Deepak Nadig
Computer Science · Purdue University West Lafayette
Publications
29
Citations
212
Est. group size
—
Recurring co-author estimate
Active years
32
Publishing since 1994
Deepak Nadig works on making cloud and networked computing systems run more efficiently and reliably, covering topics like automatically scaling cloud applications (including for AI workloads), monitoring and observability of microservices, and optimizing how data moves through networks (including 5G/Wi-Fi, edge computing, and specialized network hardware). His recent work focuses heavily on Kubernetes-based cloud infrastructure, service meshes, and using AI techniques to manage cloud systems. Prospective students would likely engage with practical systems-building research combining cloud computing, networking, and increasingly, machine learning for infrastructure management.
Publication output has been variable over the last decade with a gap in 2020 and 2023, but activity increased notably in 2024-2025, suggesting a recent resurgence rather than steady or purely growing output.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- NAS: A Novel Network-Aware Kubernetes Scheduling Framework Using eBPF Service Mesh
2025
- DeepScale: Forecast-Based Vertical Scaling in Cloud-Native MLOps
2025
- C-KASH: Custom Metric-based Kubernetes Autoscaler and Scheduler for Heterogeneous GPU-backed LLM Inference
2025
- Scheduling with Time Aware Shaping in Integrated Ethernet and Wi-Fi Networks
SN Computer Science · 2024
- eBPF-Enhanced Complete Observability Solution for Cloud-native Microservices
2024
- Data Processing Unit (DPU) Based Network Process Offloading for Efficient Service Meshes
2024
- Offloading NVMe over Fabrics (NVMe-oF) to SmartNICs on an at-scale Distributed Testbed
2024
- Leveraging Large Language Models for Intent-Based Generation of Cloud-Native Configurations
2024
- Evaluating the Performance of Sidecar-based and Sidecarless Cloud-native Service Mesh Solutions
2024
- Enhancing Workload Predictions Using Service Interactions in Cloud-Native Microservices
2024
- SNAG: SDN-Managed Network Architecture for GridFTP Transfers Using Application-Awareness
IEEE/ACM Transactions on Networking · 2022
- Heuristic-based Resource Allocation for Cloud-native Machine Learning Workloads
2022
- Cache management for large data transfers and multipath forwarding strategies in Named Data Networking
Computer Networks · 2021
- ERGO: A Scalable Edge Computing Architecture for Infrastructureless Agricultural Internet of Things
2021
- Improving Service Performance through Multilayer Routing and Service Intelligence in a Network Service Mesh
2021
- SN Computer Science×1
- Computer Networks×1
- IEEE/ACM Transactions on Networking×1
- Dongfang Zhao
Computer Science · Indiana University
- Alexander Fuerst
Computer Science · Indiana University
- Prateek Sharma
Computer Science · Indiana University
- Akshat Verma
Computer Science · Purdue University West Lafayette
- Sixiang Ma
Computer Science · The Ohio State University
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.
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