Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Kyungtae Kang"'
Publikováno v:
Cluster Computing. 26:349-366
Federated Learning (FL) is a technology that facilitates a sophisticated way to train distributed data. As the FL does not expose sensitive data in the training process, it was considered privacy-safe deep learning. However, a few recent studies prov
Autor:
Kyungtae Kang, Haegeon Jeong
Publikováno v:
Journal of Institute of Control, Robotics and Systems. 27:208-215
Publikováno v:
Peer-to-Peer Networking and Applications. 12:850-864
A secure deduplication technique removes duplicate data and stores only single copy to efficiently utilize the storage while guaranteeing the privacy of the data. Thus, it is a necessary technology for resource-limited for devices to save storages. H
Publikováno v:
IEEE Transactions on Computers. 67:284-290
By overlapping disk accesses with computation-intensive operations, prefetching can reduce delays in launching an application and in loading significant amounts of data while the application is running. The key to effective prefetching is making the
Publikováno v:
Soft Computing. 22:1225-1236
Automatic interpretation of electrocardiograms provides a noninvasive and inexpensive technique for analyzing the heart activity of patients with a range of cardiac conditions. We propose a method that combines locally weighted linear regression with
Autor:
Juyoung Park, Kyungtae Kang
Publikováno v:
IET Syst Biol
Long‐term electrocardiogram data can be acquired by linking a Holter monitor to a mobile phone. However, most systems of this variety are simply designed to detect arrhythmia through heartbeat classification, and do not provide any additional suppo
Autor:
Yongsoon Eun, In-Hee Park, Jaegeun Park, Yuchang Won, Haegeon Jeong, Jeanseong Baik, Kyungtae Kang, Insup Lee, Kyung-Joon Park, Buyeon Yu
Publikováno v:
ICCPS
This paper presents an architecture for cyber-physical systems resilient against external attacks and internal faults. The target CPS consists of multiple physical systems equipped with local embedded systems, a supervision module that oversees opera
Publikováno v:
SMC
Software often requires frequent updates to improve performance and reliability. Typically, a general update process is performed after terminating a program although this is not applicable to applications that require non-disruptive services such as
Publikováno v:
Journal of KIISE. 41:832-837
Application loading speed can be improved by timely prefetching disk blocks likely to be needed by an application. However, existing prefetchers -- if they are not specialized to a particular application -- incur high overheads and are poor at identi
Publikováno v:
IEEE Transactions on Computers. 63:1460-1473
New features are often added incrementally to avionics systems to minimize the need for redesign and recertification. However, it then becomes necessary to check that the timing constraints of existing as well as new applications are met. We facilita