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Machine learning controller for data rate management in science DMZ networks

https://doi.org/10.1016/j.comnet.2024.110237
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/dac.4772openalex-snapshot
An evaluation of bottleneck bandwidth and round trip time and its variants
inferredcites →https://doi.org/10.1007/978-3-319-40624-4openalex-snapshot
Machine Learning Control – Taming Nonlinear Dynamics and Turbulence
inferredcites →https://doi.org/10.1007/978-3-540-72606-7openalex-snapshot
Networking 2007 : Ad hoc and sensor networks, wireless networks, next generation internet : 6th International IFIP-TC6 Networking Conference, Atlanta, GA, USA, May 14-18, 2007 : proceedings
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Biomimicry for Optimization, Control, and Automation
inferredcites →https://doi.org/10.1007/s10922-016-9393-9openalex-snapshot
A Survey on Software Defined Networking: Architecture for Next Generation Network
inferredcites →https://doi.org/10.1007/s11042-023-17167-yopenalex-snapshot
PyGAD: an intuitive genetic algorithm Python library
inferredcites →https://doi.org/10.1007/s12273-023-0984-6openalex-snapshot
Challenges and opportunities of machine learning control in building operations
inferredcites →https://doi.org/10.1007/s41324-022-00500-2openalex-snapshot
Intelligent control of robotic manipulators: a comprehensive review
inferredcites →https://doi.org/10.1016/0967-0661(95)90093-4openalex-snapshot
Control systems engineering
inferredcites →https://doi.org/10.1016/j.comnet.2021.108033openalex-snapshot
When machine learning meets congestion control: A survey and comparison
inferredcites →https://doi.org/10.1016/j.comnet.2022.109030openalex-snapshot
A survey on TCP enhancements using P4-programmable devices
inferredcites →https://doi.org/10.1016/j.jksuci.2023.101566openalex-snapshot
ESCALB: An effective slave controller allocation-based load balancing scheme for multi-domain SDN-enabled-IoT networks
inferredcites →https://doi.org/10.1016/j.jnca.2018.06.015openalex-snapshot
AmoebaNet: An SDN-enabled network service for big data science
inferredcites →https://doi.org/10.1016/j.jnca.2019.05.002openalex-snapshot
The role of the Weibull distribution in modelling traffic in Internet access and backbone core networks
inferredcites →https://doi.org/10.1049/cmu2.12061openalex-snapshot
Study on performance of AQM schemes over TCP variants in different network environments
inferredcites →https://doi.org/10.1049/iet-cta:20070435openalex-snapshot
Anti-windup design: an overview of some recent advances and open problems
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0001043openalex-snapshot
Machine Learning Control for Floating Offshore Wind Turbine Individual Blade Pitch Control
inferredcites →https://doi.org/10.1088/1757-899x/1231/1/011001openalex-snapshot
IOP Conference Series: Materials Science and Engineering
inferredcites →https://doi.org/10.1108/03684920710743466openalex-snapshot
Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1109/90.251892openalex-snapshot
Random early detection gateways for congestion avoidance
inferredcites →https://doi.org/10.1109/access.2021.3086704openalex-snapshot
An Exhaustive Survey on P4 Programmable Data Plane Switches: Taxonomy, Applications, Challenges, and Future Trends
inferredcites →https://doi.org/10.1109/atsip.2017.8075573openalex-snapshot
Using input delay approach for synthesizing an anti-windup compensator to AQM in TCP/IP networks
inferredcites →https://doi.org/10.1109/ciem52821.2021.9614876openalex-snapshot
Design and Simulation of Adaptive Neuro-Fuzzy Inference System Inverse Controller for a Coupled Tank System
inferredcites →https://doi.org/10.1109/comst.2018.2876086openalex-snapshot
A Comprehensive Tutorial on Science DMZ
inferredcites →https://doi.org/10.1109/ecumn.2002.1002092openalex-snapshot
On the performance gains of TCP with ECN
inferredcites →https://doi.org/10.1109/globecom46510.2021.9685160openalex-snapshot
