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Temporal Characterization and Prediction of VR Traffic: A Network Slicing Use Case

https://doi.org/10.1109/tmc.2023.3282689

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What this work says

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

inferredcites →https://doi.org/10.1016/j.comcom.2021.06.029openalex-snapshot

A survey on 360-degree video: Coding, quality of experience and streaming

inferredcites →https://doi.org/10.1016/j.comcom.2022.03.006openalex-snapshot

Cloud-gaming: Analysis of Google Stadia traffic

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5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges

inferredcites →https://doi.org/10.1080/00031305.1984.10483185openalex-snapshot

The Double Exponential Distribution: Using Calculus to Find a Maximum Likelihood Estimator

inferredcites →https://doi.org/10.1080/03610918.2016.1202271openalex-snapshot

Robust linear regression: A review and comparison

inferredcites →https://doi.org/10.1109/38.250915openalex-snapshot

A conceptual virtual reality model

inferredcites →https://doi.org/10.1109/90.663939openalex-snapshot

A control-theoretic approach to adapting VBR compressed video for transport over a CBR communications channel

inferredcites →https://doi.org/10.1109/access.2018.2817288openalex-snapshot

Communication-Constrained Mobile Edge Computing Systems for Wireless Virtual Reality: Scheduling and Tradeoff

inferredcites →https://doi.org/10.1109/access.2019.2940435openalex-snapshot

ARMA-Prediction-Based Online Adaptive Dynamic Resource Allocation in Wireless Virtualized Network

inferredcites →https://doi.org/10.1109/access.2021.3113162openalex-snapshot

An Open Framework for Analyzing and Modeling XR Network Traffic

inferredcites →https://doi.org/10.1109/comst.2014.2363139openalex-snapshot

From QoS to QoE: A Tutorial on Video Quality Assessment

inferredcites →https://doi.org/10.1109/comst.2022.3158270openalex-snapshot

A Survey of Intelligent Network Slicing Management for Industrial IoT: Integrated Approaches for Smart Transportation, Smart Energy, and Smart Factory

inferredcites →https://doi.org/10.1109/globecom46510.2021.9685808openalex-snapshot

Virtual Reality Gaming on the Cloud: A Reality Check

inferredcites →https://doi.org/10.1109/icc.2019.8761907openalex-snapshot

Real-Time Network Slicing with Uncertain Demand: A Deep Learning Approach

inferredcites →https://doi.org/10.1109/icme.2008.4607528openalex-snapshot

Distortion estimation in CBR channel and its application for H.264 rate control

inferredcites →https://doi.org/10.1109/ieeestd.2021.9416950openalex-snapshot

IEEE Standard for Head-Mounted Display (HMD)-Based Virtual Reality(VR) Sickness Reduction Technology

inferredcites →https://doi.org/10.1109/infocom.2017.8057230openalex-snapshot

Mobile traffic forecasting for maximizing 5G network slicing resource utilization

inferredcites →https://doi.org/10.1109/itc3249928.2020.00027openalex-snapshot

Flexible Network Slicing Assisted 5G for Video Streaming with Effective and Efficient Isolation

inferredcites →https://doi.org/10.1109/jsac.2019.2933893openalex-snapshot

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach

inferredcites →https://doi.org/10.1109/jsac.2020.3041405openalex-snapshot

Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning

inferredcites →https://doi.org/10.1109/lcomm.2017.2701803openalex-snapshot

Hierarchical Matching Game for Service Selection and Resource Purchasing in Wireless Network Virtualization

