Xtra-Computing/Query_on_OpenCL_FPGA

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Created about 5 years ago
Updated over 4 years ago

Xtra-Computing/Query_on_OpenCL_FPGA

Xtra-Computing

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thundersvm

ThunderSVM: A Fast SVM Library on GPUs and CPUs

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

NIID-Bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

FedTree

A tree-based federated learning system (MLSys 2023)

ThunderGP

HLS-based Graph Processing Framework on FPGAs

Medusa

Medusa: Building GPU-based Parallel Sparse Graph Applications with Sequential C/C++ Code

Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs

G3

G3: A Programmable GNN Training System on GPU

briskstream

A Multicore, NUMA Optimised Data Stream Processing System

PyOE

Python library for data stream learning

ThunderRW

Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bingsheng He and Yuchen Li

FedSim

A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)

PrivML

SOFF

ConsisGAD

SimFL

Practical Federated Gradient Boosting Decision Trees (AAAI 2020)

ForkGraph

ReGraph

Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines

ThundeRiNG

Fast Multiple Independent Random Number Sequences Generation on FPGAs

hacc_demo

FedOV

Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)

Vine

Accelerating Exact Constrained Shortest Paths on GPUs

PathEnum

Source code of "PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration", published in SIGMOD'2021 - By Shixuan Sun, Yuhang Chen, Bingsheng He, and Bryan Hooi

OEBench

OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)

VertiBench

Feature partitioner by imbalance or correlation (ICLR 2024)

Jupyter Notebook

omniDB

General query processing engine

LightRW

HashjoinOnHARP

The MAIN project of the paper "Is FPGA useful for Hash Joins?"

PMP

RUSH

A fast library for real-time burst subgraph detection

On-the-fly-data-shuffling-for-OpenCL-based-FPGAs

DeltaBoost

GBDT-based model with efficient unlearning (SIGMOD 2023)

ModelGo

Pyper

KGraph

Concurrent Graph Query Processing with Memoization on Graph

Awesome-Prompt-For-Research

Awesome prompts for computer science research including paper editting and code debugging

Melia

FedGMA

Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)

HashJoin_HMA

A hash join implementation optimized for many-core processors with die-stacked HBMs

Clementi

Clementi: A Scalable Multi-FPGA Graph Processing Framework