Soumaya Cherkaoui

Orcid: 0000-0001-6140-770X

Affiliations:
  • University of Sherbrooke, INTERLAB Research Laboratory, Canada


According to our database1, Soumaya Cherkaoui authored at least 185 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Successive data injection in conditional quantum GAN applied to time series anomaly detection.
IET Quantum Commun., September, 2024

Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting.
IEEE Trans. Cogn. Commun. Netw., August, 2024

Open RAN Slicing for MVNOs With Deep Reinforcement Learning.
IEEE Internet Things J., May, 2024

Statistical privacy protection for secure data access control in cloud.
J. Inf. Secur. Appl., 2024

LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder.
CoRR, 2024

QuaCK-TSF: Quantum-Classical Kernelized Time Series Forecasting.
CoRR, 2024

MistralBSM: Leveraging Mistral-7B for Vehicular Networks Misbehavior Detection.
CoRR, 2024

FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles.
CoRR, 2024

Federated Learning-based MARL for Strengthening Physical-Layer Security in B5G Networks.
Proceedings of the IEEE International Conference on Communications, 2024

Fortifying Open RAN Security with Zero Trust Architecture and Transformers.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Guest Editorial Digital Twins for Mobile Networks - Part II.
IEEE J. Sel. Areas Commun., November, 2023

SoftCaching: A framework for caching node selection and routing in Software-Defined Information Centric Internet of Things.
Comput. Networks, November, 2023

Multi-tasking Federated Learning meets Blockchain to Foster Trust and Security in the Metaverse.
Ad Hoc Networks, November, 2023

Guest Editorial Digital Twins for Mobile Networks - Part I.
IEEE J. Sel. Areas Commun., October, 2023

Simulation and Performance Evaluation of a Bio-Inspired Nanogenerator for Medical Applications.
IEEE Trans. Biomed. Eng., September, 2023

Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning.
IEEE Commun. Stand. Mag., March, 2023

Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks.
IEEE Commun. Mag., February, 2023

Empowering Security and Trust in 5G and Beyond: A Deep Reinforcement Learning Approach.
IEEE Open J. Commun. Soc., 2023

User trajectory prediction in mobile wireless networks using quantum reservoir computing.
IET Quantum Commun., 2023

Quantum Leap: Exploring the Potential of Quantum Machine Learning for Communication Networks.
Proceedings of the Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2023

Performance Optimization of Energy-Harvesting Underlay Cognitive Radio Networks Using Reinforcement Learning.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

Federated Learning Meets Blockchain to Secure the Metaverse.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

Securing Overlay Cognitive Radio Networks Over Cascaded Channels with Energy Harvesting.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Digital Twin and DRL-Driven Semantic Dissemination for 6G Autonomous Driving Service.
Proceedings of the IEEE Global Communications Conference, 2023

Leveraging Graph Theory for Efficient Cache Policy Design in $360^{\circ}$ Video Streaming.
Proceedings of the IEEE Global Communications Conference, 2023

Strengthening Open Radio Access Networks: Advancing Safeguards Through ZTA and Deep Learning.
Proceedings of the IEEE Global Communications Conference, 2023

Enhancing Open RAN Security with Zero Trust and Machine Learning.
Proceedings of the IEEE Global Communications Conference, 2023

RL-Based Adaptive Duty Cycle Scheduling in WSN-Based IoT Nets.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Federated Learning and Proactive Computation Reuse at the Edge of Smart Homes.
IEEE Trans. Netw. Sci. Eng., 2022

Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model.
IEEE Trans. Netw. Sci. Eng., 2022

Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services.
IEEE Trans. Netw. Sci. Eng., 2022

Modeling Self-Assembly of Polymer-Based Wired Nano-Communication Channel.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2022

Clustered Vehicular Federated Learning: Process and Optimization.
IEEE Trans. Intell. Transp. Syst., 2022

