Somali Chaterji
Purdue University
H-index: 26
North America-United States
Top articles of Somali Chaterji
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
How to Learn Collaboratively-Federated Learning to Peer-to-Peer Learning and What’s at Stake | Atul Sharma Joshua C Zhao Wei Chen Qiang Qiu Saurabh Bagchi | 2023/6/27 | |
Systems and methods for multi-branch video object detection framework | 2023/12/14 | ||
Vega: Drone-based Multi-Altitude Target Detection for Autonomous Surveillance | DCOSS-IoT 2023 International Conference on Distributed Computing in Smart Systems and the Internet of Things | Akhil Bandarupalli Sarthak Jain Akash Melachuri Joe Pappas Somali Chaterji | 2023/6 |
Autonomous Navigation in Digital Agriculture: Using the Segment-Anything-Model for Corn Row Identification | Harsh Pathak Yaguang Zhang Nathan C Sprague Dennis R Buckmaster John T Evans | 2023/12/10 | |
FLAIR: Defense against Model Poisoning Attack in Federated Learning | ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2023) | Atul Sharma Wei Chen Joshua Zhao Qiang Qiu Saurabh Bagchi | 2023 |
Clustered database reconfiguration system for time-varying workloads | 2023/11/21 | ||
System for content aware reconfiguration of video object detection | 2023/9/14 | ||
Asgard: Are NoSQL databases suitable for ephemeral data in serverless workloads? | Frontiers in High Performance Computing | Karthick Shankar Ashraf Mahgoub Zihan Zhou Utkarsh Priyam Somali Chaterji | 2023/9 |
Litereconfig: Cost and content aware reconfiguration of video object detection systems for mobile gpus | Ran Xu Jayoung Lee Pengcheng Wang Saurabh Bagchi Yin Li | 2022/3/28 | |
P2PRISM-Peer to peer learning with individual prism for secure aggregation | Atul Sharma Wei Chen Joshua Christian Zhao Qiang Qiu Saurabh Bagchi | 2022/9/29 | |
Lerna: transformer architectures for configuring error correction tools for short-and long-read genome sequencing | BMC bioinformatics | Atul Sharma Pranjal Jain Ashraf Mahgoub Zihan Zhou Kanak Mahadik | 2022/1/6 |
Kuiper: Moderated Asynchronous Federated Learning on Heterogeneous Mobile Devices with Non-IID Data | Dipesh Tamboli Pranjal Jain Atul Sharma Biplab Banerjee Saurabh Bagchi | 2022/9/29 | |
ORION and the three rights: Sizing, bundling, and prewarming for serverless DAGs | Ashraf Mahgoub Edgardo Barsallo Yi Karthick Shankar Sameh Elnikety Somali Chaterji | 2022 | |
KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering | Zihan Zhou Zijia Du Somali Chaterji | 2022/8/14 | |
SmartAdapt: Multi-branch object detection framework for videos on mobiles | Ran Xu Fangzhou Mu Jayoung Lee Preeti Mukherjee Somali Chaterji | 2022 | |
Wisefuse: Workload characterization and dag transformation for serverless workflows | Proceedings of the ACM on Measurement and Analysis of Computing Systems | Ashraf Mahgoub Edgardo Barsallo Yi Karthick Shankar Eshaan Minocha Sameh Elnikety | 2022/6/6 |
IRIS: Online Reconfiguration of Distributed NoSQL Databases for Dynamic Workloads | Ashraf Mahgoub Paul C Wood Subrata Mitra Folker Meyer Somali Chaterji | 2022/12/9 | |
21st IEEE International Workshop on High Performance Computational Biology (HiCOMB 2022) | Alba Cristina MA de Melo Ananth Kalyanaraman Can Alkan Mohammed Alser Rolf Backofen | 2022/5/30 | |
System and methods for content and contention-aware approximate object detection | 2022/10/13 | ||
Lattice: A Vision for Machine Learning, Data Engineering, and Policy Considerations for Digital Agriculture at Scale | IEEE Open Journal of the Computer Society | Somali Chaterji Nathan DeLay John Evans Nathan Mosier Bernard Engel | 2021/6/1 |
Co-Authors
