Learning Dynamic Routing for Semantic Segmentation [PDF]
Recently, numerous handcrafted and searched networks have been applied for semantic segmentation. However, previous works intend to handle inputs with various scales in pre-defined static architectures, such as FCN, U-Net, and DeepLab series.
Yanwei Li +6 more
semanticscholar +1 more source
Performance Analysis of DTN Using Level Signal Priority Epidemic Routing Protocol
A DTN architecture consists of several nodes that are connected with high dynamic topology. The routing protocol is an important part which determine the DTN performance system.
Ahmad Zainudin +2 more
doaj +3 more sources
Link Congestion Aware Proactive Routing for Dynamic Traffic in Elastic Optical Networks
Fixed alternate routing is a potential routing scheme for routing and spectrum allocation (RSA) in elastic optical networks (EON) which has less complexity and time consumption compared to adaptive routing scheme.
Akhtar Nawaz Khan +4 more
doaj +1 more source
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall [PDF]
Industrial recommender systems have embraced deep learning algorithms for building intelligent systems to make accurate recommendations. At its core, deep learning offers powerful ability for learning representations from data, especially for user and ...
C. Li +9 more
semanticscholar +1 more source
Traffic Dataset for Dynamic Routing Algorithm in Traffic Simulation
The purpose of this research is to create a simulated environment for teaching algorithms, big data processing, and machine learning. The environment is similar to Google Maps, with the capacity of finding the fastest path between two points in dynamic ...
Zhemin Zhang +4 more
semanticscholar +1 more source
Hybrid Optimized Approaches for Routing and Resource Reservation Protocols in Optical Networks
We have proposed hybrid approaches to solve dynamic provisioning problems in fixed-grid and elastic optical networks (EON). The proposed approaches use the information from the optimization models, which normally are used to solve static problems, to ...
Akhtar Nawaz Khan +5 more
doaj +1 more source
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN [PDF]
Dynamic routing in software-defined networking (SDN) can be viewed as a centralized decision-making problem. Most of the existing deep reinforcement learning (DRL) agents can address it, thanks to the deep neural network (DNN) incorporated.
Juan Chen +5 more
semanticscholar +1 more source
Investigating Capsule Networks with Dynamic Routing for Text Classification [PDF]
In this study, we explore capsule networks with dynamic routing for text classification. We propose three strategies to stabilize the dynamic routing process to alleviate the disturbance of some noise capsules which may contain “background” information ...
Wei Zhao +5 more
semanticscholar +1 more source
Analisa dan Perbandingan Kinerja Routing Protocol OSPF dan EIGRP dalam Simulasi GNS3
Router is the network equipment for route the packet from one network segment to another in a bigscale network. Router can route packet because there is a routing table in router configuration.
Gede Andika Loka +2 more
doaj +1 more source
The Dynamic Bowser Routing Problem [PDF]
We investigate opportunities offered by telematics and analytics to enable better informed, and more integrated, collaborative management decisions on construction sites. We focus on efficient refuelling of assets across construction sites. More specifically, we develop decision support models that, by leveraging data supplied by different assets ...
Roberto Rossi +5 more
openaire +3 more sources

