VLDB 2026 Research / reviewers in the wild / expert
Xiaowen Wu
dblp:21/1340
· DBLP profile ↗
30ranked-venue papers
7as first author
4since 2021 · last 2026
—ORCID · conflict
Domains — the database's venue-derived domains; a paper can count in several
Systems, architecture and hardware · 24 · 3 first-authorSoftware engineering, systems software and programming languages · 4Computer networks · 3 · 2 first-author · 1 since 2021Databases, data management, data science and information retrieval · 1 · 1 first-author · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author · 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
7 papers |
Interconnection networks and networks-on-chip · 42% Electronic design automation · 21% Energy-efficient computing · 16% | |
| Computer networks
1 paper |
Physical-layer communications · 100% |
Topics — the 17 heaviest of 19, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Interconnection networks and networks-on-chip
optical network-on-chip |
0.7 | 4 | 2014 | System-Level Modeling and Analysis of Thermal Effects in WDM-Based Optical Networks-on-Chip · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2014 Systematic Analysis of Crosstalk Noise in Folded-Torus-Based Optical Networks-on-Chip · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2014 3-D Mesh-Based Optical Network-on-Chip for Multiprocessor System-on-Chip · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2013 |
Energy-efficient computing › voltage scaling
dynamic voltage scaling |
0.2 | 1 | 2015 | An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage Regulators · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015 |
Integrated circuit design › power delivery network
on-chip voltage regulator |
0.2 | 1 | 2015 | An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage Regulators · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015 |
Energy-efficient computing
power management |
0.2 | 1 | 2015 | An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage Regulators · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015 |
Electronic design automation › signal integrity
crosstalk noise analysis |
0.2 | 1 | 2014 | Systematic Analysis of Crosstalk Noise in Folded-Torus-Based Optical Networks-on-Chip · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2014 |
Interconnection networks and networks-on-chip › network topology › tree networks
fat-tree network |
0.2 | 1 | 2014 | Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip Multiprocessors · IEEE Trans. Computers 2014 |
Electronic design automation › physical design
floorplanning |
0.2 | 1 | 2014 | Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip Multiprocessors · IEEE Trans. Computers 2014 |
Electronic design automation
physical design |
0.2 | 1 | 2014 | Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip Multiprocessors · IEEE Trans. Computers 2014 |
Embedded and real-time systems › real-time scheduling
multiprocessor scheduling |
0.1 | 1 | 2011 | Satisfiability Modulo Graph Theory for Task Mapping and Scheduling on Multiprocessor Systems · IEEE Trans. Parallel Distributed Syst. 2011 |
Embedded and real-time systems › multicore real-time systems
task mapping and scheduling |
0.1 | 1 | 2011 | Satisfiability Modulo Graph Theory for Task Mapping and Scheduling on Multiprocessor Systems · IEEE Trans. Parallel Distributed Syst. 2011 |
Physical-layer communications
optical communication |
0.1 | 1 | 2010 | Crosstalk noise and bit error rate analysis for optical network-on-chip · DAC 2010 |
Processor architecture and microarchitecture
many-core architecture |
0.1 | 1 | 2015 | An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage Regulators · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015 |
Processor architecture and microarchitecture
multicore design |
0.1 | 1 | 2015 | An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage Regulators · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015 |
Processor architecture and microarchitecture
chip multiprocessor |
0.1 | 1 | 2014 | Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip Multiprocessors · IEEE Trans. Computers 2014 |
Electronic design automation › hardware verification and test
hardware verification |
0.0 | 1 | 2011 | Satisfiability Modulo Graph Theory for Task Mapping and Scheduling on Multiprocessor Systems · IEEE Trans. Parallel Distributed Syst. 2011 |
Interconnection networks and networks-on-chip
network-on-chip simulation |
0.0 | 1 | 2011 | Satisfiability Modulo Graph Theory for Task Mapping and Scheduling on Multiprocessor Systems · IEEE Trans. Parallel Distributed Syst. 2011 |
Electronic design automation › hardware verification and test › hardware verification
satisfiability modulo theories |
0.0 | 1 | 2011 | Satisfiability Modulo Graph Theory for Task Mapping and Scheduling on Multiprocessor Systems · IEEE Trans. Parallel Distributed Syst. 2011 |
Methods — techniques the papers use, named apart from their topics
analytical modeling · 0.4geometric programming · 0.2thermal modeling · 0.2system-level simulation · 0.2simulation · 0.2interconnect length minimization · 0.2crossing reduction · 0.2thermal analysis · 0.2dimension-order routing · 0.2cycle-accurate simulation · 0.2signal-to-noise ratio analysis · 0.1crosstalk noise modeling · 0.1bit error rate analysis · 0.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | NLSC: A noise-robust label shift correction framework via three-head training and class-adaptive cleaning
Xiaowen Wu, Ruidong Fan, Tingjin Luo, Chenping Hou |
Inf. Sci. | 1 |