inferredcites →https://doi.org/10.1109/mcom.001.2000753openalex-snapshot

Reliability-Aware Network Slicing in Elastic Demand Scenarios

inferredcites →https://doi.org/10.1109/mcom.2018.1701319openalex-snapshot

5G RAN Slicing for Verticals: Enablers and Challenges

inferredcites →https://doi.org/10.1109/mwc.001.2100338openalex-snapshot

AI-Native Network Slicing for 6G Networks

inferredcites →https://doi.org/10.1109/mwc.2019.1800234openalex-snapshot

An Overview of Network Slicing for 5G

inferredcites →https://doi.org/10.1109/ojvt.2020.2965100openalex-snapshot

AI-Assisted Network-Slicing Based Next-Generation Wireless Networks

inferredcites →https://doi.org/10.1109/surv.2013.010413.00071openalex-snapshot

A Survey of VBR Video Traffic Models

inferredcites →https://doi.org/10.1109/tccn.2018.2878028openalex-snapshot

Multi-Scale Hierarchical Resource Management for Wireless Network Virtualization

inferredcites →https://doi.org/10.1109/tcomm.2018.2850303openalex-snapshot

Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management

inferredcites →https://doi.org/10.1109/tcomm.2019.2900624openalex-snapshot

Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach

inferredcites →https://doi.org/10.1109/tip.2008.2001046openalex-snapshot

Iterative Rate-Distortion Optimization of H.264 With Constant Bit Rate Constraint

inferredcites →https://doi.org/10.1109/tnet.2019.2924471openalex-snapshot

RL-NSB: Reinforcement Learning-Based 5G Network Slice Broker

inferredcites →https://doi.org/10.1109/tnsm.2019.2923265openalex-snapshot

Resource Sharing Efficiency in Network Slicing

inferredcites →https://doi.org/10.1109/tvcg.2019.2899233openalex-snapshot

Implementation and Evaluation of a 50 kHz, $28\mu\mathrm{s}$ Motion-to-Pose Latency Head Tracking Instrument

inferredcites →https://doi.org/10.1109/vr.2009.4811041openalex-snapshot

Virtual Reality-Based Multi-View Visualization of Time-Dependent Simulation Data

inferredcites →https://doi.org/10.1109/vr.2017.7892302openalex-snapshot

Estimating the motion-to-photon latency in head mounted displays

inferredcites →https://doi.org/10.1109/vr46266.2020.00086openalex-snapshot

Simultaneous Run-Time Measurement of Motion-to-Photon Latency and Latency Jitter

inferredcites →https://doi.org/10.1109/wowmom54355.2022.00060openalex-snapshot

Temporal Characterization of XR Traffic with Application to Predictive Network Slicing

inferredcites →https://doi.org/10.1145/3139131.3139137openalex-snapshot

Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder

inferredcites →https://doi.org/10.1145/3209582.3209592openalex-snapshot

On the Theory of Function Placement and Chaining for Network Function Virtualization

inferredcites →https://doi.org/10.1145/3323679.3326521openalex-snapshot

RAN Resource Usage Prediction for a 5G Slice Broker

inferredcites →https://doi.org/10.1145/3458335.3460963openalex-snapshot

Dissecting cloud game streaming platforms regarding the impacts of video encoding and networking constraints on QoE

inferredcites →https://doi.org/10.1145/3460797.3460807openalex-snapshot

An ns-3 implementation of a bursty traffic framework for virtual reality sources

inferredcites →https://doi.org/10.1147/rd.434.0489openalex-snapshot

Single-pass constant- and variable-bit-rate MPEG-2 video compression

inferredcites →https://doi.org/10.1214/aos/1176345451openalex-snapshot

Gauss and the Invention of Least Squares

inferredcites →https://doi.org/10.2307/1913643openalex-snapshot

Regression Quantiles

inferredcites →https://doi.org/10.23919/cnsm52442.2021.9615562openalex-snapshot

An Analysis of Cloud Gaming Platforms Behavior under Different Network Constraints

inferredcites →https://doi.org/10.3390/electronics7090171openalex-snapshot

Time Sequential Motion-to-Photon Latency Measurement System for Virtual Reality Head-Mounted Displays

inferredcites →https://doi.org/10.3390/network1030015openalex-snapshot

A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow

inferredcites →https://doi.org/10.3390/s17051112openalex-snapshot

Photosensor-Based Latency Measurement System for Head-Mounted Displays

inferredcites →https://doi.org/10.3390/s21041387openalex-snapshot

Measuring Key Quality Indicators in Cloud Gaming: Framework and Assessment Over Wireless Networks

