Title :
Making Branching Programs Oblivious Requires Superlogarithmic Overhead
Author :
Beame, Paul ; Machmouchi, Widad
Author_Institution :
Comput. Sci. & Eng., Univ. of Washington, Seattle, WA, USA
Abstract :
We prove a time-space tradeoff lower bound of T = