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TSN Network Scheduling—Challenges and Approaches

https://doi.org/10.3390/network3040026
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-43024-5_7openalex-snapshot
Design of a Hybrid Genetic Algorithm for Time-Sensitive Networking
inferredcites →https://doi.org/10.1007/bf00365407openalex-snapshot
Allocating hard real-time tasks: An NP-Hard problem made easy
inferredcites →https://doi.org/10.1007/s11241-015-9244-xopenalex-snapshot
Combined task- and network-level scheduling for distributed time-triggered systems
inferredcites →https://doi.org/10.1016/j.aej.2020.06.013openalex-snapshot
A time-sensitive network scheduling algorithm based on improved ant colony optimization
inferredcites →https://doi.org/10.1016/j.cie.2021.107317openalex-snapshot
Constraint programming approaches to joint routing and scheduling in time-sensitive networks
inferredcites →https://doi.org/10.1016/j.comcom.2020.10.016openalex-snapshot
Joint routing and scheduling for large-scale deterministic IP networks
inferredcites →https://doi.org/10.1016/j.comcom.2021.03.019openalex-snapshot
Time-predictable routing algorithm for Time-Sensitive Networking: Schedulable guarantee of Time-Triggered streams
inferredcites →https://doi.org/10.1016/j.comcom.2022.09.011openalex-snapshot
A machine learning-based optimization for end-to-end latency in TSN networks
inferredcites →https://doi.org/10.1016/j.cor.2021.105512openalex-snapshot
Large-scale periodic scheduling in time-sensitive networks
inferredcites →https://doi.org/10.1016/j.engappai.2022.105314openalex-snapshot
TSN-based routing and scheduling scheme for Industrial Internet of Things in underground mining
inferredcites →https://doi.org/10.1016/j.sysarc.2021.102137openalex-snapshot
Time-Sensitive Networking in automotive embedded systems: State of the art and research opportunities
inferredcites →https://doi.org/10.1016/j.sysarc.2021.102141openalex-snapshot
Queue assignment for fixed-priority real-time flows in time-sensitive networks: Hardness and algorithm
inferredcites →https://doi.org/10.1016/j.sysarc.2021.102381openalex-snapshot
Efficient Reservation-based Fault-Tolerant Scheduling for IEEE 802.1Qbv Time-Sensitive Networking
inferredcites →https://doi.org/10.1049/cps2.12030openalex-snapshot
Dependability‐aware routing and scheduling for Time‐Sensitive Networking
inferredcites →https://doi.org/10.1049/iet-cps.2016.0021openalex-snapshot
Design optimisation of cyber‐physical distributed systems using IEEE time‐sensitive networks
inferredcites →https://doi.org/10.1088/1742-6596/1920/1/012089openalex-snapshot
Research on Gating Scheduling of Time Sensitive Network Based on Constraint Strategy
inferredcites →https://doi.org/10.1109/access.2018.2858767openalex-snapshot
Worst-Case Latency Analysis for IEEE 802.1Qbv Time Sensitive Networks Using Network Calculus
inferredcites →https://doi.org/10.1109/access.2018.2883644openalex-snapshot
AVB-Aware Routing and Scheduling of Time-Triggered Traffic for TSN
inferredcites →https://doi.org/10.1109/access.2019.2908613openalex-snapshot
Performance Comparison of IEEE 802.1 TSN Time Aware Shaper (TAS) and Asynchronous Traffic Shaper (ATS)
inferredcites →https://doi.org/10.1109/access.2020.2964690openalex-snapshot
Real-Time Scheduling of Massive Data in Time Sensitive Networks With a Limited Number of Schedule Entries
inferredcites →https://doi.org/10.1109/access.2020.2974580openalex-snapshot
Adaptive Group Routing and Scheduling in Multicast Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/access.2021.3069142openalex-snapshot
Communication Scheduling for Control Performance in TSN-Based Fog Computing Platforms
