Online View Maintenance Under a Response-Time Constraint

Abstract. A materialized view is a certain synopsis structure precomputed from one or more data sets (called base tables) in order to facilitate various queries on the data. When the underlying base tables change, the materialized view also needs to be updated accordingly to reflect those changes. We consider the problem of batch-incrementally maintaining a materialized view under a response-time constraint. We propose techniques for selectively processing updates to some base tables while keeping others batched, with the goal of minimizing the total maintenance cost while meeting the response-time constraint. We reduce this to a generalized paging problem, where the cost of evicting a page is a concave non-decreasing function of the number of continuous requests seen since the last time it was evicted. Our main result is an online algorithm that achieves a constant competitive ratio for all concave cost functions while relaxing the response-time constraint by a constant factor. For s...

• Type: Conference
• Year: 2005
• Where: ESA
• Authors: Kamesh Munagala, Jun Yang 0001, Hai Yu
• Keywords: Base Tables, Cost Function, ESA 2005, Materialized View