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Explain different Code optimization techniques along with an example

Mumbai University > Computer > Sem 6 > System Programming and Compiler Construction

Marks: 10

Year:May 16

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It is used so that code can be executed in faster manner

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Function Preserving

1.Common Subexpression elimination

2.Constant Floding

3.Copy Propogation

4.Dead Code Elimination

Loop Optimization

1.Code Motion

2.Strength Reduction

3.Frequency reduction

4.Loop Distribution

Branch optimization

Rearranges the program code to minimize branching logic and to combine physically separate blocks of code.

Code motion

If variables used in a computation within a loop are not altered within the loop, the calculation can be performed outside of the loop and the results used within the loop.

Common subexpression elimination

In common expressions, the same value is recalculated in a subsequent expression. The duplicate expression can be eliminated by using the previous value.

Constant propagation

Constants used in an expression are combined, and new ones are generated. Some implicit conversions between integers and floating-point types are done.

Dead code elimination

Eliminates code that cannot be reached or where the results are not subsequently used.

Dead store elimination

Eliminates stores when the value stored is never referenced again. For example, if two stores to the same location have no intervening load, the first store is unnecessary and is removed.

Global register allocation

Allocates variables and expressions to available hardware registers using a "graph coloring" algorithm.

Inlining

Replaces function calls with actual program code

Instruction scheduling

Reorders instructions to minimize execution time

Interprocedural analysis

Uncovers relationships across function calls, and eliminates loads, stores, and computations that cannot be eliminated with more straightforward optimizations.

Invariant IF code floating (Unswitching)

Removes invariant branching code from loops to make more opportunity for other optimizations.

Reassociation

Rearranges the sequence of calculations in an array subscript expression, producing more candidates for common expression elimination.

Store motion

Moves store instructions out of loops.

Strength Reduction

Replaces less efficient instructions with more efficient ones. For example, in array subscripting, an add instruction replaces a multiply instruction.

Value numbering Involves constant propagation, expression elimination, and folding of several instructions into a single instruction.

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