Mario Pickavet
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Mario Pickavet has a total of 509 co-authors. Here are the top co-authors by number of shared publications:
- Didier Colle
Ghent University, Ghent, Belgium
240 shared publications Piet Demeester
Univ Ghent, Ghent, Belgium
116 shared publications- Bart Lannoo
Ghent University-iMinds, Ghent, Belgium
58 shared publications P. Demeester
Ghent University, IBCN-IBBT, INTEC
45 shared publicationsWouter Tavernier
IDLab, the Department of Information Technology, Ghent University - imec, Ghent, Belgium
29 shared publicationsSofie Verbrugge
Ghent University - iMinds
28 shared publications
Latest Publications
- 1 October 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Journal of Lightwave Technology
- Vol. 44 (20) , 8858-8869
Fast Filter Synthesis and Placement for Programmable Photonics
- 1 October 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Journal of Lightwave Technology
- Vol. 44 (20) , 8858-8869
Fast Filter Synthesis and Placement for Programmable Photonics
- 17 August 2026
- Published by Springer Nature in Journal of Real-Time Image Processing
- Vol. 23 (5) , 161
Modeling throughput and power consumption for real-time concurrent vision application deployments on edge
- 17 August 2026
- Published by Springer Nature in Journal of Real-Time Image Processing
- Vol. 23 (5) , 161
Modeling throughput and power consumption for real-time concurrent vision application deployments on edge
- 20 July 2026
- Published by Springer Nature in Computing
- Vol. 108 (8) , 122
Quantifying randomness in complex graph sets using pairwise graph distances
- 20 July 2026
- Published by Springer Nature in Computing
- Vol. 108 (8) , 122
Quantifying randomness in complex graph sets using pairwise graph distances
- Open Access
- 8 September 2025
- Published by Association for Computing Machinery (ACM)
- p. 74-80
Quantifying the Impact of Job Placement and Routing on Network Efficiency in AI Clusters
- 8 September 2025
- Published by Association for Computing Machinery (ACM)
- p. 74-80
Open AccessQuantifying the Impact of Job Placement and Routing on Network Efficiency in AI Clusters
- 6 February 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Journal of Lightwave Technology
- Vol. 43 (10) , 4881-4894
A Zero-Crossing Optical Waveguide Routing Method
Photonic Network on Wafer (PNoW) for multi-chip computing systems is a promising solution for providing high inter-chip bandwidth while maintaining low energy consumption. This paper introduces a novel approach for routing optical waveguides in PNoWs on a 2-dimensional wafer plane, eliminating the need for any waveguide crossings. Our proposed method guarantees zero optical waveguide crossings, therefore high signal-to-noise ratio (SNR) and low signal loss in the photonics circuits. Notably, our proposed routing method is applicable to PNoWs with significantly higher inter-chip bandwidth, surpassing current commercial products by one magnitude. In contrast, we demonstrate that classical routing heuristics that allow waveguide crossings might result in a substantial degradation in terms of signal qualities, which is evaluated with certain approximations in this work. Furthermore, our grid-less routing method imposes minimal computational requirements, offering an efficient and practical solution for the implementation of high-performance PNoWs.
- 6 February 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Journal of Lightwave Technology
- Vol. 43 (10) , 4881-4894
A Zero-Crossing Optical Waveguide Routing Method
Photonic Network on Wafer (PNoW) for multi-chip computing systems is a promising solution for providing high inter-chip bandwidth while maintaining low energy consumption. This paper introduces a novel approach for routing optical waveguides in PNoWs on a 2-dimensional wafer plane, eliminating the need for any waveguide crossings. Our proposed method guarantees zero optical waveguide crossings, therefore high signal-to-noise ratio (SNR) and low signal loss in the photonics circuits. Notably, our proposed routing method is applicable to PNoWs with significantly higher inter-chip bandwidth, surpassing current commercial products by one magnitude. In contrast, we demonstrate that classical routing heuristics that allow waveguide crossings might result in a substantial degradation in terms of signal qualities, which is evaluated with certain approximations in this work. Furthermore, our grid-less routing method imposes minimal computational requirements, offering an efficient and practical solution for the implementation of high-performance PNoWs.
