Dhableswar K. Panda
The Ohio State University(US)
Publications by Year
Research Areas
Advanced Neural Network Applications, Topic Modeling, Natural Language Processing Techniques, Semantic Web and Ontologies, Advanced Memory and Neural Computing
Most-Cited Works
- → GEMS: GPU-Enabled Memory-Aware Model-Parallelism System for Distributed DNN Training(2020)45 cited
- → Performance Characterization of DNN Training using TensorFlow and PyTorch on Modern Clusters(2019)35 cited
- → Communication Profiling and Characterization of Deep-Learning Workloads on Clusters With High-Performance Interconnects(2019)12 cited
- → Communication Profiling and Characterization of Deep Learning Workloads on Clusters with High-Performance Interconnects(2019)9 cited
- → Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters(2022)7 cited
- → “Hey CAI” - Conversational AI Enabled User Interface for HPC Tools(2022)3 cited
- → SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC(2023)2 cited
- → Designing Converged Middleware for HPC, AI, and Big Data: Challenges and Opportunities(2024)1 cited
- → Correction to: “Hey CAI” - Conversational AI Enabled User Interface for HPC Tools(2022)