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Soonhoi Ha

Seoul National University · Computer Science

About the Lab

Professor Soonhoi Ha's research lab specializes in hardware-software codesign, embedded systems, and real-time multimedia processing. The lab focuses on developing advanced design environments and methodologies for optimizing system-level design, particularly for MPSoC (Multi-Processor System-on-Chip) architectures. Key research directions include heterogeneous modeling of computation, compile-time scheduling strategies for dataflow graphs, and seamless co-design flows from functional simulation to system synthesis. The lab emphasizes efficient, predictable, and high-performance embedded software and system design for real-time applications such as video processing and multimedia systems.

hardware-software codesigndataflow schedulingMPSoCreal-time systemsco-design environment

Research Overview

Papers
317
Total Citations
4,873
Papers (5y)
31
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
31total
2022
2023
2024
2025
2026
Citations per year (5y)
156total
20222023202420252026

Selected Papers

15
1
Article|98 citations·2007
PeaCE
Soonhoi Ha, Sungchan Kim, Choonseung Lee, Youngmin Yi, Seongnam Kwon, Young-Pyo Joo
SJR Q2ACM Transactions on Design Automation of Electronic Systems

Existent hardware-software (HW-SW) codesign tools mainly focus on HW-SW cosimulation to build a virtual prototyping environment that enables software design and system verification without need of making a hardware prototype. Not only HW-SW cosimulation, but also HW-SW codesign methodology involves system specification, functional simulation, design-space exploration, and hardware-software cosynthesis. The PeaCE codesign environment is the first full-fledged HW-SW codesign environment that provi

Hardware and ArchitectureComputer Science
2
Article|58 citations·1991
Compile-time scheduling and assignment of data-flow program graphs with data-dependent iteration
Soonhoi Ha, Edward A. Lee
SJR Q1IEEE Transactions on Computers

Four scheduling strategies for dataflow graphs onto parallel processors are classified: (1) fully dynamic, (2) static-assignment, (3) self-timed, and (4) fully static. Scheduling techniques valid for strategies (2), (3), and (4) are proposed. The focus is on dataflow graphs representing data-dependent iteration. A known probability mass function for the number of cycles in the data-dependent iteration is assumed, and how a compile-time decision about assignment and/or ordering as well as timing

Hardware and ArchitectureComputer Science
3
Article|58 citations·1997
Compile-time scheduling of dynamic constructs in dataflow program graphs
Soonhoi Ha, Edward A. Lee
SJR Q1IEEE Transactions on Computers

Scheduling dataflow graphs onto processors consists of assigning actors to processors, ordering their execution within the processors, and specifying their firing time. While all scheduling decisions can be made at runtime, the overhead is excessive for most real systems. To reduce this overhead, compile-time decisions can be made for assigning and/or ordering actors on processors. Compile-time decisions are based on known profiles available for each actor at compile time. The profile of an acto

Hardware and ArchitectureComputer Science
4
book|38 citations·2017
Handbook of Hardware/Software Codesign
Soonhoi Ha, Jürgen Teich
Hardware and ArchitectureComputer Science
5
Article|27 citations·2006
Hardware-Software Codesign of Multimedia Embedded Systems: the PeaCE
Soonhoi Ha, Choonseung Lee, Youngmin Yi, Seongnam Kwon, Young-Pyo Joo

Hardware/software codesign involves various design problems including system specification, design space exploration, hardware/software co-verification, and system synthesis. A codesign environment is a software tool that facilitates capabilities to solve these design problems. This paper presents the peace codesign environment mainly targeting for multimedia applications with real-time constraints. Peace specifies the system behavior with a heterogeneous composition of three models of computati

Hardware and ArchitectureComputer Science
6
Article|21 citations·2007
Model-based Programming Environment of Embedded Software for MPSoC
Soonhoi Ha

A noble model-based programming environment of embedded software for MPSoC is proposed. By defining a common intermediate code (CIC), it separates modeling of the software and implementation optimized for target architecture. It also allows us to use diverse models for initial specification. Another feature is to provide multi-phase debugging capabilities: at the modeling stage, at the code generation stage, and at the simulation stage. Preliminary experiments with a Divx player confirm the feas

Hardware and ArchitectureComputer Science
7
Book Chapter|19 citations·2013
Decidable Dataflow Models for Signal Processing: Synchronous Dataflow and Its Extensions
Soonhoi Ha, Hyunok Oh
Hardware and ArchitectureComputer Science
8
Article|19 citations·2016
TQSIM: A fast cycle-approximate processor simulator based on QEMU
Shin-haeng Kang, Donghoon Yoo, Soonhoi Ha
SJR Q1Journal of Systems Architecture
Hardware and ArchitectureComputer Science
9
Article|16 citations·1992
Compile-time scheduling of dataflow program graphs with dynamic constructs
Soonhoi Ha

Scheduling of dataflow graphs onto parallel processors consists of assigning actors to processors, ordering the execution of actors within each processor, and firing the actors at particular times. Many scheduling strategies do at least one of these operations at compile time to reduce run-time cost of scheduling activities. In this thesis, we classify four scheduling strategies, (1) fully dynamic, (2) static-assignment, (3) self-timed, and (4) fully static. These are ordered in decreasing run-t

Hardware and ArchitectureComputer Science
10
Article|15 citations·2007
Optimized RTL Code Generation from Coarse-Grain Dataflow Specification for Fast HW/SW Cosynthesis
Hyunuk Jung, Hoeseok Yang, Soonhoi Ha
SJR Q2Journal of Signal Processing Systems
Hardware and ArchitectureComputer Science
11
Article|14 citations·2012
A parallel and distributed meta-heuristic framework based on partially ordered knowledge sharing
Jinwoo Kim, Minyoung Kim, Mark-Oliver Stehr, Hyunok Oh, Soonhoi Ha
SJR Q1Journal of Parallel and Distributed Computing
Artificial IntelligenceComputer Science
12
Article|9 citations·1991
Quasi-static scheduling for multiprocessor DSP
Soonhoi Ha, Edward A. Lee

Scheduling strategies for a multiprocessor DSP (digital signal processor) are classified into four types: fully dynamic, static-assignment, self-timed, and fully static. The concept of static scheduling (self-timed or fully static) is extended to handle nondeterministic actors in the proposed quasi-static scheduling. Quasi-static scheduling minimizes run-time overhead with increased compilation complexity, and is thus adequate for signal processing applications. The proposed scheme is applicable

Hardware and ArchitectureComputer Science
13
Book Chapter|8 citations·2017
Introduction to Hardware/Software Codesign
Soonhoi Ha, Jürgen Teich, Christian Haubelt, Michael Glaß, Tulika Mitra, Rainer Dömer, Petru Eles, Aviral Shrivastava, Andreas Gerstlauer, Shuvra S. Bhattacharyya
Hardware and ArchitectureComputer Science
14
Book Chapter|6 citations·2018
Decidable Signal Processing Dataflow Graphs
Soonhoi Ha, Hyunok Oh
Hardware and ArchitectureComputer Science
15
Article|4 citations·2018
A hybrid performance analysis technique for distributed real-time embedded systems
Junchul Choi, Hyunok Oh, Soonhoi Ha
SJR Q2Real-Time Systems
Hardware and ArchitectureComputer Science

Research Areas

Hardware and ArchitectureComputer Networks and CommunicationsComputer Vision and Pattern RecognitionElectrical and Electronic EngineeringManagement Science and Operations ResearchMechanical Engineering

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