PASA Lab of Nanjing University

MR-Course-Assignments

Assignments for courses of MapReduce

NAS-CTR

AdaMCL

PyTorch implementation of AdaCML

DIFER

Liquid

Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters

BigSpa

A framework for large-sacle static program analysis.

HAGNN

Hybrid Aggregation for Heterogeneous Graph Neural Networks

Octopus-DF

A cross-platfrom pandas-like Dataframe based on Pandas, Spark and Dask.

PSP

EAAFE

The codes for paper "Evolutionary Automated Feature Engineering"

AutoAC

Coral

Coral: Federated Query Join Order Optimization Based on Deep Reinforcement Learning

Magpie

Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach

SparkDQ

The code repository for SparkDQ, a big data quality management system.

trasa

Implementation for Transition Relation Aware Self-Attention for Session-based Recommendation

FSClientCache

code repo for file system client-side cache paper

GADAM

PGA

partial attack for graph global attack

PMPAS

Raven

Benchmarking query engines with pre-computation on cloud

TSSE

Topic model for short text

UniGPS

Unified Graph Programming Framework

oles

The implemention of Operation-Level Early Stopping for Robustifying Differentiable NAS

BENU

Distributed Subgraph Enumeration via Backtracking-based Framework

CasMLN

GLEN

KGAttack_Machin_noPKL

LSEN

ShadowAQP

Efficient and Accurate Approximate Join Query Processing via Conditional Sample Data Generation and Size Allocation

VSIM

Local Structural Vertex Similarity Calculation