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20. Parallel Databases in DBMS

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Chapter 20: Parallel Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallelism in Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
I/O Parallelism ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
I/O Parallelism (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Comparison of Partitioning Techniques ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Comparison of Partitioning Techniques (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Comparison of Partitioning Techniques(Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Comparison of Partitioning Techniques (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Partitioning a Relation across Disks ,[object Object],[object Object],[object Object]
Handling of Skew ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Handling Skew in Range-Partitioning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Handling Skew using Histograms ,[object Object],[object Object],[object Object]
Handling Skew Using Virtual Processor Partitioning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Interquery Parallelism ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cache Coherency Protocol ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Intraquery Parallelism ,[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Processing of Relational Operations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Sort ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Sort (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Join ,[object Object],[object Object],[object Object]
Partitioned Join ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Partitioned Join (Cont.)
Fragment-and-Replicate Join ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Depiction of Fragment-and-Replicate Joins a. Asymmetric Fragment and Replicate b. Fragment and Replicate
Fragment-and-Replicate Join (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Fragment-and-Replicate Join (Cont.) ,[object Object],[object Object],[object Object],[object Object]
Partitioned Parallel Hash-Join ,[object Object],[object Object],[object Object],[object Object],[object Object]
Partitioned Parallel Hash-Join (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Nested-Loop Join ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other Relational Operations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other Relational Operations (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Grouping/Aggregation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cost of Parallel Evaluation of Operations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Interoperator Parallelism ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Factors Limiting Utility of Pipeline Parallelism ,[object Object],[object Object],[object Object],[object Object]
Independent Parallelism ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Query Optimization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Query Optimization (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Design of Parallel Systems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Design of Parallel Systems (Cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object]
End of Chapter

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