Results 101 to 110 of about 384 (127)
An efficient labeled memory system for learned indexes. [PDF]
Mo Y, Jia J, Li P, Hua Y.
europepmc +1 more source
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
exaly +7 more sources
Dyn-YCSB: Benchmarking Adaptive Frameworks
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
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
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
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
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
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

