Pavana Prakash

According to our database, Pavana Prakash authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Predicting Heterogeneity and Serverless Principles of Converged High-Performance Computing, Artificial Intelligence, and Workflows.

Pedro Bruel, Sai Rahul Chalamalasetti, Aditya Dhakal, Eitan Frachtenberg, Ninad Hogade, Rolando Pablo Hong Enriquez, Alok Mishra, Dejan S. Milojicic, Pavana Prakash, Gourav Rattihalli

Computer, January, 2024

DyTwin: Federated Adaptive Digital Twins for Data Centers - Visualization and Anomaly Detection.

Ebad Taheri, Pedro Bruel, Pavana Prakash, Gourav Rattihalli, Ninad Hogade, Aditya Dhakal, Rolando P. Hong Enriquez, Torsten Wilde, Leo Popokh, Dejan S. Milojicic, Cullen E. Bash

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

Acceleration of Graph Neural Networks with Heterogenous Accelerators Architecture.

Kaiwen Cao, Archit Gajjar, Liad Gerstman, Kun Wu, Sai Rahul Chalamalasetti, Aditya Dhakal, Giacomo Pedretti, Pavana Prakash, Wen-Mei Hwu, Deming Chen, Dejan S. Milojicic

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

2023

Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant.

Chenpei Huang, Hui Zhong, Jie Lian, Pavana Prakash, Dian Shi, Yuan Xu, Miao Pan

CoRR, 2023

Resting Your Car for Cash: Incentive Mechanism Based TNC Car Scheduling for Carbon Neutrality.

Maoqiang Wu, Guoliang Cheng, Pavana Prakash, Rong Yu, Xiaoming Xiong, Miao Pan

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization.

Rui Chen, Qiyu Wan, Pavana Prakash, Lan Zhang, Xu Yuan, Yanmin Gong, Xin Fu, Miao Pan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DAFL: Delay Efficient Federated Learning over Mobile Devices via Device-to-Device Transmissions.

Huai-an Su, Pavana Prakash, Rui Chen, Yanmin Gong, Rong Yu, Xin Fu, Miao Pan

Proceedings of the IEEE Global Communications Conference, 2023

2022

Toward Energy-Efficient Federated Learning Over 5G+ Mobile Devices.

Dian Shi, Liang Li, Rui Chen, Pavana Prakash, Miao Pan, Yuguang Fang

IEEE Wirel. Commun., 2022

IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization.

Pavana Prakash, Jiahao Ding, Rui Chen, Xiaoqi Qin, Minglei Shu, Qimei Cui, Yuanxiong Guo, Miao Pan

IEEE Internet Things J., 2022

2021

Towards Energy Efficient Federated Learning over 5G+ Mobile Devices.

Dian Shi, Liang Li, Rui Chen, Pavana Prakash, Miao Pan, Yuguang Fang

CoRR, 2021

SQuaFL: Sketch-Quantization Inspired Communication Efficient Federated Learning.

Pavana Prakash, Jiahao Ding, Minglei Shu, Junyi Wang, Wenjun Xu, Miao Pan

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

To Talk or to Work: Delay Efficient Federated Learning over Mobile Edge Devices.

Pavana Prakash, Jiahao Ding, Maoqiang Wu, Minglei Shu, Rong Yu, Miao Pan

Proceedings of the IEEE Global Communications Conference, 2021

2020

Privacy Preserving Facial Recognition Against Model Inversion Attacks.

Pavana Prakash, Jiahao Ding, Hongning Li, Sai Mounika Errapotu, Qingqi Pei, Miao Pan

Proceedings of the IEEE Global Communications Conference, 2020

2019

Secure Authentication of ADS-B Aircraft Communications using Retroactive Key Publication.

Pavana Prakash, Ahmed Abdelhadi, Miao Pan

CoRR, 2019