Deep Deterministic Policy Gradient to Minimize the Age of Information in Cellular V2X Communications.
IEEE Trans. Intell. Transp. Syst., 2022

Data-Aware Device Scheduling for Federated Edge Learning.
IEEE Trans. Cogn. Commun. Netw., 2022

Service Function Chaining in MEC: A Mean-Field Game and Reinforcement Learning Approach.
IEEE Syst. J., 2022

How Far Can We Go in Compute-less Networking: Computation Correctness and Accuracy.
IEEE Netw., 2022

Complementing IoT Services Using Software-Defined Information Centric Networks: A Comprehensive Survey.
IEEE Internet Things J., 2022

Federated Learning for RAN Slicing in Beyond 5G Networks.
CoRR, 2022

Unsupervised Data Splitting Scheme for Federated Edge Learning in IoT Networks.
CoRR, 2022

An Overview of Blockchain and 5G Networks.
CoRR, 2022

Matching-based Service Offloading for Compute-less Driven IoT Networks.
CoRR, 2022

Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X.
Proceedings of the Ubiquitous Networking - 8th International Symposium, 2022

Performance of PHY/MAC Cross-Layer Design for Next-Generation V2X Applications.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022

Performance of Radio Access Technologies for Next Generation V2VRU Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Collaborative Computation Offloading and Resource Allocation in Satellite Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2022

Toward Secure and Private Federated Learning for IoT using Blockchain.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning.
IEEE Wirel. Commun., 2021

PHY layer enhancements for next generation V2X communication.
Veh. Commun., 2021

Federated Edge Learning: Design Issues and Challenges.
IEEE Netw., 2021

Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT.
IEEE Netw., 2021

Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles.
IEEE Netw., 2021

Research Landscape - 6G Networks Research in Europe.
IEEE Netw., 2021

Massive IoT Access With NOMA in 5G Networks and Beyond Using Online Competitiveness and Learning.
IEEE Internet Things J., 2021

Resource Provisioning in Edge Computing for Latency-Sensitive Applications.
IEEE Internet Things J., 2021

"Chatty Devices" and edge-based activity classification.
Discov. Internet Things, 2021

A Network-based Compute Reuse Architecture for IoT Applications.
CoRR, 2021

Network slicing for vehicular communications: a multi-agent deep reinforcement learning approach.
Ann. des Télécommunications, 2021

IEEE Access Special Section Editorial: Flying Ad Hoc Networks: Challenges, Potentials, Future Applications, and Way Forward.
IEEE Access, 2021

On 5G-V2X Use Cases and Enabling Technologies: A Comprehensive Survey.
IEEE Access, 2021

Data-Quality Based Scheduling for Federated Edge Learning.
Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks.
Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

Towards a Scalable and Trustworthy Blockchain: IoT Use Case.
Proceedings of the ICC 2021, 2021

Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks.
Proceedings of the ICC 2021, 2021

Towards a Secure and Reliable Federated Learning using Blockchain.
Proceedings of the IEEE Global Communications Conference, 2021

Mean-Field Game and Reinforcement Learning MEC Resource Provisioning for SFC.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Preemptive SDN Load Balancing With Machine Learning for Delay Sensitive Applications.
IEEE Trans. Veh. Technol., 2020

Context-Aware Adaptive Remote Access for IoT Applications.
IEEE Internet Things J., 2020

Design and Evaluation of a Receiver for Wired Nano-Communication Networks.
CoRR, 2020

A Physical Channel Model for Wired Nano-Communication Networks.
CoRR, 2020

Massive Access in Beyond 5G IoT Networks with NOMA: NP-hardness, Competitiveness and Learning.
CoRR, 2020

Multi-Access Edge Computing: A Survey.
IEEE Access, 2020

Electrical Load Forecasting Using Edge Computing and Federated Learning.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Toward a Wired Ad Hoc Nanonetwork.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Open Source Platform for Extended Perception Using Communications and Machine Learning on a Small-Scale Vehicular Testbed.
Proceedings of the Global Information Infrastructure and Networking Symposium, 2020

