How do I generate TPC-DS data?

Solution:

1. Download and build the databricks/tpcds-kit from github.
2. Download and build the databricks/spark-sql-perf from github.
3. create gendata.
4. Run the gendata.
5. Confirm the data files and Hive tables are created.
6. Run TPC-DS benchmark.
7. Run customized query benchmark.
8. View Benchmark results.

What is TPC H query?

“TPC-H is a decision support benchmark. It consists of a suite of business-oriented ad hoc queries and concurrent data modifications. The queries and the data populating the database have been chosen to have broad industry-wide relevance.

What is TPC-DS data?

TPC-DS is a Decision Support Benchmark. TPC-DS is a decision support benchmark that models several generally applicable aspects of a decision support system, including queries and data maintenance. The benchmark provides a representative evaluation of performance as a general purpose decision support system.

How do I run TPC-DS benchmark on EMR?

1. Step 1: Create an EMR cluster and download the Hive TPC-DS benchmark testing tool. Create a cluster of EMR V4.
2. Step 2: Compile and package a data generator. Optional.
3. Step 3: Generate and load data. Specify a scale factor (SF).
4. Step 4: Execute TPC-DS SQL statements.

What is TPC H benchmark?

The TPC Benchmark-H (TPC-H) is a decision support benchmark. It consists of a suite of business oriented ad-hoc queries and concurrent data modifications. The queries and the data populating the database have been chosen to have broad industry-wide relevance.

What is TPC C benchmark?

TPC-C is an On-Line Transaction Processing Benchmark. Approved in July of 1992, TPC Benchmark C is an on-line transaction processing (OLTP) benchmark. TPC-C is more complex than previous OLTP benchmarks such as TPC-A because of its multiple transaction types, more complex database and overall execution structure.

What is TPC-H benchmark?

What is Tpcds data?

What is TPC-C benchmark?

What are the benchmarks in the SPEC OMP 2012 suite?

All benchmarks in the suite are developed in compliance with MPI 2.1 standard. The successor to the SPEC OMP 2001 suite, designed for measuring performance using applications based on the OpenMP 3.1 standard for shared-memory parallel processing. SPEC OMP 2012 also includes an optional metric for measuring energy consumption.

What are the different types of SPEC CPU 2017 benchmarks?

Designed to provide performance measurements that can be used to compare compute-intensive workloads on different computer systems, SPEC CPU 2017 contains 43 benchmarks organized into four suites: SPECspeed 2017 Integer, SPECspeed 2017 Floating Point, SPECrate 2017 Integer, and SPECrate 2017 Floating Point.

What is spec?

The Standard Performance Evaluation Corporation (SPEC) is a non-profit corporation formed to establish, maintain and endorse standardized benchmarks and tools to evaluate performance and energy efficiency for the newest generation of computing systems.

Which benchmarks are ported to use pure-MPI?

All benchmarks are ported to use either pure-MPI or hybrid MPI+OpenACC, MPI+OpenMP (task/thread based), or MPI+OpenMP using “Target”, thus allowing measurement on heterogenous system. SPEC MPI 2007 is SPEC’s benchmark suite for evaluating MPI-parallel, floating point, compute intensive performance across a wide range of cluster and SMP hardware.