Skip to content

Latest commit

 

History

History
81 lines (58 loc) · 1.42 KB

README.md

File metadata and controls

81 lines (58 loc) · 1.42 KB
Raw

OpenHuFu

OpenHuFu is a multi party computation framework used for data query benchmarks. It provides flexibility for researchers to quickly implement their algorithms, such as secret sharing, garbled circuit and oblivious transfer. With its help, we can quickly take the experiment and get the performance of our algorithms.

Building OpenHuFu from Source

prerequisites:

  • Linux
  • Java 11
  • Maven (version at least 3.5.2)

Run the following commands

git clone https://github.com/BUAA-BDA/OpenHuFu.git
cd OpenHuFu
./build/script/package.sh

OpenHuFu is now installed in release

Data Generation

TCP-H

How to use it

cd dataset/TPC-H V3.0.1/dbgen
cp makefile.suite makefile
make
cd scripts
# dst is the target folder, x is the number of database，y is the volume of each database
bash generateData.sh dst x y

Configuration File

OwnerSide

UserSide

Running OpenHuFu

Data Query Language

  1. Plan
  2. Function Call: Hard to describe query

Query Type

  • Filter
  • Projection
  • Join: equi-join, theta join
  • Cross products
  • Aggregate(inc. group-by)
  • Limited window aggs
  • Distinct
  • Sort
  • Limit
  • Common table expressions
  • Spatial Queries:
    • range query
    • range counting
    • knn query
    • distance join
    • knn join

Evaluation Metrics

  • Communication Cost
  • Running Time
    • Data Access Time
    • Encryption Time
    • Decryption Time
    • Query Time