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Muhammad Aamir Cheema

Associate Professor, ACM Distinguished Speaker,
Co-Director of Urban Computing Lab, and Director of Education
Department of Software Systems and Cybersecurity,
Faculty of Information Technology,
Monash University,
Melbourne,
AUSTRALIA

Office: 2.04F, 20 Exhibition Walk (Woodside Building), Monash University, Clayton 3168 VIC
Phone: +61 3 9905 9662
Email:



News
Aug-2024 Our Vision paper titled "Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions", has been accepted in ACM SIGSPATIAL 2024.
Jul-2024 Our paper titled"Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions" has been accepted in ACM Computing Surveys 2024.
Jul-2024 Our paper titled "Enabling Spatial Digital Twins: Technologies, Challenges, and Future Research Directions" has been accepted in PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 2024.
Apr-2024 Our paper titled "Efficient Alternative Route Planning in Road Networks" has been accepted for publication in IEEE Transactions on Intelligent Transportation Systems.
Jan-2024 Our paper titled "Load Balancing for Heterogeneous Serverless Edge Computing: A Performance-Driven and Empirical Approach" has been accepted by Future Generation Computer Systems.
Jan-2024 Our paper titled "faasHouse: Sustainable Serverless Edge Computing through Energy-aware Resource Scheduling" has been accepted by IEEE Transactions on Services Computing.
Jan-2024 My tenure as the Director of Research for our department has concluded, and I am transitioning into the role of Director of Education. Having dedicated a substantial portion of my career to research-only roles like DECRA and Future Fellow, I am excited to take on this new responsibility and aim to make a meaningful contribution to education at Monash.
Sep-2023 Bojie Shen has completed his PhD. His PhD work on pathfinding included several papers in top-tier venues such as IJCAI, ICAPS, and AIJ. Congratulations Dr Shen.
June-2023 Our team, consisting of my dad, brother, and myself, won the Greater Dandenong Table Tennis Association Autumn Pennant Tournament (B3) which runs for 11 weeks in Autumn each year. I was also honored to receive a medal for the Leading Player of the tournament. Photo at the ceremony here.
May-2023 I am now an ACM Distinguished Speaker. Please visit my profile on the ACM Distinguished Speaker Program website for details.
Apr-2023 Our paper titled "Efficient Object Search in Game Maps"" has been accepted at IJCAI, 2023.
Mar-2023 Our paper titled "Safest Nearby Neighbor Queries in Road Networks" has been accepted at IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2023.
Feb-2023 We have papers accepted in IEEE TKDE, ICAPS, and EDBT. See publications for details.
Nov-2022 Our ARC Discovery Project "Driving Towards Greener and Safer Roads using Big Spatiotemporal Data" has been funded by the Australian Research Council.
Nov-2022 I will be giving a keynote at APWeb-WAIM 2022 on 26-Nov-2022.
Nov-2022 Our paper "Ultrafast Euclidean Shortest Path Computation using Hub Labeling" has been accepted at AAAI, 2023.
Introduction

Bio: I am currently an Associate Professor, ACM Distinguished Speaker, and Director of Education at the Department of Software Systems and Cybersecurity at Monash University. I am also the founder and co-director of Urban Computing Lab. I am the recipient of 2012 Malcolm Chaikin Prize for Research Excellence in Engineering, 2013 Discovery Early Career Researcher Award, 2014 Dean's Award for Excellence in Research by an Early Career Researcher, 2018 ARC Future Fellowship, 2018 Monash Student Association Teaching Award, and 2019 Victorian Young Tall Poppy Science Award. I have also won two CiSRA best research paper awards (in 2009 and 2010), two "one of the best papers of ICDE" (in 2010 and 2012), and three best paper awards at ICAPS 2020, WISE 2013 and ADC 2010, respectively. I am an Associate Editor of IEEE Transactions on Knowledge and Data Engineering (TKDE). Some of my other service roles include PC co-chair for ADC 2015, ADC 2016, ACM SIGSPATIAL Workshop ISA 2016 & 2018, and International Workshop on Social Computing (IWSC) 2017, proceedings chair for ICDE 2019 and DASFAA 2015, tutorial chair for APWeb 2017 and publicity co-chair for ACM SIGSPATIAL 2017 & 2018.

Research interests: My research interests lie in the areas of data management, data analytics, cloud computing and edge computing. Specifically, I focus on the application of these technologies in Urban Computing, with a particular emphasis on the development of sustainable transportation systems and smart buildings. By leveraging cutting-edge data management and analytics techniques, my research aims to contribute to the creation of cities that are inclusive, safe, resilient, and sustainable, in alignment with United Nations Sustainable Development Goal 11. Some examples of my current research projects are: 1) using electric vehicles and bidirectional charging to reduce greenhouse gas emissions, e.g., charging using excess renewable energy and supplying power back to grid/homes when renewable energy is scarce; 2) using big spatiotemporal data collected from smartphones mounted in vehicles to reduce greenhouse gas emissions on roads and improve road safety by automatically identifying risky road conditions and unsafe driving behaviors (this is our ARC Discovery Project 2023); 3) indoor data management for smart buildings, including pathfinding, emergency evacuation, location-based services, mobility analytics etc. to improve the functionality and safety of buildings (this is related to my ARC Future Fellowship Project); 4) using digital twins to reduce carbon footprint of cities and buildings. This includes creating digital replicas of cities and buildings to simulate the impact of various interventions on energy consumption and emissions.

If your research aims/interests are similar and you are interested in exploring collaboration opportunities, please reach out to me.

Awards/Honors
Hobbies

I love playing different sports (especially Badminton), and writing in my free time. Here are some highlights in reverse chronological order.