Research and Advances

A second look at bloom filters

This note deals with a paper by Gremillion demonstrating the simulation approach to the design of a Bloom filter. It is shown that an analytical approach can yield insights into competing filter design and give expected values for the goodness-of-hash transformations not available with simulation. On the other hand, simulation gives insight into what can be expected with available hash transformation not available from an analytic approach.

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Research and Advances

An improved index sequential access method using hashed overflow

The Index Sequential Access Method (ISAM) is one of the most important file management systems used with moveable head disk devices. This study investigates the use of an unconventional method of treating overflow records. The method is to use hashing techniques to allocate space for such records. If certain conditions are satisfied, this is superior to the conventional ISAM method of chaining the overflow records via linked list techniques. These conditions are: long overflow chains with significant overflow; lack of tight disk space constraints; record keys which are small compared to the total record size; and significant use of the file in the index as opposed to the sequential mode. Using hashed overflow, the time to locate a record is dependent not on the total volume of overflow records as in conventional ISAM, but on the percentage use of space dedicated to overflow records.
Research and Advances

Retrieval—Update speed tradeoffs using combined indices

In a paper in the November 1970 Communications of the ACM, V.Y. Lum introduced a technique of file indexing named combined indices. This technique permitted decreased retrieval time at the cost of increased storage space. This paper examines combined indices under conditions of file usage with different fractions of retrieval and update. Tradeoff curves are developed to show minimal cost of file usage by grouping various partially combined indices.

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