|
E. Hossain,
"Machine learning-based channel estimation in RIS-aided wireless systems," AIDRC Seminar Series, Technology Innovation Institute (TII), December 20, 2022.
(Invited Talk)
E. Hossain, "On machine learning-based channel estimation in fully-passive RIS-aided wireless systems," Huawei Future Wireless Research Workshop, December 13, 2022.
(Invited Talk)
E. Hossain (with D. Wu and X. Liu), " Meta learning for future wireless networks: Basics and applications," IEEE Globecom 2022, Half-day tutorial, December 08, 2022.
E. Hossain (with H. Dinh, s. Gong, and D. Niyato), "Distributed machine learning techniques for 6G networks: A tutorial," IEEE Globecom 2022, Half-day tutorial, December 04, 2022.
E. Hossain, "Federated learning and its application in 6G wireless networks," Abu Dhabi 6G Summit, Abu Dhabi, UAE, November 04, 2022.
(Invited Talk)
E. Hossain, " Stochastic multi-armed bandits with knapsack and their application in wireless networks," IEEE 6G Training School, New York University at Abu Dhabi, UAE, November 02, 2022.
(Invited Talk)
E. Hossain, " Stochastic multi-armed bandit with knapsack and it's application in edge computing networks," The 47th IEEE Conference on Local Computer Networks (LCN), September 26, 2022.
(Keynote Talk)
E. Hossain, " Federated learning in wireless networks," 2nd SNU-BK Workshop on Next-generation Wireless Communication and Networking, August 31, 2022.
(Invited Talk (online))
E. Hossain, " Stochastic multi-armed bandit with knapsack and it's application in edge computing networks," LIONS Seminar Series , Arizona State University, USA, April 15, 2022.
(Invited Talk (online))
E. Hossain (with H. Dinh, S. Gong, and D. Niyato), " Deep reinforcement learning and transfer learning for future wireless networks," IEEE Globecom 2021, Half-day tutorial, December 2022.
E. Hossain, " Distributed machine learning in cellular wireless networks: How to engineer federated learning," International Workshop on Future Computing and Networking, Changchuan, China, December 18, 2021.
(Keynote Talk (online))
E. Hossain, " Distributed wireless edge intelligence and multi-armed bandit problems," Huawei Future Wireless Research Workshop, November 30, 2021.
(Invited Talk (online))
E. Hossain, "Spectrally-efficient multiple access design for beyond 5G/6G networks exploiting deep reinforcement learning," 6th International Multi-Topic ICT Conference 2021, Jamshoro, Pakistan, November 11, 2021.
(Keynote Talk (online))
E. Hossain, "Computation offloading and activation of mobile edge computing servers using minority game models," hosted by IEEE ComSoc Technical Committee on Communications Software, November 08, 2021.
(Invited Talk (online))
E. Hossain, "Multi-agent learning for future networked systems: Federated learning and deep reinforcement learning," Huawei Workshop, August 04, 2021.
(Invited Talk (online))
E. Hossain, "Federated learning in cellular wireless networks," Huawei Workshop on ``Integrated Sensing and Communication for 6G", June 29, 2021.
(Invited Talk (online))
E. Hossain (with H. Dinh, S. Gong, and D. Niyato), " Deep reinforcement learning and its applications in future wireless networks," IEEE ICC 2021, Half-day tutorial, May 2021.
E. Hossain, "Spectrally-efficient multiple access design for beyond 5G/6G networks exploiting deep reinforcement learning," hosted by IEEE ComSoc Technical Committee on Computer Systems Integration and Modeling (CSIM), March 01, 2021.
(Invited Talk (online))
E. Hossain,
"Spectrally-efficient multiple access design for beyond 5G/6G networks exploiting deep reinforcement learning," the 2nd post European Cooperation in Science and Technology (COST) CA15104 IRACON (Inclusive Radio Communication Networks) Meeting , February 08, 2021.
(Keynote Talk (online))
E. Hossain, "Federated learning in unreliable and resource-constrained cellular wireless networks," Samsung AI Research Centre, January 19, 2021, Montreal, Canada.
(Invited Talk (online))
E. Hossain, "Spectrally-efficient multiple access design in the beyond 5G era: From cellular NOMA to cell-free NOMA,"
1st BEST-NEST Invitational Online Workshop on New Paradigms in
Intelligent Spectrum Management and Regulation: Future Directions, Technologies, Standards and Applications", WPI, MA, USA, November 03, 2020.