| 2026 | Coverage and Rate Performance Analysis of Multi-RIS-Assisted Dual-Hop mmWave NetworksabstractMillimeter-wave (mmWave) communication, which operates at high frequencies, has gained extensive research interest due to its significantly wide spectrum and short wavelengths. However, mmWave communication suffers from the notable drawbacks as follows: i) The mmWave signals are sensitive to the blockage, which is caused by the weak diffraction ability of mmWave propagation; ii) Even though the introduction of reconfigurable intelligent surfaces (RISs) can overcome the performance degradation caused by serve path loss, the location of users and RISs as well as their densities incur a significant impact on the coverage and rate performance; iii) When the RISs’ density is very high, i.e., the network becomes extremely dense, a user sees several line-of-sight RISs and thus experiences significant interference, which degrades the system performance. Motivated by the challenges above, we first analyze distributed multi-RIS-aided mmWave communication system over Nakagami-mfading from the stochastic geometry perspective. To be specific, we analyze the end-to-end (E2E) signal-to-interference-plus-noise-ratio (SINR) coverage and rate performance of the system. To improve the system performance in terms of the E2E SINR coverage probability and rate, we study the optimization of the phase-shifting control of the distributed RISs and optimize the E2E SINR coverage particularly when deploying a large number of reflecting elements in RISs. To facilitate the study, we optimize the dynamic association criterion between the RIS and destination. Furthermore, we optimize the multi-RIS-user association based on the physical distances between the RISs and destination by exploiting the maximum-ratio transmission. Numerical and simulation results indicate that the deployment of distributed RISs can significantly improve the E2E SINR coverage probability and achievable rate of the system compared to the selected benchmarks. Xiaowen Wu, Jiguang He, Tomoaki Ohtsuki, Tony Q. S. Quek |
IEEE Trans. Wirel. Commun. | 2 |
| 2025 | Robust Label Shift Correction via Denoising Expectation-Maximization
Xiaowen Wu, Ruidong Fan, Chenping Hou |
PRCV (1) | 1 |
| 2024 | Coverage and Rate Performance for Distributed Multi-RIS-Assisted mmWave CommunicationsabstractMillimeter-wave (mmWave) communication, which operates at high frequencies, has gained extensive research interest due to its significantly wide spectrum and short wavelengths. However, mmWave communication suffers from the notable drawbacks as follows: i) The mmWave signals are sensitive to the blockage, which is caused by the weak diffraction ability of mmWave propagation. ii) The mmWave communication incorporating with reconfigurable intelligent surfaces (RISs) is efficient in overcoming the performance degradation caused by severe path loss. Nevertheless, the location of users and RISs as well as their densities impose a significant impact on the coverage and rate performance. Motivated by the challenges above and based on the stochastic geometry concept, we first construct distributed multi-RIS-aided mmWave communication system over Nakagami-m fading channel. Afterward, we analyze the end-to-end (E2E) signal-to-interference-plus-noise-ratio (SINR) coverage and rate performance of the system. To improve the system performance in term of the E2E SINR coverage probability and achievable rate, we study the optimization of the phase-shifting control of the distributed RISs and optimize the E2E SINR coverage particularly when installing a large number of reflecting elements in RISs. To facilitate the study, we optimize the dynamic association criterion between the source and destination. Our simulation results demonstrate that the deployment of distributed RISs can significantly improve the E2E SINR coverage probability and achievable rate of the system compared to the selected benchmarks. Xiaowen Wu, Jiguang He, Tomoaki Ohtsuki |
VTC Fall | 2 |
| 2015 | Alleviate chip I/O pin constraints for multicore processors through optical interconnectsabstractChip I/O pins are an increasingly limited resource and significantly affect the performance, power and cost of multicore processors. Optical interconnects promise low power and high bandwidth, and are potential alternatives to electrical interconnects. This work systematically developed a set of analytical models for electrical and optical interconnects to study their structures, receiver sensitivities, crosstalk noises, and attenuations. We verified the models by published implementation results. The analytical models quantitatively identified the advantages of optical interconnects in terms of bandwidth, energy consumption, and transmission distance. We showed that optical interconnects can significantly reduce chip pin counts. For example, compared to electrical interconnects, optical interconnects can save at least 92% signal pins when connecting chips more than 25 cm (10 inches) apart. Zhehui Wang, Jiang Xu 0001, Peng Yang 0003, Xuan Wang 0001, Zhe Wang 0003, Luan H. K. Duong, Haoran Li 0002, Rafael Kioji Vivas Maeda, Xiaowen Wu, Yaoyao Ye, Qinfen Hao |
ASP-DAC | 10 |
| 2015 | Coherent crosstalk noise analyses in ring-based optical interconnects
Luan H. K. Duong, Mahdi Nikdast, Jiang Xu 0001, Zhehui Wang, Yvain Thonnart, Sébastien Le Beux, Peng Yang 0003, Xiaowen Wu |
DATE | 8 |
| 2015 | Adaptively tolerate power-gating-induced power/ground noise under process variations
Zhe Wang 0003, Xuan Wang 0001, Jiang Xu 0001, Xiaowen Wu, Zhehui Wang, Peng Yang 0003, Luan H. K. Duong, Haoran Li 0002, Rafael Kioji Vivas Maeda |
DATE | 4 |
| 2015 | An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage RegulatorsabstractDesign of power delivery system has great influence on the power management in many-core processor systems. Moving voltage regulators from off-chip to on-chip gains more and more interest in the power delivery system design, because it is able to provide fine-grained dynamic voltage scaling. Previous works are proposed to implement power efficient on-chip voltage regulators. It is important to analyze the characteristics of the entire power delivery system to explore the tradeoff between the promising properties and costs of employing on-chip voltage regulators, especially the on-chip buck converters. In this paper, we present a novel analysis and design optimization platform of power delivery system called power supply on-chip (PowerSoC). It employs an analytical model to provide an accurate and fast evaluation of important characteristics, e.g., power efficiency, output stability, and dynamic voltage scaling, for the entire power delivery system consisting of on-chip/off-chip buck converters and power delivery network. Based on our model, geometric programming is utilized to find the optimal design for different power delivery systems and explore the tradeoff of using on-chip converters. Compared with SPICE simulations, our model achieves a simulation time reduction of six to seven orders of magnitude within 5% model error for the characteristic evaluation of different power delivery systems. By using PowerSoC, various architectures of power delivery systems are optimized for power efficiency under constraints of output stability, area, etc. Simulation results show that the hybrid architecture, consisting of both on-chip and off-chip converters, achieves 1.0% power efficiency improvement and 66.4% area reduction of converters, compared to the conventional design. We conclude the hybrid architecture has potential for efficient dynamic voltage scaling, small area, and the adaptability of the change of power delivery network parasitic, but careful account for the overhead of on-chip converters is needed. Xuan Wang 0001, Jiang Xu 0001, Zhe Wang 0003, Kevin J. Chen, Xiaowen Wu, Zhehui Wang, Peng Yang 0003, Luan H. K. Duong |