inferredcites →https://doi.org/10.1109/access.2021.3120769openalex-snapshot
Timely Survey of Time-Sensitive Networking: Past and Future Directions
inferredcites →https://doi.org/10.1109/asp-dac52403.2022.9712545openalex-snapshot
Time-Triggered Scheduling for Time-Sensitive Networking with Preemption
inferredcites →https://doi.org/10.1109/cisce52179.2021.9446030openalex-snapshot
SMT-based Task- and Network-level Static Schedule for Time Sensitive Network
inferredcites →https://doi.org/10.1109/comst.2018.2869350openalex-snapshot
Ultra-Low Latency (ULL) Networks: The IEEE TSN and IETF DetNet Standards and Related 5G ULL Research
inferredcites →https://doi.org/10.1109/ecrts.2016.27openalex-snapshot
Urgency-Based Scheduler for Time-Sensitive Switched Ethernet Networks
inferredcites →https://doi.org/10.1109/edge50951.2020.00018openalex-snapshot
Towards Extensibility-Aware Scheduling of Industrial Applications on Fog Nodes
inferredcites →https://doi.org/10.1109/etfa.2014.7005128openalex-snapshot
Optimal static scheduling of real-time tasks on distributed time-triggered networked systems
inferredcites →https://doi.org/10.1109/etfa.2017.8247599openalex-snapshot
A graphical modeling tool supporting automated schedule synthesis for time-sensitive networking
inferredcites →https://doi.org/10.1109/etfa.2018.8502515openalex-snapshot
Genetic Algorithm for Scheduling Time-Triggered Traffic in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/etfa45728.2021.9613463openalex-snapshot
Implementation Cost Comparison of TSN Traffic Control Mechanisms
inferredcites →https://doi.org/10.1109/etfa45728.2021.9613511openalex-snapshot
Schedulability Analysis of Best-Effort Traffic in TSN Networks
inferredcites →https://doi.org/10.1109/etfa46521.2020.9212049openalex-snapshot
End-to-end Optimized Joint Scheduling of Converged Wireless and Wired Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/fwc.2017.8368523openalex-snapshot
Runtime reconfiguration of time-sensitive networking (TSN) schedules for Fog Computing
inferredcites →https://doi.org/10.1109/globecom38437.2019.9013427openalex-snapshot
Incremental Path-Selection and Scheduling for Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/icccs55155.2022.9846349openalex-snapshot
Joint Routing and Scheduling for CQF
inferredcites →https://doi.org/10.1109/iccworkshops50388.2021.9473540openalex-snapshot
Joint Routing and Scheduling for Dynamic Applications in Multicast Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/iccworkshops50388.2021.9473810openalex-snapshot
Dynamic Scheduling and Routing for TSN based In-vehicle Networks
inferredcites →https://doi.org/10.1109/iccworkshops50388.2021.9473893openalex-snapshot
Mix-Flow Scheduling for Concurrent Multipath Transmission in Time-Sensitive Networking
inferredcites →https://doi.org/10.1109/icdcs51616.2021.00034openalex-snapshot
Online Routing and Scheduling for Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/icit46573.2021.9453599openalex-snapshot
SSL-SP: A Semi-Supervised-Learning-Based Stream Partitioning Method for Scale Iterated Scheduling in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/icps48405.2020.9274702openalex-snapshot
Co-design Approach of Scheduling and Routing in Time Sensitive Networking
inferredcites →https://doi.org/10.1109/ictc49870.2020.9289458openalex-snapshot
TAS Scheduling for Real-Time Forwarding of Emergency Event Traffic in TSN
inferredcites →https://doi.org/10.1109/iecon43393.2020.9254565openalex-snapshot
Coordinated Data Transmission in Time-Sensitive Networking for Mixed Time-Sensitive Applications
inferredcites →https://doi.org/10.1109/iecon48115.2021.9589998openalex-snapshot
A Genetic Algorithm based Scheduling Method for Automotive Ethernet
