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asu-cactus
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netsdb
A system that seamlessly integrates Big Data processing and machine learning model serving in distributed relational database
Apache License 2.0
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Benchmark language model
#88
jiazou-bigdata
closed
1 year ago
0
Benchmark language model
#87
jiazou-bigdata
closed
1 year ago
0
Worker Leaking Issue
#86
jiazou-bigdata
opened
1 year ago
0
R4x/experiments
#85
jiazou-bigdata
closed
1 year ago
0
Implementing UDF for blocked sparse data
#84
hguan6
closed
1 year ago
1
change netsDB RandomForest model parsing function
#83
hguan6
closed
1 year ago
0
Error in extracting inner node threshold
#82
jiazou-bigdata
closed
1 year ago
2
enable converting TreeLite models and fixed bug in training Year dataset
#81
hguan6
closed
1 year ago
0
lightgbm parameter zero_as_missing=True for criteo workload
#80
hguan6
closed
1 year ago
0
fixed bugs in parsing lightgbm trees
#79
hguan6
closed
1 year ago
0
Reading LightGBM from CSV and suport sparse data and regression tasks
#78
hguan6
closed
1 year ago
0
rearrange the attribute order in Node struct to reduce size from 16 b…
#77
hguan6
closed
1 year ago
0
support csv input with missing values for netsdb
#76
hguan6
closed
1 year ago
1
Instructions for TPCxAI Tool
#75
venkate5hgunda
closed
1 year ago
0
High performance cross product
#74
jiazou-bigdata
closed
1 year ago
2
Optimized the configuration to improve CPU utilization.
#73
jiazou-bigdata
closed
1 year ago
2
Data Loading into netsDB
#72
jiazou-bigdata
closed
1 year ago
2
Code Changes to Support Epsilon_Sparse for Sparse v. Dense Experiments
#71
venkate5hgunda
opened
1 year ago
0
Code Changes to Support Criteo_Dense for Sparse v. Dense Experiments
#70
venkate5hgunda
opened
1 year ago
0
TPCxAI Inference on NetsDB :: Failing for 2.5M+ Rows
#69
venkate5hgunda
closed
1 year ago
2
TPCxAI SF100 Experiments
#68
venkate5hgunda
closed
1 year ago
0
Add Config for Scale Factor 100
#67
venkate5hgunda
closed
1 year ago
1
41 decisiontree gpu
#66
mahidhar96
opened
1 year ago
0
High performance cross product
#65
jiazou-bigdata
closed
1 year ago
12
Fixed the problem and made the comparison of the w/ cross-product
#64
jiazou-bigdata
closed
1 year ago
13
Add Config that got missed previously
#63
venkate5hgunda
closed
1 year ago
1
High performance cross product
#62
jiazou-bigdata
closed
1 year ago
3
ISSUE #57 :: Data Processing & Training Scripts, Converted Models for TPCx-AI Fraud Dataset
#61
venkate5hgunda
closed
1 year ago
3
add support for criteo
#60
hguan6
closed
1 year ago
5
Support cross product optimization on netsDB
#59
jiazou-bigdata
closed
1 year ago
0
Support Crieto Benchmark for Decision Forest Classification
#58
jiazou-bigdata
closed
1 year ago
2
Support a TPC-AI Scenario for decision forest support
#57
jiazou-bigdata
closed
1 year ago
1
Add Inference Results for LightGBM 1600 Tree Models*
#56
venkate5hgunda
closed
2 years ago
1
Add LightGBM Models for 1600 Trees TreeLite, Lleaves
#55
venkate5hgunda
closed
2 years ago
1
Add Results for LightGBM Model of Higgs Dataset (10, 500 & 1600* Trees)
#54
venkate5hgunda
closed
2 years ago
9
split data without making a copy.
#53
hguan6
closed
2 years ago
1
Add Cache Path to Lleaves Prediction Code to prevent a re-compilation
#52
venkate5hgunda
closed
2 years ago
2
50 - add support for dataset fraud
#51
hguan6
closed
2 years ago
0
Add support for fraud in data_processing.py
#50
jiazou-bigdata
closed
2 years ago
2
42 support large scale decision forest decision in netsdb
#49
jiazou-bigdata
closed
2 years ago
2
41 decisiontree gpu
#48
mahidhar96
closed
1 year ago
7
Added support for dataset epsilon and covtype; faster data_processing.py
#47
hguan6
closed
2 years ago
0
ISSUE #40: LightGBM Training, Model Conversion & Testing
#46
venkate5hgunda
closed
2 years ago
7
Enable batch experiments and add dataset supports
#45
hguan6
closed
2 years ago
2
Revert "Batch test experiments and add two datasets"
#44
jiazou-bigdata
closed
2 years ago
0
Batch test experiments and add two datasets
#43
hguan6
closed
2 years ago
1
Support large-scale decision forest decision in netsDB
#42
jiazou-bigdata
closed
2 years ago
0
Support for GPU in our decision forest benchmark
#41
jiazou-bigdata
closed
1 year ago
0
Support for LightGBM in our Decision Forest Benchmark framework
#40
jiazou-bigdata
closed
2 years ago
0
Support for Regression in Our Decision Forest Benchmark
#39
jiazou-bigdata
closed
2 years ago
0
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