Nathaniel Hudson
Orcid: 0000-0001-7474-2689Affiliations:
- University of Chicago, IL, USA
According to our database1,
Nathaniel Hudson
authored at least 36 papers
between 2015 and 2024.
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Bibliography
2024
ACM J. Data Inf. Qual., June, 2024
Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data.
ACM Trans. Embed. Comput. Syst., January, 2024
QoS-aware edge AI placement and scheduling with multiple implementations in FaaS-based edge computing.
Future Gener. Comput. Syst., 2024
CoRR, 2024
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning.
CoRR, 2024
Proceedings of the 20th IEEE International Conference on e-Science, 2024
An Empirical Investigation of Container Building Strategies and Warm Times to Reduce Cold Starts in Scientific Computing Serverless Functions.
Proceedings of the 20th IEEE International Conference on e-Science, 2024
2023
Measurement and Applications: Exploring the Challenges and Opportunities of Hierarchical Federated Learning in Sensor Applications.
IEEE Instrum. Meas. Mag., December, 2023
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism.
CoRR, 2023
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023
Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023
Accelerating Communications in Federated Applications with Transparent Object Proxies.
Proceedings of the International Conference for High Performance Computing, 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models.
Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023
Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023
2022
Smart Edge-Enabled Traffic Light Control: Improving Reward-Communication Trade-offs with Federated Reinforcement Learning.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022
Proceedings of the 18th IEEE International Conference on e-Science, 2022
Communication-Loss Trade-Off in Federated Learning: A Distributed Client Selection Algorithm.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022
2021
IEEE Trans. Netw. Sci. Eng., 2021
QoS-Aware Placement of Deep Learning Services on the Edge with Multiple Service Implementations.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021
Joint Compression and Offloading Decisions for Deep Learning Services in 3-Tier Edge Systems.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021
2020
Proceedings of the IEEE International Conference on Smart Computing, 2020
Proceedings of the International Conference on Computing, Networking and Communications, 2020
Improving the Accuracy-Latency Trade-off of Edge-Cloud Computation Offloading for Deep Learning Services.
Proceedings of the IEEE Globecom Workshops, 2020
2019
Click Maximization in Online Social Networks Using Optimal Choice of Targeted Interests.
CoRR, 2019
Influence spread in two-layer interdependent networks: designed single-layer or random two-layer initial spreaders?
Appl. Netw. Sci., 2019
Proceedings of the International Conference on Computing, Networking and Communications, 2019
2018
Supporting Remote Real-Time Expert Help: Opportunities and Challenges for Novice 3D Modelers.
Proceedings of the 2018 IEEE Symposium on Visual Languages and Human-Centric Computing, 2018
Investigating How Online Help and Learning Resources Support Children's Use of 3D Design Software.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2016
Proceedings of the 19th International Conference on Supporting Group Work, Sanibel Island, FL, USA, November 13, 2016
Understanding Newcomers to 3D Printing: Motivations, Workflows, and Barriers of Casual Makers.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Understanding triggers for clarification requests in community-based software help forums.
Proceedings of the 2015 IEEE Symposium on Visual Languages and Human-Centric Computing, 2015