticality; Demand Bound Functions; AUTOSAR
TL;DR:
An analytical model and a demand-bound function-based schedulability test are presented for the EDFbased scheduler in the proposed compositional mixed-criticality system and the general performance of the scheduling framework and its wider applicability is demonstrated and evaluated using synthetic workloads and resource models.
(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: July 31, 2023
2023 journal article
Query Integrity Meets Blockchain: A Privacy-Preserving Verification Framework for Outsourced Encrypted Data
IEEE TRANSACTIONS ON SERVICES COMPUTING, 16(3), 2100–2113.
author keywords: Cryptography; Blockchains; Authorization; Indexes; Servers; Cloud computing; Smart contracts; Outsourced encryption; blockchain; query integrity; Index Terms; access authorization; privacy protection
TL;DR:
A blockchain-based verifiable search framework for the adversarial cloud outsourcing context is proposed and a stealth authorization scheme is constructed to deliver the access authorization without any identity disclosure for user's privacy protection.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: July 31, 2023
2023 article
Embedding AI in society: ethics, policy, governance, and impacts
Pflanzer, M., Dubljevic, V., Bauer, W. A. A., Orcutt, D., List, G., & Singh, M. P. P. (2023, June 24). AI & SOCIETY, Vol. 6.
TL;DR:
This Special Issue on Embedding AI in Society encapsulates findings of a multidisciplinary symposium that sought a deeper and more holistic understanding of how AI does and should shape societal activity.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: July 31, 2023
2023 journal article
Healthful Connected Living: Vision and Challenges for the Case of Obesity
IEEE INTERNET COMPUTING, 27(3), 7–14.
author keywords: Sensors; Obesity; Heart rate variability; Biomedical monitoring; Artificial intelligence; Temperature measurement; Psychology
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: July 24, 2023
2023 article
Contextual Pattern Matching in Less Space
2023 DATA COMPRESSION CONFERENCE, DCC, pp. 160–167.
TL;DR:
The Contextual Pattern Matching Problem is revisited and it is demonstrated that this is possible without a significant sacrifice in query time by providing an O(r\log(n/r)$ space solution that answers queries in $O(|P|+c\log P\cdot\log (n/ r)$ time.
(via Semantic Scholar)
Source: Web Of Science
Added: July 24, 2023
2023 journal article
Plant pest invasions, as seen through news and social media
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 100.
author keywords: Text mining; Invasive pests; Twitter; Online news; GDELT; Geospatial-temporal
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: July 19, 2023
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