2019
A Game Theory Based Efficient Computation Offloading in an UAV Network.
IEEE Trans. Veh. Technol., 2019

Performance Enhancement of Diffusion-based Molecular Communication with Photolysis.
CoRR, 2019

Design Optimization of a MIMO Receiver for Diffusion-based Molecular Communication.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Design and Evaluation of Self-Assembled Actin-Based Nano-Communication.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Prediction-Based Switch Migration Scheduling for SDN Load Balancing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Context-Aware Adaptive Authentication and Authorization in Internet of Things.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Resources Representation for Resource Allocation in Fog Computing Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Privacy preserving fine-grained location-based access control for mobile cloud.
Comput. Secur., 2018

IEEE ACCESS Special Section Editorial: Energy Harvesting and Scavenging: Technologies, Algorithms, and Communication Protocols.
IEEE Access, 2018

Enhancing Signal Strength and ISI-Avoidance of Diffusion-based Molecular Communication.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

SDN Controller Assignment and Load Balancing with Minimum Quota of Processing Capacity.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Matching-Game for User-Fog Assignment.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Guest Editorial: Heterogeneous Vehicular Networking.
Veh. Commun., 2017

Dynamic Hierarchical Aggregation for Vehicular Sensing.
IEEE Trans. Intell. Transp. Syst., 2017

Secure Optimal Itinerary Planning for Electric Vehicles in the Smart Grid.
IEEE Trans. Ind. Informatics, 2017

Vehicle Software Updates Distribution with SDN and Cloud Computing.
IEEE Commun. Mag., 2017

Controlling cloud data access privilege: Cryptanalysis and security enhancement.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

A many-to-many matching game in ultra-dense LTE HetNets.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Smart charge scheduling for EVs based on two-way communication.
Proceedings of the IEEE International Conference on Communications, 2017

MAP: Contention-free MAC protocol for VANETs with PLNC.
Proceedings of the IEEE International Conference on Communications, 2017

An M2M Access Management Scheme for Electrical Vehicles.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Intelligent Route Guidance for Electric Vehicles in the Smart Grid.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Secure Communication Scheme for Electric Vehicles in the Smart Grid.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Three dimensional compressed sensing for wireless networks-based multiple node localization in multi-floor buildings.
Wirel. Commun. Mob. Comput., 2016

Optimal selection of aggregation locations for participatory sensing by mobile cyber-physical systems.
Comput. Commun., 2016

IEEE Access Special Section Editorial: The Plethora of Research in Internet of Things (IoT).
IEEE Access, 2016

On Enhancing Technology Coexistence in the IoT Era: ZigBee and 802.11 Case.
IEEE Access, 2016

An Optimized Flow Allocation in Vehicular Cloud.
IEEE Access, 2016

Setting up an extended perception in a vehicular network environment: A proof of concept.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

A distributed D-hop cluster formation for VANET.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Reducing Energy Consumption for Reconfiguration in Cloud Data Centers.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

Link Activation with Parallel Interference Cancellation in Multi-Hop VANET.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

Resource Allocation for Delay Sensitive Applications in Mobile Cloud Computing.
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

DCEV: A distributed cluster formation for VANET based on end-to-end realtive mobility.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

Studying the impact of DSRC penetration rate on lane changing advisory application.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

A distributed cluster based transmission scheduling in VANET.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

E-NC: PSO based enforced network coding in vehicular networks.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

Adaptive 802.15.4 backoff procedure to survive coexistence with 802.11 in extreme conditions.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

K-anonymous location-based fine-grained access control for mobile cloud.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015
Multi-priority queuing for electric vehicles charging at public supply stations with price variation.
Wirel. Commun. Mob. Comput., 2015

