Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 34o ciclo (2018-2021)
Dottorato concluso nel 2022
Tesi:
Machine Learning for Multi-Layer Open and Disaggregated Optical Networks (Abstract)
Tutori:
Vittorio Curri
Presentazione della ricerca:
Presentazione videoProfilo
Argomento di ricerca
Machine Learning Techniques and their applications in a elastic optical network.
Interessi di ricerca
Biografia
Ihtesham Khan was born in Peshawar, Pakistan, on the 27th of December 1989. He received the Bachelor of Science in Electrical Engineering from the University of Engineering & Technology, Peshawar, Pakistan in the academic year 2014. In 2014 Ihtesham enrolled in the Master of Science in Electrical Engineering at the National University of Sciences & Technology, Islamabad, Pakistan. He has also been worked as a Transmission Engineer at Zhongxing Telecommunication Equipment Corporation (ZTE) from March 2015 until May 2016. In 2017, Ihtesham received a Master's degree in Electrical Engineering with a specialization in Communication and Networks. In March 2018, he joined the OptCom group of Politecnico di Torino as a researcher and working on the Multi-layer Orchestration of Optical networks (MOON) project.
Ihtesham Khan is a Ph.D. candidate in Electrical, Electronics, and Communication Engineering at Politecnico di Torino, Torino, Italy from November 2018. His research mainly focuses on the optimization of Optical Transmission Systems with Machine Learning Techniques and their study in an elastic optical network context.
CONTACT INFORMATION:
Politecnico di Torino - DET Old Building
Office number: IAC46
Pubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Khan, Ihtesham; Ajmal, Noor Ul Huda; Tariq, Hafsa; Tunesi, Lorenzo; Masood, Muhammad ... (2022)
Multi-labeled Random-forest Enabled Softwarized Management for Photonics Switching Systems. In: Asia Communications and Photonics Conference (ACP), Shenzhen, China, 05-08 November 2022, pp. 498-502. ISBN: 978-1-6654-8155-7
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Curri, ... (2022)
Autonomous Data-driven Model for Extraction of VCSEL Circuit-level Parameters. In: Asia Communications and Photonics Conference (ACP), Shenzhen, China, 05-08 November 2022, pp. 1530-1533. ISBN: 978-1-6654-8155-7
Contributo in Atti di Convegno (Proceeding) - Usmani, Fehmida; Khan, Ihtesham; Tariq, Hafsa; Shahzad, Muhammad; Ahmad, Arsalan; Curri, ... (2022)
Query Based Iterative Learning Approach for Lightpath Deployment in Optical Networks. In: Asia Communications and Photonics Conference (ACP), Shenzhen, China, 05-08 November 2022, pp. 1253-1257. ISBN: 978-1-6654-8155-7
Contributo in Atti di Convegno (Proceeding) - Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Curri, ... (2022)
Modular and scalable photonic integrated multi-band wavelength-selective switch. In: European Conference on Integrated Optics (ECIO), Milano, Italy, 4-6 May, 2022, pp. 116-118
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Bardella, ... (2022)
Machine Learning aided characterization of multi-stage integrated ring resonator filters. In: Optica Advanced Photonics Congress 2022, Maastricht,Limburg Netherlands, 24–28 July 2022. ISBN: 978-1-957171-16-6
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Curri, ... (2022)
Machine Learning-based Model for Defining Circuit-level Parameters of VCSEL. In: International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split, Croatia, 22-24 September 2022. ISBN: 978-953-290-117-7
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Umar Masood, Muhammad; Ghillino, Enrico; Bardella, ... (2022)
Optimized management of ultra-wideband photonics switching systems assisted by machine learning. In: OPTICS EXPRESS, vol. 30. ISSN 1094-4087
Contributo su Rivista - Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Carena, ... (2022)
