Dhabaleswar K. D. K. Panda

16 papers A 3B 2Misc 4Unranked 7
YearRankTypeTitle / Venue / Authors
2024 B conf
Accelerating Large Language Model Training with Hybrid GPU-based Compression.
CCGrid
Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Gulhane, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2024 A conf
HINT: Designing Cache-Efficient MPI_Alltoall using Hybrid Memory Copy Ordering and Non-Temporal Instructions.
IPDPS
Bharath Ramesh, Nick Contini, Nawras Alnaasan, Kaushik Kandadi Suresh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2024 — conf
PML-MPI: A Pre-Trained ML Framework for Efficient Collective Algorithm Selection in MPI.
IPDPS (Workshops)
Mingzhe Han, Goutham Kalikrishna Reddy Kuncham, Benjamin Michalowicz, Rahul Vaidya, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2023 Misc conf
Battle of the BlueFields: An In-Depth Comparison of the BlueField-2 and BlueField-3 SmartNICs.
HOTI
Benjamin Michalowicz, Kaushik Kandadi Suresh, Hari Subramoni, Dhabaleswar K. D. K. Panda, Stephen W. Poole
2023 Misc conf
Designing In-network Computing Aware Reduction Collectives in MPI.
HOTI
Bharath Ramesh, Goutham Kalikrishna Reddy Kuncham, Kaushik Kandadi Suresh, Rahul Vaidya, Nawras Alnaasan, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2023 Misc conf
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference.
HiPC
Jinghan Yao, Nawras Alnaasan, Tian Chen, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2023 — conf
How to Educate HPC-Enabled AI and Data Science to Students and Professionals in a Holistic Manner?
HiPCW
Dhabaleswar K. D. K. Panda
2023 Misc conf
Optimized All-to-All Connection Establishment for High-Performance MPI Libraries Over InfiniBand.
HiPC
Shulei Xu, Goutham Kalikrishna Reddy Kuncham, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. D. K. Panda
2021 B conf
Efficient MPI-based Communication for GPU-Accelerated Dask Applications.
CCGRID
Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2021 — conf
Scaling Single-Image Super-Resolution Training on Modern HPC Clusters: Early Experiences.
IPDPS Workshops
Quentin Anthony, Lang Xu, Hari Subramoni, Dhabaleswar K. D. K. Panda
2020 — conf
Accelerating GPU-based Machine Learning in Python using MPI Library: A Case Study with MVAPICH2-GDR.
MLHPC/AI4S@SC
Seyedeh Mahdieh Ghazimirsaeed, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2020 — conf
Efficient Training of Semantic Image Segmentation on Summit using Horovod and MVAPICH2-GDR.
IPDPS Workshops
Quentin Anthony, Ammar Ahmad Awan, Arpan Jain, Hari Subramoni, Dhabaleswar K. D. K. Panda
2020 A conf
Machine-agnostic and Communication-aware Designs for MPI on Emerging Architectures.
IPDPS
Jahanzeb Maqbool Hashmi, Shulei Xu, Bharath Ramesh, Mohammadreza Bayatpour, Hari Subramoni, Dhabaleswar K. D. K. Panda
2020 A conf
NV-group: link-efficient reduction for distributed deep learning on modern dense GPU systems.
ICS
Ching-Hsiang Chu, Pouya Kousha, Ammar Ahmad Awan, Kawthar Shafie Khorassani, Hari Subramoni, Dhabaleswar K. D. K. Panda
2020 — conf
Performance Characterization of Network Mechanisms for Non-Contiguous Data Transfers in MPI.
IPDPS Workshops
Kaushik Kandadi Suresh, Bharath Ramesh, Seyedeh Mahdieh Ghazimirsaeed, Mohammadreza Bayatpour, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. D. K. Panda
2019 — conf
SimdHT-Bench: Characterizing SIMD-Aware Hash Table Designs on Emerging CPU Architectures.
IISWC
Dipti Shankar, Xiaoyi Lu, Dhabaleswar K. D. K. Panda