John Watts McFarland
College of Engineering
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Works (2)
Updated: April 5th, 2024 17:04
2022 article
ATHENA: Enabling Codesign for Next-Generation AI/ML Architectures
Plagge, M., Feinberg, B., McFarland, J., Rothganger, F., Agarwal, S., Awad, A., … Cardwell, S. G. (2022, December 1).
author keywords: Machine Learning; Codesign Tools; Neuromorphic Computing; codesign
topics (OpenAlex): Advanced Memory and Neural Computing; Ferroelectric and Negative Capacitance Devices; Semiconductor materials and devices
TL;DR:
This work presents a codesign ecosystem that leverages an analytical tool, ATHENA, to accelerate design space exploration and evaluation of novel architectures.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: May 30, 2023
2022 article
Transpose-xen
McFarland, J., & Awad, A. (2022, April 25). Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing.
author keywords: Hypervisor; Dynamic Allocation; Real-Time Scheduling; Cloud Computing
topics (OpenAlex): Cloud Computing and Resource Management; Parallel Computing and Optimization Techniques; Real-Time Systems Scheduling
TL;DR:
This paper proposes Transpose-Xen, an adaptive hyper-visor scheduler capable of managing the scheduling of tasks of varying levels of criticality, including tasks with hard real-time constraints, which is able to execute multiple jobs of varying criticality by finding similarities between the resource needs of each task despite potentially executing from separate VMs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: April 4, 2023