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- research-articleJanuary 2025
A new fuzzy-based nature-inspired routing method for mobile internet of things
International Journal of Mobile Communications (IJMC), Volume 25, Issue 2Pages 208–228https://doi.org/10.1504/ijmc.2025.144194In the ever-evolving landscape of the IoT, the need for efficient and reliable routing methods is paramount. With the surge in mobile IoT devices, traditional routing algorithms have shown limitations in adapting to dynamic and unpredictable network ...
- research-articleJanuary 2025
Network-aware cache provisioning and request routing in heterogeneous cellular networks
International Journal of Communication Networks and Distributed Systems (IJCNDS), Volume 31, Issue 1Pages 42–62https://doi.org/10.1504/ijcnds.2025.142986In past years there has been an increase in the number of mobile devices and data traffic triggered by the popularisation of multimedia applications. In parallel, new applications and services with restricted requirements of delay and throughput have ...
- research-articleJanuary 2025
MANET routing with deep maxout-based energy prediction using optimisation
International Journal of Bio-Inspired Computation (IJBIC), Volume 25, Issue 1Pages 32–42https://doi.org/10.1504/ijbic.2025.143689MANET is a group of transportable mobile nodes that faces difficulties in maximising energy consumption due to its dynamic nature. The main aim of this work is to develop an efficient MANET routing protocol for adopting the changes in network topology. ...
- research-articleDecember 2024
Dynamic Service Function Chaining Provisioning with Reinforcement Learning Graph Neural Networks
GNNet '24: Proceedings of the 3rd GNNet Workshop on Graph Neural Networking WorkshopPages 53–58https://doi.org/10.1145/3694811.3697824The Service Function Chain (SFC) provisioning problem in a 5G/B5G network corresponds to the routing of service requests through an ordered list of virtualized network functions (VNFs) while respecting network/computing resource, and delay/bandwidth ...
- research-articleDecember 2024
Routing-Aware Shaping for Feasible Multi-Domain Determinism
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 2419–2424https://doi.org/10.1145/3636534.3696727Use cases for network determinism may involve the traversal of multiple network domains. A typical example is the edge-cloud virtualization of the controllers for industrial automation, where the end-to-end data path may include a private mobile network ...
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- research-articleDecember 2024
Understanding Routing-Induced Censorship Changes Globally
CCS '24: Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications SecurityPages 437–451https://doi.org/10.1145/3658644.3670336Internet censorship is pervasive, with significant effort dedicated to understanding what is censored, and where. Prior censorship measurements however have identified significant inconsistencies in their results; experiments show unexplained non-...
- research-articleNovember 2024
Exact Solution of the Vehicle Routing Problem with Drones
The vehicle routing problem with drones (VRP-D) that we consider is an extension of the capacitated vehicle routing problem in which the fleet consists of trucks equipped with one drone each. A truck and its drone can either move together or separately. A ...
- research-articleNovember 2024
Spiking Quantum Fire Hawk Network Based Reliable Scheduling for Lifetime Maximization of Wireless Sensor Network
Transactions on Emerging Telecommunications Technologies (TETT), Volume 35, Issue 11https://doi.org/10.1002/ett.70019ABSTRACTManaging energy consumption poses a substantial challenge within Wireless Sensor Networks (WSN) due to frequent communication among sensor nodes. A reliable scheduling framework presents a promising solution for maximizing WSN lifetime, ...
Workflow of SQFHN‐SW. image image
- posterNovember 2024
Poster: Investigating Autonomous Systems Recurrently Causing Unexplained (Sub)MOAS Events
IMC '24: Proceedings of the 2024 ACM on Internet Measurement ConferencePages 765–766https://doi.org/10.1145/3646547.3689669The Border Gateway Protocol (BGP) is the de facto routing protocol of the Internet. In BGP, networks (Autonomous Systems, ASes) advertise to neighboring ASes the IP address blocks (IP prefixes) they host and the ones hosted by other ASes towards which ...