inferredcites →https://doi.org/10.1109/infocom41043.2020.9155434openalex-snapshot
Injection Time Planning: Making CQF Practical in Time-Sensitive Networking
inferredcites →https://doi.org/10.1109/iolts.2018.8474201openalex-snapshot
Fault-Resilient Topology Planning and Traffic Configuration for IEEE 802.1Qbv TSN Networks
inferredcites →https://doi.org/10.1109/isorcw.2011.12openalex-snapshot
Synthesis of Static Communication Schedules for Mixed-Criticality Systems
inferredcites →https://doi.org/10.1109/itca52113.2020.00102openalex-snapshot
Implementation and Evaluation of SMT-based Real-time Communication Scheduling for IEEE 802.1Qbv in Next-generation in-vehicle network
inferredcites →https://doi.org/10.1109/jas.2021.1003844openalex-snapshot
Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/jiot.2020.3031932openalex-snapshot
Improving Latency Analysis for Flexible Window-Based GCL Scheduling in TSN Networks by Integration of Consecutive Nodes Offsets
inferredcites →https://doi.org/10.1109/jiot.2021.3118002openalex-snapshot
An Efficient Pro-Active Fault-Tolerance Scheduling of IEEE 802.1Qbv Time-Sensitive Network
inferredcites →https://doi.org/10.1109/jiot.2021.3124508openalex-snapshot
eTAS: Enhanced Time-Aware Shaper for Supporting Nonisochronous Emergency Traffic in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/jiot.2022.3143829openalex-snapshot
Learning-Based Scalable Scheduling and Routing Co-Design With Stream Similarity Partitioning for Time-Sensitive Networking
inferredcites →https://doi.org/10.1109/jiot.2022.3163411openalex-snapshot
Joint Traffic Routing and Scheduling Algorithm Eliminating the Nondeterministic Interruption for TSN Networks Used in IIoT
inferredcites →https://doi.org/10.1109/jproc.2019.2905334openalex-snapshot
A Perspective on IEEE Time-Sensitive Networking for Industrial Communication and Automation Systems
inferredcites →https://doi.org/10.1109/mcom.001.2100865openalex-snapshot
Cycle-Based Time-Sensitive and Deterministic Networks: Architecture, Challenges, and Open Issues
inferredcites →https://doi.org/10.1109/mcomstd.2018.1700055openalex-snapshot
Traffic Planning for Time-Sensitive Communication
inferredcites →https://doi.org/10.1109/mcomstd.2018.1700057openalex-snapshot
Enabling Fog Computing for Industrial Automation Through Time-Sensitive Networking (TSN)
inferredcites →https://doi.org/10.1109/msn53354.2021.00126openalex-snapshot
Reliable Routing and Scheduling in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/nfv-sdn53031.2021.9665120openalex-snapshot
Software-Defined Time Sensitive Networks Configuration and Management
inferredcites →https://doi.org/10.1109/rtas.2018.00008openalex-snapshot
IEEE 802.1Qbv Gate Control List Synthesis Using Array Theory Encoding
inferredcites →https://doi.org/10.1109/rtas48715.2020.00-12openalex-snapshot
Time-Triggered Traffic Planning for Data Networks with Conflict Graphs
inferredcites →https://doi.org/10.1109/rtas52030.2021.00023openalex-snapshot
ASIL-Decomposition Based Routing and Scheduling in Safety-Critical Time-Sensitive Networking
inferredcites →https://doi.org/10.1109/rtcsa.2018.00025openalex-snapshot
Exploring Practical Limitations of Joint Routing and Scheduling for TSN with ILP
inferredcites →https://doi.org/10.1109/rtcsa.2018.00026openalex-snapshot
Schedule Reparability: Enhancing Time-Triggered Network Recovery Upon Link Failures
inferredcites →https://doi.org/10.1109/rtcsa50079.2020.9203662openalex-snapshot
ILP-Based Routing and Scheduling of Multicast Realtime Traffic in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/rtss49844.2020.00045openalex-snapshot
Work-In-Progress: Safe and Secure Configuration Synthesis for TSN using Constraint Programming
