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Hongzhi Chen's Projects

adaboost icon adaboost

The implementation of Parallelized Boosting with MapReduce

bytegraph-paper-query-set icon bytegraph-paper-query-set

The Query-Set used in the evaluation of ByteGraph (a distributed graph database at ByteDance Inc.) paper published in the VLDB 2022 Industrial Track

dta_tensor icon dta_tensor

The implementation of DTA_Tensor algorithm for recommendation system

fpms icon fpms

A general distributed system for frequent pattern mining (i.e., subgraph, sequence, item)

ftpregel icon ftpregel

A fault tolerance mechanism for Pregel-like systems with performance tens of times faster than the conventional checkpointing mechanisms.

gminer icon gminer

An efficient large-scale graph mining framework.

gminer-demo icon gminer-demo

This is the demo project (will be soon displayed on SIGMOD 2019 Demo Track) we developed for G-Miner, which is a distributed graph mining system on large scale graphs.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graphd icon graphd

offering out-of-core support for processing very big graphs in a small cluster of commodity PCs, with performance comparable to the state-of-the-art distributed in-memory graph systems.

grasper icon grasper

Grasper: A High Performance Distributed System for OLAP on Property Graphs.

gspan icon gspan

Frequent Sub-Graph Mining: C++ Edition

gtran icon gtran

A high-performance distributed graph database based on RDMA.

gunrock icon gunrock

High-Performance Graph Primitives on GPUs

husky icon husky

A more expressive and most importantly, more efficient system for distributed data analytics.

jos icon jos

The Project of our OS lesson. An interesting Opening OS lesson designed by MIT.

knightking icon knightking

A general-purpose, distributed graph random walk engine.

ligra icon ligra

Ligra: A Lightweight Graph Processing Framework for Shared Memory

myfs icon myfs

MYFS: A toy of Distributed File System based on FUSE

nessdb icon nessdb

A very fast transactional key-value, embedded database storage engine.

pge icon pge

A Representation Learning Framework for Property Graphs.

powergraph icon powergraph

PowerGraph: A framework for large-scale machine learning and graph computation.

prefixspan icon prefixspan

Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach

pregelplus icon pregelplus

open-source Pregel implementation with optimizations to reduce communication cost and eliminate skewness in communication.

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