Predicting and improving system/service/cache load using machine learning techniques
Your name
Sumeet More (github username: Sumeetgaara )
Rohan Ghodke(github username: Rohan-g3112)
Team name
High Five
Brief Description
Cache are used in applications to reduce load on database servers and and serve the request in less time which further improves user experience. Cache systems are broadly used in applications from all business domains, in this hackathon - we will take example of banking system where delay in different services can lead to poor customer experience. Better understanding load and improving caching of these services using machine learning techniques can help individual bank to serve more customers. We will build a machine learning model which for a given day, can predict how many customers can potentially visit bank or use a particular service, indirectly predicting load of a service or caching system. Based on which bank can prepare their systems
Other
Are you looking for team members?
[ ] Yes
[X] No
Would you like to have a mentor assigned to your team?
Hackathon Idea
Predicting and improving system/service/cache load using machine learning techniques
Your name
Team name
High Five
Brief Description
Cache are used in applications to reduce load on database servers and and serve the request in less time which further improves user experience. Cache systems are broadly used in applications from all business domains, in this hackathon - we will take example of banking system where delay in different services can lead to poor customer experience. Better understanding load and improving caching of these services using machine learning techniques can help individual bank to serve more customers. We will build a machine learning model which for a given day, can predict how many customers can potentially visit bank or use a particular service, indirectly predicting load of a service or caching system. Based on which bank can prepare their systems
Other
Are you looking for team members?
Would you like to have a mentor assigned to your team?