(Invited Talk)
E. Hossain, "Spatio-temporal interference correlation in large-scale cellular networks," Huawei Future Wireless Research Workshop, October 29, 2020, Ottawa, Canada.
(Invited Talk)
E. Hossain, "Evolution toward 6G: Several key technologies and promises of machine learning,"
The12th International Conference on Wireless Communications and Signal Processing (WCSP 2020), October 23, 2020.
(Keynote Talk)
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," October 21, 2020, Portland, Oregon, USA.
(IEEE Distinguished Lecture)
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," October 20, 2020, San Diego, USA.
(IEEE Distinguished Lecture)
E. Hossain,
"Machine learning for wireless communications
systems,"
October 07, 2020, Kerala, India.
(IEEE Distinguished Lecture)
E. Hossain,
"Wireless systems design in the beyond 5G era: Promises of deep learning and deep
reinforcement learning,"
September 27, 2020, Jordan.
(IEEE Distinguished Lecture)
E. Hossain,
"Machine learning for wireless communications
systems,"
September 23, 2020, Srilanka.
(IEEE Distinguished Lecture)
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement
learning,"
June 24, 2020, Malaysia.
(IEEE Distinguished Lecture)
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning,"
May 18, 2020, Ecuador.
(IEEE Distinguished Lecture)
E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning,"
2020 Taiwan Telecommunications Annual Conference (Telecom 2020), January 17, 2020, Kaohsiung, Taiwan.
(IEEE Distinguished Lecture)
E. Hossain, "Spatio-temporal interference and retransmission diversity in large-scale
cellular networks,"
Queen's University, Kingston, Ontario, Canada, September 06, 2019.
(IEEE Distinguished Lecture)
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," Sungkyunkwan University, Suwon, Korea, July 22, 2019.
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," Swinburne University of Technology, Melbourne, Australia, July 19, 2019.
(IEEE Distinguished Lecture)
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," University of Adelaide, Adelaide, Australia, July 18, 2019.
(IEEE Distinguished Lecture)
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning,"
Australian National University, Canberra, Australia, July 17, 2019.
(IEEE Distinguished Lecture)
E. Hossain,
"Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," University of Technology, Sydney, Australia, July 15, 2019.
(IEEE Distinguished Lecture)
E. Hossain,
"Deep Reinforcement Learning for Radio Resource Allocation in Large Cellular Networks,"
AICON 2019 - EAI International Conference on Artificial Intelligence for Communications and Networks, May 25, Harbin, China. (Key-note talk)
E. Hossain,
"On multiple access and resource allocation in beyond 5G cellular,"
Huawei Beyond 5G and 6G Workshop, Ottawa, Canada, 15 April 2019.
E. Hossain, "Deep learning for resource allocation in wireless networks,"
14th International Conference on Advanced Data Mining and Applications (ADMA), Nanjing, China, 16 November 2018. (Key-note talk)
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
Nanjing University, China, 15 November 2018.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
South East University, China, 15 November 2018.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
Hohai University, Nanjing, China, 14 November 2018.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
Nanjing University of Aeronautics and Astronautics, China, 13 November 2018.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
University of Waikato, New Zealand, 12 October 2018.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
University of Otago, New Zealand, 10 October 2018.
E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks,"
Auckland University of Technology (AUT), New Zealand, 09 October 2018.
E. Hossain, "On stochastic geometry-based modeling and analysis of 5G cellular wireless networks,"
2018 IEEE Colombian Conference on Communications and Computing (COLCOM),
Bogota, Colombia, 17 May 2018. (Key-note talk)
E. Hossain, "Activation of mobile edge computing servers under user QoE constraint: A minority game model,"
Universidad de los Andes, Colombia, 15 May 2018.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
Sungkyunkwan University (SKKU), Korea, 11 December 2017.
E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models,"
Nanyang Technological University, Singapore, 07 December 2017.
E. Hossain, "Activation of mobile edge computing servers under user QoE constraint: A minority game model,"
Guangdong University of Technology, China, 24 October 2017.
E. Hossain, "Multi-tier drone cell network: A new frontier for 5G research,"
Department of Signals and Systems, Chalmers University, Sweden, 19 May 2017.
E. Hossain, "Non-orthogonal multiple access (NOMA) for 5G wireless,"
School of Electrical Engineering, KTH, Sweden, 18 May 2017.
