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Gwangjin Kim

dblp:202/0490 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2026
0009-0008-4964-8824ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 1 · 1 since 2021Software engineering, systems software and programming languages · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
1 paper
Embedded and real-time systems · 28% Performance modeling and evaluation · 28% Electronic design automation · 28%

Topics — the 4 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Electronic design automation
design space exploration
1.012026
TierX: A Simulation Framework for Multi-tier BCI System Design Evaluation and Exploration · ASPLOS (2) 2026
Performance modeling and evaluation › simulation › simulation software
simulation framework
1.012026
TierX: A Simulation Framework for Multi-tier BCI System Design Evaluation and Exploration · ASPLOS (2) 2026
GPUs and heterogeneous computing › heterogeneous computing systems
heterogeneous processing node
0.312026
TierX: A Simulation Framework for Multi-tier BCI System Design Evaluation and Exploration · ASPLOS (2) 2026
Parallel and multicore computing
task partitioning
0.312026
TierX: A Simulation Framework for Multi-tier BCI System Design Evaluation and Exploration · ASPLOS (2) 2026

Methods — techniques the papers use, named apart from their topics

simulation · 1.0
YearPublicationVenuePosition
2026 TierX: A Simulation Framework for Multi-tier BCI System Design Evaluation and Exploration
abstract
Brain-computer interfaces (BCIs) have made remarkable progress in recent years, driven by advances in neuroscience and clinical applications. For practical use, underlying processing systems must meet strict latency and power budgets. However, existing BCI systems typically rely on a single processing node to handle the entire workload, making it difficult to satisfy these budgets across diverse applications. In this work, we present TierX, the first simulation framework for design space exploration of multi-tier BCI systems. TierX models heterogeneous processing nodes across tiers, including implanted processors, body-attached devices, and external servers, together with diverse communication and powering methods. It navigates the extensive design space to identify optimal (1) workload partitioning options and (2) system configurations that leverage the strengths of each tier. We validate TierX on representative system configurations and demonstrate its effectiveness across diverse use cases.
Seunghyun Song, Yeongwoo Jang, Daye Jung, Kyungsoo Park, Gwangjin Kim, Hunjun Lee, Jerald Yoo, Jangwoo Kim
ASPLOS (2)6