Overview of NSF-AI ICICLE Institute at ART@SC '24

[Talk]

Principles and Practice of High Performance Deep/Machine Learning Training and Inference

[Tutorial]

High-Performance and Smart Networking Technologies for HPC and AI

[Tutorial]

Scalable Big Data Processing on High-Performance Computing Systems

[Tutorial]

Overview of the MVAPICH Project and Impact

[Talk]

Overview of NSF-AI Institute ICICLE

[Talk]

Training Ultra Long Context Language Model with Fully Pipelined Distributed Transformer

[Talk]

Performance and Scalability of MVAPICH on TACC Systems

[Talk]

Unified Communication X (UCX) Community

[BoF]

MVAPICH2-DPU: Accelerating HPC and AI Applications using Modern SmartNICs

[Talk]

ParaTools Pro for E4S(TM): A development environment for HPC and AI/ML applications

[Talk]

Characterizing Communication in Distributed Parameter-Efficient Fine-Tuning for Large Language Models

[Talk]

Performance Evaluation of AWP-ODC with MVAPICH

[Talk]

A Framework for Efficient Offloading of One-Sided Communication to SmartNICs

[Talk]

X-ScaleAI: Scaling Your Challenging AI Applications with Efficiency and Ease in Cloud

[Talk]

Agriculture Empowered by Supercomputing

[BoF]

Performance Evaluation of MVAPICH-Plus on OSC Cardinal

[Talk]

Exploiting Inter-Layer Expert Affinity for Accelerating Mixture-of-Experts Model Inference

[Talk]

Enhancing the MPI Collective Communication Performance utilizing iMEX

[Talk]

Performance of MVAPICH-Plus on Isamabard System

[Talk]

X-ScaleSecureMPI: Secured Communication for Security-Sensitive HPC Applications with Minimal Performance Overhead

[Talk]

HARVEST-2.0: High-Performance Vision Framework for End-to-end Preprocessing, Training, Inference, and Visualization

[Poster Presentation]

Ai-Driven Digital Agriculture: An ICICLE Project

[Talk]

High-Performance and Scalable Middleware for AI: A Vendor-Agnostic Approach with MPI-Driven Solutions

[Talk]

Accelerating Geospatial Data Modeling Applications with MVAPICH: Leveraging GPU-Aware MPI and inter-node Compression

[Talk]

AI-Driven Animal Ecology: An NSF-AI Institute ICICLE Project

[Talk]

A Framework for Efficient Offloading of One-Sided Communication to SmartNICs

[Talk]

MPICH: A High Performance Open-Source MPI Implementation

[BoF]

Characterizing Communication in Distributed Parameter-Efficient-Fine-Tuning for Large Language Models

[Technical Paper]

Demystifying the Communication Characteristics for Distributed Transformer Models

[Technical Paper]

OHIO: Improving RDMA Network Scalability in MPI_Alltoall through Optimized Hierarchical and Intra/Inter-Node Communication Overlap Design

[Technical Paper]

High-Performance and Smart Networking Technologies for HPC and AI

[Tutorial]

Principles and Practice of Scalable and Distributed Deep Neural Networks Training and Inference

[Tutorial]

Scalable Big Data Processing with Dask and Spark on High Performance Computing Systems

[Tutorial]

TIES 2024: Artificial Intelligence and Big Data Analytics at Extreme Scale

[Workshop]

ConvoHPC: Second International Workshop on Conversational AI Interfaces for HPC

[Workshop]

Principles and Practice of Scalable and Distributed Deep Neural Networks Training and Inference

[Tutorial]

OMB-FPGA: A Microbenchmark Suite for FPGA-aware MPIs using OpenCL and SYCL

[Technical Paper]

OMB-CXL: A Micro-Benchmark Suite for Evaluating MPI Communication Utilizing Compute Express Link Memory Devices

[Technical Paper]

Infer-HiRes: Accelerating Inference for High-Resolution Images with Quantization and Distributed Deep Learning

[Technical Paper]

A Novel LLM-enabled Framework for Accelerating the Creation of Knowledge Graphs for HPC

[Technical Paper]

Design and Implementation of an IPC-based Collective MPI Library for Intel GPUs

[Technical Paper]

Launching the ICICLE User Group (iUG)

[BoF]

Heterogeneity in Computing

[Workshop]

Impact of LLMs and Generative AI on Future Heterogeneous Systems?

[Panel]

HINT: Designing Cache-Efficient MPI_Alltoall using Hybrid Memory Copy Ordering and Non-Temporal Instructions

[Talk]

Exploiting Inter-Layer Expert Affinity for Accelerating Mixture-of-Experts Model Inference

[Talk]

PML-MPI: A Pre-Trained ML Framework for Efficient Collective Algorithm Selection in MPI

[Talk]