Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/52867
Título: | HTAPBench: Hybrid transactional and analytical processing benchmark |
Autor(es): | Coelho, Fábio Paulo, João Vilaça, Ricardo Manuel Pereira Pereira, José Oliveira, Rui Carlos Mendes de |
Palavras-chave: | Benchmarking HTAP OLAP OLTP |
Data: | 2017 |
Editora: | Association for Computing Machinery (ACM) |
Resumo(s): | The increasing demand for real-time analytics requires the fusion of Transactional (OLTP) and Analytical (OLAP) systems, eschewing ETL processes and introducing a plethora of proposals for the so-called Hybrid Analytical and Trans-actional Processing (HTAP) systems. Unfortunately, current benchmarking approaches are not able to comprehensively produce a unified metric from the assessment of an HTAP system. The evaluation of both engine types is done separately, leading to the use of disjoint sets of benchmarks such as TPC-C or TPC-H. In this paper we propose a new benchmark, HTAPBench, providing a unified metric for HTAP systems geared toward the execution of constantly increasing OLAP requests limited by an admissible impact on OLTP performance. To achieve this, a load balancer within HTAPBench regulates the coexistence of OLTP and OLAP workloads, proposing a method for the generation of both new data and requests, so that OLAP requests over freshly modified data are comparable across runs. We demonstrate the merit of our approach by validating it with different types of systems: OLTP, OLAP and HTAP; showing that the benchmark is able to highlight the differences between them, while producing queries with comparable complexity across experiments with negligible variability. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/52867 |
ISBN: | 9781450344043 |
DOI: | 10.1145/3030207.3030228 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
Aparece nas coleções: |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
---|---|---|---|---|
p293.pdf Acesso restrito! | 1,41 MB | Adobe PDF | Ver/Abrir |