- 21 November 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Journal of Lightwave Technology
- Vol. 43 (6) , 2518-2527
A Novel Connection-Based Multicasting Router for Programmable Photonic Circuits
In the rapidly evolving domain of Photonic Integrated Circuits, reconfigurability is making strides through tunable waveguide elements, facilitating ‘general-purpose’ programmable waveguide grids. Routing in modern programmable photonic networks is challenging due to the numerous possibilities that exist for assigning photonic circuits in the grid. Especially the necessary scaling to devices with many more photonic elements calls for more advanced routing heuristics. We can leverage on the existing routers for electronic reconfigurable systems (FPGAs), such as the PathFinder. However, it is crucial to connect network elements while adhering to optical signals' physical restrictions. This complexity requires careful planning for smooth, error-free connections in the network infrastructure. This paper proposes a novel algorithm addressing routing challenges in programmable photonic circuits, specifically multicasting (single-source-multiple-sink) scenarios. Efficiently conserving the overall utilized routing resources stands as a crucial objective in programmable photonics routing. Our algorithm adeptly tackles multicasting routing problems with a particular focus on shortest pathlength multicasting routing. In contrast to the PathFinder, our algorithm demonstrates notable performance in optimization speed and the utilization of routing resources.
- 21 November 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Journal of Lightwave Technology
- Vol. 43 (6) , 2518-2527
A Novel Connection-Based Multicasting Router for Programmable Photonic Circuits
In the rapidly evolving domain of Photonic Integrated Circuits, reconfigurability is making strides through tunable waveguide elements, facilitating ‘general-purpose’ programmable waveguide grids. Routing in modern programmable photonic networks is challenging due to the numerous possibilities that exist for assigning photonic circuits in the grid. Especially the necessary scaling to devices with many more photonic elements calls for more advanced routing heuristics. We can leverage on the existing routers for electronic reconfigurable systems (FPGAs), such as the PathFinder. However, it is crucial to connect network elements while adhering to optical signals' physical restrictions. This complexity requires careful planning for smooth, error-free connections in the network infrastructure. This paper proposes a novel algorithm addressing routing challenges in programmable photonic circuits, specifically multicasting (single-source-multiple-sink) scenarios. Efficiently conserving the overall utilized routing resources stands as a crucial objective in programmable photonics routing. Our algorithm adeptly tackles multicasting routing problems with a particular focus on shortest pathlength multicasting routing. In contrast to the PathFinder, our algorithm demonstrates notable performance in optimization speed and the utilization of routing resources.
- Open Access
- 27 September 2024
- Published by Springer Nature in Research Square
Multi-timescale Scheme for Cooperative User Association and Hybrid Beamforming in mmWave MIMO Systems
Hybrid beamforming has received significant attention as a solution to the thermal issues, costs, and implementation complexities associated with fully digital mmWave Extremely Large MIMO (XL-MIMO) systems. The Hybrid approach offers a balance between system flexibility and performance. However, even with optimal beamforming techniques, having a large number of User Equipments (UEs), if the data rate is not effectively shared among them, the overall network delay and throughput will remain unsatisfactory. Considering multiple temporal characteristics of an indoor wireless channel, we propose a multi-layer scheme to optimize resource allocation to the UEs in a cooperative multi-Base Station (BS) setup. We studied the performance of different resource allocation techniques to share the bandwidth effectively among UEs, rather than merely maximizing the total downlink bitrate. Our findings indicate that queue length-based allocation strategies yield the lowest delay under different downlink traffics and UE/BS deployment densities. Moreover, instead of serving all UEs simultaneously in each channel block, selectively serving a subset of UEs at each interval significantly enhances network delay and throughput. To further improve resource utilization and overall performance, we introduce an extension called sub-coherence time allocation. This technique considers early downlink queue exhaustion and speculatively calculates multiple digital precoders to be activated sequentially within a channel block. Simulation results demonstrate that this approach improves delay and jitter with minimal computational overhead, achieving a 25\% and 15\% decrease in digital and hybrid modes respectively.
- 27 September 2024
- Published by Springer Nature in Research Square
Open AccessMulti-timescale Scheme for Cooperative User Association and Hybrid Beamforming in mmWave MIMO Systems
Hybrid beamforming has received significant attention as a solution to the thermal issues, costs, and implementation complexities associated with fully digital mmWave Extremely Large MIMO (XL-MIMO) systems. The Hybrid approach offers a balance between system flexibility and performance. However, even with optimal beamforming techniques, having a large number of User Equipments (UEs), if the data rate is not effectively shared among them, the overall network delay and throughput will remain unsatisfactory. Considering multiple temporal characteristics of an indoor wireless channel, we propose a multi-layer scheme to optimize resource allocation to the UEs in a cooperative multi-Base Station (BS) setup. We studied the performance of different resource allocation techniques to share the bandwidth effectively among UEs, rather than merely maximizing the total downlink bitrate. Our findings indicate that queue length-based allocation strategies yield the lowest delay under different downlink traffics and UE/BS deployment densities. Moreover, instead of serving all UEs simultaneously in each channel block, selectively serving a subset of UEs at each interval significantly enhances network delay and throughput. To further improve resource utilization and overall performance, we introduce an extension called sub-coherence time allocation. This technique considers early downlink queue exhaustion and speculatively calculates multiple digital precoders to be activated sequentially within a channel block. Simulation results demonstrate that this approach improves delay and jitter with minimal computational overhead, achieving a 25\% and 15\% decrease in digital and hybrid modes respectively.
