Works Published in 2023
Displaying works 101 - 120 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
SpecPMT: Speculative Logging for Resolving Crash Consistency Overhead of Persistent Memory
PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2023, pp. 762–777.
author keywords: persistent memory; transaction; logging; microarchitecture
TL;DR:
This paper introduces speculative logging, a new method that forgoes most memory fences and reduces data persistence overhead by logging data values early, which enables a novel persistent transaction model, speculatively persistent memory transactions (SpecPMT).
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: November 6, 2023
2023 article
"The Best Data Are Fake Data?": An Interview With Chris Hazard
Menzies, T., & Hazard, C. (2023, September). IEEE SOFTWARE, Vol. 40, pp. 121–124.
author keywords: Ethics; Hazards; Interviews; Synthetic data
TL;DR:
This issue, Chris Hazard, cofounder of Diveplane, which is a leader in the burgeoning international synthetic data market, discusses the ethical implications of using synthetic data generated from real information sources.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: October 31, 2023
2023 journal article
Fair Enough: Searching for Sufficient Measures of Fairness
ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 32(6).
author keywords: Software fairness; fairness metrics; clustering; theoretical analysis; empirical analysis
TL;DR:
This article shows that many of those fairness metrics effectively measure the same thing, and it is no longer necessary (or even possible) to satisfy all fairness metrics.
(via Semantic Scholar)
arxiv.org (repository)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 31, 2023
2023 journal article
LTE I/Q Data Set for UAV Propagation Modeling, Communication, and Navigation Research
IEEE COMMUNICATIONS MAGAZINE, 61(9), 90–96.
author keywords: Wireless communication; Visualization; Codes; Radio navigation; Metadata; Autonomous aerial vehicles; Long Term Evolution
TL;DR:
This article introduces raw LTE in-phase and quadrature sample data sets obtained from physical field experiments of the NSF AERPAW experimentation platform and implements a standardized metadata format that can be used to replicate the results obtained from the collected datasets.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: October 30, 2023
2023 article
How and When: The Impact of Metacognitive Knowledge Instruction and Motivation on Transfer Across Intelligent Tutoring Systems
Abdelshiheed, M., Barnes, T., & Chi, M. (2023, September 27). INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION.
author keywords: Metacognitive knowledge; Motivation; Metacognitive interventions; Transfer; Intelligent tutoring systems
TL;DR:
A framework suggests that the key factors for facilitating transfer are the motivation for StrBoth students, nudges for their StrHow peers, and the combination of worked examples and nudges for Rote students.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Source: Web Of Science
Added: October 23, 2023
2023 journal article
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 35(10), 10181–10196.
author keywords: CNN; deep reuse; inference; winograd
TL;DR:
A new inference method, called DREW, is proposed, which combines deep reuse with Winograd for further accelerating CNNs, and reduces the number of convolution operations to 10% of the original operations, thus achieving up to 60% energy-efficiency benefits than the original Winog Rad inference.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: October 23, 2023
2023 article
UFinAKA: Fingerprint-Based Authentication and Key Agreement With Updatable Blind Credentials
Wang, M., Chen, J., He, K., Yu, R., Du, R., & Qian, Z. (2023, September 13). IEEE-ACM TRANSACTIONS ON NETWORKING, Vol. 9.
author keywords: Fingerprint; authentication and key agreement; updatable; privacy-preserving
Sources: Web Of Science, NC State University Libraries, ORCID
Added: October 16, 2023
2023 article
Fostering Upper Elementary AI Education: Iteratively Refining a Use-Modify-Create Scaffolding Progression for AI Planning
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL. 2, pp. 647–647.
TL;DR:
This work presents efforts to embed a unit on AI planning within an immersive game-based learning environment for upper elementary students (ages 8 to 11) that utilizes a scaffolding progression based on the Use-Modify-Create framework.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Source: Web Of Science
Added: October 16, 2023
2023 article
Multimodal CS Education Using a Scaffolded CSCL Environment
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL. 2, pp. 645–645.
TL;DR:
The approach to integrating virtual and physical learning modalities into InfuseCS, a CSCL environment for upper elementary school students to foster their computational thinking and science knowledge construction as they collaborate to create digital narratives is presented.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: October 16, 2023
2023 journal article
Maintenance commitments: Conception, semantics, and coherence
ARTIFICIAL INTELLIGENCE, 324.
author keywords: Social commitments; Maintenance; Goals; Belief-Desire-Intention agents; Coherence
Sources: Web Of Science, NC State University Libraries
Added: October 10, 2023
2023 journal article
Less But Enough: Evaluation of peer reviews through pseudo-labeling with less annotated data
Journal of Educational Data Mining, 15(2), 123–140.