Dynamic Router's Buffer Sizing using Passive Measurements and P4 Programmable Switches
inferredcites →https://doi.org/10.1109/hpsr.2013.6602305openalex-snapshot
PIE: A lightweight control scheme to address the bufferbloat problem
inferredcites →https://doi.org/10.1109/hpsr19322.2012openalex-snapshot
2012 IEEE 13th International Conference on High Performance Switching and Routing
inferredcites →https://doi.org/10.1109/hpsr57248.2023.10147977openalex-snapshot
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry
inferredcites →https://doi.org/10.1109/icais16186.2009openalex-snapshot
2009 International Conference on Adaptive and Intelligent Systems
inferredcites →https://doi.org/10.1109/icc42927.2021openalex-snapshot
ICC 2021 - IEEE International Conference on Communications
inferredcites →https://doi.org/10.1109/icc45855.2022openalex-snapshot
ICC 2022 - IEEE International Conference on Communications
inferredcites →https://doi.org/10.1109/icca15186.2009openalex-snapshot
2009 IEEE International Conference on Control and Automation
inferredcites →https://doi.org/10.1109/icecos.2018.8605240openalex-snapshot
A Comparison of Back Propagation Neural Network and Elman Recurrent Neural Network Algorithms on Altitude Control of Heavy-lift Hexacopter Based on Direct Inverse Control
inferredcites →https://doi.org/10.1109/icghit49656.2020.00015openalex-snapshot
Enhanced Explicit Congestion Notification (EECN) in TCP with P4 Programming
inferredcites →https://doi.org/10.1109/iciem48762.2020.9160191openalex-snapshot
Elman Recurrent Neural Networks Based Direct Inverse Control for Quadrotor Attitude and Altitude Control
inferredcites →https://doi.org/10.1109/icnp.2017.8117540openalex-snapshot
Experimental evaluation of BBR congestion control
inferredcites →https://doi.org/10.1109/icsec53205.2021.9684618openalex-snapshot
The International Computer Science and Engineering Conference
inferredcites →https://doi.org/10.1109/icsip49896.2020.9339423openalex-snapshot
A Survey of TCP Congestion Control Algorithm
inferredcites →https://doi.org/10.1109/ictmicc.2007.4448576openalex-snapshot
The effect of ECN on short TCP sessions
inferredcites →https://doi.org/10.1109/im14483.2009openalex-snapshot
2009 IFIP/IEEE International Symposium on Integrated Network Management
inferredcites →https://doi.org/10.1109/indis54524.2021.00008openalex-snapshot
Exploring the BBRv2 Congestion Control Algorithm for use on Data Transfer Nodes
inferredcites →https://doi.org/10.1109/itap17226.2011openalex-snapshot
2011 International Conference on Internet Technology and Applications
inferredcites →https://doi.org/10.1109/iwssc.2009.5286402openalex-snapshot
Performance impact of ECN on multimedia traffic with satellite delay
inferredcites →https://doi.org/10.1109/nfv-sdn59219.2023.10329595openalex-snapshot
2023 IEEE Conference on Network Function Virtualization and Software Defined Networks
inferredcites →https://doi.org/10.1109/scc20802.2012openalex-snapshot
2012 SC Companion: High Performance Computing, Networking Storage and Analysis
inferredcites →https://doi.org/10.1109/tnsm.2021.3054528openalex-snapshot
Mitigating TCP Protocol Misuse With Programmable Data Planes
inferredcites →https://doi.org/10.1109/tsp.2018.8441250openalex-snapshot
Impact of Segment Size and Parallel Streams on TCP BBR
inferredcites →https://doi.org/10.1109/tsp49548.2020.9163512openalex-snapshot
A Performance Evaluation of TCP BBRv2 Alpha
inferredcites →https://doi.org/10.1145/1355734.1355746openalex-snapshot
OpenFlow
inferredcites →https://doi.org/10.1145/1400097.1400105openalex-snapshot
CUBIC
inferredcites →https://doi.org/10.1145/2413176.2413206openalex-snapshot
Reproducible network experiments using container-based emulation
inferredcites →https://doi.org/10.1145/2503210.2503245openalex-snapshot
The Science DMZ
inferredcites →https://doi.org/10.1145/2534169.2486020openalex-snapshot
TCP ex machina
inferredcites →https://doi.org/10.1145/2656877.2656890openalex-snapshot