inferredcites →https://doi.org/10.1109/tcomm.2020.3014105openalex-snapshot
Enhancing Schedulability and Throughput of Time-Triggered Traffic in IEEE 802.1Qbv Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/tii.2017.2782235openalex-snapshot
Incremental Flow Scheduling and Routing in Time-Sensitive Software-Defined Networks
inferredcites →https://doi.org/10.1109/tii.2019.2925538openalex-snapshot
Online Scheduling for Dynamic VM Migration in Multicast Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/tii.2019.2950887openalex-snapshot
Routing and Scheduling of Time-Triggered Traffic in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/tii.2020.2998224openalex-snapshot
Flow Scheduling for Conflict-Free Network Updates in Time-Sensitive Software-Defined Networks
inferredcites →https://doi.org/10.1109/tii.2021.3131865openalex-snapshot
Tackling the Challenges of the Integration of Wired and Wireless TSN With a Technology Proof-of-Concept
inferredcites →https://doi.org/10.1109/tii.2022.3151810openalex-snapshot
Efficient Flow Scheduling for Industrial Time-Sensitive Networking: A Divisibility Theory-Based Method
inferredcites →https://doi.org/10.1109/tnsm.2016.2585672openalex-snapshot
Consistent Network Management for Software-Defined Networking Based Multicast
inferredcites →https://doi.org/10.1109/tnsm.2022.3180160openalex-snapshot
Quantitative Performance Comparison of Various Traffic Shapers in Time-Sensitive Networking
inferredcites →https://doi.org/10.1109/vnc51378.2020.9318350openalex-snapshot
MIP-based Joint Scheduling and Routing with Load Balancing for TSN based In-vehicle Networks
inferredcites →https://doi.org/10.1109/vnc52810.2021.9644662openalex-snapshot
Fault-Tolerant Dynamic Scheduling and Routing for TSN based In-vehicle Networks
inferredcites →https://doi.org/10.1109/wcnc51071.2022.9771665openalex-snapshot
Deep Reinforcement Learning aided No-wait Flow Scheduling in Time-Sensitive Networks
inferredcites →https://doi.org/10.1109/wfcs.2018.8402374openalex-snapshot
Scheduling in time sensitive networks (TSN) for mixed-criticality industrial applications
inferredcites →https://doi.org/10.1109/wfcs46889.2021.9483602openalex-snapshot
Out-of-sync Schedule Robustness for Time-sensitive Networks
inferredcites →https://doi.org/10.1109/wfcs47810.2020.9114414openalex-snapshot
Window-Based Schedule Synthesis for Industrial IEEE 802.1Qbv TSN Networks
inferredcites →https://doi.org/10.1145/2659787.2659812openalex-snapshot
SMT-based Task- and Network-level Static Schedule Generation for Time-Triggered Networked Systems
inferredcites →https://doi.org/10.1145/2997465.2997470openalex-snapshot
Scheduling Real-Time Communication in IEEE 802.1Qbv Time Sensitive Networks
inferredcites →https://doi.org/10.1145/2997465.2997494openalex-snapshot
No-wait Packet Scheduling for IEEE Time-sensitive Networks (TSN)
inferredcites →https://doi.org/10.1145/3061639.3062298openalex-snapshot
Optimizing Message Routing and Scheduling in Automotive Mixed-Criticality Time-Triggered Networks
inferredcites →https://doi.org/10.1145/3139258.3139284openalex-snapshot
Fault-tolerant topology and routing synthesis for IEEE time-sensitive networking
inferredcites →https://doi.org/10.1145/3139258.3139289openalex-snapshot
ILP-based joint routing and scheduling for time-triggered networks
inferredcites →https://doi.org/10.1145/3267419.3267421openalex-snapshot
Routing algorithms for IEEE802.1Qbv networks
inferredcites →https://doi.org/10.1145/3313150.3313217openalex-snapshot
Towards quality-of-control-aware scheduling of industrial applications on fog computing platforms
inferredcites →https://doi.org/10.1145/3314206.3314208openalex-snapshot
Heuristic list scheduler for time triggered traffic in time sensitive networks