- research-articleNovember 2024Chair's Award
The Wisdom of the Measurement Crowd: Building the Internet Yellow Pages a Knowledge Graph for the Internet
IMC '24: Proceedings of the 2024 ACM on Internet Measurement ConferencePages 183–198https://doi.org/10.1145/3646547.3688444The Internet measurement community has significantly advanced our understanding of the Internet by documenting its various components. Subsequent research often builds on these efforts, using previously published datasets. This process is fundamental for ...
- short-paperNovember 2024
Customizable Routing with Learnings from Past Recommendations
SIGSPATIAL '24: Proceedings of the 32nd ACM International Conference on Advances in Geographic Information SystemsPages 489–492https://doi.org/10.1145/3678717.3691327Finding routes in road networks is a fundamental task for routing services, but most existing methods only consider the network topology and properties and cannot handle semantic queries that express user preferences or constraints. We present a novel ...
- rfcOctober 2024
RFC 9667: Dynamic Flooding on Dense Graphs
Routing with link-state protocols in dense network topologies can result in suboptimal convergence times due to the overhead associated with flooding. This can be addressed by decreasing the flooding topology so that it is less dense.
This document ...
- rfcOctober 2024
RFC 9666: Area Proxy for IS-IS
Link-state routing protocols have hierarchical abstraction already built into them. However, when lower levels are used for transit, they must expose their internal topologies to each other, thereby leading to scaling issues.
To avoid such issues, this ...
- research-articleSeptember 2024
Modelling and Analysing Routing Protocols Diagrammatically with Bigraphs
Formal Aspects of Computing (FAC), Volume 36, Issue 3Article No.: 17, Pages 1–25https://doi.org/10.1145/3685934As more end-user applications depend on Internet of Things (IoT) technology, it is essential the networking protocols underpinning these applications are reliable. Using Formal Methods to reason about protocol specifications is an established technique, ...
Machine Learning VLSI CAD Experiments Should Consider Atomic Data Groups
MLCAD '24: Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CADArticle No.: 32, Pages 1–8https://doi.org/10.1145/3670474.3685970Machine learning (ML) has proved useful across a wide range of applications in the very-large-scale integration computer-aided design (VLSI CAD) domain. To avoid overestimating ML models' generalization capabilities for real-world deployments, best ...
Enabling Risk Management of Machine Learning Predictions for FPGA Routability
MLCAD '24: Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CADArticle No.: 31, Pages 1–9https://doi.org/10.1145/3670474.3685969Machine Learning (ML) models sometimes make inaccurate predictions for the routability of field-programmable gate array (FPGA) circuit designs. This risks time wasted attempting to route an unroutable design or the premature termination of a routable ...
- research-articleAugust 2024
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network
KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 1085–1095https://doi.org/10.1145/3637528.3671895Placement is a critical and challenging step of modern chip design, with routability being an essential indicator of placement quality. Current routability-oriented placers typically apply an iterative two-stage approach, wherein the first stage ...
- research-articleAugust 2024
Hybrid optimized deep quantum neural network in Internet of Things platform using routing algorithm for detecting smart maize leaf disease
International Journal of Adaptive Control and Signal Processing (ACSP), Volume 38, Issue 8Pages 2873–2892https://doi.org/10.1002/acs.3836SummaryThe productivity in the agricultural sector is minimized due to the disease in plants. In general, the ailments that affect plants are identified by the farmers and the losses are minimized, when the diseases are identified early. The early ...
Uniform-Cost Multi-Path Routing for Reconfigurable Data Center Networks
ACM SIGCOMM '24: Proceedings of the ACM SIGCOMM 2024 ConferencePages 433–448https://doi.org/10.1145/3651890.3672245Reconfigurable data center networks (RDCNs) are arising as a promising data center network (DCN) design in the post-Moore's law era. However, the constantly reconfigured network topology in RDCNs invalidates the assumption of using hop count as the cost ...