Performance Analysis of Novel Multi-band Photonic-integrated WSS Operated on 400ZR. In: IEEE Summer Topicals Meeting Series (SUM), Cabo San Lucas, Mexico, 11-13 July 2022, pp. 1-2. ISBN: 978-1-6654-3489-8
Contributo in Atti di Convegno (Proceeding) - Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, ... (2022)
Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard. In: 2022 International Conference on Optical Network Design and Modeling (ONDM), Warsaw, Poland, 16-19 May 2022, pp. 1-6. ISBN: 978-3-903176-44-7
Contributo in Atti di Convegno (Proceeding) - Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Correia, Bruno; Ghillino, ... (2022)
Network Traffic Analysis of Modular Multiband Integrated WSS based ROADMs. In: 2022 IEEE Photonics Conference (IPC), Vancouver, BC, Canada, 13-17 November 2022, pp. 1-2. ISBN: 978-1-6654-3487-4
Contributo in Atti di Convegno (Proceeding) - Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Carena, ... (2022)
Modular Photonic-Integrated Device for Multi-Band Wavelength-Selective Switching. In: OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), Toyama, Japan, 03-06 July 2022, pp. 1-3. ISBN: 978-4-88552-336-6
Contributo in Atti di Convegno (Proceeding) - Usmani, Fehmida; Khan, Ihtesham; Tariq, Hafsa; Masood, Muhammad Umar; Shahzad, Muhammad; ... (2022)
Performance Analysis of Transfer-learning Approaches for QoT Estimation of Network Operating with 400ZR. In: Asia Communications and Photonics Conference (ACP), Shenzhen, China, 05-08 November 2022, pp. 1238-1242. ISBN: 978-1-6654-8155-7
Contributo in Atti di Convegno (Proceeding) - Masood, Muhammad Umar; Tunesi, Lorenzo; Correia, Bruno; Khan, Ihtesham; Ghillino, ... (2022)
Photonics Integrated Multiband WSS Based ROADM Architecture: A Networking Analysis. In: Asia Communications and Photonics Conference (ACP), Shenzhen, China, 05-08 November 2022, pp. 1243-1247. ISBN: 978-1-6654-8155-7
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, ... (2022)
Optimal control of Beneš optical networks assisted by machine learning. In: SPIE Photonics West, San Francisco, 2022. ISBN: 9781510649279
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Carena, ... (2022)
Machine Learning Assisted Extraction of Vertical Cavity Surface Emitting Lasers Parameters. In: 2022 IEEE Photonics Conference (IPC), Vancouver, BC, Canada, 13-17 November 2022, pp. 1-2. ISBN: 978-1-6654-3487-4
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham (2022)
Machine Learning for Multi-Layer Open and Disaggregated Optical Networks. relatore: CURRI, VITTORIO; , 34. XXXIV Ciclo, P.: 164
Doctoral Thesis - Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Carena, ... (2022)
Novel Design and Operation of Photonic- integrated WSS for Ultra-wideband Applications. In: IEEE Summer Topicals Meeting Series (SUM), Cabo San Lucas, Mexico, 11-13 July 2022, pp. 1-2. ISBN: 978-1-6654-3489-8
Contributo in Atti di Convegno (Proceeding) - Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, ... (2022)
QoT- Estimation Assisted by Transfer learning in Extended C-band Network Operating on 400ZR. In: IEEE Summer Topicals Meeting Series (SUM), Cabo San Lucas, Mexico, 11-13 July 2022, pp. 1-2. ISBN: 978-1-6654-3489-8
Contributo in Atti di Convegno (Proceeding) - Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Correia, Bruno; Ghillino, ... (2022)
Network Performance of ROADM Architecture Enabled by Novel Wideband-integrated WSS. In: 2022 IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 04-08 December 2022, pp. 2945-2950. ISBN: 978-1-6654-3540-6
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, ... (2022)
Performance evaluation of data-driven techniques for the softwarized and agnostic management of an N×N photonic switch. In: OPTICS CONTINUUM, vol. 1, pp. 1-15. ISSN 2770-0208
Contributo su Rivista