Zhidan Zheng

dblp:284/8489 · DBLP profile ↗
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12ranked-venue papers
8as first author
12since 2021 · last 2026
0009-0001-6820-5518ORCID · corroborated

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

Systems, architecture and hardware · 12 · 8 first-author · 12 since 2021Software engineering, systems software and programming languages · 2 · 2 first-author · 2 since 2021
YearPublicationVenuePosition
2026 Invited: Navigating the Frontier of Optimality and Complexity: Advanced Design Automation for Wavelength-Routed ONoCs
abstract
The sustained growth of high-performance computing (HPC) workloads places increasing pressure on on-chip communication, where data movement, bandwidth, and power budget have become primary limiting factors. Optical networks-on-chip (ONoCs), particularly wavelength-routed ONoCs (WRONoCs), offer a transformative path toward ultra-high-speed and energy-efficient communication. The design of a WRONoC involves a complex interplay between two main design aspects: logic connection design (topological design) and layout synthesis (physical design). Existing design methodologies either separate the two design aspects into two sequential steps, which is computationally affordable but prone to suboptimality, or perform concurrent optimization that is theoretically holistic but computationally intractable. Such inefficiencies limit the scalability and generalizability of WRONoCs. To address these challenges, this paper presents two advanced design methodologies that have demonstrated their effectiveness in synthesizing high-performance WRONoCs. By pre-integrating layout constraints into the topological design phase, the logic connections created by both methodologies can be compatible with physical design, thereby resolving the long-standing conflict between solution quality and synthesis overhead.
Zhidan Zheng, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann
ISPD1
2025 CPONoC: Critical Path-aware Physical Implementation for Optical Networks-on-Chip
abstract
Optical networks-on-chips (ONoCs), which adopt optical waveguides, microring resonators (MRRs), and the wavelength division multiplexing (WDM) scheme to transmit optical signals, serve as promising solutions for integrating multi- and many-core systems to provide high-bandwidth, low-latency, and low-power on-chip communication. To minimize the insertion loss of a wavelength-routed ONoC (WRONoC) during physical implementation, existing studies either adopt conventional standard cell placement techniques or maximally avoid waveguide crossings; however, all of them ignore the fact that the critical path suffering from the maximum insertion loss dominates the overall power efficiency and system performance. In this work, we propose CPONoC, a critical-path-aware physical implementation tool for WRONoCs. Different from existing studies, CPONoC focuses on minimizing the insertion loss of the critical path using an iterative crossing-aware force-directed method, and it is compatible with different representative logic schemes and input configurations. Compared to the state-of-the-art design automation tools, CPONoC achieves an average reduction of 9.6% in maximum insertion loss.
Zhidan Zheng, Shao-Yun Fang, Tsun-Ming Tseng, Ulf Schlichtmann
ASP-DAC2
2025 A Backup Resource Customization and Allocation Method for Wavelength-Routed Optical Networks-on-Chip Topologies
abstract
Wavelength-routed networks-on-chip (WRONoCs) are known for providing high-speed and low-power communication. Despite those advantages, the key components, microring resonators (MRRs), are prone to process and thermal variations, which cause signals to fail to reach their intended destinations. Thus, several WRONoC fault-tolerant methods propose to prepare a constant number of backups, which often leads to inefficient resource allocation, i.e. insufficient backups for the signals that are prone to errors, while more than enough backups for the signals that are barely affected, resulting in much power waste. In this work, we propose a dynamical backup resource allocation method for reliability maximization and power minimization in WRONoCs. Precisely, our method starts with accurately modeling the WRONoC faults, which considers the deviation of an MRR's default behavior as a Gaussian Distribution. Since signal paths consist of different numbers of MRRs, and the signals have different probabilities of deviating from their designated paths, our method customizes the number of backup paths for every signal and automatically allocates the minimum resources to optimize the reliability.
Zhidan Zheng, You-Jen Chang, Liaoyuan Cheng, Tsun-Ming Tseng, Ulf Schlichtmann
ASP-DAC1
2025 SRing: A Sub-Ring Construction Method for Application-Specific Wavelength-Routed Optical NoCs
abstract
Wavelength-routed optical networks-on-chip (WR-ONoCs) attract ever-increasing attention for supporting high-speed communications with low power and latency. Among all WRONoC routers, optical ring routers attract much interest for their simple structures. However, current designs of ring routers have overlooked the customization problem: when adapting to applications that have specific communication requirements, current designs suffer high propagation loss caused by long worst-case signal paths and high splitter usage in power distribution networks (PDN). To address those problems, we propose a novel customization method to generate application-specific ring routers with multiple sub-rings, SRing. Instead of sequentially connecting all nodes in a large ring, we cluster the nodes and connect them with sub-ring waveguides to reduce the path length. Besides, we propose a mixed integer linear programming model for wavelength assignment to reduce the number of PDN splitters. We compare SRing to three state-of-the-art ring router design methods for six applications. Experimental results show that SRing can greatly reduce the length of the longest signal path, the worst-case insertion loss, and the number of splitters in the PDN, significantly improving the power efficiency.
