Zobrazeno 1 - 10
of 226
pro vyhledávání: '"Hyokyung Bahn"'
Autor:
Seokmin Kwon, Hyokyung Bahn
Publikováno v:
Applied Sciences, Vol 14, Iss 11, p 4697 (2024)
The artificial intelligence (AI) industry is increasingly integrating with diverse sectors such as smart logistics, FinTech, entertainment, and cloud computing. This expansion has led to the coexistence of heterogeneous applications within multi-tena
Externí odkaz:
https://doaj.org/article/65049aca0b864794bd7a8feaa8aac771
Autor:
Kyungwoon Cho, Hyokyung Bahn
Publikováno v:
Applied Sciences, Vol 14, Iss 8, p 3342 (2024)
Unikernels are specialized operating system (OS) kernels optimized for a single application or service, offering advantages such as rapid boot times, high performance, minimal memory usage, and enhanced security compared to general-purpose OS kernels
Externí odkaz:
https://doaj.org/article/732354d4fa164aeda73e5cabab09a6ee
Autor:
Jeongha Lee, Hyokyung Bahn
Publikováno v:
Applied Sciences, Vol 13, Iss 22, p 12102 (2023)
Due to the recent growing data size of deep learning workloads, loading data from storage is increasingly becoming a performance bottleneck for neural network systems. In this article, we analyze the data reference characteristics of neural network w
Externí odkaz:
https://doaj.org/article/13b696fbd02f490da6ba3058c437003a
Autor:
Soyeon Park, Hyokyung Bahn
Publikováno v:
Applied Sciences, Vol 13, Iss 21, p 11654 (2023)
Container-based deep learning has emerged as a cutting-edge trend in modern AI applications. Containers have several merits compared to traditional virtual machine platforms in terms of resource utilization and mobility. Nevertheless, containers stil
Externí odkaz:
https://doaj.org/article/afd57de9f33c41c38df5a91de0b2b3ac
Publikováno v:
IEEE Access, Vol 10, Pp 3559-3570 (2022)
As the size of data grows rapidly in modern IoT (Internet-of-Things) and CPS (Cyber-Physical System) applications, the memory power consumption of real-time embedded systems increases dramatically. Unlike general-purpose systems where memory consumes
Externí odkaz:
https://doaj.org/article/25820225e5064bd191a192f31fae9b56
Autor:
Soyoon Lee, Hyokyung Bahn
Publikováno v:
IEEE Access, Vol 9, Pp 60997-61009 (2021)
In this article, we analyze Android applications’ memory reference behaviors, and observe that smartphone memory accesses are different from traditional computer systems with respect to the following five aspects: 1) A limited number of hot pages a
Externí odkaz:
https://doaj.org/article/fc921e703bc7405c8623563606d391eb
Autor:
Kyungwoon Cho, Hyokyung Bahn
Publikováno v:
IEEE Access, Vol 9, Pp 138716-138723 (2021)
Rendering is widely used for visual effects in animations, video games, and movies. As the computational load in rendering workloads fluctuates greatly over time, it is attractive to use cloud infrastructures for cost-effective rendering. However, we
Externí odkaz:
https://doaj.org/article/616d422688cd430994498db140b27ae3
Autor:
Kyungwoon Cho, Hyokyung Bahn
Publikováno v:
IEEE Access, Vol 9, Pp 161507-161519 (2021)
Managing GPGPU resources in cloud systems is challenging as workloads with various resource usage patterns coexist. To determine the co-location of workloads, previous studies have shown that run-time performance profiling and dynamic relocation of w
Externí odkaz:
https://doaj.org/article/4401c0f0c51e4621a69da573337fd626
Autor:
Yunjoo Park, Hyokyung Bahn
Publikováno v:
IEEE Access, Vol 9, Pp 52839-52850 (2021)
Recently, NVM (non-volatile memory) has advanced as a fast storage medium, and traditional memory management systems designed for HDD storage should be reconsidered. In this article, we revisit the page sizing problem in NVM storage, specially focusi
Externí odkaz:
https://doaj.org/article/c55317505d5148eca480c9ce2dcee648
Autor:
Soojung Lim, Hyokyung Bahn
Publikováno v:
IEEE Access, Vol 9, Pp 150292-150303 (2021)
In this paper, we explore Android applications’ file access characteristics, and find out that smartphone file accesses are different from traditional desktop applications in terms of the following aspects. 1) There exist a limited number of hot bl
Externí odkaz:
https://doaj.org/article/d8c0154b582041dd811f93904ef6aae6