- Open Access
- 29 July 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Network and Service Management
- Vol. 21 (5) , 5260-5272
Exploiting Queue Information for Scalable Delay-Constrained Routing in Deterministic Networks
Next-generation Internet will require strict end-to-end delay guarantees to support upcoming latency-sensitive applications. The IEEE 802.1 Time-Sensitive Networking (TSN) standard has become the de-facto solution for Ethernet-based L2 networks to support applications with strict latency, jitter and packet loss requirements. The IETF DetNet Working Group tries to expand on TSN to support real-time applications over larger-scale L3 networks. This paper proposes control and routing strategies that provide latency guarantees in L3 networks without requiring time synchronization among nodes. The proposed strategies include a link-state routing protocol and several exploration-based protocols that exploit queue-level information and network calculus to provide latency guarantees. Additionally, the use of queueing delay budgets enables independence among flows, while enabling fine-grained routing. This allows to make better routing decisions and to support applications with diverse latency requirements. Moreover, traffic shaping is only required at the network ingress. The strategies are evaluated extensively and compared in a simulation environment in multiple large-scale scenarios, considering acceptance rate, network utilization, path dissemination time, control overhead, and memory consumption, as well as how these metrics evolve w.r.t. different network scales. Experimental results demonstrate that representative delay-constrained traffic demands can be accommodated adequately by queue-level link-state routing protocols only in smaller-scale networks. In larger-scale network scenarios, breadth-first exploration-based protocols are required to provide stable performance w.r.t. acceptance rate and path dissemination times at the cost of only linearly increasing control overhead and memory footprint.
- 29 July 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Network and Service Management
- Vol. 21 (5) , 5260-5272
Open AccessExploiting Queue Information for Scalable Delay-Constrained Routing in Deterministic Networks
Next-generation Internet will require strict end-to-end delay guarantees to support upcoming latency-sensitive applications. The IEEE 802.1 Time-Sensitive Networking (TSN) standard has become the de-facto solution for Ethernet-based L2 networks to support applications with strict latency, jitter and packet loss requirements. The IETF DetNet Working Group tries to expand on TSN to support real-time applications over larger-scale L3 networks. This paper proposes control and routing strategies that provide latency guarantees in L3 networks without requiring time synchronization among nodes. The proposed strategies include a link-state routing protocol and several exploration-based protocols that exploit queue-level information and network calculus to provide latency guarantees. Additionally, the use of queueing delay budgets enables independence among flows, while enabling fine-grained routing. This allows to make better routing decisions and to support applications with diverse latency requirements. Moreover, traffic shaping is only required at the network ingress. The strategies are evaluated extensively and compared in a simulation environment in multiple large-scale scenarios, considering acceptance rate, network utilization, path dissemination time, control overhead, and memory consumption, as well as how these metrics evolve w.r.t. different network scales. Experimental results demonstrate that representative delay-constrained traffic demands can be accommodated adequately by queue-level link-state routing protocols only in smaller-scale networks. In larger-scale network scenarios, breadth-first exploration-based protocols are required to provide stable performance w.r.t. acceptance rate and path dissemination times at the cost of only linearly increasing control overhead and memory footprint.
- 26 April 2024
- Published by Springer Nature in OR Spectrum
- Vol. 46 (3) , 953-985
The dynamic stochastic container drayage problem with truck appointment scheduling
- 26 April 2024
- Published by Springer Nature in OR Spectrum
- Vol. 46 (3) , 953-985
The dynamic stochastic container drayage problem with truck appointment scheduling
- 8 December 2023
- Published by Springer Nature in Networks and Spatial Economics
- Vol. 24 (1) , 99-130
Selective Backhauls in Truck Transport with Risk Mitigation: Large Belgian Retailer Case Study
- 8 December 2023
- Published by Springer Nature in Networks and Spatial Economics
- Vol. 24 (1) , 99-130
Selective Backhauls in Truck Transport with Risk Mitigation: Large Belgian Retailer Case Study