E. Hossain, "Non-orthogonal multiple access (NOMA) for 5G wireless,"
Department of Signals and Systems, Chalmers University, Sweden, 17 May 2017.
E. Hossain, "On coalition-based cooperative packet delivery in
vehicular delay-tolerant networks under uncertainty,"
11th International Workshop on Communication Technologies for
Vehicles,
Halmstad, Sweden,
13-14 September, 2016.
(Invited talk)
E. Hossain, "On coalition-based cooperative packet delivery in vehicular delay-tolerant networks under uncertai
vehicular delay-tolerant networks under uncertainty,"
Department of Signals and Systems, Chalmers University, Sweden, 12 September 2016.
E. Hossain, "Virtualization of 5G cellular networks as a
hierarchical combinatorial auction,"
Department of Computer Science, University of Victoria, Canada, 24 June 2016.
E. Hossain, "Stochastic geometry modeling of large-scale wireless networks,"
Ryerson University, Toronto, Canada, 14 April 2016.
E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks,"
Trinity College Dublin, 02 December 2015.
E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks,"
University of Victoria, Canada, 23 November 2015.
E. Hossain, "5G cellular: Key enabling technologies and research
challenges,"
University of Sao Paulo, Brazil, 12 November 2015.
E. Hossain, "Go green! Energy-efficient smart phones for 5G networks,"
Motorola Labs, Campinas, Brazil, 11 November 2015.
E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks,"
Universidade Federal do Rio de Janeiro (UFRJ), Brazil, 10 November 2015.
E. Hossain, "5G celllar: Key enabling technologies and research challenges,"
Department of ElectricalPontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil, 09 November 2015.
E. Hossain, "Virtualization of 5G cellular networks as a
hierarchical combinatorial auction,"
Department of Electrical and Computer Engineering, North Dakota State University, Fargo, ND, USA,
09 October 2015.
E. Hossain, "Evolution toward 5G networks: Research initiatives at the University of Manitoba,"
Huawei Canada Research Centre, Ottawa, Canada, 05 October 2015.
E. Hossain, "Virtualization of 5G cellular networks as a
hierarchical combinatorial auction,"
Department of Computer Science, State University of New York at Stony Brook, 04 August 2015.
E. Hossain, "LTE/LTE-A radio analytics,"
MORR Transportation Consulting, Winnipeg, MB, Canada, 30 June 2015.
E. Hossain, "Backhauling 5G small cells: Challenges and potential approaches,"
Keynote Talk, presented in IEEE Workshop on Next Generation Backhaul/Fronthaul Networks
(BackNets 2015), in conjunction with IEEE ICC 2015, 08 June 2015, London, UK.
E. Hossain, "Stochastic geometry-based modeling and analysis of cognitive and energy harvesting
D2D communication in cellular networks,"
University of Waterloo, Canada, 15 April 2015.
E. Hossain, "Evolution towards 5G cellular networks: Radio resource and interference
management issues and approaches,"
Half-day tutorial, presented in IEEE Globecom 2014, Austin, TX, USA, 8 December 2014.
E. Hossain, "Evolution towards 5G cellular networks: A radio resource and interference manapement Perspective,"
Half-day tutorial, presented in IEEE ICC 2014, Sydney, Australia, 10 June 2014.
E. Hossain and H. ElSawy, "Topology-aware modeling, analysis, and design of multi-tier cellular
networks: A tutorial,"
Half-day tutorial, presented in IEEE Globecom 2013, Atlanta, GA, USA, December 2013.
E. Hossain, "Self-organizing small cell networks: A tutorial," half-day tutorial, presented in
IEEE Conference on Communications (ICC'13), Budapest, Hungary, 9-13 June 2013.
E. Hossain, "Stochastic geometry for modeling, analysis, and design of heterogeneous cellular wireless
networks,"
University of Waterloo, Canada, 14 May 2013.
E. Hossain, "Modeling, analysis, and design of multi-tier and cognitive cellular wireless networks,"
National Chiao Tung University, Taiwan, 29 April 2013.
E. Hossain, "Modeling, analysis, and design of multi-tier and cognitive cellular wireless networks,"
Sungkyunkwan University, Korea, 26 April 2013.
E. Hossain, "Interference modeling in random carrier-sense multiuple access wireless networks,"
University of Calgary, Canada, 03 April 2013.
E. Hossain, "Dynamic spectrum access in cognitive radio networks,"
Multimedia University, Melaka, Malaysia, 27 February 2013.
