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pro vyhledávání: '"Jayasena A"'
Modern accelerators like GPUs are increasingly executing independent operations concurrently to improve the device's compute utilization. However, effectively harnessing it on GPUs for important primitives such as general matrix multiplications (GEMM
Externí odkaz:
http://arxiv.org/abs/2409.02227
Side-channel attacks exploit variations in non-functional behaviors to expose sensitive information across security boundaries. Existing methods leverage side-channels based on power consumption, electromagnetic radiation, silicon substrate coupling,
Externí odkaz:
http://arxiv.org/abs/2403.08132
Autor:
Weerapperuma, Umesha Sasanthi, Rathnasinghe, Akila Pramodh, Jayasena, Himal Suranga, Wijewickrama, Chamitha Sanjani, Thurairajah, Niraj
Publikováno v:
Engineering, Construction and Architectural Management, 2023, Vol. 32, Issue 1, pp. 374-408.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/ECAM-01-2023-0012
Large Language Models increasingly rely on distributed techniques for their training and inference. These techniques require communication across devices which can reduce scaling efficiency as the number of devices increases. While some distributed t
Externí odkaz:
http://arxiv.org/abs/2401.16677
Publikováno v:
Archnet-IJAR: International Journal of Architectural Research, 2023, Vol. 18, Issue 4, pp. 937-954.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/ARCH-02-2023-0028
Logic locking and hardware Trojans are two fields in hardware security that have been mostly developed independently from each other. In this paper, we identify the relationship between these two fields. We find that a common structure that exists in
Externí odkaz:
http://arxiv.org/abs/2309.15067
Autor:
Jayasena, Aruna, Mishra, Prabhat
Hardware-firmware co-verification is critical to design trustworthy systems. While formal methods can provide verification guarantees, due to the complexity of firmware and hardware, it can lead to state space explosion. There are promising avenues t
Externí odkaz:
http://arxiv.org/abs/2309.08002
Autor:
Alsop, Johnathan, Aga, Shaizeen, Ibrahim, Mohamed, Islam, Mahzabeen, Mccrabb, Andrew, Jayasena, Nuwan
Continual demand for memory bandwidth has made it worthwhile for memory vendors to reassess processing in memory (PIM), which enables higher bandwidth by placing compute units in/near-memory. As such, memory vendors have recently proposed commerciall
Externí odkaz:
http://arxiv.org/abs/2309.07984
Publikováno v:
CAAI Transactions on Intelligence Technology, Vol 9, Iss 5, Pp 1116-1125 (2024)
Abstract Pre‐trained multilingual language models (PMLMs) such as mBERT and XLM‐R have shown good cross‐lingual transferability. However, they are not specifically trained to capture cross‐lingual signals concerning sentiment words. This pose
Externí odkaz:
https://doaj.org/article/3a7ea0f2b8344079976e08082714330a
Autor:
Venuste Maniraguha, Jun Seon Hong, Myunghwan Yu, Elijah Ogola Oketch, Young-Joo Yi, Hyeonho Yun, Dinesh Darshaka Jayasena, Jung Min Heo
Publikováno v:
Journal of Animal Science and Technology, Vol 66, Iss 5, Pp 999-1009 (2024)
The impact of dietary non-starch polysaccharides (NSP) on performance and carcass traits of broilers fed wheat-bran substituted into corn-soybean meal-based diets supplemented with xylanase was investigated. A total of 280 (7-day-old) Ross 308 broile
Externí odkaz:
https://doaj.org/article/55a1c6bd611c4556bf69f12ad522418d