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Kamal Ghoumid - IEEE Xplore Author Profile
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Kamal Ghoumid

Publications
25
Citations
258
Publications by Year
20102025
Co-Authors:
Show All Co-Authors (48)
Image of author Kamal Ghoumid

Kamal Ghoumid

Affiliation

Mohammed First University, Oujda, Morocco

Publication Topics

Biography

Kamal Ghoumid received the Ph.D. degree from the University of Franche-Comté, Besançon, France, in 2008.,He was a Postdoctoral Researcher with the Institut Jean Lamour of University of Henri Poincaré, Nancy, France, in 2009. He taught at the ENSA School, Oujda, Morocco. Since 2010, he has been with the LOPMD Laboratory of the Institut FEMTO-ST, France. He also has experience in the research areas of photonic crystals, electro-optic signal processing, and integrated optic components in the field of telecommunications. His research interests are the Pirani vacuum surface-acoustic-wave sensor.(Based on document published on 11 October 2010).
Publications
25
Citations
258
Publications by Year
20102025
Co-Authors:
Show All Co-Authors (48)
Author's Published Works

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AI-Driven Optimization of Low-Energy IoT Protocols for Scalable and Efficient Smart Healthcare Systems

Salma Rattal;Abdelmajid Badri;Mohamed Moughit;El Miloud Ar-Reyouchi;Kamal Ghoumid

IEEE Access
Year: 2025 | Volume: 13 | Journal Article |
The Internet of Things (IoT) promises a hyperconnected world, integrating billions of devices across various domains, including smart healthcare systems. Central to this connectivity are low-energy communication protocols, essential for prolonging the battery life of resource-constrained IoT devices and ensuring efficient data exchange. This paper introduces a novel AI-driven optimization framewor...Show More

AI-Driven Optimization of Low-Energy IoT Protocols for Scalable and Efficient Smart Healthcare Systems

Salma Rattal;Abdelmajid Badri;Mohamed Moughit;El Miloud Ar-Reyouchi;Kamal Ghoumid

Year: 2025 | Volume: 13 | Journal Article |

Transforming Energy Efficiency in IoMT: Advanced Modulation Strategies for Sustainable Wireless Medical Sensor Networks

Ayoub Hadj Sadek;Salma Rattal;Gunjan Varshney;El Miloud Ar-Reyouchi;Kamal Ghoumid

2024 5th International Conference on Data Intelligence and Cognitive Informatics (ICDICI)
Year: 2024 | Conference Paper |
Cited by: Papers (1)
The investigation focuses on advanced modulation strategies to optimize energy efficiency in Wireless Medical Sensor Networks (WMSNs) within the Internet of Medical Things (IoMT). The study addresses the balance between energy consumption and spectral efficiency, specifically targeting challenges associated with WMSN deployment in critical healthcare applications. The analysis rigorously evaluates...Show More

Transforming Energy Efficiency in IoMT: Advanced Modulation Strategies for Sustainable Wireless Medical Sensor Networks

Ayoub Hadj Sadek;Salma Rattal;Gunjan Varshney;El Miloud Ar-Reyouchi;Kamal Ghoumid

Year: 2024 | Conference Paper |

A Perfect Challenge to Select the Ideal Virus Vaccine Using a New Potent Hierarchical Algorithm in a Smart Laboratory

El Miloud Ar-Reyouchi;Gunjan Varshney;Kamal Ghoumid;Fabien Picaud;Guillaume Herlem;Ahmed Mostefaoui;Réda Yahiaoui

IEEE Access
Year: 2023 | Volume: 11 | Journal Article |
Cited by: Papers (2)
Improving the bit error rate (BER) in dense wireless medical sensor networks (WMSNs) using small areas is challenging. Ensuring the relay of big data in healthcare, such as human virus vaccine signs, is always a huge challenge. This paper proposes a new potent hierarchical algorithm (PHA) for controlling several vaccine types in real-time using a uniquely challenging laboratory before being recomm...Show More

A Perfect Challenge to Select the Ideal Virus Vaccine Using a New Potent Hierarchical Algorithm in a Smart Laboratory

El Miloud Ar-Reyouchi;Gunjan Varshney;Kamal Ghoumid;Fabien Picaud;Guillaume Herlem;Ahmed Mostefaoui;Réda Yahiaoui

