Contents

Dependence analysis

Control dependencies[edit]

Control dependency is a situation in which a program instruction executes if the previous instruction evaluates in a way that allows its execution.

A statement S2iscontrol dependentonS1 (written ${\displaystyle S1\ \delta ^{c}\ S2}$) if and only if S2's execution is conditionally guarded by S1. S2iscontrol dependentonS1 if and only if ${\displaystyle S1\in PDF(S2)}$ where ${\displaystyle PDF($S)} is the post dominance frontier of statement ${\displaystyle S}$. The following is an example of such a control dependence:

S1       if x > 2 goto L1
S2       y := 3   
S3   L1: z := y + 1

Here, S2 only runs if the predicate in S1 is false.

Data dependencies[edit]

A data dependence arises from two statements which access or modify the same resource.

Flow(True) dependence[edit]

A statement S2isflow dependentonS1 (written ${\displaystyle S1\ \delta ^{f}\ S2}$) if and only if S1 modifies a resource that S2 reads and S1 precedes S2 in execution. The following is an example of a flow dependence (RAW: Read After Write):

S1       x := 10
S2       y := x + c

Antidependence[edit]

A statement S2isantidependentonS1 (written ${\displaystyle S1\ \delta ^{a}\ S2}$) if and only if S2 modifies a resource that S1 reads and S1 precedes S2 in execution. The following is an example of an antidependence (WAR: Write After Read):

S1       x := y + c
S2       y := 10

Here, S2 sets the value of y but S1 reads a prior value of y.

Output dependence[edit]

A statement S2isoutput dependentonS1 (written ${\displaystyle S1\ \delta ^{o}\ S2}$) if and only if S1 and S2 modify the same resource and S1 precedes S2 in execution. The following is an example of an output dependence (WAW: Write After Write):

S1       x := 10
S2       x := 20

Here, S2 and S1 both set the variable x.

Input dependence[edit]

A statement S2isinput dependentonS1 (written ${\displaystyle S1\ \delta ^{i}\ S2}$) if and only if S1 and S2 read the same resource and S1 precedes S2 in execution. The following is an example of an input dependence (RAR: Read-After-Read):

S1       y := x + 3
S2       z := x + 5

Here, S2 and S1 both access the variable x. This dependence does not prohibit reordering.

Loop dependencies[edit]

The problem of computing dependencies within loops, which is a significant and nontrivial problem, is tackled by loop dependence analysis, which extends the dependence framework given here.

See also[edit]

• Program analysis (computer science)
• Automatic parallelization
• Automatic vectorization
• Loop dependence analysis
• Frameworks supporting the polyhedral model
• Hazard (computer architecture)
• Program slicing
• Dead code elimination

Further reading[edit]

• Cooper, Keith D.; Torczon, Linda. (2005). Engineering a Compiler. Morgan Kaufmann. ISBN 1-55860-698-X.
• Kennedy, Ken; Allen, Randy. (2001). Optimizing Compilers for Modern Architectures: A Dependence-based Approach. Morgan Kaufmann. ISBN 1-55860-286-0.
• Muchnick, Steven S. (1997). Advanced Compiler Design and Implementation. Morgan Kaufmann. ISBN 1-55860-320-4.