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. | 5 |
| 2015 | Fat-Tree-Based Optical Interconnection Networks Under Crosstalk Noise ConstraintabstractOptical networks-on-chip (ONoCs) have shown the potential to be substituted for electronic networks-on-chip (NoCs) to bring substantially higher bandwidth and more efficient power consumption in both on- and off-chip communication. However, basic optical devices, which are the key components in constructing ONoCs, experience inevitable crosstalk noise and power loss; the crosstalk noise from the basic devices accumulates in large-scale ONoCs and considerably hurts the signal-to-noise ratio (SNR) as well as restricts the network scalability. For the first time, this paper presents a formal system-level analytical approach to analyze the worst-case crosstalk noise and SNR in arbitrary fat-tree-based ONoCs. The analyses are performed hierarchically at the basic optical device level, then at the optical router level, and finally at the network level. A general 4$\,\times\,$4 optical router model is considered to enable the proposed method to be adaptable to fat-tree-based ONoCs using an arbitrary 4$\,\times\,$4 optical router. Utilizing the proposed general router model, the worst-case SNR link candidates in the network are determined. Moreover, we apply the proposed analyses to a case study of fat-tree-based ONoCs using an optical turnaround router (OTAR). Quantitative simulation results indicate low values of SNR and scalability constraints in large scale fat-tree-based ONoCs, which is due to the high power of crosstalk noise and power loss. For instance, in fat-tree-based ONoCs using the OTAR, when the injection laser power equals 0 dBm, the crosstalk noise power is higher than the signal power when the number of processor cores exceeds 128; when it is equal to 256, the signal power, crosstalk noise power, and SNR are${-}{17.3}$,${-}{11.9}$, and${-}{\rm 5.5}~{\rm dB}$, respectively. Mahdi Nikdast, Jiang Xu 0001, Luan H. K. Duong, Xiaowen Wu, Zhehui Wang, Xuan Wang 0001, Zhe Wang 0003 |
IEEE Trans. Very Large Scale Integr. Syst. | 4 |
| 2015 | Crosstalk Noise in WDM-Based Optical Networks-on-Chip: A Formal Study and ComparisonabstractOptical networks-on-chip (ONoCs) using wavelength-division multiplexing (WDM) technology have progressively attracted more and more attention for their use in tackling the high-power consumption and low bandwidth issues in growing metallic interconnection networks in multiprocessor systems-on-chip. However, the basic optical devices employed to construct WDM-based ONoCs are imperfect and suffer from inevitable power loss and crosstalk noise. Furthermore, when employing WDM, optical signals of various wavelengths can interfere with each other through different optical switching elements within the network, creating crosstalk noise. As a result, the crosstalk noise in large-scale WDM-based ONoCs accumulates and causes severe performance degradation, restricts the network scalability, and considerably attenuates the signal-to-noise ratio (SNR). In this paper, we systematically study and compare the worst case as well as the average crosstalk noise and SNR in three well-known optical interconnect architectures, mesh-based, folded-torus-based, and fat-tree-based ONoCs using WDM. The analytical models for the worst case and the average crosstalk noise and SNR in the different architectures are presented. Furthermore, the proposed analytical models are integrated into a newly developed crosstalk noise and loss analysis platform (CLAP) to analyze the crosstalk noise and SNR in WDM-based ONoCs of any network size using an arbitrary optical router. Utilizing CLAP, we compare the worst case as well as the average crosstalk noise and SNR in different WDM-based ONoC architectures. Furthermore, we indicate how the SNR changes in respect to variations in the number of optical wavelengths in use, the free-spectral range, and the microresonators$\boldsymbol {Q}$factor. The analyses’ results demonstrate that the crosstalk noise is of critical concern to WDM-based ONoCs: in the worst case, the crosstalk noise power exceeds the signal power in all three WDM-based ONoC architectures, even when the number of processor cores is small, e.g., 64. Mahdi Nikdast, Jiang Xu 0001, Luan H. K. Duong, Xiaowen Wu, Xuan Wang 0001, Zhehui Wang, Zhe Wang 0003, Peng Yang 0003, Yaoyao Ye, Qinfen Hao |
IEEE Trans. Very Large Scale Integr. Syst. | 4 |
