cRetor: An SDN-Based Routing Scheme for Data Centers With Regular Topologies
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
TaG-Net: Topology-aware Graph Network for Centerline-based Vessel Labeling.
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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