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.4717963openalex-extracted

Experimental Evaluation of Interactive Edge/Cloud Virtual Reality Gaming Over Wi-Fi Using Unity Render Streaming

inferred← citeshttps://doi.org/10.1016/j.comcom.2025.108368openalex-snapshot

Cooperative access resource orchestration for extended reality services in spatially dense scenarios

inferred← citeshttps://doi.org/10.1016/j.future.2025.107971openalex-snapshot

AI-driven orchestration at scale: Estimating service metrics on national-wide testbeds

inferred← citeshttps://doi.org/10.1109/access.2025.3599356openalex-snapshot

Unleashing AI-Empowered Slices on Mobile Networks for Natively Cognitive Service Delivery

inferred← citeshttps://doi.org/10.1109/bmsb62888.2024.10608350openalex-snapshot

NSM2: Network Slice Management and Monitoring Using Machine Learning For AR/VR Applications

inferred← citeshttps://doi.org/10.1109/cac63892.2024.10864550openalex-snapshot

Modeling and evaluation design of heterogeneous media networks considering quality of experience

inferred← citeshttps://doi.org/10.1109/gcwkshp64532.2024.11100806openalex-snapshot

Spatio-Temporal Traffic Prediction Using Crossover Attention for Communications and Networking

inferred← citeshttps://doi.org/10.1109/globecom54140.2023.10437897openalex-snapshot

Transfer Learning for Online Prediction of Virtual Reality Cloud Gaming Traffic

inferred← citeshttps://doi.org/10.1109/icc52391.2025.11161982openalex-snapshot

Modeling Virtual Reality Traffic with Head Movement in Remote Rendering

inferred← citeshttps://doi.org/10.1109/iscc61673.2024.10733604openalex-snapshot

Quality of Experience for immersive media: from content creation to rendering

inferred← citeshttps://doi.org/10.1109/ispa58351.2023.10279378openalex-snapshot

The EXtended Reality Quality Riddle: A Technological and Sociological Survey

inferred← citeshttps://doi.org/10.1109/jiot.2025.3567111openalex-snapshot

A Unified QoS-Aware Multiplexing Framework for Next-Generation Immersive Communication With Legacy Wireless Applications

inferred← citeshttps://doi.org/10.1109/jiot.2025.3633587openalex-snapshot

Mobility-Aware Resource Provisioning for Edge-Assisted Extended Reality Services

inferred← citeshttps://doi.org/10.1109/jsac.2026.3655307openalex-snapshot

Delay-Reliability Aware Downlink Scheduling for Multi-Sensory Immersive Extended Reality in NextG

inferred← citeshttps://doi.org/10.1109/ojcoms.2024.3409472openalex-snapshot

How to Model Cloud VR: An Empirical Study of Features That Matter

inferred← citeshttps://doi.org/10.1109/tmc.2023.3326893openalex-snapshot

An eXtended Reality Offloading IP Traffic Dataset and Models

inferred← citeshttps://doi.org/10.1109/tmlcn.2025.3555975openalex-snapshot

Spatio-Temporal Predictive Learning Using Crossover Attention for Communications and Networking Applications

inferred← citeshttps://doi.org/10.1109/twc.2026.3668104openalex-snapshot

Statistical Analysis and End-to-End Performance Evaluation of Traffic Models for Automotive Data

inferred← citeshttps://doi.org/10.1109/vr59515.2025.00032openalex-snapshot

Movement- and Traffic-based User Identification in Commercial Virtual Reality Applications: Threats and Opportunities

inferred← citeshttps://doi.org/10.1109/wcnc61545.2025.10978784openalex-snapshot

Service-Aware Maximum Likelihood-Based Network Slicing for Live Low-Latency Streaming

inferred← citeshttps://doi.org/10.1145/3625468.3652187openalex-snapshot

Questset

inferred← citeshttps://doi.org/10.1145/3625468.3652190openalex-snapshot

Boston Twin

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3310980/v1openalex-snapshot

Metaverse in Multimedia Gaming: Quality of Experience (QoE) Challenges and Standards Requirements for Immersive Media Consumption

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