Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Administration tasks increasingly dominate the total cost of ownership of database management systems. A key task, and a very difficult one for an administrator, is to justify upgrades of CPU, memory and storage resources with quantitative predictions of the expected improvement in workload performance. Current database systems are not designed with such prediction in mind and hence offer only limited help to the administrator.  proposes changes to database system design that enable a Resource Advisor to ansr "what-if" questions about resource upgrades. A prototype Resource Advisor built to work with a commercial DBMS shows the efficacy of our approach in predicting the effect of upgrading a key resource-buffer pool size-on OLTP workloads in a highly concurrent system.
['Dushyanth Narayanan', 'Eno Thereska', 'Anastassia Ailamaki']
I am writing a research paper on a idea Continuous resource monitoring for self-predicting DBMS
[{"from": "human", "value": "I am writing a research paper on a idea Continuous resource monitoring for self-predicting DBMS"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Administration tasks increasingly dominate the total cost of ownership of database management systems. A key task, and a very difficult one for an administrator, is to justify upgrades of CPU, memory and storage resources with quantitative predictions of the expected improvement in workload performance. Current database systems are not designed with such prediction in mind and hence offer only limited help to the administrator.  proposes changes to database system design that enable a Resource Advisor to ansr \"what-if\" questions about resource upgrades. A prototype Resource Advisor built to work with a commercial DBMS shows the efficacy of our approach in predicting the effect of upgrading a key resource-buffer pool size-on OLTP workloads in a highly concurrent system."}]