E. Hossain, "On writing technical papers and publishing in IEEE Journals,"
Universiti Putra Malaysia (UPM), 28 February 2013.
E. Hossain, "Interference modeling in random carrier-sense multiple access wireless networks,"
MIMOS Berhad, Technology Park Malaysia, Kuala Lumpur, Malaysia, 26 February 2013.
E. Hossain, "Radio resource management in next generation hierarchical cellular wireless networks,"
Universiti Malaysia Perlis (UNIMAP), 25 February 2013.
E. Hossain, "Two-tier HetNets with cognitive femtocells in a multichannel
environment: Modeling and analysis using stochastic geometry,"
2012 Sendai International Workshop on Advanced Wireless Communication Technologies and Robust Networks, Tohoku
University, Japan, 21 December, 2012.
E. Hossain, "Coalition-based packet delivery under uncertainty: A dynamic Bayesian colaitional game,"
Connected-Vehicles Workshop, University of Toronto, Canada, 17 August, 2012.
E. Hossain and Long B. Le, "Radio resource management in femto-cell networks,"
half-day tutorial presented in
IEEE Int. Conf. on Communications
(ICC 2012), Ottawa, ON, Canada, 10-15 June, 2012.
D. Niyato and E. Hossain, "A crash course on mobile cloud computing,"
half-day tutorial presented in IEEE Wireless Communications
and Networking
Conference
(WCNC 2012), Paris, France, 1-4 April, 2012.
E. Hossain, "Interference modeling in random carrier-sense multiple access (CSMA) wireless networks: A
stochastic geometry approach," Centre for
Telecommunications Research, King's College London, University of London, 28 March, 2012.
D. Niyato, R. Q. Hu, E. Hossain, and Y. Qian, "Communications and networking for smart grid systems,"
half-day tutorial presented in IEEE Global Communications
Conference
(Globecom 2011), Houston, Texas, USA, 5-9 December, 2011.
E. Hossain, "Interference modeling in random carrier-sense multiple access (CSMA) wireless networks: A
stochastic geometry approach," Department of Computer Science (Seminar
Series), University of Manitoba, 20 October, 2011.
E. Hossain and Long B. Le, "Interference management in femto-cell networks,"
half-day tutorial presented in
22nd IEEE International Symposium on
Personal, Indoor and Mobile Radio
Communications
(PIMRC 2011), Toronto, ON, Canada, 11-14 September, 2011.
E. Hossain, "A modified hard core point process for interference modeling in
random carrier-sense multiple access networks," Cooperative Wireless
Communications Research Center, Sungkyunkwan University (SKKU),
Korea, 03 June, 2011.
E. Hossain and D. Niyato, "Game theory for multiple access and resource allocation in wireless networks,"
half-day tutorial presented in IEEE Wireless Communications and Networking Conference
(WCNC 2011), Quintana-Roo, Mexico, 28 March, 2011.
E. Hossain, "Channel assignment for throughput optimization in multi-channel multi-radio wireless mesh networks
using network coding," Carleton
University, Canada, 10 January, 2011.
E. Hossain, "Dynamic spectrum access in cognitive radio networks: Part II," Tohoku
University, Sendai, Japan, 15 November, 2010.
E. Hossain, "Dynamic spectrum access in cognitive radio networks: Part I," Tohoku
University, Sendai, Japan, 15 November, 2010.
E. Hossain and Z. Han, "Application of game theory for designing cognitive radio networks," half-day tutorial
presented in IEEE Communications Conference
(ICC 2010), Cape Town, South Africa, 23 May 2010.
E. Hossain and Z. Han, "Game theory for cognitive radio networks," half-day tutorial
presented in IEEE Global Communications Conference
(Globecom 2009), Honolulu, Hawaii, USA, 30 Nov.-4 Dec. 2009.
E. Hossain, "Resource allocation and perturbation analysis for cognitive radios in
dynamic spectrum access environment,"
School of Computer Engineering, Nanyang Technological University, Singapore,
August 24, 2009.
E. Hossain, "Resource allocation and perturbation analysis for cognitive radios in
dynamic spectrum access environment,"
Institute of Infocomm Research (I2R), Singapore,
August 22, 2009.
E. Hossain, "A game theoretic modeling of multiple-seller and multiple-buyer spectrum trading in
cognitive radio networks,"
Department of Electrical and Computer Engineering, McGill University, Montreal, Canada,
July 22, 2009.