DMAP: Density Map Service in City Environments.
IEEE Trans. Intell. Transp. Syst., 2015

Analytic Modeling of the Coexistence of IEEE 802.15.4 and IEEE 802.11 in Saturation Conditions.
IEEE Commun. Lett., 2015

On-Move 2015.
Proceedings of the 40th IEEE Local Computer Networks Conference Workshops, 2015

M-PNC: Multi-hop physical layer network coding for shared paths in vehicular networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Hierarchical aggregation for delay-sensitive vehicular sensing.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Guidance model for EV charging service.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

On Channel Reuse for Cloud Network Users.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Investigating the Use of Message Reneging in Multi-hop 802.11p VANETs.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
About Deterministic and non-Deterministic Vehicular Communications over DSRC/802.11p.
Wirel. Commun. Mob. Comput., 2014

Overhead-free congestion control and data dissemination for 802.11p VANETs.
Veh. Commun., 2014

On improving delay performance of IEEE 802.11p vehicular safety communication.
Int. J. Auton. Adapt. Commun. Syst., 2014

Improved multi-channel operation for safety messages dissemination in vehicular networks.
Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

A novel vehicular sensing framework for smart cities.
Proceedings of the IEEE 39th Conference on Local Computer Networks, 2014

Congestion control in vehicular networks using network coding.
Proceedings of the IEEE International Conference on Communications, 2014

Optimal selection of aggregation locations for urban sensing.
Proceedings of the IEEE International Conference on Communications, 2014

RMDS: Relevance-based messages dissemination scheme for 802.11p VANETs.
Proceedings of the IEEE International Conference on Communications, 2014

RSU cloud and its resource management in support of enhanced vehicular applications.
Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

Scheduling protocol with load managementfor EV charging.
Proceedings of the IEEE Global Communications Conference, 2014

Inter street interference cancelation in urban vehicular networks using network coding.
Proceedings of the IEEE Global Communications Conference, 2014

Density Map Service in VANETs City Environments.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 13th International Conference, 2014

2013
Modulation network coding.
IET Commun., 2013

Enhancing safety messages dissemination over 802.11p/DSRC.
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, Sydney, Australia, October 21-24, 2013, 2013

Queuing model for EVs charging at public supply stations.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Advanced scheduling protocol for electric vehicle home charging with time-of-use pricing.
Proceedings of IEEE International Conference on Communications, 2013

Pedestrian collision avoidance in vehicular networks.
Proceedings of IEEE International Conference on Communications, 2013

2012
Mac for Physical-Layer Network Coding in VANETs.
Int. J. Bus. Data Commun. Netw., 2012

A two-way communication scheme for vehicles charging control in the smart grid.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

MUDDS: Multi-metric Unicast Data Dissemination Scheme for 802.11p VANETs.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

Reliable broadcasting in VANETs using Physical-Layer Network Coding.
Proceedings of the International Conference on Communications and Information Technology, 2012

On supporting mobile peer to mobile peer communications.
Proceedings of IEEE International Conference on Communications, 2012

Toward neighborhood prediction using Physical-Layer Network Coding.
Proceedings of IEEE International Conference on Communications, 2012

3D compressive sensing for nodes localization in WNs based on RSS.
Proceedings of IEEE International Conference on Communications, 2012

Analytical transmit power adjustment in cooperative vehicle safety systems.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Decision-Making Assistance in Engineering-Change Management Process.
IEEE Trans. Syst. Man Cybern. Part C, 2011

Improved Inter-Network Handover for Highly Mobile Users and Vehicular Networks.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Detecting faulty and malicious vehicles using rule-based communications data mining.
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011

Wireless technology agnostic real-time localization in urban areas.
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011

Deterministic access for DSRC/802.11p vehicular safety communication.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

On using compressive sensing for vehicular traffic detection.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Statistical Modeling of the Physical-Layer Network Coding in Time-Varying Two-Way Relay Channels.
Proceedings of IEEE International Conference on Communications, 2011