inferredcites →https://doi.org/10.1145/3358604openalex-snapshot
Security-aware Routing and Scheduling for Control Applications on Ethernet TSN Networks
inferredcites →https://doi.org/10.1145/3400302.3415715openalex-snapshot
Fixed-priority scheduling and controller co-design for time-sensitive networks
inferredcites →https://doi.org/10.1145/3453417.3453421openalex-snapshot
How to Optimize Joint Routing and Scheduling Models for TSN Using Integer Linear Programming
inferredcites →https://doi.org/10.1145/3453417.3453423openalex-snapshot
Synthesising Schedules to Improve QoS of Best-effort Traffic in TSN Networks
inferredcites →https://doi.org/10.1145/3458768openalex-snapshot
Reliability-aware Scheduling and Routing for Messages in Time-sensitive Networking
inferredcites →https://doi.org/10.1145/3534879.3534885openalex-snapshot
Egress-TT Configurations for TSN Networks
inferredcites →https://doi.org/10.1145/3534879.3534906openalex-snapshot
HERMES: Heuristic Multi-queue Scheduler for TSN Time-Triggered Traffic with Zero Reception Jitter Capabilities
inferredcites →https://doi.org/10.1145/3534879.3534921openalex-snapshot
Real-Time Traffic Guarantees in Heterogeneous Time-sensitive Networks
inferredcites →https://doi.org/10.1145/3534879.3534926openalex-snapshot
AVB-aware Routing and Scheduling for Critical Traffic in Time-sensitive Networks with Preemption
inferredcites →https://doi.org/10.23919/date.2018.8342096openalex-snapshot
Stability-aware integrated routing and scheduling for control applications in Ethernet networks
inferredcites →https://doi.org/10.23919/fmcad.2019.8894249openalex-snapshot
TSNSCHED: Automated Schedule Generation for Time Sensitive Networking
inferredcites →https://doi.org/10.3390/app12094448openalex-snapshot
An Enhanced Routing and Scheduling Mechanism for Time-Triggered Traffic with Large Period Differences in Time-Sensitive Networking
inferredcites →https://doi.org/10.3390/electronics10020157openalex-snapshot
Development of an Ethernet-Based Heuristic Time-Sensitive Networking Scheduling Algorithm for Real-Time In-Vehicle Data Transmission
inferredcites →https://doi.org/10.3390/electronics11060926openalex-snapshot
Optimal Scheduling of Time-Sensitive Networks for Automotive Ethernet Based on Genetic Algorithm
inferredcites →https://doi.org/10.3390/electronics11091477openalex-snapshot
Run-Time Reconfiguration Strategy and Implementation of Time-Triggered Networks
inferredcites →https://doi.org/10.3390/electronics8070738openalex-snapshot
Methods for Large-Scale Time-Triggered Network Scheduling
inferredcites →https://doi.org/10.3390/electronics9122131openalex-snapshot
A Simple and Efficient Time-Sensitive Networking Traffic Scheduling Method for Industrial Scenarios
inferredcites →https://doi.org/10.4230/oasics.certs.2019.5openalex-snapshot
On Fault-Tolerant Scheduling of Time Sensitive Networks
inferredcites →https://doi.org/10.7873/date.2015.0045openalex-snapshot
Analysis of Ethernet-Switch Traffic Shapers for In-Vehicle Networking Applications

What points at this work

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

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AI-Assisted Time-Sensitive Networking (TSN): LLM-Based Gate Control List Synthesis for IEEE 802.1Qbv
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111719openalex-snapshot
Group-based windows scheduling method for non-deterministic periodic flows in time-sensitive networks
inferred← citeshttps://doi.org/10.1016/j.dte.2025.100064openalex-snapshot
A multi-phase approach to digital-physical testing of aerospace systems
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Analysis and Optimisation of Multishaper Multidomain Time‐Sensitive Networks: State‐of‐the‐Art and Open Challenges