Sources: NC State University Libraries, NC State University Libraries
Added: October 4, 2023
2023 conference paper
Predicting students' software engineering class performance with machine learning and pre-class GitHub metrics
Frontiers in Education 2023, 53rd Annual Conference. Presented at the Frontiers in Education 2023, 53rd Annual Conference, College Station, TX.
Event: Frontiers in Education 2023, 53rd Annual Conference at College Station, TX on October 18-21, 2023
Sources: NC State University Libraries, ORCID
Added: October 4, 2023
2023 conference paper
Quality control of crowd labeling for improving the quality of peer assessments
Frontiers in Education 2023, 53rd Annual Conference. Presented at the Frontiers in Education 2023, 53rd Annual Conference, College Station, TX.
Event: Frontiers in Education 2023, 53rd Annual Conference at College Station, TX on October 18-21, 2023
Sources: NC State University Libraries, ORCID
Added: October 4, 2023
2023 conference paper
'Can we reach agreement?': A context- and semantic-based clustering approach with semi-supervised text-feature extraction for finding disagreement in peer-assessment formative feedback
EDM 2023: 16th International Conference on Educational Data Mining. Presented at the EDM 2023: 16th International Conference on Educational Data Mining, Bangalore.
Event: EDM 2023: 16th International Conference on Educational Data Mining at Bangalore on July 9-14, 2023
Sources: NC State University Libraries, NC State University Libraries
Added: October 4, 2023
2023 conference paper
Growing and mentoring your research group
American Society for Engineering Education Annual Conference and Exposition. Presented at the American Society for Engineering Education Annual Conference and Exposition, Baltimore, Maryland. https://peer.asee.org/43836
Event: American Society for Engineering Education Annual Conference and Exposition at Baltimore, Maryland on June 25-28, 2023
Sources: NC State University Libraries, ORCID
Added: October 4, 2023
2023 conference paper
Dual-submission homework in parallel computer architecture: an exploratory study in the age of LLMs
Proceedings of the Workshop on Computer Architecture Education (WCAE 2023), associated with the International Symposium on Computer Architecture. Presented at the Workshop on Computer Architecture Education (WCAE 2023), Orlando, Florida.
Event: Workshop on Computer Architecture Education (WCAE 2023) at Orlando, Florida on June 17, 2023
Sources: NC State University Libraries, ORCID
Added: October 4, 2023
2023 conference paper
Labels are not necessary: Assessing peer-review helpfulness using domain adaptation based on self-training
Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023). Presented at the Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023).
Event: Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023)
TL;DR:
The first goal of this study is to evaluate the performance of self-training-based DA in predicting the helpfulness of peer reviews as well as the ability to overcome the distributional gap, and to propose an advanced self- Training framework to overcoming the weakness of the existing self- training by tailoring knowledge distillation and noise injection.
(via Semantic Scholar)
Sources: Crossref, NC State University Libraries
Added: October 4, 2023
2023 article
IVSign: Interpretable Vulnerability Signature via Code Embedding and Static Analysis
2023 53RD ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS WORKSHOPS, DSN-W, pp. 25–31.
author keywords: Software Vulnerability Detection; CodeBERT; Bi-LSTM; Interpreterable Vulnerability Signatures
TL;DR:
This paper proposes an Interpretable vulnerability signature (IVSign) scheme to combine pattern-driven and data-driven methods, and shows that when the matching threshold is set appropriately, the evaluation metrics on the testing samples exceed 90.00%.
(via Semantic Scholar)
Source: Web Of Science
Added: September 18, 2023
2023 article
AERIQ: SDR-Based LTE I/Q Measurement and Analysis Framework for Air-to-Ground Propagation Modeling
2023 IEEE AEROSPACE CONFERENCE.
TL;DR:
AERIQ is integrated into controllable aerial vehicles, it is flexible, repeatable, and provides raw I/Q samples for post-processing the data to extract various key parameters of interest (KPIs) over a 3D volume.
(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: September 18, 2023
2023 article
DroidPerf: Profiling Memory Objects on Android Devices
PROCEEDINGS OF THE 29TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, MOBICOM 2023, pp. 75–89.
author keywords: Profiling; memory inefficiencies; performance; Android
TL;DR:
DroidPerf is developed, a lightweight, object-centric memory profiler for ART, which associates memory inefficiencies with objects created and used in Android apps and is able to guide locality optimization on memory layouts, access patterns, and allocation patterns.
(via Semantic Scholar)
Source: Web Of Science
Added: September 18, 2023
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