Year: 2023 | Volume: 11 | Journal Article |

Optimized Reception Sensitivity of WBAN Sensors Exploiting Network Coding and Modulation Techniques in an Advanced NB-IoT

El Miloud Ar-Reyouchi;Kamal Ghoumid;Réda Yahiaoui;Omar Elmazria

IEEE Access
Year: 2022 | Volume: 10 | Journal Article |
Cited by: Papers (12)
The sensitivity of the maximum useable data is the most significant characteristic that describes the quality of the Narrowband Internet of Things (NB-IoT) of Medical sensors (MS) receivers. It becomes the most important performance factor in mobile wireless communication networks, particularly wireless body area networks (WBAN). Our interest is in level sensitivity using modulation techniques and...Show More

Optimized Reception Sensitivity of WBAN Sensors Exploiting Network Coding and Modulation Techniques in an Advanced NB-IoT

El Miloud Ar-Reyouchi;Kamal Ghoumid;Réda Yahiaoui;Omar Elmazria

Year: 2022 | Volume: 10 | Journal Article |

Protocol Wireless Medical Sensor Networks in IoT for the Efficiency of Healthcare

El Miloud Ar-Reyouchi;Kamal Ghoumid;Doha Ar-Reyouchi;Salma Rattal;Réda Yahiaoui;Omar Elmazria

IEEE Internet of Things Journal
Year: 2022 | Volume: 9, Issue: 13 | Journal Article |
Cited by: Papers (24)
In this article, a new medical communication scheme, protocol wireless medical sensor networks for the efficiency of healthcare (PWMSN4EoCH), shorten by (PEH), which uses hasty strategy and random network coding (RNC), is proposed. The new concept improves the performance of the healthcare network. It quickly analyzes the medical network description, focusing on some basic parameters for narrowban...Show More

Protocol Wireless Medical Sensor Networks in IoT for the Efficiency of Healthcare

El Miloud Ar-Reyouchi;Kamal Ghoumid;Doha Ar-Reyouchi;Salma Rattal;Réda Yahiaoui;Omar Elmazria

Year: 2022 | Volume: 9, Issue: 13 | Journal Article |

An Accelerated End-to-End Probing Protocol for Narrowband IoT Medical Devices

El Miloud Ar-Reyouchi;Kamal Ghoumid;Doha Ar-Reyouchi;Salma Rattal;Réda Yahiaoui;Omar Elmazria

IEEE Access
Year: 2021 | Volume: 9 | Journal Article |
Cited by: Papers (15)
In this study, a narrowband internet of things (NB-IoT) medical device (MD) was presented. We consider a wireless communication system where the multi-hop sources shared the downlink and uplink resources to probe and control hospital patients' MDs.A multicast data packet was distributed over the multi-hop MD networks, and a random linear network coding approach was applied in the source instead of...Show More

An Accelerated End-to-End Probing Protocol for Narrowband IoT Medical Devices

El Miloud Ar-Reyouchi;Kamal Ghoumid;Doha Ar-Reyouchi;Salma Rattal;Réda Yahiaoui;Omar Elmazria

Year: 2021 | Volume: 9 | Journal Article |

A Comprehensive Survey on the E2E 5G Network Slicing Model

Mohammed Chahbar;Gladys Diaz;Abdulhalim Dandoush;Christophe Cérin;Kamal Ghoumid

IEEE Transactions on Network and Service Management
Year: 2021 | Volume: 18, Issue: 1 | Journal Article |
Cited by: Papers (113)
Today, the Network Slicing technology is massively addressed by the research community. However, Network Slice (NS) modelling details from Standards Developing Organizations (SDOs) are not yet well considered for End-to-End (E2E) NS implementations. In addition, each SDO develops standards targeting only a specific part of the NS architecture. Therefore, based on a profound analysis of the major e...Show More

