Md Kamran Chowdhury Shisher
Computer Science · Purdue University West Lafayette
Publications
23
Citations
154
Est. group size
—
Recurring co-author estimate
Active years
10
Publishing since 2017
This researcher works on making networked systems deliver timely, useful information for real-time decision-making, particularly for machine-learning inference tasks that rely on data sent over communication networks. Core topics include 'Age of Information' (a way to measure how fresh or stale transmitted data is), scheduling of data transmissions, and co-designing communication and learning systems so that remote inference (running AI predictions using data sent from a separate device) stays accurate and timely. Much of this work targets applications like IoT (Internet of Things) devices, wireless sensor networks, and safety-critical systems that need up-to-date situational awareness.
Publication output was minimal or absent before 2021 but has grown noticeably since 2022, peaking in 2023-2024 and remaining active through 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Goal-Oriented Status Updating for Real-Time Remote Inference Over Networks With Two-Way Delay
IEEE Transactions on Networking · 2026
- AoI-Based Scheduling of Correlated Sources for Timely Inference
2025
- Computation and Communication Co-scheduling for Multi-Task Remote Inference
arXiv (Cornell University) · 2025
- RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
arXiv (Cornell University) · 2025
- AoI-based Scheduling of Correlated Sources for Timely Inference
arXiv (Cornell University) · 2025
- Timely Communications for Remote Inference
IEEE/ACM Transactions on Networking · 2024
- On the Monotonicity of Information Aging
2024
- Goal-Oriented Communications for Remote Inference Under Two-Way Delay with Memory
2024
- Timely Inference over Networks
ACM SIGMETRICS Performance Evaluation Review · 2024
- On the Monotonicity of Information Aging
arXiv (Cornell University) · 2024
- Goal-Oriented Status Updating for Real-time Remote Inference over Networks with Two-Way Delay
arXiv (Cornell University) · 2024
- Learning and Communications Co-Design for Remote Inference Systems: Feature Length Selection and Transmission Scheduling
IEEE Journal on Selected Areas in Information Theory · 2023
- A Transfer Learning-Based Deep Convolutional Neural Network for Detection of Fusarium Wilt in Banana Crops
AgriEngineering · 2023
- Context-aware Status Updating: Wireless Scheduling for Maximizing Situational Awareness in Safety-critical Systems
2023
- A Transfer Learning-Based Deep Convolutional Neural Network for Detection of Fusarium Wilt in Banana Crops
Preprints.org · 2023
- arXiv (Cornell University)×10
- IEEE Journal on Selected Areas in Information Theory×1
- AgriEngineering×1
- IEEE/ACM Transactions on Networking×1
- IEEE Transactions on Networking×1
- Vishrant Tripathi
Computer Science · Purdue University West Lafayette
- Sunjung Kang
Computer Science · The Ohio State University
- Jiayu Pan
Computer Science · The Ohio State University
- Chengzhang Li
Computer Science · The Ohio State University
- Kwang Taik Kim
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile