ACM 6G-ABS 2021

1st Workshop on Artificial Intelligence and Blockchain Technologies for Smart Cities with 6G


January 31, 2022

March 28, 2022

New Orleans, Louisiana, United States

(Fully Virtual)


in conjunction with ACM MobiCom 2021


6G-ABS 2021 - Keynotes

Tommaso Melodia

William Lincoln Smith Professor at Northeastern University, USA

Intelligence and Slice at the Edge in Virtualized NextG Cellular Networks

Abstract: This talk will present an overview of our work on laying the basic design principles for new approaches to programmable, AI-driven, and virtualized next-generation wireless networks. We will cover architectures, programmability, slicing, and experimental testbeds. First, we will introduce the building principles of end-to-end fully virtualized cellular wireless networks, and discuss architectural alternatives and options. Then, we will talk about programmability, or how to develop abstractions and algorithms to automatically control resources in an end-to-end environment. The third part of the talk will focus on the role of network slicing, and on recently developed algorithmic and architectural frameworks to provide optimally sized, isolated slices on virtualized infrastructures with differentiated SLAs in terms of performance and security. Last, we will discuss the state of the art of the experimental testing ecosystem for 5G and beyond, focusing on advances in the NSF Platforms for Advanced Wireless Research Program, and discuss the role of open testing platforms in advancing the wireless ecosystem.

Bio: Tommaso Melodia is the William Lincoln Smith Professor with the Department of Electrical and Computer Engineering at Northeastern University in Boston. He is also the Founding Director of the Institute for the Wireless Internet of Things and the Director of Research for the PAWR Project Office. He received his Laurea (integrated BS and MS) from the University of Rome - La Sapienza and his Ph.D. in Electrical and Computer Engineering from the Georgia Institute of Technology in 2007. He is an IEEE Fellow and recipient of the National Science Foundation CAREER award. Prof. Melodia is serving as Editor in Chief for Computer Networks, and has served as Associate Editor for IEEE Transactions on Wireless Communications, IEEE Transactions on Mobile Computing, IEEE Transactions on Multimedia, among others. He was the Technical Program Committee Chair for IEEE Infocom 2018, and General Chair for ACM MobiHoc 2020, IEEE SECON 2019, ACM Nanocom 2019, and ACM WUWNet 2014. Prof. Melodia’s research on modeling, optimization, and experimental evaluation of Internet-of-Things and wireless networked systems has been funded by the US National Science Foundation, several industrial partners, the Air Force Research Laboratory the Office of Naval Research, DARPA, and the Army Research Laboratory.


Salil Kanhere

Professor, University of New South Wales (UNSW), Sydney, Australia

Transparent, Trustworthy and Privacy-Preserving Supply Chains

Abstract: Over the years, supply chains have evolved from a few regional traders to globally complex chains of trade. Consequently, supply chain management systems have become heavily dependent on digitisation for the purpose of data storage and traceability of goods. However, current approaches suffer from issues such as scattering of information across multiple silos, susceptibility of erroneous or untrustworthy data, inability to accurately capture physical events associated with the movement of goods and protection of trade secrets. Our work aims to address above mentioned challenges related to traceability, scalability, trustworthiness and privacy.

To support traceability and provenance, a consortium blockchain based framework, ProductChain, is proposed which provides an immutable audit trail of product's supply chain events and its origin. The framework also presents a sharded network model to meet the scalability needs of complex supply chains. Next, we address the issue of trust associated with the qualities of the commodities and the entities logging data on the blockchain through an extensible framework, TrustChain. TrustChain tracks interactions among supply chain entities and dynamically assigns trust and reputation scores to commodities and traders using smart contracts. For protecting trade secrets, we propose a privacy-preservation framework PrivChain, which allows traders to keep trade related information private and rather return computations or proofs on data to support provenance and traceability claims. The traders are in turn incentivised for providing such proofs. A different privacy-preservation approach for decoupling the identities of traders is explored in TradeChain by managing two ledgers: one for managing decentralised identities and another for recording supply chain events. The information from two ledgers is then collated using access tokens provided by the data owners, i.e. traders themselves

Bio: Salil Kanhere received the M.S. and Ph.D. degrees from Drexel University, Philadelphia, USA. He is a Professor in the School of Computer Science and Engineering with UNSW Sydney, Australia. His research interests include the Internet of Things, cyber physical systems, blockchain, pervasive computing, cybersecurity, and applied machine learning. He has received 8 Best Paper Awards and his research is regularly featured in media including ABC News Australia, CNN, New Scientist, MIT Technology Review, ZDNET and Computer World among others. Salil is also affiliated with CISRO’s Data61 and the Cybersecurity Cooperative Research Centre. He is a Senior Member of the IEEE and ACM, an ACM Distinguished Speaker and an IEEE Computer Society Distinguished Visitor. He has received the Friedrich Wilhelm Bessel Research Award (2020) and the Humboldt Research Fellowship (2014), both from the Alexander von Humboldt Foundation in Germany. He has held visiting positions at I2R Singapore, Technical University Darmstadt, University of Zurich and Graz University of Technology. He serves as the Editor in Chief of the Ad Hoc Networks journal and as an Associate Editor of IEEE Transactions On Network and Service Management, Computer Communications, and Pervasive and Mobile Computing. He has served on the organising committee of several IEEE/ACM international conferences and was the General Chair for the IEEE International Conference on Blockchain and Cryptocurrency (ICBC) 2021 and Program Chair for IEEE PerCom 2022. He has co-authored a book titled Blockchain for Cyberphysical Systems published by Artech House in 2020.