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Memory bound refers to a situation in which the time to complete a given computational problem is decided primarily by the amount of free memory required to hold the working data. This is in contrast to algorithms that are compute-bound , where the number of elementary computation steps is the deciding factor.
function simple memory bounded A *-star (problem): path queue: set of nodes, ordered by f-cost; begin queue. insert (problem. root-node); while True do begin if queue. empty then return failure; //there is no solution that fits in the given memory node:= queue. begin (); // min-f-cost-node if problem. is-goal (node) then return success; s:= next-successor (node) if! problem. is-goal (s ...
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Yet as memory access latency often becomes the dominant factor in an application’s execution time, [5] applications may not scale up to meet the time bound constraint. [ 1 ] [ 2 ] The Sun–Ni law, instead of constraining the problem size by time, constrains the problem by the memory capacity of the system, or in other words bounds based on ...
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The resultant curve is effectively a performance bound under which kernel or application performance exists, and includes two platform-specific performance ceilings [clarification needed]: a ceiling derived from the memory bandwidth and one derived from the processor's peak performance (see figure on the right).
Time Hierarchy Theorem. If f(n) is a time-constructible function, then there exists a decision problem which cannot be solved in worst-case deterministic time o(f(n)) but can be solved in worst-case deterministic time O(f(n)log f(n)).