A Comprehensive Survey on the E2E 5G Network Slicing Model

Mohammed Chahbar;Gladys Diaz;Abdulhalim Dandoush;Christophe Cérin;Kamal Ghoumid

Year: 2021 | Volume: 18, Issue: 1 | Journal Article |

NESSMA: Network Slice Subnet Management Framework

Mohammed Chahbar;Gladys Diaz;Abdulhalim Dandoush;Christophe Cérin;Kamal Ghoumid

2019 10th International Conference on Networks of the Future (NoF)
Year: 2019 | Conference Paper |
Cited by: Papers (2)
Network Slicing is becoming a mature technology in recent years due to the continuous efforts conducted by the standards organizations, academic units and operators. However, current Network Slice (NS) demonstrations are not fully aligned with the ongoing standardization activities, particularly with the Network Slice Subnet Management Function (NSSMF) defined by 3GPP. This paper provides a novel ...Show More

NESSMA: Network Slice Subnet Management Framework

Mohammed Chahbar;Gladys Diaz;Abdulhalim Dandoush;Christophe Cérin;Kamal Ghoumid

Year: 2019 | Conference Paper |

Performance enhancement of wireless sensor networks using an efficient coding approach

Youssra Chatei;Imane Maslouhi;Kamal Ghoumid;El Miloud Ar-reyouchi

2018 6th International Conference on Multimedia Computing and Systems (ICMCS)
Year: 2018 | Conference Paper |
Cited by: Papers (1)
The Random Linear Network Coding (RLNC) has been investigated as a promising solution for improve transmission reliability; however, it is highly susceptible to errors. In wireless sensor networks (WSN), The problem resemblance to a column vector on the generator matrix of Low-Density Parity-Check (LDPC) matrix is caused by the important similarity between received symbols from the cluster head (C...Show More

Performance enhancement of wireless sensor networks using an efficient coding approach

Youssra Chatei;Imane Maslouhi;Kamal Ghoumid;El Miloud Ar-reyouchi

Year: 2018 | Conference Paper |

Narrow-band channel spacing frequencies metric in one-hop wireless mesh networks

Youssra Chatei;Kamal Ghoumid;El Miloud Ar-reyouchi

2017 2nd International Conference on Communication and Electronics Systems (ICCES)
Year: 2017 | Conference Paper |
Cited by: Papers (6)
In narrowband, a Radio spectrum is very limited. In order to be able to communicate more effectively, every user of radio spectrum needs a channel. These channels are often differentiated by their frequency, a radio frequency (RF) channel has frequency bandwidth or channel spacing. In this paper, we analyze the packet length effect on the resulting bitrate, forwarding time and modulation rate vers...Show More

Narrow-band channel spacing frequencies metric in one-hop wireless mesh networks

Youssra Chatei;Kamal Ghoumid;El Miloud Ar-reyouchi

Year: 2017 | Conference Paper |

Multi-band radio over fiber system using polarization multiplexed wireless MIMO signals

Moussa El Yahyaoui;Ali El Moussati;Kamal Ghoumid;Jamal Zaidouni

2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
The users need more flexibility access network and high throughput using wired or wireless connection. Moreover, Wireless Local Area Network (WLAN) can work in different bands at carrier frequency 2.4 GHz, 5 GHz or 60 GHz. To offer such variety, we propose a multiservice system using Radio over Fiber (RoF) technology, which can transport wired Base Band (BB), 5 GHz Multi Input Multiple Output (MIM...Show More

Multi-band radio over fiber system using polarization multiplexed wireless MIMO signals

Moussa El Yahyaoui;Ali El Moussati;Kamal Ghoumid;Jamal Zaidouni

Year: 2017 | Conference Paper |

Improvement of BER and transmission performance by optimizing parameters of high index modulation filters

Amina Ghadban;Kamal Ghoumid;Ali El Moussati;Jamal Zaidouni;El Miloud Ar-Reyouchi

2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
Year: 2017 | Conference Paper |
Cited by: Papers (2)
In this paper the importance and the impact of the optimization of the parameters which are involved in the design of high index modulation filtering function are clearly demonstrated. On the basis of theoretical study and experimental measurements, we have shown that from a certain number of periods or a certain corrugation of refraction index which give a maximum gain of the filter, it is useles...Show More

Improvement of BER and transmission performance by optimizing parameters of high index modulation filters

