The role of Internet and Communication Technology (ICT) in
bringing about a revolution in almost all aspects of human life needs no
introduction. It is indeed a well-known fact that the transmission of
information at a rapid pace has transformed all spheres of human life such as
education, health, and economy to name a few. In addition, with the advent in
Electronics and Photonics Technology (EPT), we have observed sustained growth
and expansion in computation and display technology. From user demography
perspective, urbanized population are the major beneficiary of such advances.
Therefore, the benefits of ICT and EPT are yet to be experienced by almost 4
billion people in the world who are still “unconnected or under-connected” and
suffer as such from the “digital divide,” a term coined in order to emphasize
the lack of ICT infrastructure in many parts of the world.
Major challenges for widespread adoption of ICT and EPT in
these areas are related to cost, lack of power supply, and complexities
associated with learning and usage. However, if we can categorically overcome
these challenges, then these technologies can be used for food, water, shelter,
energy, environment, education, healthcare, and security. In addition, the
wide-spread availability of these technologies, will lead to smart suburbs,
smart towns, smart villages, etc., without the need to necessarily live in
smart cities. This would reverse the trend and allow a more sustainable world
with a more balanced distribution of the population density. In this context,
this talk will present recently proposed solutions to provide high speed
connectivity in rural areas along progress in affordable electronics to serve
and contribute to the development of far-flung regions.
In particular, new solutions for both: (i) integrated
satellite-airborne-ground networks providing global coverage and connectivity
and (ii) terrestrial mesh/multi-hop directive networks connecting underserved
areas will be discussed.
Moreover, some examples of democratized wearable
electronics using Do-It-Yourself (DIY) assembly of paper along Android DIY
applications capturing and displaying vital health signs over connected
smartphones for real-time diagnosis will be presented.
Fields-CQAM Public Lectures: Ali Ghodsi, University of Waterloo
What is missing from common practice in machine learning?
AI, and machine learning in particular, is enjoying its golden age. Machine learning has changed the face of the world over the past two decades but we are still a long way from achieving a general artificial intelligence. In this talk, I will discuss a couple of elements that I believe are missing from common practice in machine learning, including incorporating causality and creating a new framework for unsupervised learning.
Ali Ghodsi is a Professor in the Department of Statistics and Actuarial Science at the University of Waterloo. His research involves statistical machine-learning methods. Ghodsi’s research spans a variety of areas in computational statistics. He studies theoretical frameworks and develops new machine learning algorithms for analyzing large-scale data sets, with applications to bioinformatics, data mining, pattern recognition, robotics, computer vision, and sequential decision making.
THURSDAY, JUNE 20TH, 2019.
6:00 PM – 7:00 PM.
7:00 PM – 8:00 PM.
HEALTH SCIENCE BUILDING, RM. 1301 (LOCATED ON THE GROUND FLOOR), CARLETON UNIVERSITY.
FREE ADMISSION FOR THIS PUBLIC LECTURE.
PLEASE REGISTER HERE.
|8:30 am – 9:00 am||Registration|
|9:00 am – 9:15 am||Opening Remarks||Rafik Goubran||Carleton University|
|9:15 am – 10:00 am||Keynote Presentation:
Data Mining and Machine Learning for Authorship and Malware Analyses
|Benjamin C. M. Fung
|10:00 am – 10:30 am||Break|
|10:30 am – 11:45 am||Cybersecurity: Top 5 class imbalance ML challenges and data sets
|Class Imbalance in Fraud Detection
|MindBridge Analytics Inc.|
|Handling class imbalance in natural language processing
|IMRSV Data Labs|
|11:45 am – 12:45 pm||Lunch|
|12:30 pm – 2:10 pm||Adaptive learning with class imbalanced streams
|Herna L. Viktor
|University of Ottawa|
|Radar-based fall monitoring using deep learning
|Privacy-preserving data augmentation in medical text analysis
|National Research Council|
|Failure modelling of a propulsion subsystem: unsupervised and semi-supervised approaches to anomaly detection
|Julio J. Valdés
|National Research Council|
|2:10 pm – 2:25 pm||Break|
|2:25 pm – 3:40 pm||TBD||Reddy Nellipudi||DB Schenker|
|AuditMap.ai: Hierarchical Sentence Classification in Unstructured Audit Reports
|Deep Learning techniques for unsupervised anomaly detection
|RANK Software Inc.|
|3:40 pm – 3:50 pm||Closing Remarks|
Speaker 1: Hisham Abed, P.Eng., Ericsson
Topic: Power Integrity – Best design practices
Speaker 2: Dr. Ihsan Erdin, Celestica
Topic: Power Integrity Optimization amidst MLCC shortage
Registration: Free, and is on a first to reply basis. Preference given to IEEE EMC and CPMT society members. Seating is limited. E-mail reservation is required.
