Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  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.    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.  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.
['Sameh Elnikety', 'Steven G. Dropsho', 'Emmanuel Cecchet', 'Willy Zwaenepoel']
I am writing a research paper on a idea Predicting replicated database scalability from standalone database profiling
[{"from": "human", "value": "I am writing a research paper on a idea Predicting replicated database scalability from standalone database profiling"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  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.    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.  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."}]