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Evaluating Consistency on the Fly Using YCSB
Distributed data storage systems so-called NoSql systems are widely used when facing big data driven challenges. Due to the CAP theo- rem, most of these storage systems rely on Eventual Consistency and do not offer strong consistency by default. In order to offer better performance with acceptable level of consistency, these storage sys- tems offer ...
Sathiya Prabhu Kumar +3 more
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Performance Comparison Test of HBase and Cassandra Based on YCSB
2021 IEEE/ACIS 19th International Conference on Computer and Information Science (ICIS), 2021As big data applications are becoming more and more popular, in view of the difficulties we had encountered in the application of traditional relational databases in the field of big data application, the column storage databases of non-relational databases are widely used in big data analysis system because of its high loading speed, real-time data ...
Xiaoxue Cui, Wenjie Chen
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2021 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI), 2021
Big Data is an ensemble of technologies founded on NoSQL databases that enable scalability of volumes, numbers, and data types. NoSQL databases assert that their performance is better than legacy relational database systems for higher workloads, particularly common in Big Data and Cloud Computing applications.
Okba Kazar
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Big Data is an ensemble of technologies founded on NoSQL databases that enable scalability of volumes, numbers, and data types. NoSQL databases assert that their performance is better than legacy relational database systems for higher workloads, particularly common in Big Data and Cloud Computing applications.
Okba Kazar
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YCSB+T: Benchmark for Transactional Databases and Performance
2017 International conference of Electronics, Communication and Aerospace Technology (ICECA), 2017Database system standard like TPC-C and TPCE concentrated on follow database applications to evaluate unlike DBMS implementations. Numbers of queries are executed carefully to train exact RDBMS properties, and account the throughput achieved. Yahoo Cloud Service Benchmark Client (YCSB). It is used to standard new cloud database systems. YCSB is already
Varun Razdan +3 more
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YCSB and TPC-H: Big Data and Decision Support Benchmarks
2014 IEEE International Congress on Big Data, 2014In computing, a benchmark is the result of running a set of computer programs or a computer program, in order to assess relative performance by running a series of standard tests. By doing this, researchers highlight the characteristics of certain systems and are able to rank the system against the rest. On the other hand, BigData is a hot topic.
Pedro Furtado +2 more
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Evaluating Cassandra Scalability With YCSB
Lecture Notes in Computer Science, 2014NoSQL data stores appeared to fill a gap in the database market: that of highly scalable data storage that can be used for simple storage and retrieval of key-indexed data while allowing easy data distribution over a possibly large number of servers. Cassandra has been pinpointed as one of the most efficient and scalable among currently existing NoSQL ...
Pedro Furtado, Jorge Bernardino
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Benchmarking Encrypted Data Storage in HBase and Cassandra With YCSB
Lecture Notes in Computer Science, 2015Using 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 ...
Lena Wiese
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Transactional YCSB: Benchmarking ACID-Compliant NoSQL Systems with Multi-Operation Transactions
NoSQL systems are popular because of their flexible data models and focus on availability, scalability, and fault tolerance. They often have loosened ACID guarantees to achieve these goals. To also support use cases that rely on ACID transactions, some existing NoSQL systems introduced ACID compliance after their release, and new NoSQL systems are ...
Beckermann, Benedikt Maria
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MySQL vs MongoDB: A Preliminary Performance Evaluation Using the YCSB Framework
Communications in Computer and Information Science, 2022Julio C Mendoza-Tello
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