JigaoLuo/data_processing_on_modern_hardware

IN310003 Selected Topics in Databases and Information Systems: Data Processing On Modern Hardware, SS 2020, TUM

Data Processing On Modern Hardware's Lab

Introduction

IN310003 Selected Topics in Databases and Information Systems: Data Processing On Modern Hardware, SS 2020, TUM

Website: https://db.in.tum.de/teaching/ss20/dataprocessingonmodernhardware/

Dependency

• CMake
• perfevent

Tasks

Task 01: Cache Awareness

Build with:

$ mkdir -p build
$ cd build
$ cmake -DCMAKE_BUILD_TYPE=Debug ..
$ make

Run with:

$ ./tester
$ ./perfevent
$ ./google_bm
$ ./cyclecounter

Task 02: Processing Models

Build with:

$ mkdir -p build
$ cd build
$ cmake -DCMAKE_BUILD_TYPE=Debug ..
$ make

Run with:

$ ./weedb

Task 03: Hash Joins

Build with:

$ mkdir -p build
$ cd build
$ cmake -DCMAKE_BUILD_TYPE=Debug ..
$ make

Run with:

$ ./tester
$ ./ohj

Task 04: SIMD

Build with:

$ mkdir -p build
$ cd build
$ cmake -DCMAKE_BUILD_TYPE=Debug ..
$ make

Run with:

$ ./tester
$ ./agg
$ ./dic

Task 05: Synchronization

Build with:

$ mkdir -p build
$ cd build
$ cmake -DCMAKE_BUILD_TYPE=Debug ..
$ make

Run with:

$ ./tester
$ ./sync

Task 06: Parallelization and NUMA-Awareness

Build with:

$ mkdir -p build
$ cd build
$ cmake -DCMAKE_BUILD_TYPE=Debug ..
$ make

Run with:

$ ./tester
$ ./prj