| 2015 | Actively Alleviate Power Gating-Induced Power/Ground Noise Using Parasitic Capacitance of On-Chip Memories in MPSoCabstractBy integrating multiple processing units (PUs) and memories on a single chip, multiprocessor system-on-chip (MPSoC) can provide higher performance per energy and lower cost per function to applications with growing complexity. On the other hand, shrinking feature sizes and reducing power supply voltages also make MPSoCs more susceptible to various reliability threats, such as power/ground (P/G) noises. Power gating is an effective technique to minimize leakage power. However, it also introduces significant P/G noises in MPSoCs. With significant area, power and performance overheads, traditional methods rely on reinforced circuits or fixed protection strategies to reduce P/G noises caused by power gating. In this paper, we propose a systematic approach to actively alleviating P/G noises using the parasitic capacitance of on-chip memories through sensor network on-chip (SENoC). We use the parasitic capacitance of on-chip memories as dynamic decoupling capacitance to suppress P/G noises and develop a detailed HSPICE model for related study. SENoC is developed to not only monitor and report P/G noises, but also coordinate PUs and memories to alleviate such transient threats at run time. Extensive evaluations show that compared with traditional method, our approach saves 12.6%–62.8% energy consumption and achieves 14.3%–69.8% performance improvement for different applications and MPSoCs with different scales. We implement the circuit details of our approach and show its low area and energy consumption overheads. Xuan Wang 0001, Jiang Xu 0001, Wei Zhang 0012, Xiaowen Wu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Zhe Wang 0003 |
IEEE Trans. Very Large Scale Integr. Syst. | 4 |
| 2015 | An Inter/Intra-Chip Optical Network for Manycore ProcessorsabstractManycore processor system is becoming an attractive platform for applications seeking both high performance and high energy efficiency. However, huge communication demands among cores, large power density, and low process yield will be three significant limitations for the scalability of future manycore processors. Breaking a large chip into multiple smaller ones can alleviate the problems of power density and yield, but would worsen the problem of communication efficiency due to the limited off-chip bandwidth. In response, we propose an inter/intra-chip optical network, which will not only fulfill the intra-chip communication requirements but also address the inter-chip communication, by exploiting the advantages of optical links with high bandwidth and energy efficiency. The network is composed of an inter-chip subnetwork and multiple intra-chip subnetworks, and the subnetworks closely coordinate with each other to balance the traffic. The proposed network effectively explores the distinctive properties of optical signals and photonic devices, and dynamically partitions each data channel into multiple sections. Each section can be utilized independently to boost performance as well as reduce energy consumption. Simulation results show that our network can achieve higher throughput with lower power consumption than alternative designs under most of synthetic traffics and real applications. Xiaowen Wu, Jiang Xu 0001, Yaoyao Ye, Xuan Wang 0001, Mahdi Nikdast, Zhehui Wang, Zhe Wang 0003 |
IEEE Trans. Very Large Scale Integr. Syst. | 1 |
| 2014 | Characterizing power delivery systems with on/off-chip voltage regulators for many-core processorsabstractDesign of power delivery system has great influence on the power management in many-core processor systems. Moving voltage regulators from off-chip to on-chip gains more and more interest in the power delivery system design, because it is able to provide fast voltage scaling and multiple power domains. Previous works are proposed to implement power efficient on-chip regulators. It is also important to analyze the characteristics of the entire power delivery system to explore the tradeoff between the promising properties and costs of employing on-chip regulators. In this work, we develop an analytical model to evaluate important characteristics of the power delivery system, including on-chip/off-chip voltage regulators and the passive on-chip/on-board parasitic. Compared with SPICE simulations, our model achieves a fast system-level evaluation with comparable accuracy. Based on the model, geometric programming is utilized to find the optimal power efficiency of different architectures of power delivery systems under constraints of output voltage stability and area. Experiments show that compared with the conventional architecture using off-chip regulators, the hybrid one using both on-chip and off-chip voltage regulators achieves 1.0% power efficiency improvement and 68% area reduction of voltage regulators on average. We conclude that the hybrid architecture has potential for high power efficiency and small area at heavy workload, but careful account for the overhead of on-chip regulators is needed. Xuan Wang 0001, Jiang Xu 0001, Zhe Wang 0003, Kevin J. Chen, Xiaowen Wu, Zhehui Wang |
DATE | 5 |
| 2014 | CLAP: a crosstalk and loss analysis platform for optical interconnectsabstractBasic photonic devices in inter- and intra-chip optical networks suffer from inevitable power loss and crosstalk noise. Incoherent crosstalk introduces quick power fluctuations, while coherent crosstalk varies the optical power of the optical signal in optical interconnection networks (OINs). As a result, the accumulative crosstalk in large scale OINs considerably hurts the signal-to-noise ratio (SNR) and imposes high power penalties. In this work, we aim at studying the worst-case incoherent and coherent crosstalk in OINs at the system level. The proposed analytical models are integrated into a newly developed crosstalk and loss analysis platform, called CLAP, to facilitate the SNR analyses in arbitrary OINs. Mahdi Nikdast, Luan H. K. Duong, Jiang Xu 0001, Sébastien Le Beux, Xiaowen Wu, Zhehui Wang, Peng Yang 0003, Yaoyao Ye |
NOCS | 5 |
| 2014 | On-chip sensor networks for soft-error tolerant real-time multiprocessor systems-on-chipabstractAs transistor density continues to increase with the advent of nanotechnology, reliability issues raised by the more frequent appearance of soft errors are becoming critical for future embedded multiprocessor systems design. State-of-the-art techniques for soft error protections targeting multiprocessor systems result either high chip cost and area overhead or high performance degradation and energy consumption, and do not fulfill the increasing requirements for high performance and dependability. In this article we present a systematic approach, that is, the Sensor Networks-on-Chip (SENoC), to collaboratively and efficiently manage on-chip applications and overcome reliability threats to Multiprocessor Systems-on-Chip (MPSoC). A hardware-software collaborative approach is proposed to solve soft error problems: a hardware-based on-chip sensor network is built for soft error detection, and a software-based recovery mechanism is applied for soft error correction. A two-step scheduling scheme is presented for reliable application and chip management, combining an off-line static optimization stage for application performance maximization and an online lightweight dynamic adjustment stage to handle runtime variations and exceptions. This strategy introduces only trivial overhead on hardware design and much lower overhead on software control and execution, and hence performance degradation and energy consumption is greatly reduced. We build a cycle-accurate simulator using SystemC, and verify the effectiveness of our technique by comparing performance with related techniques on several real-world applications. Weichen Liu 0001, Xuan Wang 0001, Jiang Xu 0001, Wei Zhang 0012, Yaoyao Ye, Xiaowen Wu, Mahdi Nikdast, Zhehui Wang |
