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   Articles with "topology aware" as a keyword



cRetor: An SDN-Based Routing Scheme for Data Centers With Regular Topologies

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3004609

Abstract: The blooming of cloud computing leads to the rapid expansion of data center networks (DCN). Conventional link state routing algorithms like OSPF are widely adopted in data center networks, however, those routing algorithms bring great… read more here.

Keywords: regular topologies; topology aware; topology; sdn ... See more keywords

Topology-Aware Optimal Subgrouping and Subscheduling for Generalized Explicit Multicasting on Internet

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recommendations! Published in 2017 at "IEEE Systems Journal"

DOI: 10.1109/jsyst.2015.2430849

Abstract: eXplicit multicasting (Xcast) is a protocol to send data to multiple receivers in an efficient way. Compared with traditional stateful multicast, Xcast is based on a stateless approach that scales better in number of groups.… read more here.

Keywords: group size; explicit multicasting; topology; topology aware ... See more keywords

Topology-Aware Recognition Framework Based on Ultra-High On/Off Ratio Memristors for Handwritten Digit Recognition

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recommendations! Published in 2025 at "IEEE Electron Device Letters"

DOI: 10.1109/led.2025.3618257

Abstract: Conventional passive memristor arrays face crosstalk challenges in on-chip neuromorphic computing, while 1T1R/1S1R architectures suffer from limited scalability and area overhead. Here, we propose a topology-aware recognition framework for crosstalk-free on-chip compute-in-memory (CIM) using high-performance… read more here.

Keywords: aware recognition; recognition; topology aware; recognition framework ... See more keywords

Topology-Aware Microservice Architecture in Edge Networks: Deployment Optimization and Implementation

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recommendations! Published in 2025 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2025.3539312

Abstract: As a ubiquitous deployment paradigm, integrating microservice architecture (MSA) into edge networks promises to enhance the flexibility and scalability of services. However, it also presents significant challenges stemming from dispersed node locations and intricate network… read more here.

Keywords: microservice architecture; edge networks; topology aware; topology ... See more keywords

TaG-Net: Topology-aware Graph Network for Centerline-based Vessel Labeling.

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recommendations! Published in 2023 at "IEEE transactions on medical imaging"

DOI: 10.1109/tmi.2023.3240825

Abstract: Anatomical labeling of head and neck vessels is a vital step for cerebrovascular disease diagnosis. However, it remains challenging to automatically and accurately label vessels in computed tomography angiography (CTA) since head and neck vessels… read more here.

Keywords: topology; topology aware; vessel; graph ... See more keywords

Topology-Aware Graph Pooling Networks

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recommendations! Published in 2021 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2021.3062794

Abstract: Pooling operations have shown to be effective on computer vision and natural language processing tasks. One challenge of performing pooling operations on graph data is the lack of locality that is not well-defined on graphs.… read more here.

Keywords: topology aware; graph topology; topology; voting ... See more keywords

Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference

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recommendations! Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"

DOI: 10.1109/tsipn.2022.3180679

Abstract: Graph neural networks (GNNs) have proven their ability in modelling graph-structured data in diverse domains, including natural language processing and computer vision. However, like other deep learning models, the lack of explainability is becoming a… read more here.

Keywords: topology; neural networks; topology aware; air ... See more keywords

3D hand pose and mesh estimation via a generic Topology-aware Transformer model

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recommendations! Published in 2024 at "Frontiers in Neurorobotics"

DOI: 10.3389/fnbot.2024.1395652

Abstract: In Human-Robot Interaction (HRI), accurate 3D hand pose and mesh estimation hold critical importance. However, inferring reasonable and accurate poses in severe self-occlusion and high self-similarity remains an inherent challenge. In order to alleviate the… read more here.

Keywords: hand pose; mesh estimation; hand; topology aware ... See more keywords

TMP-M2Align: A Topology-Aware Multiobjective Approach to the Multiple Sequence Alignment of Transmembrane Proteins

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recommendations! Published in 2025 at "Algorithms"

DOI: 10.3390/a18100640

Abstract: Transmembrane proteins (TMPs) constitute approximately 30% of the mammalian proteome and are critical targets in biomedical research due to their involvement in signaling, transport, and drug interactions. However, their unique structural characteristics pose significant challenges… read more here.

Keywords: transmembrane; tmp m2align; topology aware; alignment ... See more keywords