Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Data systems are typically categorized into source-of-truth systems that serve as primary stores for the user-generated writes, reads and other complex queries. In recent years, scientists regularly encounter limitations due to large data sets in many areas, especially for the query of big data. ,  construct Access-aware In-memory Data Cache Middleware (AIDCM) for relational databases, which is an integral part of RDBMS and in-memory cache. On one hand, AIDCM provides low latency while supporting log-based trigger in the presence of updates to maintain data consistency. On the other hand, AIDCM translate the frequently accessed data to column-oriented in-memory cache by the column access frequency to ensure heavy hitter queries.  also present the experimental results to describe our middleware supporting a wide range of applications with big data.
['Kun Ma', 'Bo Yang']
I am writing a research paper on a idea Access-Aware In-memory Data Cache Middleware for Relational Databases
[{"from": "human", "value": "I am writing a research paper on a idea Access-Aware In-memory Data Cache Middleware for Relational Databases"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Data systems are typically categorized into source-of-truth systems that serve as primary stores for the user-generated writes, reads and other complex queries. In recent years, scientists regularly encounter limitations due to large data sets in many areas, especially for the query of big data. ,  construct Access-aware In-memory Data Cache Middleware (AIDCM) for relational databases, which is an integral part of RDBMS and in-memory cache. On one hand, AIDCM provides low latency while supporting log-based trigger in the presence of updates to maintain data consistency. On the other hand, AIDCM translate the frequently accessed data to column-oriented in-memory cache by the column access frequency to ensure heavy hitter queries.  also present the experimental results to describe our middleware supporting a wide range of applications with big data."}]