inferred← citeshttps://doi.org/10.1109/access.2024.3440828openalex-snapshot
Fast IEEE802.1Qbv Gate Scheduling Through Integer Linear Programming
inferred← citeshttps://doi.org/10.1109/cac67268.2025.11487636openalex-snapshot
Simulated Annealing based Scheduling Order Optimization for Time Sensitive Networks
inferred← citeshttps://doi.org/10.1109/cits65975.2025.11099373openalex-snapshot
Heterogeneous Real-Time & Secure Networks: TSN over Anything & TLS over Anything
inferred← citeshttps://doi.org/10.1109/etfa61755.2024.10711137openalex-snapshot
An Online Scheduler for Reconfigurable Time-Sensitive Networks
inferred← citeshttps://doi.org/10.1109/icccworkshops67136.2025.11148161openalex-snapshot
Security-Aware Routing Optimization in TSNs via GCN-based Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/icin64016.2025.10943101openalex-snapshot
Inter-Stream Dependencies in Time-Sensitive Networking
inferred← citeshttps://doi.org/10.1109/nmitcon62075.2024.10699160openalex-snapshot
Implementation and performance comparison of queuing disciplines for Best-Effort and Time-Sensitive Network
inferred← citeshttps://doi.org/10.1109/nnice68970.2026.11466221openalex-snapshot
A Deep Reinforcement Learning-Based Dynamic Queue Management Approach for Network Traffic Scheduling
inferred← citeshttps://doi.org/10.1109/tcset65181.2026.11460732openalex-snapshot
Intelligent Computational Model for QoS-Aware Traffic Engineering Queues
inferred← citeshttps://doi.org/10.1109/tnse.2025.3589270openalex-snapshot
Period-Aware Schedulability Optimization for Time-Triggered Traffic in Time-Sensitive Networking
inferred← citeshttps://doi.org/10.1109/wfcs63373.2025.11077611openalex-snapshot
A Wireless TSN Scheduling Algorithm Based on Strict Priority with Dynamic Queues
inferred← citeshttps://doi.org/10.1109/wfcs67029.2026.11511627openalex-snapshot
TSN Delay and Jitter Prediction Using Machine Learning Regressors
inferred← citeshttps://doi.org/10.1109/wowmom69805.2026.00020openalex-snapshot
Traffic Steering and Service Placement for Metaverse Social Applications in 5G Backhaul Networks
inferred← citeshttps://doi.org/10.1145/3736715openalex-snapshot
A Survey and Experimental Study of Real-Time Scheduling Methods for 802.1Qbv TSN Networks
inferred← citeshttps://doi.org/10.23919/ccc63176.2024.10661795openalex-snapshot
A Heuristic Algorithm for Time Triggered Traffic Scheduling in Time-Sensitive Networks
inferred← citeshttps://doi.org/10.23919/ccc64809.2025.11178436openalex-snapshot
A Joint Routing and Group Scheduling Algorithm for Time-Sensitive Networks
inferred← citeshttps://doi.org/10.3389/fspas.2025.1676898openalex-snapshot
Current development status of key technologies for high-performance on-board interconnection buses — analysis of TSN bus application prospects in aerospace
inferred← citeshttps://doi.org/10.3390/electronics13112050openalex-snapshot
Study of Fixed Point Message Scheduling Algorithm for In-Vehicle Ethernet
inferred← citeshttps://doi.org/10.3390/electronics13132644openalex-snapshot
Mixed-Criticality Traffic Scheduling in Time-Sensitive Networking Using Multiple Combinatorial Packing Based on Free Time Domain
inferred← citeshttps://doi.org/10.3390/electronics14010203openalex-snapshot
Research on Low-Latency TTP–TSN Cross-Domain Network Planning Problem
inferred← citeshttps://doi.org/10.3390/electronics14204078openalex-snapshot
Traffic Engineering Queue Optimization Models with Guaranteed Quality of Service Support
inferred← citeshttps://doi.org/10.4271/2026-99-1414openalex-snapshot
Safety Assessment Model for Airborne Time-Sensitive Networking Based on Analytic Hierarchy Process
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