ACM J. Emerg. Technol. Comput. Syst. | 6 |
| 2014 | SUOR: Sectioned Undirectional Optical Ring for Chip MultiprocessorabstractChip multiprocessor (CMP) is becoming an attractive platform for applications seeking both high performance and high energy efficiency. In large-scale CMPs, the communication efficiency among cores is crucial for the overall system performance and energy consumption. In this article, we propose a ring-based optical network-on-chip, called SUOR, to fulfill the communication requirement of CMPs. SUOR effectively explores the distinctive properties of optical signals and photonic devices, and dynamically partitions each data channel into multiple sections. Each section can be utilized independently to boost performance as well as reduce energy consumption. We develop a set of distributed control protocols and algorithms for SUOR, but physically allocate the corresponding cluster agents close to each other to benefit from the strengths of optical interconnects at long distances as well as electrical interconnects at short distances. Simulation results show that SUOR outperforms the alternative optical networks under a wide range of traffic patterns. For example, compared with MWSR design, SUOR achieves 2.58× throughput as well as saves 64% energy consumption on average in a 256-core CMP. Compared with MWMR design, SUOR achieves 1.52× throughput and reduces 73% energy consumption on average. Xiaowen Wu, Jiang Xu 0001, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Xuan Wang 0001 |
ACM J. Emerg. Technol. Comput. Syst. | 1 |
| 2014 | Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip MultiprocessorsabstractChip multiprocessor (CMP) is becoming increasingly popular in the processor industry. Efficient network-on-chip (NoC) that has similar performance to the processor cores is important in CMP design. Fat-tree-based on-chip network has many advantages over traditional mesh or torus-based networks in terms of throughput, power efficiency, and latency. It has a bright future in the development of CMP. However, the floorplan design of the fat-tree-based NoC is very challenging because of the complexity of topology. There are a large number of crossings and long interconnects, which cause severe performance degradation in the network. In electronic NoCs, the parasitic capacitance and inductance will be significant. In optical ones, large crosstalk noise and power loss will be introduced. The novel contribution of this paper is to propose a method to optimize the fat-tree floorplan, which can effectively reduce the number of crossings and minimize the interconnect length. Two types of floorplans are proposed, which could be applied to fat-tree-based networks of arbitrary size. Compared with the traditional one, our floorplans could reduce more than 87% of the crossings. Since the traversal distance for signals is related to the aspect ratio of the processor cores, we also present a method to calculate the optimum aspect ratio of the processor cores to minimize the traversal distance. Zhehui Wang, Jiang Xu 0001, Xiaowen Wu, Yaoyao Ye, Wei Zhang 0012, Mahdi Nikdast, Xuan Wang 0001, Zhe Wang 0003 |
IEEE Trans. Computers | 3 |
| 2014 | Systematic Analysis of Crosstalk Noise in Folded-Torus-Based Optical Networks-on-ChipabstractPhotonic devices are widely used in optical networks-on-chip (ONoCs) and suffer from crosstalk noise. The accumulative crosstalk noise in large scale ONoCs diminishes the signal-to-noise ratio (SNR), causes severe performance degradation, and constrains the network scalability. For the first time, this paper systematically analyzes and models the worst-case crosstalk noise and SNR in folded-torus-based ONoCs. Formal analytical models for the worst-case crosstalk noise and SNR are presented. The crosstalk noise analysis is hierarchically performed at the basic photonic device level, then at the optical router level, and finally at the network level. We consider a general 5$\,\times\,$5 optical router model to enable crosstalk noise and SNR analyses in folded-torus-based ONoCs using an arbitrary 5$\,\times\,$5 optical router. Using the general optical router model, the worst-case SNR link candidates, which restrict the network scalability, are found. Also, we present a novel crosstalk noise and loss analysis platform, called CLAP, which can analyze the crosstalk noise and SNR of arbitrary ONoCs. Case studies of optimized crossbar and Crux optical routers using recent photonic device parameters are presented. Moreover, we compare the worst-case crosstalk noise and SNR in folded-torus-based and mesh-based ONoCs using optimized crossbar and Crux optical routers. The quantitative simulation results show the critical behavior of crosstalk noise in large scale ONoCs. For example, in folded-torus-based ONoCs using the Crux optical router, the noise power exceeds the signal power for network sizes larger than 12$\,\times\,$12; when the network size is 20$\,\times\,$20 and the injection signal power equals 0 dBm, the signal power and noise power are${-}{\rm 9.4}~{\rm dBm}$and${-}{\rm 6.1}~{\rm dBm}$, respectively. Mahdi Nikdast, Jiang Xu 0001, Xiaowen Wu, Wei Zhang 0012, Yaoyao Ye, Xuan Wang 0001, Zhehui Wang, Zhe Wang 0003 |
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. | 3 |
