Publications

2024

[CHI 2024] Hand Gesture Recognition for Blind Users by Tracking 3D Gesture Trajectory
Prerna Khanna, IV Ramakirshnan, Shubham Jain, Xiaojun Bi, Aruna Balasubramanian
CHI 2024

2023

[MobiCom 2023] AccessWear: Making Smartphone Applications Accessible to Blind Users
Prerna Khanna, Shirin Feiz, Jian Xu, IV Ramakirshnan, Shubham Jain, Xiaojun Bi, Aruna Balasubramanian
MobiCom 2023 PDF icon pdf
[WWW '23 2023] Is IPFS Ready for Decentralized Video Streaming?
Zhengyu Wu, Cheng Hao Ryan Yang, Santiago Vargas, Arun Balasubramanian
WWW '23 2023

2022

[ACM Trans. Comput. Healthcare 2022] SpiroMask: Measuring Lung Function Using Consumer-Grade Masks
Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joe Breda, Jacob Peplinski, Shwetak Patel
ACM Trans. Comput. Healthcare 2022 PDF icon pdf
[UbiComp 2022] MuteIt: Jaw Motion Based Unvoiced Command Recognition Using Earable
Tanmay Srivastava, Prerna Khanna, Shijia Pan, Phuc Nguyen, Shubham Jain
UbiComp 2022 PDF icon pdf
[UbiComp 2022] MobiVQA: Efficient On-Device Visual Question Answering
Qingqing Cao, Prerna Khanna, Nicholas D. Lane, Balasubramanian Aruna
UbiComp 2022 PDF icon pdf
[ML for Systems Workshop NeurIPS 2022] Predicting Network Buffer Capacity for BBR Fairness
Ibrahim Umit Akgun, Santiago Vargas, Michael Arkhangelskiy, Andrew Burford, Michael McNeill, Aruna Balasubramanian, Anshul Gandhi, Erez Zadok
ML for Systems Workshop NeurIPS 2022
[MobiSys Demo 2022] Leveraging Earables for Unvoiced Command Recognition
Tanmay Srivastava, Prerna Khanna, Shijia Pan, Phuc Nguyen, Shubham Jain
MobiSys Demo 2022 PDF icon pdf, PDF icon poster
[IMC 2022] Are Mobiles Ready for BBR?
Santiago Vargas, Gautham Gunapati, Anshul Gandhi, Aruna Balasubramanian
IMC 2022 PDF icon pdf, File slides
[NSDI 2022] Swift: Adaptive Video Streaming with Layered Neural Codecs
Mallesham Dasari, Kumara Kahapatiya, Dimitris Samaras, Aruna Balasubramanian, Samir Das
NSDI 2022

2021

[WWW 2021] BBR Bufferbloat in DASH Video
Santiago Vargas, Rebecca Drucker, Aruna Balasubramanian, Anshul Gandhi
WWW 2021 PDF icon pdf, File slides
[HotMobile 2021] Jawsense: recognizing unvoiced sound using a low-cost ear-worn system
Prerna Khanna, Tanmay Srivastava, Shijia Pan, Shubham Jain, Phuc Nguyen
HotMobile 2021 PDF icon pdf, File slides
[EMNLP Demo 2021] IrEne-viz: Visualizing Energy Consumption of Transformer Models
Yash Lal, Reetu Singh, Harsh Trivedi, Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian
EMNLP Demo 2021 PDF icon pdf
[ACL 2021] IrEne: Interpretable Energy Prediction for Transformers
Qingqing Cao, Yash Lal, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
ACL 2021 PDF icon pdf
[SustaiNLP 2021] Towards Accurate and Reliable Energy Measurement of NLP Models
Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian
SustaiNLP 2021 PDF icon pdf
[WWW 2021] Browselite: A Private Data-Saving Solution for the Web
Conor Kelton, Matteo Varvello, Andrius Aucinas, Benjamin Livshits
WWW 2021 PDF icon pdf, PDF icon slides

2020

[MobileHCI 2020] A Survey of Patterns for Adapting Smartphone App UIs to Smart Watches
Zhilan Zhou, Jian Xu, Don Porter, Aruna Balasubramanian
MobileHCI 2020
[MobileHCI 2020] Modeling User-Centered Page Load Time for Smartphones
Conor Kelton, Jihoon Ryoo, Aruna Balasubramanian, Xiaojun Bi, Samir R. Das
MobileHCI 2020 PDF icon pdf
[ACL 2020] Deformer: Decomposing Pre-trained Transformers for Faster Question Answering
Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
ACL 2020 PDF icon pdf
[EICS 2020] WProfX: A Fine-grained Visualization Tool for Web Page Loads
Javad Nejati, Aruna Balasubramanian
EICS 2020 PDF icon pdf
[TMA 2020] Need for Mobile Speed: A Historical Analysis of Mobile Web Performance
Javad Nejati, Meng Luo, Nick Nikiforakis, Aruna Balasubramanian
TMA 2020 PDF icon pdf, File PPT
[INFOCOM 2020] PARSEC: Streaming 360 Degree Videos Using Super-Resolution
Mallesham Dasari, Arani Bhattacharya, Santiago Vargas, Aruna Balasubramanian, Samir R. Das
INFOCOM 2020 PDF icon pdf
[MADWEB 2020] Browser-Based Deep Behavioral Detection of WebCryptomining with CoinSpy
Conor Kelton, Aruna Balasubramanian, Ramya Raghavendra, Mudhakar Srivatsa
MADWEB 2020 PDF icon pdf

