Fractal Tree

E715759

A Fractal Tree is a write-optimized indexing data structure designed to improve insertion and update performance in databases by buffering and batching operations.

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Fractal Tree canonical 1

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Predicate Object
instanceOf database index
index data structure
write-optimized data structure
hasAdvantageOver B-tree for high-insert workloads
hasAlternativeName Fractal Tree index
Fractal tree data structure NERFINISHED
hasApplication general-purpose database indexing
log and event data indexing
time-series data storage
hasBehavior propagates buffered messages down the tree
hasComplexityProperty asymptotically improved write complexity compared to B-trees in theory
hasComponent internal nodes with buffers
leaf nodes storing records or pointers
hasDesignGoal improve insertion performance
improve update performance
reduce random disk I/O
support high write throughput
hasProperty asymptotically faster inserts than B-trees under some workloads
batched operations
buffered
write-optimized
hasResearchArea I/O-efficient algorithms
data structures
database systems
hasTradeoff may use more space than a B-tree in some configurations
slightly more complex implementation than B-tree
isBasedOn tree structure
isComparedTo B-tree NERFINISHED
log-structured merge tree NERFINISHED
isRelatedTo cache-oblivious data structures
external memory algorithms
write-optimized index
isRelevantFor OLTP workloads
large-scale databases
write-heavy workloads
isUsedIn database systems
log-structured and write-optimized systems
storage engines
optimizesFor bulk loading
sequential disk writes
supportsOperation deletion
insertion
point query
range query
update
usesConcept batched updates
buffering
message passing

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TokuDB dataStructure Fractal Tree