Zhidan Zheng, Meng Lian 0001, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann
DATE1
2025 A Lifetime Extension Framework for Communication-Intensive Systems Based on Wavelength-Routed Optical Networks-on-Chip
Zhidan Zheng, Liaoyuan Cheng, Jeng-De Chang, Tsun-Ming Tseng, Ing-Chao Lin, Ulf Schlichtmann
ACM Great Lakes Symposium on VLSI1
2025 Accurate Fault Detection for Wavelength-Routed Optical Networks-on-Chip Under Thermal Variation
Zhidan Zheng, Liaoyuan Cheng, Tsun-Ming Tseng, Ulf Schlichtmann
ACM Great Lakes Symposium on VLSI2
2025 WROXIM: A Network-Level Simulation Platform for Wavelength-Routed Optical Networks-on-Chip
abstract
To meet the increasing demand for high-speed communication in many-cores systems, optical networks-on-chip (ONoCs) have gained attention for their ability to deliver low-latency and high-bandwidth data transmission. As a specific type of ONoCs, wavelength-routed ONoCs (WRONoCs) offer exclusive benefits such as collision-free and arbitration-free communication between cores. To guide the design and optimization of WRONoCs, many simulators have been developed to model WRONoC behavior at the device and circuit levels, offering detailed insights into photonic components. These tools have significantly advanced photonic design. As WRONoCs move closer to practical applications, network-level simulation becomes increasingly important for evaluating end-to-end communication behavior. Despite the need, existing simulators rarely support WRONoC modeling at the network level, leaving a critical gap in current toolchains. To address that, we propose the first network-level WRONoC simulation platform, WROXIM, adapted from an open-source NoC simulator, Noxim. It supports cycle-accurate modeling of optical communication behaviors and retains full compatibility with traditional electrical NoC simulations. To model realistic communication behaviors, WROXIM incorporates both optical and electrical components, including serializers, deserializers, waveguides, buffers, and processing elements (PEs). This modeling approach allows the simulator to capture end-to-end data movement from a PE through the optical interconnect to another PE. Given an application with multiple tasks, WROXIM supports task-driven workloads and provides key performance metrics such as latency, throughput, and energy consumption, offering a platform for design exploration and verification for WRONoCs.
Jeng-De Chang, Zhidan Zheng, Liaoyuan Cheng, Liu-Xuan-Wei Zhang, Tsun-Ming Tseng, Ing-Chao Lin, Ulf Schlichtmann
ICCAD2
2025 FAB: Fast and Demand-Aware Bandwidth Allocation Method for Wavelength-Routed Optical Networks-on-Chip
abstract
Wavelength-routed optical networks-on-chip (WRONoC) is a promising solution for achieving high-bandwidth, low-power on-chip communications. Previous work has aimed to reduce transmission latency in WRONoC by bandwidth allocation considering application communication demands. This is achieved by optimizing core-to-port mapping and configuring the radii of microring resonators (MRRs), which are the key routing components in WRONoC. However, previous work suffers from slow runtime and limited solution quality and fails to obtain feasible solutions for large applications given WRONoC topology. To address these, we propose a novel graph-based approach, FAB, to fast and efficiently reduce transmission latency in WRONoC. Specifically, we formulate core-to-port mapping and MRR radii configuration as two-stage weighted subgraph matching problems. In each stage, we construct graphs to model the demands or the bandwidth potential between vertices. By introducing strict weight-based matching strategies and progressively relaxing infeasible cases, FAB can quickly achieve optimized high-quality solutions. Experimental results demonstrate that FAB reduces worst-case transmission latency by up to 87.5% and accelerates optimization by up to 500,000× compared to the state-of-the-art method.
Liaoyuan Cheng, Mengchu Li, Zhidan Zheng, Tsun-Ming Tseng, Ulf Schlichtmann
ICCAD3
2024 Multi-Resonance Mesh-Based Wavelength-Routed Optical Networks-on-Chip
abstract
Wavelength-routed optical networks-on-chip (WRONoCs) are well-known for providing high-speed and collision-free communication in multi-core processors. Previous work was unable to simultaneously reduce the design complexity and total optical power consumption of WRONoC. Besides, in current designs, each microring resonator (MRR), which is the key component of WRONoC, is configured to demultiplex to one specific wavelength. This significantly increases the MRR usage and the insertion loss. In this work, we adapt different types of ONoC routers into the mesh-based template. To reduce MRR usage, we take advantage of an important feature of MRR, multi-resonance, so that a single MRR can demultiplex signals on multiple wavelengths. To this end, we propose an efficient design method that synthesizes mesh-based WRONoCs using multi-resonance MRRs and existing optical routers to reduce total power consumption. The experimental results show that our method outperforms state-of-the-art design methods in significantly reducing MRR usage and optical power.
