Benchmarking Redis and HBase NoSQL Databases using Yahoo Cloud Service Benchmarking tool
نویسندگان
چکیده
The Not Structured Query Language (NoSQL) databases have become more relevant to applications developers as the need for scalable and flexible data storage online has increased. Each NoSQL database system provides features that fit particular types of applications. Thus, developer must carefully select according application’s needs. Redis is a key-value fast access. On other hand, Apache HBase column-oriented offers scalability access, promising alternative in some In this research paper, goal use Yahoo Cloud Serving Benchmark (YCSB) compare performance two (Redis HBase). YCSB platform been developed determine throughput both against different workloads. This paper evaluates these with six workloads varying threads.
منابع مشابه
Benchmarking Replication and Consistency Strategies in Cloud Serving Databases: HBase and Cassandra
Databases serving OLTP operations generated by cloud applications have been widely researched and deployed nowadays. Such cloud serving databases like BigTable, HBase, Cassandra, Azure and many others are designed to handle a large number of concurrent requests performed on the cloud end. Such systems can elastically scale out to thousands of commodity hardware by using a shared nothing distrib...
متن کاملNoSQL in a Mobile World: Benchmarking Embedded Mobile Databases
In this paper, we evaluate three types of embedded data storage models on mobile devices. SQLite is a relational database, CouchLite is a key-value NoSQL database and DbO4 is an object-oriented databases. Mobile phones are becoming powerful enough to do a large amount of processing without leveraging cloud services. Most mobile applications are data driven and their performance depends on data ...
متن کاملNoSQL OLTP Benchmarking: A Survey
In recent years, various distributed NoSQL datastores have been developed that offer horizontal scalability and higher availability than traditional relational databases, but fewer querying options and only reduced consistency guarantees. The diversity of the design space makes it difficult to understand the performance implications of individual system designs. Existing benchmarking tools meas...
متن کاملCoordinated Omission in NoSQL Database Benchmarking
Database system benchmark frameworks like the Yahoo! Cloud Serving Benchmark (YCSB) play a crucial role in the process of developing and tuning data management systems. YCSB has become the de facto standard for performance evaluation of scalable NoSQL database systems. However, its initial design is prone to skipping important latency measurements. This phenomenon is known as the coordinated om...
متن کاملBenchmarking Encrypted Data Storage in HBase and Cassandra with YCSB
Using cloud storage servers to manage large amounts of data has gained increased interest due to their advantages (like availability and scalability). A major disadvantage of cloud storage providers, however, is their lack of security features. In this article we analyze a cloud storage setting where confidentiality of outsourced data is maintained by letting the client encrypt all data records...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Az Eszterházy Károly Tanárképz? F?iskola tudományos közleményei
سال: 2023
ISSN: ['1216-6014', '1787-6117', '1787-5021', '1589-6498']
DOI: https://doi.org/10.33039/ami.2022.12.006