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- research-articleJanuary 2025
Mixing Entanglement Swapping and Hop-by-Hop Transmission On Heterogeneous Quantum Networks
ICDCN '25: Proceedings of the 26th International Conference on Distributed Computing and NetworkingPages 84–93https://doi.org/10.1145/3700838.3700855Large scale quantum networks of the future will have quantum nodes that are heterogeneous in their functional and performance capabilities. The heterogeneity that we consider for illustration, lies in the type of the nodes in the quantum network. We ...
- research-articleJanuary 2025
An Efficient Burst Traffic-Aware Clustering and Mobility Management model for mobile-sink based Heterogeneous Wireless Sensor Networks
NSysS '24: Proceedings of the 11th International Conference on Networking, Systems, and SecurityPages 96–103https://doi.org/10.1145/3704522.3704526Wireless sensor networks (WSNs) consist of small, low-cost, low-power sensors deployed to monitor environmental changes and transmit data to a static base station. A major challenge in WSNs is energy consumption, particularly in nodes near the static sink,...
- research-articleDecember 2024
Efficient State Sharding in Blockchain via Density-based Graph Partitioning
ACM Transactions on the Web (TWEB), Volume 19, Issue 1Article No.: 1, Pages 1–28https://doi.org/10.1145/3697840Sharding is a promising technique for increasing a blockchain system’s throughput by enabling parallel transaction processing. The main challenge of state sharding lies in ensuring the atomicity verification of cross-sharding transactions, which results ...
- research-articleDecember 2024JUST ACCEPTED
Innovative Integration of Q-learning in BSO Algorithm for Adaptive Community Detection in Social Networks
Community detection in social networks remains a challenging yet crucial task in social network analysis, offering insights into the underlying structures and dynamics of social systems. This study introduces QB-COM, a novel integration of reinforcement ...
- proceedingDecember 2024
CoNEXT '24: Proceedings of the 20th International Conference on emerging Networking EXperiments and Technologies
Welcome to the 20th edition of the ACM Conference on Emerging Networking Experiment and Technologies (ACM CoNEXT 2024). CoNEXT is a premier and highly selective venue in computer networking. The first edition of the conference was organized in Toulouse ...
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- research-articleDecember 2024
NimbleNet: Serverless Computing for the Extreme Edge in Factory Environments
WoSC10 '24: Proceedings of the 10th International Workshop on Serverless ComputingPages 19–24https://doi.org/10.1145/3702634.3702953Modern factories are moving towards modular layouts with more generic production cells, allowing rapid production customization. Here, the cell's edge nodes exhibit considerable heterogeneity, ranging from simple microcontrollers to fully-fledged ...
- research-articleNovember 2024
HammingMesh: A Network Topology for Large-Scale Deep Learning
- Torsten Hoefler,
- Tommaso Bonoto,
- Daniele De Sensi,
- Salvatore Di Girolamo,
- Shigang Li,
- Marco Heddes,
- Deepak Goel,
- Miguel Castro,
- Steve Scott
Numerous microarchitectural optimizations unlocked tremendous processing power for deep neural networks that in turn fueled the ongoing AI revolution. With the exhaustion of such optimizations, the growth of modern AI is now gated by the performance of ...
- research-articleNovember 2024
Research on the application of artificial intelligence in nonlinear optical effect modeling
ICIIP '24: Proceedings of the 2024 9th International Conference on Intelligent Information ProcessingPages 358–361https://doi.org/10.1145/3696952.3697001Nonlinear optical effects have significant applications in optical communications and optical device design. This paper explores the application of artificial intelligence (AI) technology in nonlinear optical effect modeling. By employing data-driven ...
- research-articleNovember 2024
On the Feasibility of Laser Inter-satellite Links for Low-latency High Frequency Trading
LEO-NET '24: Proceedings of the 2nd International Workshop on LEO Networking and CommunicationPages 37–42https://doi.org/10.1145/3697253.3697272Satellite constellations are enabling new applications in long-range and large-scale connectivity. One such exciting application is providing low-latency communication for high frequency trading by leveraging their global coverage. While existing ...
- proceedingNovember 2024
- research-articleDecember 2024
Cluster Routing Protocol of Wireless Sensor Network based on Virtual Cluster Heads and Improved Differential Evolution Algorithm
ICCSIE '24: Proceedings of the 2024 9th International Conference on Cyber Security and Information EngineeringPages 41–50https://doi.org/10.1145/3689236.3689263To extend the operational longevity of wireless sensor networks (WSNs), we introduce a novel cluster routing protocol, CRPIDE (Clustering Routing Protocol based on an Improved Differential Evolution algorithm). This protocol leverages an enhanced ...
- research-articleDecember 2024
Application of Genetic Algorithm in the Analysis of Transverse Force Reflection Spectrum of Unmanned Aerial Vehicle Optical Fibers
ICCSIE '24: Proceedings of the 2024 9th International Conference on Cyber Security and Information EngineeringPages 746–751https://doi.org/10.1145/3689236.3695376Unmanned aerial vehicles belong to the category of general aviation and are widely used in industries such as agriculture, geology, meteorology, electricity, and disaster relief. During the operation of drones, a large number of sensors are required to ...
- research-articleDecember 2024
A Multi-Modal RGB-D Capture Detection Network with Joint Spatial Domain and Frequency Domain Alignment
CISAI '24: Proceedings of the 2024 7th International Conference on Computer Information Science and Artificial IntelligencePages 498–503https://doi.org/10.1145/3703187.3703271In modern vision-based robot grasping inspection systems, the effective fusion of color image and depth image is very important to improve the accuracy and robustness of the system. Traditional grasp detection methods often rely only on pixel alignment on ...
- research-articleSeptember 2024
A Calculus for the Specification, Design, and Verification of Distributed Concurrent Systems
Formal Aspects of Computing (FAC), Volume 36, Issue 3Article No.: 16, Pages 1–54https://doi.org/10.1145/3672085A calculus for the specification and verification of distributed concurrent interactive real-time systems is introduced. Systems are specified by their interface behavior formalized by interface predicates and interface assertions. System designs in terms ...
- research-articleAugust 2024
TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics
KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 1875–1886https://doi.org/10.1145/3637528.3671934Predicting the resilience of complex networks, which represents the ability to retain fundamental functionality amidst external perturbations or internal failures, plays a critical role in understanding and improving real-world complex systems. ...
- research-articleAugust 2024
Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space
KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 1655–1666https://doi.org/10.1145/3637528.3671968Learning complex network dynamics is fundamental for understanding, modeling, and controlling real-world complex systems. Though great efforts have been made to predict the future states of nodes on networks, the capability of capturing long-term ...
- research-articleOctober 2024
Topological Analysis and Robustness Assessment of the Global Polysilicon Trade Network: Implications for Information Management
IMMS '24: Proceedings of the 2024 7th International Conference on Information Management and Management SciencePages 213–222https://doi.org/10.1145/3695652.3695705Polysilicon, a critical raw material for photovoltaic cell production, plays a vital role in global energy development and technological advancement. This study constructs and analyzes the Global Polysilicon Trade Network (GPSTN) using complex network ...
NetSmith: An Optimization Framework for Machine-Discovered Network Topologies
ICPP '24: Proceedings of the 53rd International Conference on Parallel ProcessingPages 421–432https://doi.org/10.1145/3673038.3673060Over the past few decades, network topology design for general purpose, shared memory multicores has been primarily driven by human experts who use their insights to arrive at network designs that balance the competing goals of performance requirements (...