Results 101 to 110 of about 384 (127)

Evaluating consistency on the fly using YCSB

open access: yes2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM), 2014
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
exaly   +7 more sources

Dyn-YCSB: Benchmarking Adaptive Frameworks

open access: yes2019 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
exaly   +3 more sources

Benchmarking cloud serving systems with YCSB

open access: yesProceedings of the 1st ACM symposium on Cloud computing, 2010
While the use of MapReduce systems (such as Hadoop) for large scale data analysis has been widely recognized and studied, we have recently seen an explosion in the number of systems developed for cloud data serving. These newer systems address "cloud OLTP" applications, though they typically do not support ACID transactions.
Brian F Cooper   +2 more
exaly   +3 more sources

YCSB++

open access: yesProceedings of the 2nd ACM Symposium on Cloud Computing, 2011
Inspired by Google's BigTable, a variety of scalable, semi-structured, weak-semantic table stores have been developed and optimized for different priorities such as query speed, ingest speed, availability, and interactivity. As these systems mature, performance benchmarking will advance from measuring the rate of simple workloads to understanding and ...
Kai Ren, Lin Xiao, Julio Lopez
exaly   +3 more sources

Evaluating Cassandra Scalability with YCSB

open access: yesLecture Notes in Computer Science, 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 ...
Jorge Bernardino   +2 more
exaly   +3 more sources

YCSB+T: Benchmark for transactional databases and performance

open access: yes2017 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
exaly   +3 more sources

YCSB and TPC-H: Big Data and Decision Support Benchmarks

open access: yes2014 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.
Jorge Bernardino, Pedro Furtado
exaly   +3 more sources

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