8 skills found
BGU-CS-VIL / DPMMSubClusters.jlDistributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
dsrhaslab / MonarchAccelerating Deep Learning Training Through Transparent Storage Tiering (CCGrid'22)
DIR-LAB / VCSROfficial code of our work, VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array [CCGrid 2022].
CGCL-codes / MXNet GCCGRID 2019: MXNet-G is a deep learning framework designed based on MXNet. It allows you to train models with a novel distributed SGD (Stochastic Gradient Descent) algorithm named Grouping-SGD. A new parallelization scheme named GSP (Grouping Synchronous Parallel) is used in Grouping-SGD for distributed deep learning on heterogeneous clusters.
gwcloudlab / Hadoop SchedulerMIMP: Deadline and resource aware scheduler for Hadoop (CCGrid '14)
dsrhaslab / PadllTaming Metadata-intensive HPC Jobs Through Dynamic, Application-agnostic QoS Control (CCGrid'23)
AIoT-Lab-AI4LIFE / ORO CCGRID2023 CADISThis repository is PyTorch implementation for paper CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization which is accepted by CCGRID-23 Conference.
EMLS-ICTCAS / LoRA SMoEOfficial code for "A Sensitivity-Driven Expert Allocation Method in LoRA-MoE for Efficient Fine-Tuning"(ccgrid 2025)