Amina Ghadban;Kamal Ghoumid;Ali El Moussati;Jamal Zaidouni;El Miloud Ar-Reyouchi

Year: 2017 | Conference Paper |

Power Quality command and control systems in Wireless Renewable Energy Networks

Maria Hammouti;El Miloud Ar-reyouchi;Kamal Ghoumid

2016 International Renewable and Sustainable Energy Conference (IRSEC)
Year: 2016 | Conference Paper |
Cited by: Papers (7)
Command and control in real time of renewable energy are a fast-growing trend. The development of communication platform uses energy management software (Power studio technology) as a basis design for an overall system. The proposed prototype constructs Power Quality Analyzer. The main central control system will acquire data from the remote renewable energy system. All necessary monitor data incl...Show More

Power Quality command and control systems in Wireless Renewable Energy Networks

Maria Hammouti;El Miloud Ar-reyouchi;Kamal Ghoumid

Year: 2016 | Conference Paper |

Coupled selective electromagnetic waves in 1D photonic crystal with two planar cavities

Amina Ghadban;Kamal Ghoumid;Afaf Bouzidi;Driss Bria

2016 5th International Conference on Multimedia Computing and Systems (ICMCS)
Year: 2016 | Conference Paper |
Cited by: Papers (5)
In this paper, the Green function approach is used to study the propagation of electromagnetic waves through a finite photonic crystal containing two similar flat cavities. The effects of the layers thicknesses cavities and their positions on the transmission spectra are studied. The results show the occurrence of selective electromagnetic modes (one or more) in the band gaps of the periodic photo...Show More

Coupled selective electromagnetic waves in 1D photonic crystal with two planar cavities

Amina Ghadban;Kamal Ghoumid;Afaf Bouzidi;Driss Bria

Year: 2016 | Conference Paper |

Reflectivity- losses compromise on the basis of a Bragg filter with high index modulation

Abdelaziz Ouariach;Amina Ghadbane;Kamal Ghoumid;Rachid Malek;Abdelkrim Nougaoui

2016 International Conference on Electrical and Information Technologies (ICEIT)
Year: 2016 | Conference Paper |
Cited by: Papers (1)
In this article the authors explain the necessary compromise that should be attained between gain and losses by examining the impact of corrugation depth 1 on the reflectivity R and the losses of a Bragg Gratings-based optical filter, achieved by the technique of Focused Ion Beam (FIB). We demonstrate that if an optimal corrugation depth is achieved the filtering function of the device gets a high...Show More

Reflectivity- losses compromise on the basis of a Bragg filter with high index modulation

Abdelaziz Ouariach;Amina Ghadbane;Kamal Ghoumid;Rachid Malek;Abdelkrim Nougaoui

Year: 2016 | Conference Paper |

The Powerful Combined Effect of Forward Error Correction and Automatic Repeat Request to Improve the Reliability in the Wireless Communications

El Miloud Ar Reyouchi;Youssra Chatei;Kamal Ghoumid;Ahmed Lichioui

2015 International Conference on Computational Science and Computational Intelligence (CSCI)
Year: 2015 | Conference Paper |
Cited by: Papers (11)
In this paper, we focus on efficient method for improving the reliability of data retransmission in real operational wireless communications. We analyze the effects of ACK (Acknowledge) and FEC (Forward Error Correction) on practical transmission performance of different message sizes. We propose a novel idea which allows quantifying and qualifying the reliability improvement in the network remote...Show More

The Powerful Combined Effect of Forward Error Correction and Automatic Repeat Request to Improve the Reliability in the Wireless Communications

El Miloud Ar Reyouchi;Youssra Chatei;Kamal Ghoumid;Ahmed Lichioui

Year: 2015 | Conference Paper |

A large scale IP Network Traffic matrix Estimation based on ANN: A comparison study on training algorithms

Choukri Benhamed;Slimane Mekaoui;Kamal Ghoumid

2015 4th International Conference on Electrical Engineering (ICEE)
Year: 2015 | Conference Paper |
Cited by: Papers (3)
The Traffic matrix Estimation of IP networks has become a research topic in this later 10 years, where several methods have been used to resolve this ill posed problem. This paper deals with the later and presents a comparison study on training algorithms in Artificial Neural Networks (ANN) method, namely the BFGS Quasi-Newton; the Levenberg-Marquardt and Bayesian Regularization algorithms, which ...Show More