2019

[ASSETS 2019] DarkReader: Bridging the Gap Between Perception and Reality of Power Consumption in Smartphones for Blind Users [Best Paper Nominee]
Jian Xu, Syed Masum Billah, Roy Shilkrot, Aruna Balasubramanian
ASSETS 2019 PDF icon pdf, PDF icon slides, Plain text icon bibtex
[ETRA 2019] Reading Detection in Real-time
Conor Kelton, Zijun Wei, Aruna Balasubramanian, Samir R. Das, Dimitris Samaras, Gregory Zelinsky
Symposium on Eye Tracking Research and Applications 2019 PDF icon pdf, PDF icon poster
[IMC 2019] Characterizing JSON Traffic Patterns on a CDN
Santiago Vargas, Utkarsh Goel, Moritz Steiner, Aruna Balasubramanian
Internet Measurement Conference 2019 PDF icon pdf, PDF icon slides, Plain text icon bibtex
[IMC 2019] When to use and when not to use BBR: An empirical analysis and evaluation study
Yi Cao, Arpit Jain, Kriti Sharma, Aruna Balasubramanian, Anshul Gandhi
Internet Measurement Conference 2019 PDF icon pdf, File slides, Plain text icon bibtex
[IMC 2019] ECON: Modeling the network to improve application performance
Yi Cao, Javad Nejati, Aruna Balasubramanian, Anshul Gandhi
Internet Measurement Conference 2019 PDF icon pdf, File slides, Plain text icon bibtex
[MobiSys 2019] DeQA: On-Device Question Answering
Qingqing Cao, Noah Weber, Niranjan Balasubramanian, Aruna Balasubramanian
The 17th Annual International Conference on Mobile Systems, Applications, and Services 2019 PDF icon pdf, File slides, Plain text icon bibtex

2018

[ComsNets, 2018] A Highly Resilient and Scalable Broker architecture for IoT applications
Souranil Sen, Aruna Balasubramanian
COMSNETS 2018 PDF icon pdf
[IMC 2018] Impact of Device Performance on Mobile Internet QoE
Mallesham Dasari, Santiago Vargas, Arani Bhattacharya, Aruna Balasubramanian, Samir R. Das
Internet Measurement Conference 2018 PDF icon pdf, File slides, Plain text icon bibtex
[UIST 2018] Ultra-Low-Power Mode for Screenless Mobile Interaction
Jian Xu, Suwen Zhu, Aruna Balasubramanian, Xiaojun Bi, Roy Shilkrot
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology 2018 PDF icon pdf, File slides, Plain text icon bibtex

2017

[HotNets 2017] Opportunities and Challenges of Ad-based Measurements from the Edge of the Network
Patricia Callejo, Conor Kelton, Narseo Vallina-Rodriguez, Rubén Cuevas, Oliver Gasser, Christian Kreibich, Florian Wohlfart, Ángel Cuevas
Hotnets 2017 PDF icon pdf
[MobiCom Demo, 2017] UIWear: Easily Adapting User Interfaces forWearable Devices (Demo)
Jian Xu, Qingqing Cao, Aruna Balasubramanian, Donald E. Porter
MobiCom 2017 PDF icon pdf, Plain text icon bibtex
[MobiCom, 2017] UIWear: Easily Adapting User Interfaces forWearable Devices
Jian Xu, Qingqing Cao, Aditya Prakash, Aruna Balasubramanian, Donald E. Porter
MobiCom 2017 PDF icon pdf, File slides, Plain text icon bibtex
[SIGCOMM Poster 2017] Demystifying Hardware Bottlenecks in Mobile Web Quality of Experience
Malleshan Dasari, Conor Kelton, Javad Nejati, Aruna Balasubramanian, Samir Das
[SIGCOMM Poster 2017] Rethinking TCP Throughput and Latency Modeling
Yi Cao, Aruna Balasubramanian, Anshul Gandhi
SIGCOMM 2017 PDF icon pdf, Plain text icon bibtex
[SigMetrics, 2017] Deconstructing the Energy Consumption of the Mobile Page Load
Yi Cao, Javad Nejati, Muhammad Wajahat, Aruna Balasubramanian, Anshul Gandhi
Sigmetrics 2017 PDF icon pdf, PDF icon slides, Plain text icon bibtex
[EMDL 2017] MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU
Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian
1st International Workshop on Embedded and Mobile Deep Learning (EMDL) 2017 PDF icon pdf, File slides, Plain text icon bibtex
[NSDI 2017] Improving User Perceived Page Load Time Using Gaze
Conor Kelton, Jihoon Ryoo, Aruna Balasubramanian, Samir R. Das
USENIX Network Systems Design and Implementation (NSDI) 2017 PDF icon pdf, PDF icon slides
[HotMobile 2017] PrIA: A Private Intelligent Assistant
Aruna Balasubramanian, Niranjan Balasubramanian, Supriyo Chakraborthy, Shashank Jain, Vivek Tiwari
HotMobile 2017 PDF icon pdf

2016

[WWW 2016] An In-Depth Study of Mobile Browser Performance
Javad Nejati, Aruna Balasubramanian
WWW 2016 PDF icon pdf
[Sigmetrics Poster 2016] Analyzing the Power Consumption of the Mobile Page Load
Yi Cao, Javad Nejati, Pavan Maguluri, Aruna Balasubramanian, Anshul Gandhi
Sigmetrics 2016 PDF icon pdf, Plain text icon bibtex

2015

[UbiComp, 2015] Enhancing Mobile Apps to Use Sensor Hubs Without Programmer Effort (Best Paper Award)
Haichen Shen, Aruna Balasubramanian, Anthony LaMarca, David Wetherall
ACM Ubicomp 2015 PDF icon pdf, File pptx