Explore @Xtra-Computing Open Source projects

Xtra Computing Group (@Xtra-Computing)

Xtra-Computing

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Registered over 7 years ago
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56.3 %

Python
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Java
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C
3.1 %

TeX
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Location 🇸🇬 Singapore
Country Total Rank 70
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Cuda 2

C++
3

Python
91

Java
116

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146

TeX
165

C
400

JavaScript
1,322

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

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

SimFL

Practical Federated Gradient Boosting Decision Trees (AAAI 2020)

ForkGraph

ThundeRiNG

Fast Multiple Independent Random Number Sequences Generation on FPGAs

ReGraph

Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines

hacc_demo

Vine

Accelerating Exact Constrained Shortest Paths on GPUs

FedOV

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

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)

omniDB

General query processing engine

VertiBench

Vertical partitioned dataset generator

HashjoinOnHARP

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

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

LightRW

Pyper

KGraph

Concurrent Graph Query Processing with Memoization on Graph

DeltaBoost

GBDT-based model with efficient unlearning (SIGMOD 2023)

Awesome-Prompt-For-Research

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

Melia

Query_on_OpenCL_FPGA

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

ModelGo

Clementi

Clementi: A Scalable Multi-FPGA Graph Processing Framework