| 2014 | System-Level Modeling and Analysis of Thermal Effects in WDM-Based Optical Networks-on-ChipabstractMultiprocessor systems-on-chip show a trend toward integration of tens and hundreds of processor cores on a single chip. With the development of silicon photonics for short-haul optical communication, wavelength division multiplexing (WDM)-based optical networks-on-chip (ONoCs) are emerging on-chip communication architectures that can potentially offer high bandwidth and power efficiency. Thermal sensitivity of photonic devices is one of the main concerns about the on-chip optical interconnects. We systematically modeled thermal effects in optical links in WDM-based ONoCs. Based on the proposed thermal models, we developed OTemp, an optical thermal effect modeling platform for optical links in both WDM-based ONoCs and single-wavelength ONoCs. OTemp can be used to simulate the power consumption as well as optical power loss for optical links under temperature variations. We use case studies to quantitatively analyze the worst-case power consumption for one wavelength in an eight-wavelength WDM-based optical link under different configurations of low-temperature-dependence techniques. Results show that the worst-case power consumption increases dramatically with on-chip temperature variations. Thermal-based adjustment and optimal device settings can help reduce power consumption under temperature variations. Assume that off-chip vertical-cavity surface-emitting lasers are used as the laser source with WDM channel spacing of 1 nm, if we use thermal-based adjustment with guard rings for channel remapping, the worst-case total power consumption is 6.7 pJ/bit under the maximum temperature variation of 60 °C; larger channel spacing would result in a larger worst-case power consumption in this case. If we use thermal-based adjustment without channel remapping, the worst-case total power consumption is around 9.8 pJ/bit under the maximum temperature variation of 60 °C; in this case, the worst-case power consumption would benefit from a larger channel spacing. Yaoyao Ye, Zhehui Wang, Peng Yang 0003, Jiang Xu 0001, Xiaowen Wu, Xuan Wang 0001, Mahdi Nikdast, Zhe Wang 0003, Luan H. K. Duong |
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. | 5 |
| 2014 | UNION: A Unified Inter/Intrachip Optical Network for Chip MultiprocessorsabstractAs modern computing systems become increasingly complex, communication efficiency among and inside chips has become as important as the computation speeds of individual processing cores. Traditionally, to maximize design flexibility, interchip and intrachip communication architectures are separately designed under different constraints. Jointly designing communication architectures for both interchip and intrachip communication could, however, potentially yield better solutions. In this paper, we present a unified inter/intrachip optical network, called UNION, for chip multiprocessors (CMPs). UNION is based on recent progresses in nanophotonic technologies. It connects not only cores on a single CMP, but also multiple CMPs in a system. UNION employs a hierarchical optical network to separate interchip communication traffic from intrachip communication traffic. It fully utilizes a single optical network to transmit both payload and control packets. The network controller on each CMP not only manages intrachip communications, but also collaborates with each other to facilitate interchip communications. We compared UNION with a matched electrical counterpart in 45-nm process. Simulation results for eight real CMP applications show that on average UNION improves CMP performance by 3× while reducing 88% of network energy consumption. Xiaowen Wu, Yaoyao Ye, Jiang Xu 0001, Wei Zhang 0012, Weichen Liu 0001, Mahdi Nikdast, Xuan Wang 0001 |
IEEE Trans. Very Large Scale Integr. Syst. | 1 |
| 2013 | Active power-gating-induced power/ground noise alleviation using parasitic capacitance of on-chip memoriesabstractBy integrating multiple processing units and memories on a single chip, multiprocessor system-on-chip (MPSoC) can provide higher performance per energy and lower cost per function to applications with growing complexity. In order to maintain the power budget, power gating technique is widely used to reduce the leakage power. However, it will introduce significant power/ground (P/G) noises, and threat the reliability of MPSoCs. With significant area, power and performance overheads, traditional methods rely on reinforced circuits or fixed protection strategies to reduce P/G noises caused by power gating. In this paper, we propose a systematic approach to actively alleviating P/G noises using the parasitic capacitance of on-chip memories through sensor network on-chip (SENoC). We utilize the parasitic capacitance of on-chip memories as dynamic decoupling capacitance to suppress P/G noises and develop a detailed Hspice model for related study. SENoC is developed to not only monitor and report P/G noises but also coordinate processing units and memories to alleviate such transient threats at run time. Extensive evaluations show that compared with traditional methods, our approach saves 11.7% to 62.2% energy consumption and achieves 13.3% to 69.3% performance improvement for different applications and MPSoCs with different scales. We implement the circuit details of our approach and show its low area and energy consumption overheads. Xuan Wang 0001, Jiang Xu 0001, Wei Zhang 0012, Xiaowen Wu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Zhe Wang 0003 |
DATE | 4 |
| 2013 | System-level analysis of mesh-based hybrid optical-electronic network-on-chipabstractNetwork-on-chip (NoC) can improve the performance, power efficiency, and scalability of multiprocessor system-on-chip (MPSoC). Optical NoCs, which are based on CMOS-compatible optical waveguides and microresonators, have significant bandwidth and power advantages over metallic interconnects. We propose a low-cost mesh-based hybrid optical-electronic NoC, HOME, with non-blocking 5×5, 4×4 and 3×3 optical switching fabrics. We systematically analyzed the key characteristics of HOME for a 64-core MPSoC in 45nm under different traffic conditions. Besides, we quantitatively analyzed the thermal effects in the 64-core HOME under temperature variations. Yaoyao Ye, Xiaowen Wu, Jiang Xu 0001, Mahdi Nikdast, Zhehui Wang, Xuan Wang 0001, Zhe Wang 0003 |