A large scale IP Network Traffic matrix Estimation based on ANN: A comparison study on training algorithms

Choukri Benhamed;Slimane Mekaoui;Kamal Ghoumid

Year: 2015 | Conference Paper |

A comparison between the tomography based methods and the HMM-Kalman model for the estimation of the traffic matrix of an IP network

Slimane Mekaoui;Choukri Benhamed;Kamal Ghoumid;Jean Claude Neretsabagabo

2014 International Conference on Multimedia Computing and Systems (ICMCS)
Year: 2014 | Conference Paper |
This paper deals with a hybrid approach of the Kalman Filtering (Kalman) and the Hidden Markov Modeling (HMM). We have developed a hybrid algorithm between both modeling techniques for accurate estimation of the Traffic Matrix (TM) of a large IP Network (Abilene). This algorithm is entirely devoted to the precise estimation of the Traffic Matrix of the IP Network. The implementation of this HMM-Ka...Show More

A comparison between the tomography based methods and the HMM-Kalman model for the estimation of the traffic matrix of an IP network

Slimane Mekaoui;Choukri Benhamed;Kamal Ghoumid;Jean Claude Neretsabagabo

Year: 2014 | Conference Paper |

The potentials of Network Coding for improvement of Round Trip Time in wireless Narrowband RF communications

El Miloud Ar reyouchi;Koutaiba Ameziane;Otman. El Mrabet;Kamal Ghoumid

2014 International Conference on Multimedia Computing and Systems (ICMCS)
Year: 2014 | Conference Paper |
Cited by: Papers (5)
This paper shows the potentials of Network Coding (NC) for improvement of Round Trip Time (RTT) in practical wireless Narrowband RF communications (for remote monitoring of broadcasting Television and radio FM station). We illustrate how RTT changes versus number of hops using narrow band radios modem & Routers ((RipEX unit), as a means of transmission between source and destination. As well as, w...Show More

The potentials of Network Coding for improvement of Round Trip Time in wireless Narrowband RF communications

El Miloud Ar reyouchi;Koutaiba Ameziane;Otman. El Mrabet;Kamal Ghoumid

Year: 2014 | Conference Paper |

Hardware implementation for Turbo code-OFDM using Software defined Radio

Ali El Moussati;Kamal Ghoumid;Jamal Zaidouni

2012 IEEE International Conference on Complex Systems (ICCS)
Year: 2012 | Conference Paper |
Cited by: Papers (1)
In this paper, we present design and implementation of wireless Turbo Code OFDM (TC-OFDM) on the Small Form Factor (SFF) Software defined Radio (SDR) Platform, provided by Lyrtech and Texas Instrument (TI) [1]. TC-OFDM is proposed in different channels communication system in order to decrease the bit error rate (BER). The performance analysis of the TC-OFDM system is evaluated by simulations in d...Show More

Hardware implementation for Turbo code-OFDM using Software defined Radio

Ali El Moussati;Kamal Ghoumid;Jamal Zaidouni

Year: 2012 | Conference Paper |

Sensing anomalies with an optimal filter applied to the traffic matrix of an IP telecommunications network

Slimane Mekaoui;Choukri Benhamed;Kamal Ghoumid

2012 International Conference on Multimedia Computing and Systems
Year: 2012 | Conference Paper |
In this paper, we present the application of the well-known Kalman Optimal Filter to the Traffic Matrix (TM) of an IP Telecommunications network in order to sense and localize anomalies. At the first step, the application did not reveal significant anomalies with high dynamics activities through the network. As a second step, we simulated real increases of data flows at certain links Origin/Destin...Show More

Sensing anomalies with an optimal filter applied to the traffic matrix of an IP telecommunications network

Slimane Mekaoui;Choukri Benhamed;Kamal Ghoumid

Year: 2012 | Conference Paper |

Technological Implementation Fabry–Pérot Cavity in ${\rm Ti}{:}{\rm LiNbO}_{3}$ Waveguide by FIB

Kamal Ghoumid;Richard Ferriere;Badr-Eddine Benkelfat;Slimane Mekaoui;Chafia Benmouhoub;Tijani Gharbi