E. Hossain, "Cognitive radio networks: Key concepts, challenges, and practical approaches," half-day tutorial
presented in IEEE Int. Conferecne on Communications
(ICC 2009), Dresden, Germany, June 14-18, 2009.
E. Hossain, "Radio technologies for wireless personal area networks,"
TRLabs Focus Group Meeting, Canada,
Mar. 11, 2009.
E. Hossain, "Resource allocation for cognitive radios in a dynamic spectrum access
environment,"
Department of Electrical and Computer Engineering, University of Houston, Texas, USA,
Feb. 23, 2009.
E. Hossain, "Resource allocation for cognitive radios in a dynamic spectrum access
environment,"
Department of Electrical and Computer Engineering, University of Western Ontario, Canada,
Jan. 14, 2009.
E. Hossain, "Cognitive radio MAC: Practical issues, potential approaches, and open problems,"
Int. Workshop on Advances in Communications, Victoria, BC, Canada, Sept. 21, 2008.
E. Hossain, "Cognitive radio networks based on dynamic spectrum access," half-day tutorial
presented in IEEE Vehicular Technology Conference
(VTC 2008-Fall), Calgary, Alberta, Canada, Sept. 21, 2008.
E. Hossain, "Vehicle-to-infrastructure and vehicle-to-vehicle communications in ITS: Game theory models,"
presented at the University of Sydney, Australia, June 23, 2008.
E. Hossain, "An adaptive communication platform based on WiFi and WiMAX for vehicle-to-roadside
communications," presented at the University of New South Wales, Sydney, Australia, June 22, 2008.
E. Hossain, "Cognitive radio based on dynamic spectrum access," presented at the University of Queensland,
Brisbane, Australia, June 16, 2008.
E. Hossain, "Dynamic spectrum management in cognitive radio networks," half-day tutorial to be presented in
IEEE Int. Conferecne on Communications
(ICC 2008), Beijing, China, May 17-23, 2008.
E. Hossain and W. Xiang, "Key topics in cognitive radio networks: Challenges, tasks, algorithms,
and testbed results," half-day
tutorial presented in IEEE Global Telecommunications Conferecne
(Globecom 2007), Washington D.C., USA,
November 26-30, 2007.
E. Hossain, "e-Health services based on heterogeneous wireless access,"
presented in TRLabs Technology Showcase, Winnipeg,
Canada, 20 November, 2007.
E. Hossain, "Spectrum trading: An economics of radio resource sharing in cognitive radio
networks," seminar presented at the School of Computing and Department of Electrical and Computer
Engineering, Queen's University, Canada, September 11, 2007.
E. Hossain, "IEEE802.16/WiMAX-based broadband
wireless networks: Protocol engineering, applications, and services," half-day
tutorial presented in Fifth Annual Conference on
Communication Networks and
Services Research (CNSR2007)
Fredericton, New Brunswick, Canada,
May 14-17, 2007.
E. Hossain, "Cognitive wireless communication networks:
An introduction," half-day
tutorial presented in IEEE Wireless Communications
and Networking
Conference (WCNC'2007),
Hong Kong, 11 March, 2007.
E. Hossain, "Fourth generation heterogeneous wireless access networks for
e-health services:
Architcture and radio resource management,"
presented in TRLabs Openhouse, Winnipeg,
Canada, 29 November, 2006.
E. Hossain, "Sleep and wakeup strategies in solar-powered wireless sensor
networks: Performance analysis and optimization," presented at the Department of
Computer Science, University of Alberta, Canada, 27 Apr. 2006.
E. Hossain, "End-to-end performance in a multi-hop wireless network for different
hop-level ARQ policies," presented at the Department of Electrical and
Computer Engineering, University of Toronto, Canada, 6 Aug. 2004.
E. Hossain, "End-to-end performance in a multi-hop wireless network for different
hop-level ARQ policies," presented at the Department of Electrical and Computer
Engineering, University of Waterloo, Canada, 5 Aug. 2004.
E. Hossain, "Wireless Internet: Issues in protocols and architectures and enabling technologies," half-day
tutorial presented in IEEE Vehicular Technology Conference (VTC'2002, Fall), Vancouver,
Canada, 28 September, 2002.
E. Hossain and V. K. Bhargava, "Wireless
personal communications - from analog cellular radio services to wireless Internet access," presented in the International Conference
on Communications, Computers and Devices (ICCCD'2000), Kharagpur, India, Dec. 2000.
|
|
