Title :
Partial indexing for nonuniform data distributions in relational DBMS´s
Author :
Sartori, Claudio ; Scalas, Maria Rita
Author_Institution :
Dipartimento di Elettronica Inf. e Sistemistica, Bologna Univ., Italy
fDate :
6/1/1994 12:00:00 AM
Abstract :
It is well known that the effectiveness of relational database systems is greatly dependent on the efficiency of the data access strategies. For this reason, much work has been devoted to the development of new access techniques, supported by adequate access structures such as the B+trees. The effectiveness of the B +tree also depends on the data distribution characteristics; in particular, poor performance results when the data show strong key value distribution unbalancing. The aim of this paper is to present the partial index: a new access structure that is useful in such cases of unbalancing, as an alternative to the B+tree unclustered indexes. The access structures are built in the physical design phase, and at execution (or compilation) time, the optimizer chooses the most efficient access path. Thus, integration of the partial indexing technique in the design and in the optimization process are also described
Keywords :
indexing; optimisation; query processing; relational databases; tree data structures; B+ tree; access path; access structure; access structures; compilation time; data access strategies; data distribution characteristics; execution time; key value distribution unbalancing; nonuniform data distributions; optimization process; optimizer; partial indexing; partial indexing technique; performance results; physical design phase; query processing; relational DBMS; relational database; unclustered indexes; Cost function; Design optimization; File systems; Helium; Indexes; Indexing; Relational databases; Statistical distributions; Statistics; US Department of Transportation;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on