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thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUsthundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUsNIID-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 FPGAsMedusa
Medusa: Building GPU-based Parallel Sparse Graph Applications with Sequential C/C++ CodeAwesome-Literature-ILoGs
Awesome literature on imbalanced learning on graphsG3
G3: A Programmable GNN Training System on GPUbriskstream
A Multicore, NUMA Optimised Data Stream Processing SystemPyOE
Python library for data stream learningThunderRW
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 LiFedSim
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 PipelinesThundeRiNG
Fast Multiple Independent Random Number Sequences Generation on FPGAsFedOV
Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)Vine
Accelerating Exact Constrained Shortest Paths on GPUsPathEnum
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 HooiOEBench
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)VertiBench
Feature partitioner by imbalance or correlation (ICLR 2024)omniDB
General query processing engineLightRW
HashjoinOnHARP
The MAIN project of the paper "Is FPGA useful for Hash Joins?"PMP
RUSH
A fast library for real-time burst subgraph detectionOn-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 GraphAwesome-Prompt-For-Research
Awesome prompts for computer science research including paper editting and code debuggingMelia
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 HBMsClementi
Clementi: A Scalable Multi-FPGA Graph Processing FrameworkLove Open Source and this site? Check out how you can help us