P4
inferredcites →https://doi.org/10.1145/2910017.2910605openalex-snapshot
Analysis and design of the google congestion control for web real-time communication (WebRTC)
inferredcites →https://doi.org/10.1145/2934872openalex-snapshot
Proceedings of the 2016 ACM SIGCOMM Conference
inferredcites →https://doi.org/10.1145/2949550.2949554openalex-snapshot
Globus
inferredcites →https://doi.org/10.1145/3012426.3022184openalex-snapshot
BBR: Congestion-Based Congestion Control
inferredcites →https://doi.org/10.1145/3098822.3098825openalex-snapshot
Re-architecting datacenter networks and stacks for low latency and high performance
inferredcites →https://doi.org/10.1145/3193092.3193106openalex-snapshot
A Simulation-Based Survey of Active Queue Management Algorithms
inferredcites →https://doi.org/10.1145/3219104.3219108openalex-snapshot
The Pacific Research Platform
inferredcites →https://doi.org/10.1145/3232755.3232783openalex-snapshot
Copa
inferredcites →https://doi.org/10.1145/3332186.3332241openalex-snapshot
Petrel
inferredcites →https://doi.org/10.1145/3360468.3368189openalex-snapshot
PI2 for P4
inferredcites →https://doi.org/10.1145/3371927.3371932openalex-snapshot
Datacenter congestion control
inferredcites →https://doi.org/10.1145/3375235.3375238openalex-snapshot
P4-enabled Network-assisted Congestion Feedback
inferredcites →https://doi.org/10.1145/3387514.3405891openalex-snapshot
PCC Proteus
inferredcites →https://doi.org/10.1145/3405669.3405823openalex-snapshot
Measuring TCP Round-Trip Time in the Data Plane
inferredcites →https://doi.org/10.1145/3452296openalex-snapshot
Proceedings of the 2021 ACM SIGCOMM 2021 Conference
inferredcites →https://doi.org/10.1145/3544216.3544223openalex-snapshot
Starvation in end-to-end congestion control
inferredcites →https://doi.org/10.1155/2014/791230openalex-snapshot
Genetic Algorithm Based PID Controller Tuning Approach for Continuous Stirred Tank Reactor
inferredcites →https://doi.org/10.1590/1678-4324-2023210795openalex-snapshot
Epigenomics Scientific Big Data Workflow Scheduling for Cancer Diagnosis in Health Care Using Heterogeneous Computing Environment
inferredcites →https://doi.org/10.21917/ijct.2011.0047openalex-snapshot
DROP TAIL AND RED QUEUE MANAGEMENT WITH SMALL BUFFERS:STABILITY AND HOPF BIFURCATION
inferredcites →https://doi.org/10.23919/wons57325.2023.10062179openalex-snapshot
Interplay Between Priority Queues and Controlled Delay in Programmable Data Planes
inferredcites →https://doi.org/10.3166/ejc.15.418-440openalex-snapshot
A Tutorial on Modern Anti-windup Design
inferredcites →https://doi.org/10.3390/fi11070159openalex-snapshot
Implementation and Evaluation of Activity-Based Congestion Management Using P4 (P4-ABC)
inferredcites →https://doi.org/10.3390/s21010174openalex-snapshot
Proactive Congestion Avoidance for Distributed Deep Learning
inferredcites →https://doi.org/10.48550/arxiv.1204.0885openalex-snapshot
PID Parameters Optimization by Using Genetic Algorithm
inferredcites →https://doi.org/10.5539/cis.v7n2p1openalex-snapshot
Realistic Network Traffic Profile Generation: Theory and Practice

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4764369openalex-extracted
Multi-Objective Optimization Model for Traffic Congestion Management in Software-Defined Networks
inferred← citeshttps://doi.org/10.1007/978-3-031-85324-1_4openalex-snapshot
Optimization of Urban Mobility with IoT and Big Data: Technology for the Information and Knowledge Society in Industry 5.0
inferred← citeshttps://doi.org/10.1016/j.jestch.2025.102118openalex-snapshot
A low cost compact network TAP device with Raspberry Pi 4
inferred← citeshttps://doi.org/10.1109/lcn60385.2024.10639626openalex-snapshot
Science DMZ Networks: How Different Are They Really?
inferred← citeshttps://doi.org/10.2139/ssrn.6900314openalex-snapshot
A Networking Testbed for Reproducible Research and Guided Instruction
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