ISCAS | 2 |
| 2013 | 3-D Mesh-Based Optical Network-on-Chip for Multiprocessor System-on-ChipabstractOptical networks-on-chip (ONoCs) are emerging communication architectures that can potentially offer ultrahigh communication bandwidth and low latency to multiprocessor systems-on-chip (MPSoCs). In addition to ONoC architectures, 3-D integrated technologies offer an opportunity to continue performance improvements with higher integration densities. In this paper, we present a 3-D mesh-based ONoC for MPSoCs, and new low-cost nonblocking 4$\,\times\,$4, 5$\,\times\,$5, 6$\,\times\,$6, and 7$\,\times\,$7 optical routers for dimension-order routing in the 3-D mesh-based ONoC. Besides, we propose an optimized floorplan for the 3-D mesh-based ONoC. The floorplan follows the regular 3-D mesh topology but implements all optical routers in a single optical layer. The floorplan is optimized to minimize the number of extra waveguide crossings caused when merging the 3-D ONoC to one optical layer. Based on a set of real applications and uniform traffic pattern, we develop a SystemC-based cycle-accurate NoC simulator and compare the 3-D mesh-based ONoC with the matched 2-D mesh-based ONoC and 2-D electronic NoC for performance and energy efficiency. Additionally, we quantitatively analyze thermal effects on the 3-D 8$\,\times\,$8$\,\times\,$2 mesh-based ONoC. Yaoyao Ye, Jiang Xu 0001, Baihan Huang, Xiaowen Wu, Wei Zhang 0012, Xuan Wang 0001, Mahdi Nikdast, Zhehui Wang, Weichen Liu 0001, Zhe Wang 0003 |
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. | 4 |
| 2013 | Formal Worst-Case Analysis of Crosstalk Noise in Mesh-Based Optical Networks-on-ChipabstractCrosstalk noise is an intrinsic characteristic as well as a potential issue of photonic devices. In large scale optical networks-on-chips (ONoCs), crosstalk noise could cause severe performance degradation and prevent ONoC from communicating properly. The novel contribution of this paper is the systematical modeling and analysis of the crosstalk noise and the signal-to-noise ratio (SNR) of optical routers and mesh-based ONoCs using a formal method. Formal analytical models for the worst-case crosstalk noise and minimum SNR in mesh-based ONoCs are presented. The crosstalk analysis is performed at device, router, and network levels. A general 5$\,\times\,$5 optical router model is proposed for router level analysis. The minimum SNR optical link candidates, which constrain the scalability of mesh-based ONoCs, are identified. It is also shown that symmetric mesh-based ONoCs have the best SNR performance. The presented formal analyses can be easily applied to other optical routers and mesh-based ONoCs. Finally, we present case studies of mesh-based ONoCs using the optimized crossbar and Crux optical routers to evaluate the proposed formal method. We find that crosstalk noise can significantly limit the scalability of mesh-based ONoCs. For example, when the mesh-based ONoC size, using optimized crossbar, is larger than 8$\,\times\,$8, the optical signal power is smaller than the crosstalk noise power; when the network size is 16$\,\times\,$16 and the input power is 0 dBm, in the worst-case, the signal power is${-}{\rm 24.9}~{\rm dBm}$and the crosstalk noise power is${-}{\rm 11}~{\rm dBm}$. Yiyuan Xie, Mahdi Nikdast, Jiang Xu 0001, Xiaowen Wu, Wei Zhang 0012, Yaoyao Ye, Xuan Wang 0001, Zhehui Wang, Weichen Liu 0001 |
IEEE Trans. Very Large Scale Integr. Syst. | 4 |
| 2013 | System-Level Modeling and Analysis of Thermal Effects in Optical Networks-on-ChipabstractThe performance of multiprocessor systems, such as chip multiprocessors (CMPs), is determined not only by individual processor performance, but also by how efficiently the processors collaborate with one another. It is the communication architecture that determines the collaboration efficiency on the hardware side. Optical networks-on-chip (ONoCs) are emerging communication architectures that can potentially offer ultra-high communication bandwidth and low latency to multiprocessor systems. Thermal sensitivity is an intrinsic characteristic of photonic devices used by ONoCs as well as a potential issue. This paper systematically modeled and quantitatively analyzed the thermal effects in ONoCs. We used an 8$\times$8 mesh-based ONoC as a case study and evaluated the impacts of thermal effects in the average power efficiency for real MPSoC applications. We revealed three important factors regarding ONoC power efficiency under temperature variations, and proposed several techniques to reduce the temperature sensitivity of ONoCs. These techniques include the optimal initial setting of microresonator resonant wavelength, increasing the 3-dB bandwidth of optical switching elements by parallel coupling multiple microresonators, and the use of passive-routing optical router Crux to minimize the number of switching stages in mesh-based ONoCs. We gave a mathematical analysis of periodically parallel coupling of multiple microresonators and show that the 3-dB bandwidth of optical switching elements can be widened nearly linearly with the ring number. Evaluation results for different real MPSoC applications show that, on the basis of thermal tuning, the optimal device setting improves the average power efficiency by 54% to 1.2 pJ/bit when chip temperature reaches 85$^{\circ}$C. The findings in this paper can help support the further development of this emerging technology. Yaoyao Ye, Jiang Xu 0001, Xiaowen Wu, Wei Zhang 0012, Xuan Wang 0001, Mahdi Nikdast, Zhehui Wang, Weichen Liu 0001 |
IEEE Trans. Very Large Scale Integr. Syst. | 3 |
