Quantitative system performance: computer system analysis using queueing network models
Quantitative system performance: computer system analysis using queueing network models
Concurrency control and recovery in database systems
Concurrency control and recovery in database systems
Parallel database systems: the future of high performance database systems
Communications of the ACM
A critique of ANSI SQL isolation levels
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
The dangers of replication and a solution
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
ACM Transactions on Computer Systems (TOCS)
Capacity planning for Web performance: metrics, models, and methods
Capacity planning for Web performance: metrics, models, and methods
Don't Be Lazy, Be Consistent: Postgres-R, A New Way to Implement Database Replication
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Understanding Replication in Databases and Distributed Systems
ICDCS '00 Proceedings of the The 20th International Conference on Distributed Computing Systems ( ICDCS 2000)
Ganymed: scalable replication for transactional web applications
Proceedings of the 5th ACM/IFIP/USENIX international conference on Middleware
Postgres-R(SI): Combining Replica Control with Concurrency Control Based on Snapshot Isolation
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
An analytical model for multi-tier internet services and its applications
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Allocating isolation levels to transactions
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Middleware based data replication providing snapshot isolation
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Making snapshot isolation serializable
ACM Transactions on Database Systems (TODS)
Dynamic Provisioning of Multi-tier Internet Applications
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Theory, Volume 1, Queueing Systems
Theory, Volume 1, Queueing Systems
Database Replication Using Generalized Snapshot Isolation
SRDS '05 Proceedings of the 24th IEEE Symposium on Reliable Distributed Systems
MIDDLE-R: Consistent database replication at the middleware level
ACM Transactions on Computer Systems (TOCS)
Lazy database replication with snapshot isolation
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Mercury and freon: temperature emulation and management for server systems
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
Performance Modeling and Evaluation of E-Business Systems
ANSS '06 Proceedings of the 39th annual Symposium on Simulation
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Open versus closed: a cautionary tale
NSDI'06 Proceedings of the 3rd conference on Networked Systems Design & Implementation - Volume 3
Tashkent+: memory-aware load balancing and update filtering in replicated databases
Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007
Serializable isolation for snapshot databases
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Middleware-based database replication: the gaps between theory and practice
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Quantifying isolation anomalies
Proceedings of the VLDB Endowment
Database replication: a tale of research across communities
Proceedings of the VLDB Endowment
Dolly: virtualization-driven database provisioning for the cloud
Proceedings of the 7th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
Resource provisioning of web applications in heterogeneous clouds
WebApps'11 Proceedings of the 2nd USENIX conference on Web application development
Improving the scalability of cloud-based resilient database servers
Proceedings of the 11th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
Database system performance evaluation models: A survey
Performance Evaluation
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This paper develops analytical models to predict through-put and response time of a replicated database using meas-urements of the workload on a standalone database. These models allow workload scalability to be estimated before the replicated system is deployed, making the technique useful for capacity planning and dynamic service provi-sioning. The models capture the scalability limits stemming from update propagation and aborts for both multi-master and single-master replicated databases that support snap-shot isolation. We validate the models by comparing their throughput and response time predictions against experimental meas-urements on two existing prototype replicated database systems running the TPC-W and RUBiS workloads. We show that the model predictions match the experimental results for both the multi-master and single-master designs and for the various workload mixes of TPC-W and RUBiS.