Interoperability between Deterministic and Non-Deterministic Vehicular Communications over DSRC/802.11p.
Proceedings of the Global Communications Conference, 2011

Toward a Network Coding Constellation for Two-Way Relay Node Channels.
Proceedings of the Global Communications Conference, 2011

2010
Performance analysis of secure on-demand services for wireless vehicular networks.
Secur. Commun. Networks, 2010

Handling handovers in vehicular communications using an IEEE 802.11p model in NS-2.
Int. J. Ultra Wideband Commun. Syst., 2010

A secure service architecture to support wireless vehicular networks.
Int. J. Auton. Adapt. Commun. Syst., 2010

Intelligent QoS management for multimedia services support in wireless mobile ad hoc networks.
Comput. Networks, 2010

Received Signal Compensation-Based Position Estimation of Outdoor RFID Nodes.
Proceedings of the Global Communications Conference, 2010

2009
Toward Neural Networks Solution for Multimedia Support in Mobile Ad hoc Networks.
J. Networks, 2009

Managing rescue and relief operations using wireless mobile ad hoc technology, the best way?
Proceedings of the 34th Annual IEEE Conference on Local Computer Networks, 2009

The 3rd IEEE LCN Workshop on User MObility and Vehicular Networks (ON-MOVE 2009).
Proceedings of the 34th Annual IEEE Conference on Local Computer Networks, 2009

Provisioning of On-Demand Services in Vehicular Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Agent-based assistance for engineering change management: An implementation prototype.
Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design, 2009

2008
IEEE 802.11p modeling in NS-2.
Proceedings of the LCN 2008, 2008

Mobility management for highly mobile users and vehicular networks in heterogeneous environments.
Proceedings of the LCN 2008, 2008

2007
An AAA Study for Service Provisioning in Vehicular Networks.
Proceedings of the 32nd Annual IEEE Conference on Local Computer Networks (LCN 2007), 2007

2006
Simulating Realistic Urban Scenarios for Ad Hoc Networks.
Int. J. Bus. Data Commun. Netw., 2006

Multiple Description and Multi-Path Routing for Robust Voice Transmission over Ad Hoc Networks.
Proceedings of the 2006 IEEE International Conference on Wireless and Mobile Computing, 2006

MSBR: a multi-path routing approach based on end-to-end reliability.
Proceedings of the Q2SWinet'06, 2006

Engineering Change Management and Decision-Making Assistance using Software Agent.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
FuzzyCCG: a fuzzy logic QoS approach for congestiosn control in wireless ad hoc networks.
Proceedings of the Q2SWinet'05, 2005

A Fuzzy Petri Nets QoS Model for Wireless AD Hoc Networks.
Proceedings of the Intelligence in Communication Systems, 2005

Advanced Mobility Models for Ad Hoc Network Simulations.
Proceedings of the Systems Communications 2005 (ICW / ICHSN / ICMCS / SENET 2005), 2005

2004
Flexible QoS Routing Protocol for Mobile Ad Hoc Network.
Proceedings of the Telecommunications and Networking, 2004

2003
Experimenting with Feature Interaction Management in SIP Environment.
Telecommun. Syst., 2003

A Multi-Agent Architecture for Automated Product Technical Specifications Verification in CAD Environments.
Trans. SDPS, 2003

New Management Methods for Feature and Preference Interactions.
Proceedings of the Management of Multimedia Networks and Services, 2003

Conceptual Foundations of User Preference Modeling.
Proceedings of the Network Control and Engineering for QoS, 2003

2002
A Multi-agent Architecture for Automated Product Technical Specification Verification in CAD Environments.
Proceedings of the Seventh International Conference on CSCW in Design, 2002

2001
Use of Agents for Resolving Feature Interactions.
Proceedings of the Mobile Agents for Telecommunication Applications, 2001


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