I work in the areas of Networking, Mobile and Pervasive Computing, IoT, and Applied Machine Learning.
For updated list of my publications please see my Google Scholar Profile.
- Summer 2021 at Microsoft Research (5G).
- Spring 2021 Visiting Research Scholar at NYU.
- Summer 2020 at IBM Research (AI in healthcare).
- Summer 2015 at Oracle Labs Burlington (Persistent Memory).
Publications & Patents
Arming IDS Researchers with a Robotic Arm Dataset.
Arpan Gujarati, Zainab Saeed Wattoo, Maryam Raiyat Aliabadi, Sean Clark, Xiaoman Liu, Parisa Shiri, Amee Trivedi, Ruizhe Zhu, Jason Hein, Margo Seltzer
Proceedings of IEEE/IFIP International Conference on Dependable Systems and Networks.
Analyzing the Impact of Covid-19 Control Policies on Campus Occupancy and Mobility via Passive WiFi Sensing.
Camellia Zakaria, Amee Trivedi, Michael Chee, Prashant Shenoy, Rajesh Balan
arXiv preprint, 2020-05, in submission.
Millimeter Wave Wireless-Assisted Robotic Navigation with Link State Classification.
Mingsheng Yin, Akshaj Veldanda, Amee Trivedi, Jeff Zhang, Kai Pfeiffer, Yaqi Hu, Siddharth Garg, Elza Erkip, Ludovic Righetti, Sundeep Rangan.
IEEE Open Journal of Communications Society
Human Mobility Monitoring using WiFi: Analysis, Modeling, and Applications.
Doctoral Dissertation, 2021.
Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings.
Amee Trivedi, William Ogallo, Girmaw Abebe.
Proceedings of IMIA MedInfo, 2021.
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing.
Amee Trivedi, Kate Silverstein, Emma Strubell, Mohit Iyyer, Prashant Shenoy.
Proceedings of ACM SIGCAS Conference on Computing and Sustainable Societies (Compass), 2021.
WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing.
Amee Trivedi, Camellia Zakaria, Rajesh Balan, Prashant Shenoy.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies IMWUT (Ubicomp), 2021. [NEWS] [CICS NEWS]
Phone-based Ambient Temperature Sensing Using Opportunistic Crowdsensing and Machine Learning.
Amee Trivedi, Phuthipong Bovornkeeratiroj, Joseph Breda, Prashant Shenoy, Jay Taneja, David Irwin.
March 2021 Journal Print, Accepted to IGSC, 2020 PDF
Digital Contact Tracing: Technologies, Shortcomings, and the Path Forward
Amee Trivedi, Deepak Vasisht.
ACM SIGCOMM Computer Communication Review, October 2020
WiFiMon: a mobility analytics platform for building occupancy monitoring and contact tracing using wifi sensing.
E Cecchet, A Acharya, T Molom-Ochir, Amee Trivedi, Prashant Shenoy.
Accepted to Sensys, 2020, 18th Conference on Embedded Networked Sensor Systems.
Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids.
Akhil Soman, Amee Trivedi, David Irwin, Beka Kosanovic, Ben McDaniel, Prashant Shenoy. Proceedings of ACM Intl. Conference on Future Energy Systems (e-Energy) . Melbourne, Australia, June 2020.
Empirical Characterization of Mobility of Multi-Device Internet Users
Amee Trivedi, Jeremy Gummeson, Prashant Shenoy. arXiv preprint, 2020-03-20 , in submission.
Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing
Joseph Breda, Amee Trivedi, Chulabhaya Wijesundara, Phuthipong Bovornkeeratiroj, David Irwin, Prashant Shenoy, Jay Taneja
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (Buildsys). New York, USA, November 2019.
Committing copy-on-write transaction with a persist barrier for a persistent object including payload references
VJ Marathe, S Byan, MI Seltzer, A Mishra, Amee Trivedi. US Patent 10,229,012
Efficient memory management for persistent memory
VJ Marathe, S Byan, MI Seltzer, A Mishra, Amee Trivedi. US Patent 10,204,022
Persistent Memory Transactions
Virendra Marathe, Achin Mishra, Amee Trivedi, Yihe Huang, Faisal Zaghloul, Sanidhya Kashyap, Margo Seltzer, Tim Harris, Steve Byan, Bill Bridge, Dave Dice. arXiv preprint arXiv:1804.00701, 2018
Efficient Copy-on-Write Transactions on Persistent Memory
VJ Marathe, S Byan, MI Seltzer, A Mishra, Amee Trivedi. US Patent 10229012B2
ischedule: Campus-scale hvac scheduling via mobile wifi monitoring
Amee Trivedi, Jeremy Gummeson, David Irwin, Deepak Ganesan, Prashant Shenoy. Proceedings of the Eighth International Conference on Future Energy Systems e-Energy. HongKong, 2017.
In a previous life, I was a kernel programmer in the Tandem Non-Stop Kernel Group .
amee [dot] trivedi [at] ubc [dot] ca
|08/2021||Joined UBC as a Postdoctoral Research Fellow.|
|05/2021||Spending Summer 2021 at Microsoft Research.|
|02/2021||Spring 2021- Visiting Research Scholar at NYU .|
|12/2020||Awarded Dissertation Writing Fellowship for S'21.|
|11/2020||Contact Tracing Review Paper accepted at ACM SIGCOMM CCR.|
|10/2020||Best Paper Award at IGSC 2020 for Paper.|
|10/2020||Invited Research Talk at UMass, Dartmouth|
|10/2020||Invited Guest Speaker at UMass, Amherst CICS Computing for the Common Good Showcase|
|08/2020||WiFiTrace got a Press Release . YAY!!!|
|06/2020||Summer'20 @ IBM Research NY.|
|06/2020||WiFiTrace included in UMass Amherst COVID-19 response resources.|
|05/2020||Notes Paper on "Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids" accepted at eEnergy, 2020.|
|11/2019||Our paper titled "Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing" was accepted to BuildSys 2019, New York.|