A Fast, Iterative Clock Skew Scheduling Algorithm with Dynamic Sequential Graph Extraction

Clock skew scheduling (CSS) is a well-known technique that improves design timing slack by adjusting clock latency to flipflops. CSS requires obtaining timing path information between sequential elements (including flip-flops and I/O ports), known as sequential graph extraction, which is the most time-consuming part of advanced CSS. In this paper, to quickly identify the potential of clock skew in slack optimization, we propose an iterative CSS algorithm that leverages timing propagation to facilitate sequential graph extraction. Then, we provide a comprehensive skew calculation method that considers multiple clock latency constraints, obtaining the target latency of each flip-flop. Finally, we present slack optimization techniques to achieve the target latencies. Our algorithm achieves a $49.11 \times$ speedup compared to the advanced CSS algorithm based on partial graph extraction, reducing 90.05% of the extracted edges. Compared to a state-of-the-art CSS-based slack optimization methodology, our algorithm delivers a $27.01 \times$ speedup with superior slack improvement.

Authors

Institutions

Publication Details

Published
2025-06-22
DOI
https://doi.org/10.1109/dac63849.2025.11133114
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Fast, Iterative Clock Skew Scheduling Algorithm with Dynamic Sequential Graph Extraction

Xingquan Li, Yihang Qiu, Shijian Chen, Mingyu Chen et al.
Parallel Computing and Optimization Techniques
article

A Fast, Iterative Clock Skew Scheduling Algorithm with Dynamic Sequential Graph Extraction

Xingquan Li, Yihang Qiu, Shijian Chen, Mingyu Chen, Biwei Xie
article en

Abstract

Clock skew scheduling (CSS) is a well-known technique that improves design timing slack by adjusting clock latency to flipflops. CSS requires obtaining timing path information between sequential elements (including flip-flops and I/O ports), known as sequential graph extraction, which is the most time-consuming part of advanced CSS. In this paper, to quickly identify the potential of clock skew in slack optimization, we propose an iterative CSS algorithm that leverages timing propagation to facilitate sequential graph extraction. Then, we provide a comprehensive skew calculation method that considers multiple clock latency constraints, obtaining the target latency of each flip-flop. Finally, we present slack optimization techniques to achieve the target latencies. Our algorithm achieves a $49.11 \times$ speedup compared to the advanced CSS algorithm based on partial graph extraction, reducing 90.05% of the extracted edges. Compared to a state-of-the-art CSS-based slack optimization methodology, our algorithm delivers a $27.01 \times$ speedup with superior slack improvement.

Chinese Academy of Sciences (CN), Institute of Computing Technology (CN), Peng Cheng Laboratory (CN), University of Chinese Academy of Sciences (CN)
Openalex Percentile: Top 74%
Parallel Computing and Optimization Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Fast, Iterative Clock Skew Scheduling Algorithm with Dynamic Sequential Graph Extraction — Xingquan Li, Yihang Qiu, et al. · (2025) | TGRS Research Map | TGRS