PASA Lab of Nanjing University

Parallel Algorithms, Systems & Applications for Big Data

Nanjing University Xianlin Campus, Nanjing, Jiangsu Province, China

Pinned Repositories

dfs-perf
A general performance test framework for Distributed File System
Language:Java14 5 14
DGST
DGST: Efficient and Scalable Generalized Suffix Tree Construction on Apache Spark
Language:Scala12 7 14
DIFER
Language:Python11 3 02
dolphin
Dolphin - a Deep Learning on MIC architecture Project.
Language:C++25 32 013
Liquid
Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters
Language:Python13 3 04
marlin
A Distributed Matrix Operations Library Built on Top of Spark
Language:Scala106 40 1246
MR-Course-Assignments
Assignments for courses of MapReduce
Language:Shell31 5 28737
NAS-CTR
Language:Python13 3 21
SmartFD
SmartFD: Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms
Language:Scala18 5 15
tachyon-perf
A General Performance Test Framework for Tachyon
Language:Java16 31 14

PASA Lab of Nanjing University's Repositories

PasaLab/MR-Course-Assignments
Assignments for courses of MapReduce
Language:Shell31 5 28737
PasaLab/Liquid
Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters
Language:Python13 3 04
PasaLab/NAS-CTR
Language:Python13 3 21
PasaLab/DIFER
Language:Python11 3 02
PasaLab/AdaMCL
PyTorch implementation of AdaCML
Language:Python10 1 56
PasaLab/HAGNN
Hybrid Aggregation for Heterogeneous Graph Neural Networks
Language:Python10 3 02
PasaLab/BigSpa
A framework for large-sacle static program analysis.
Language:Java9 5 13
PasaLab/GADAM
7 3 10
PasaLab/LLM_Paper_Learning
LLM Papers We Recommend to Read
6 3 0
PasaLab/AutoMTL
The official implementation of paper *Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations*
Language:Python5 4 01
PasaLab/Coral
Coral: Federated Query Join Order Optimization Based on Deep Reinforcement Learning
Language:Java4 3 01
PasaLab/Octopus-DF
A cross-platfrom pandas-like Dataframe based on Pandas, Spark and Dask.
Language:Python4 3 0
PasaLab/PSP
Language:Python4 4 01
PasaLab/AutoAC
Language:Python3 2 11
PasaLab/EAAFE
The codes for paper "Evolutionary Automated Feature Engineering"
Language:Python3 4 01
PasaLab/CasMLN
Language:Python2 2 0
PasaLab/Magpie
Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach
Language:Java2 2 13
PasaLab/PGA
partial attack for graph global attack
Language:Jupyter Notebook2 2 0
PasaLab/SparkDQ
The code repository for SparkDQ, a big data quality management system.
Language:Python2 3 0
PasaLab/trasa
Implementation for Transition Relation Aware Self-Attention for Session-based Recommendation
Language:Python2 2 0
PasaLab/LSEN
Language:Python1 2 0
PasaLab/PMPAS
Language:Python1 2 0
PasaLab/Raven
Benchmarking query engines with pre-computation on cloud
Language:Python1 3 43
PasaLab/SAGNAS
Official implementation of SA-GNAS
Language:Python1 3 0
PasaLab/TSSE
Topic model for short text
Language:Python1 3 0
PasaLab/UniGPS
Unified Graph Programming Framework
1 4 0
PasaLab/oles
The implemention of Operation-Level Early Stopping for Robustifying Differentiable NAS
Language:Python0 2 00
PasaLab/GLEN
Language:Python2 0
PasaLab/KGAttack_Machin_noPKL
Language:Python2 0
PasaLab/ShadowAQP
Efficient and Accurate Approximate Join Query Processing via Conditional Sample Data Generation and Size Allocation
Language:Jupyter Notebook2 0