Zhidan Zheng, Liaoyuan Cheng, Kanta Arisawa, Alexandre Truppel, Shigeru Yamashita, Tsun-Ming Tseng, Ulf Schlichtmann
DAC1
2023 XRing: A Crosstalk-Aware Synthesis Method for Wavelength-Routed Optical Ring Routers
abstract
Wavelength-routed optical networks-on-chip (WR-ONoCs) are well-known for supporting high-bandwidth communications with low power and latency. Among all WRONoC routers, optical ring routers have attracted great research interest thanks to their simple structure, which looks like concentric cycles formed by waveguides. Current ring routers are designed manually. When the number of network nodes increases or the position of network nodes changes, it can be difficult to manually determine the optimal design options. Besides, current ring routers face two problems. First, some signal paths in the routers can be very long and suffer high insertion loss; second, to connect the network nodes to off-chip lasers, waveguides in the power distribution network (PDN) have to intersect with the ring waveguides, which causes additional insertion loss and crosstalk noise. In this work, we propose XRing, which is the first design automation method to automatically synthesize optical ring routers based on the number and position of network nodes. In particular, XRing optimizes the waveguide connections between the network nodes with a mathematical modelling method. To reduce insertion loss and crosstalk noise, XRing constructs efficient shortcuts between the network nodes that suffer long signal paths and creates openings on ring waveguides so that the PDN can easily access the network nodes without causing waveguide crossings. The experimental results show that XRing outperforms other WRONoC routers in reducing insertion loss and crosstalk noise. In particular, more than 98% of signals in XRing do not suffer first-order crosstalk noise, which significantly enhances the signal quality.
Zhidan Zheng, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann
DATE1
2021 Light: A Scalable and Efficient Wavelength-Routed Optical Networks-On-Chip Topology
abstract
Wavelength-routed optical networks-on-chip (WRONoCs) are known for delivering collision- and arbitration-free on-chip communication in many-cores systems. While appealing for low latency and high predictability, WRONoCs are challenged by scalability concerns due to two reasons: (1) State-of-the-art WRONoC topologies use a large number of microring resonators (MRRs) which result in much MRR tuning power and crosstalk noise. (2) The positions of master and slave nodes in current topologies do not match realistic layout constraints. Thus, many additional waveguide crossings will be introduced during physical implementation, which degrades the network performance. In this work, we propose an N x (N - 1) WRONoC topology: Light with a 4 x 3 router Hash as the basic building block, and a simple but efficient approach to configure the resonant wavelength for each MRR. Experimental results show that Light outperforms state-of-the-art topologies in terms of enhancing signal-to-noise ratio (SNR) and reducing insertion loss, especially for large-scale networks. Furthermore, Light can be easily implemented onto a physical plane without causing external waveguide crossings.
Zhidan Zheng, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann
ASP-DAC1
2021 ToPro: A Topology Projector and Waveguide Router for Wavelength-Routed Optical Networks-on-Chip
abstract
To meet the ever-increasing requirements of on-chip communication, the trend is towards wavelength-routed optical networks-on-chip (WRONoCs), which support high-speed communication with low power. A typical WRONoC design flow consists of two consecutive steps: topological design and physical design. Current physical design tools interpret the input topology as a pure logic scheme and perform placement and routing for all network components from scratch. Due to the large design complexity and the layout constraints, additional waveguide crossings in the synthesized layouts are hardly avoidable, which results in an increase in insertion loss and crosstalk noise and thus degrades the network performance. In this work, we propose a physical design tool, ToPro, which retains the interconnection among the optical switching elements by projecting the structure of a WRONoC topology onto the physical plane, and focuses on the waveguide routing to the IP-cores. To avoid the increase in insertion loss and crosstalk noise, ToPro removes the extra crossings and long detours of waveguides by changing the routing order of nets. The experimental results demonstrate the superiority of ToPro in time- and energy-efficiency. For example, compared to a state-of-the-art design automation tool, ToPro synthesizes a network with 16 IP-cores with a 17% reduction on the worst-case insertion loss and decreases the synthesis time from more than six days to less than one second.
Zhidan Zheng, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann
ICCAD1