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Performance Benchmarking and Comparison of NoSQL Databases: Redis vs MongoDB vs Cassandra Using YCSB Tool

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.
Nadia Ben Seghier, Okba Kazar
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Dyn-YCSB: Benchmarking Adaptive Frameworks

2019 IEEE World Congress on Services (SERVICES), 2019
We demonstrate Dyn-YCSB, a tool that builds upon YCSB (Yahoo Cloud Serving Benchmark suite) to assist users in simulating dynamic variations in workloads. Dyn-YCSB automatically varies the parameters in YCSB workloads over time according to user-specified time series functions, without requiring users to manually change the workload configuration in ...
Subhajit Sidhanta   +2 more
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YCSB+T: Benchmark for transactional databases and performance

2017 International conference of Electronics, Communication and Aerospace Technology (ICECA), 2017
Database 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, 2014
In 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.
Melyssa Barata   +2 more
openaire   +1 more source

Evaluating Cassandra Scalability with YCSB

2014
NoSQL 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 ...
Veronika Abramova   +2 more
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Benchmarking Encrypted Data Storage in HBase and Cassandra with YCSB

2015
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 ...
Tim Waage, Lena Wiese
openaire   +1 more source

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 ...
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YCSB+T: Benchmarking web-scale transactional databases

2014 IEEE 30th International Conference on Data Engineering Workshops, 2014
Akon Dey   +3 more
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YCSB

2018
Steffen Friedrich, Norbert Ritter
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