TY - GEN
T1 - VOM
T2 - 38th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019
AU - Li, Mengchu
AU - Tseng, Tsun Ming
AU - Ma, Yanlu
AU - Ho, Tsung Yi
AU - Schlichtmann, Ulf
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - Multilayered valve-based continuous-flow microfluidic biochips are a rapidly developing platform for delicate bio-applications. Due to the high complexity of the biochip structure and the application protocols, there is an increasing demand for design automation approaches. Current research has enabled automated generation of biochip physical designs, operation scheduling, and binding protocols, which has demonstrated the potential for better resource utilization and execution time reduction. However, the state-of-the-art high-level synthesis methods are on operation-and device-level. They assume fluid transportation paths to be always available but overlook the physical layout of the control and flow channels. This mismatch leads to a gap in the complete synthesis flow, and can result in performance drop, waste of resources due to redundancy or even infeasible designs. This work proposes to bridge this gap with a simulation-based approach, which takes a biochip design and a high-level protocol as inputs, and synthesizes channel-level pressurization protocols to support dynamic construction of valid fluid transportation paths. Experimental results show that the proposed method can efficiently validate and optimize the flow paths for feasible designs and protocols, detect redundant resource usage, and locate the conflicts for infeasible designs and protocols. It opens up a new direction to improve the performance and the feasibility of customized biochip synthesis.
AB - Multilayered valve-based continuous-flow microfluidic biochips are a rapidly developing platform for delicate bio-applications. Due to the high complexity of the biochip structure and the application protocols, there is an increasing demand for design automation approaches. Current research has enabled automated generation of biochip physical designs, operation scheduling, and binding protocols, which has demonstrated the potential for better resource utilization and execution time reduction. However, the state-of-the-art high-level synthesis methods are on operation-and device-level. They assume fluid transportation paths to be always available but overlook the physical layout of the control and flow channels. This mismatch leads to a gap in the complete synthesis flow, and can result in performance drop, waste of resources due to redundancy or even infeasible designs. This work proposes to bridge this gap with a simulation-based approach, which takes a biochip design and a high-level protocol as inputs, and synthesizes channel-level pressurization protocols to support dynamic construction of valid fluid transportation paths. Experimental results show that the proposed method can efficiently validate and optimize the flow paths for feasible designs and protocols, detect redundant resource usage, and locate the conflicts for infeasible designs and protocols. It opens up a new direction to improve the performance and the feasibility of customized biochip synthesis.
UR - http://www.scopus.com/inward/record.url?scp=85077793841&partnerID=8YFLogxK
U2 - 10.1109/ICCAD45719.2019.8942066
DO - 10.1109/ICCAD45719.2019.8942066
M3 - Conference contribution
AN - SCOPUS:85077793841
T3 - IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
BT - 2019 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019 - Digest of Technical Papers
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 4 November 2019 through 7 November 2019
ER -