Archana Bura

According to our database, Archana Bura authored at least 11 papers between 2015 and 2024.

Collaborative distances:

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

2024

Windex: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks.

Archana Bura, Ushasi Ghosh, Dinesh Bharadia, Srinivas Shakkottai

CoRR, 2024

Structured Reinforcement Learning for Media Streaming at the Wireless Edge.

Archana Bura, Sarat Chandra Bobbili, Shreyas Rameshkumar, Desik Rengarajan, Dileep Kalathil, Srinivas Shakkottai

Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Demo: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks.

Archana Bura, Ushasi Ghosh, Dinesh Bharadia, Srinivas Shakkottai

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

2022

Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms.

Archana Bura, Desik Rengarajan, Dileep Kalathil, Srinivas Shakkottai, Jean-François Chamberland

IEEE/ACM Trans. Netw., 2022

QFlow: A Learning Approach to High QoE Video Streaming at the Wireless Edge.

Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Bainan Xia, Srinivas Shakkottai, Dileep Kalathil, Ricky K. P. Mok, Amogh Dhamdhere

IEEE/ACM Trans. Netw., 2022

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning.

Archana Bura, Aria HasanzadeZonuzy, Dileep Kalathil, Srinivas Shakkottai, Jean-François Chamberland

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees.

Archana Bura, Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai, Jean-François Chamberland

CoRR, 2021

Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs.

Aria HasanzadeZonuzy, Archana Bura, Dileep M. Kalathil, Srinivas Shakkottai

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks.

Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Srinivas Shakkottai, Dileep M. Kalathil, Ricky K. P. Mok, Amogh Dhamdhere

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

2017

Latency analysis for distributed storage.

Parimal Parag, Archana Bura, Jean-François Chamberland

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2015

Throughput of TCP over Cognitive Radio Channels.

Sudheer Poojary, Akash Agrawal, Bhoomika Gupta, Archana Bura, Vinod Sharma

Proceedings of the 2015 IEEE Global Communications Conference, 2015