IEEE Photonics Technology Letters
Year: 2012 | Volume: 24, Issue: 4 | Journal Article |
Cited by: Papers (10)
The realization of a Fabry-Pérot (F-P) cavity based on a Ti:LiNbO3 optical waveguide obtained by using a concept which consists of milling the Bragg gratings (BGs) in the cavity by the focused ion beam technique is shown in this letter. This F-P cavity is formed by two BGs which represent the two reflecting mirrors of the interferometer. The length of the cavity is defined by the distance between ...Show More

Technological Implementation Fabry–Pérot Cavity in ${\rm Ti}{:}{\rm LiNbO}_{3}$ Waveguide by FIB

Kamal Ghoumid;Richard Ferriere;Badr-Eddine Benkelfat;Slimane Mekaoui;Chafia Benmouhoub;Tijani Gharbi

Year: 2012 | Volume: 24, Issue: 4 | Journal Article |

Wavelength-Selective Ti:LiNbO $_{3}$ Multiple Y-Branch Coupler Based on Focused Ion Beam Milled Bragg Reflectors

Kamal Ghoumid;Badr-Eddine Benkelfat;Richard Ferriere;Gwenn Ulliac;Tijani Gharbi

Journal of Lightwave Technology
Year: 2011 | Volume: 29, Issue: 23 | Journal Article |
Cited by: Papers (13)
This paper described a wavelength-selective couplers dedicated to drop functionality (spectral-selective couplers dedicated to wavelength demultiplexing). It is consist of two Y junctions: an input two drop channels and an output. The Y-branches distributors of optical power were carried out by a specific geometry of Ti:LiNbO3 waveguides. Each Y junction is composed by two identical bends jointed ...Show More

Wavelength-Selective Ti:LiNbO $_{3}$ Multiple Y-Branch Coupler Based on Focused Ion Beam Milled Bragg Reflectors

Kamal Ghoumid;Badr-Eddine Benkelfat;Richard Ferriere;Gwenn Ulliac;Tijani Gharbi

Year: 2011 | Volume: 29, Issue: 23 | Journal Article |

Enhanced Sensitivity of SAW-Based Pirani Vacuum Pressure Sensor

Kanwar J. Singh;Omar Elmazria;Frederic Sarry;Pascal Nicolay;Kamal Ghoumid;Brahim Belgacem;Denis Mercier;Julien Bounouar

IEEE Sensors Journal
Year: 2011 | Volume: 11, Issue: 6 | Journal Article |
Cited by: Papers (22)
The authors have already presented a novel surface acoustic wave device for vacuum pressure measurement by employing a piezoelectric substrate that has a high value of temperature coefficient of frequency. Frequency-shift measurements as a function of vacuum pressure can be used to extract information about the pressure sensitivity of the device. In this paper, we report that the deposition of an ...Show More

Enhanced Sensitivity of SAW-Based Pirani Vacuum Pressure Sensor

Kanwar J. Singh;Omar Elmazria;Frederic Sarry;Pascal Nicolay;Kamal Ghoumid;Brahim Belgacem;Denis Mercier;Julien Bounouar

Year: 2011 | Volume: 11, Issue: 6 | Journal Article |

Optical Performance of Bragg Gratings Fabricated in Ti:LiNbO$_3$ Waveguides by Focused Ion Beam Milling

Kamal Ghoumid;Richard Ferriere;Badr-Eddine Benkelfat;Brahim Guizal;Tijani Gharbi

Journal of Lightwave Technology
Year: 2010 | Volume: 28, Issue: 23 | Journal Article |
Cited by: Papers (2)
In this paper we propose an efficient technique for micromachining lithium niobate that is used in Ti-diffused waveguides. The use of Focused Ion Beam (FIB) etching allows obtaining homogeneous periodic microstructures. Bragg gratings with a period of 1.05 μm and an aspect ratio of 6:1 (depth-to-half period ratio) have been achieved. A reflectivity greater than 95 % associated with a bandwidth at ...Show More

Optical Performance of Bragg Gratings Fabricated in Ti:LiNbO$_3$ Waveguides by Focused Ion Beam Milling

Kamal Ghoumid;Richard Ferriere;Badr-Eddine Benkelfat;Brahim Guizal;Tijani Gharbi

Year: 2010 | Volume: 28, Issue: 23 | Journal Article |

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