| 2012 | A Torus-Based Hierarchical Optical-Electronic Network-on-Chip for Multiprocessor System-on-ChipabstractNetworks-on-chip (NoCs) are emerging as a key on-chip communication architecture for multiprocessor systems-on-chip (MPSoCs). Optical communication technologies are introduced to NoCs in order to empower ultra-high bandwidth with low power consumption. However, in existing optical NoCs, communication locality is poorly supported, and the importance of floorplanning is overlooked. These significantly limit the power efficiency and performance of optical NoCs. In this work, we address these issues and propose a torus-based hierarchical hybrid optical-electronic NoC, called THOE. THOE takes advantage of both electrical and optical routers and interconnects in a hierarchical manner. It employs several new techniques including floorplan optimization, an adaptive power control mechanism, low-latency control protocols, and hybrid optical-electrical routers with a low-power optical switching fabric. Both of the unfolded and folded torus topologies are explored for THOE. Based on a set of real MPSoC applications, we compared THOE with a typical torus-based optical NoC as well as a torus-based electronic NoC in 45nm on a 256-core MPSoC, using a SystemC-based cycle-accurate NoC simulator. Compared with the matched electronic torus-based NoC, THOE achieves 2.46X performance and 1.51X network switching capacity utilization, with 84% less energy consumption. Compared with the optical torus-based NoC, THOE achieves 4.71X performance and 3.05X network switching capacity utilization, while reducing 99% of energy consumption. Besides real MPSoC applications, a uniform traffic pattern is also used to show the average packet delay and network throughput of THOE. Regarding hardware cost, THOE reduces 75% of laser sources and half of optical receivers compared with the optical torus-based NoC. Yaoyao Ye, Jiang Xu 0001, Xiaowen Wu, Wei Zhang 0012, Weichen Liu 0001, Mahdi Nikdast |
ACM J. Emerg. Technol. Comput. Syst. | 3 |
| 2011 | Satisfiability Modulo Graph Theory for Task Mapping and Scheduling on Multiprocessor SystemsabstractTask graph scheduling on multiprocessor systems is a representative multiprocessor scheduling problem. A solution to this problem consists of the mapping of tasks to processors and the scheduling of tasks on each processor. Optimal solution can be obtained by exploring the entire design space of all possible mapping and scheduling choices. Since the problem is NP-hard, scalability becomes the main concern in solving the problem optimally. In this paper, a SAT-based optimization framework is proposed to address this problem, in which SAT solver is enhanced by integrating with a scheduling analysis tool in a branch and bound manner to prune the solution space efficiently. Performance evaluation results show that our technique has average performance improvement in more than an order of magnitude compared to state-of-the-art techniques. We further build a cycle-accurate network-on-chip simulator based on SystemC to verify the effectiveness of the proposed technique on realistic multiprocessor systems. Weichen Liu 0001, Zonghua Gu 0001, Jiang Xu 0001, Xiaowen Wu, Yaoyao Ye |
IEEE Trans. Parallel Distributed Syst. | 4 |
| 2010 | Crosstalk noise and bit error rate analysis for optical network-on-chipabstractCrosstalk noise is an intrinsic characteristic of photonic devices used by optical networks-on-chip (ONoCs) as well as a potential issue. For the first time, this paper analyzed and modeled the crosstalk noise, signal-to-noise ratio (SNR), and bit error rate (BER) of optical routers and ONoCs. The analytical models for crosstalk noise, minimum SNR, and maximum BER in meshbased ONoCs are presented. An automated crosstalk analyzer for optical routers is developed. We find that crosstalk noise significantly limits the scalability of ONoCs. For example, due to crosstalk noise, the maximum BER is 10-3 on the 8x8 mesh-based ONoC using an optimized crossbar-based optical router. To achieve the BER of 10-9 for reliable transmissions, the maximum ONoC size is 6x6. A novel compact high-SNR optical router is proposed to improve the maximum ONoC size to 8x8. Yiyuan Xie, Mahdi Nikdast, Jiang Xu 0001, Wei Zhang 0012, Qi Li 0013, Xiaowen Wu, Yaoyao Ye, Xuan Wang 0001, Weichen Liu 0001 |
DAC | 6 |
| 1997 | Clock Recovery for CBR Traffic in Wireless ATM NetworksabstractIn order to support multimedia in the wireless networks, the ATM technology will be adopted. CBR traffic should also be supported, and then the clock recovery for CBR traffic is one of the key techniques in wireless ATM networks. Due to the absence of a common network clock, higher cell delay jitter and higher cell loss in wireless network, the new clock recovery technique should be used to deal with the above cases. We propose a new clock recovery technique named asynchronous residual time stamp (ARTS). The ARTS is similar to SRTS used in B-ISDN/ATM networks, but the reference clock in ARTS is independent of the source and the destination. In addition, the pulse positive/negative stuffing technique is used to improve the performance of ARTS, and an ARTS first-in-first-out (FIFO) buffer is implemented to absorb the ARTS delay jitter at the destination. On the other hand, the difference regularity of the previously received ARTSs is used to estimate and then compensate the loss of the ARTSs. Analysis and simulation results indicate that the proposed clock recovery technique for CBR traffic is adequate for wireless ATM networks, and is compatible with that of B-ISDN/ATM networks. Xiaowen Wu, Shiqi Wu, Hairong Sun, Lemin Li |
ICC (1) | 1 |
| 1997 | Dynamic Slot Allocation Multiple Access Protocol for Wireless ATM NetworksabstractIn this paper, a novel multiple access scheme named DSAMA protocol is proposed for wireless ATM networks. DSAMA is the combination of reservation multiple access protocol and dynamic slot allocation algorithm. The orthogonal code is used for reservation in the DSAMA system. Hence, the packet collisions are prevented while several packets apply for reservation slot simultaneously. In addition, due to bandwidth limitation, the dynamic slot allocation algorithm with bound variable for bursty traffic is also proposed in this paper, so that the QoS of multimedia traffic is guaranteed in wireless ATM networks. A computer simulation is utilized to validate the DSAMA protocol. From the analysis and simulation results, we know that the slot utilization in the DSAMA system is higher than that of the other well-known integrated services multiple access (e.g., PRMA, PRMA++). Furthermore, the performance of bursty traffic in the DSAMA system outperforms the case without dynamic slot allocation. We are sure that DSAMA protocol is a competitive candidate to be adopted in the wireless ATM networks. Xiaowen Wu, Shiqi Wu, Hairong Sun, Lemin Li |
ICC (3) | 1 |