Presentation: Tweet"Evaluating NoSQL performance: time for benchmarking"
There are many cloud databases out there. Approximately it's over 122+ systems. These solutions are referred as NoSQL and promoted as a class of non-relational data stores that break with ACID paradigm and relational databases. These systems are lacked with product-by-product comparison making it difficult to understand what is the best tool for a particular case and what are the trade-offs between the system and its characteristics (features and performance).
The aim of some of our research and development activities at Altoros, which we’ll show in this session, is to capture general information about particular NoSQL databases and to create system workloads for measuring their performance. Base tool selected for the purpose of this research is Yahoo Cloud Serving Benchmark and benchmarking is performed on Amazon Elastic Compute Cloud instances. We will benchmark MongoDB, Cassandra, HBase, in their default configuration, with tuned client and server side settings and we measure performance of them on 7 types of workloads.
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