Dhabaleswar K. Panda

The Ohio State University — United States

Computer Science · Physical Sciences

53h-index12.6kcitations775works1.52yr avg
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Research Topics

Parallel Computing and Optimization Techniques(414), Advanced Data Storage Technologies(314), Interconnection Networks and Systems(227), Distributed and Parallel Computing Systems(187), Cloud Computing and Resource Management(136)

Publications775 total

A Streaming Collectives Interface Targeting Dataflow Acceleration and HPC Workloads
2025· 1 citedOpen Access
MPI Communication Performance on AMD MI300A: Microbenchmarks and Applications
2025· 1 citedOpen Access
OpenSHMEM MLIR: A Dialect for Compile-Time Optimization of One-Sided Communications
2025· 1 citedOpen Access
Towards Dynamic Message Passing Protocols for Stencil-Based Communication Patterns
2025
Characterizing Communication Patterns in Distributed Large Language Model Inference
2025
Characterizing Communication Patterns in Distributed Large Language Model Inference
ArXiv.org·2025Open Access
OpenSHMEM Performance on Bluefield-3 Data Processing Units (DPUs)
2025Open Access
OMB-Compr: An Extension to OSU Micro Benchmarks for Collective Compression Error Measurement
2025Open Access
Unified Designs of Multi-Rail-Aware MPI Allreduce and Alltoall Operations Across Diverse GPU and Interconnect Systems
2025· 1 cited
Molecular profiling of zoonotic hookworms infecting wild felids in northern Indiap
International Journal of Infectious Diseases·2025Open Access
Understanding and Characterizing Communication Characteristics for Distributed Transformer Models
IEEE Micro·2025· 1 cited
OHIO: Enhancing RDMA Scalability in Alltoall With Optimized Communication Overlap
IEEE Micro·2025
Scaling Large Language Model Training on Frontier with Low-Bandwidth Partitioning
2024· 1 cited
Using BlueField-3 SmartNICs to Offload Vector Operations in Krylov Subspace Methods
2024· 1 cited
HyperSack: Distributed Hyperparameter Optimization for Deep Learning using Resource-Aware Scheduling on Heterogeneous GPU Systems
2024· 1 cited
MPI Allgather Utilizing CXL Shared Memory Pool in Multi-Node Computing Systems
2024
Accelerating Large Language Model Training with Hybrid GPU-based Compression
arXiv (Cornell University)·2024Open Access
Characterizing Communication in Distributed Parameter-Efficient Fine-Tuning for Large Language Models
2024· 2 cited
OHIO: Improving RDMA Network Scalability in MPI_Alltoall Through Optimized Hierarchical and Intra/Inter-Node Communication Overlap Design
2024· 4 cited
Demystifying the Communication Characteristics for Distributed Transformer Models
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Hari Subramoni(10), Jiuxing Liu(8), Jithin Jose(7), Xiaoyi Lu(7), Md. Wasi-ur-Rahman(6), Nusrat Sharmin Islam(6), Jiesheng Wu(5), Pete Wyckoff(5), Sayantan Sur(5), Sreeram Potluri(5), Qi Gao(4), Devendar Bureddy(4), Guy L. Steele(4), Sushmitha P. Kini(3), Wei Huang(3), Lei Chai(3), Miao Luo(3), Xiangyong Ouyang(3), Weikuan Yu(3), Darius Buntinas(3)