Pizza and soft drinks will be served.
Organizer: Dr. Syed Bokhari, Chairman, IEEE Ottawa
Office :(613) 595 – 0507 Ext. 377, Cell: (613) 355 – 6632
The IEEE Ottawa Section, IEEE Ottawa Joint Chapter of Communications Society, Consumer Electronics Society, and Broadcast Technology Society (ComSoc/CESoc/BTS), IEEE Ottawa Joint Chapter of Reliability Society, IEEE Ottawa Educational Activities (EA), IEEE Ottawa Women In Engineering (WIE), IEEE Ottawa Young Professionals (YP), and Algonquin College Student Branch (ACSB) in conjunction with School of Advanced Technology, Algonquin College are inviting all interested IEEE members and other engineers, technologists, and students to ComSoc Distinguished Lecture on:
Enabling IoT Services Through Secure 5G Core Slices
Prof. Ashraf Matrawy, PhD, PEng, SMIEEE,
School of Information Technology, Faculty of Engineering, Carleton University, Ottawa, Canada
Thursday October 31, 2019
TIME: Refreshments, Registration and Networking: 06:00 p.m.; Seminar: 06:30 p.m. – 07:30 p.m.
PLACE: Ciena-Optophotonics Lab (Room T129), T-Building, School of Advanced Technology,
Algonquin College, 1385 Woodroffe
Ottawa, ON Canada K2G 1V8
PARKING: after 5:00 p.m. at Lots 8 & 9. Pay
$5 flat rate at the machine and display the ticket on your car dashboard.
ensure a seat, please register by e-mail contacting: Wahab Almuhtadi
The key motivation for this work is that future smart services (e.g. IoT applications) will have competing and perhaps conflicting networking performance requirements. These services will also require flexible and agile deployment. 5G networks, an essential component of future virtualized infrastructures, deal with this issue – in part – by relying on network slicing. To define a network slice, one has to consider the allocation of resources – both in the radio and core parts – of the 5G network to form a logical entity where a service could be deployed. Network slicing has emerged as a key-enabler for proving heterogeneous services. It takes advantage of the virtualization elements of future networking infrastructures where multiple services can be hosted on the same physical infrastructure.
This talk will give a quick overview of network slicing with emphasis on 5G core networks. It will also discuss the requirement for network slice isolation and different methods that were proposed to implement it. Finally, an overview of our research group ongoing work on mitigating Distributed Denial-of-Service (DDoS) attacks using slice isolation. Our approach is to tackle slice isolation as a resource allocation problem to deal with the trade-off between offering security while achieving a certain level of performance. In other words, we utilize a mathematical optimization model to solve a security problem. In our proposed solution, we use slice isolation as security constraints for the optimization model to proactively mitigate DDoS attacks. Our experimental test results show how DDoS could be mitigated and the impact on slice availability. We believe this work will encourage further research in securing 5G network slicing.
Dr. Ashraf Matarawy (http://www.csit.carleton.ca/~amatrawy/) is a Full Professor at the School of Information Technology, Faculty of Engineering, Carleton University. He is also a senior member of the IEEE and a licensed P. Eng. in Ontario. Dr. Matrawy leads the Next Generation Networks group at Carleton and is a Network co-Investigator of Smart Cybersecurity Network (SERENE-RISC). His research interests include reliable and secure computer networking, secure virtualized infrastructures, and security routing in IoT. In addition to his academic work, he did consulting work for different industrial and government organizations (https://ca.linkedin.com/in/ashraf-matrawy-5917b56). He spent his sabbatical leaves working for industry, at Cloackware Research Center in 2010-2011 and at TELUS in 2017-2018. He serves on the editorial board of the IEEE Communications Surveys and Tutorials journal and Wiley’s Security and Privacy Journal. He has served as a technical program committee member of IEEE CNS, IEEE ICC, IEEE Globecom, IEEE LCN, and IEEE/ACM CCGRID and other conferences. Dr. Matrawy has more than 10 year experience in undergraduate and graduate curriculum development for the Network Technology programs at Carleton University. He served as associate director for the School for three and half years and as coordinator for the Networking program for six years.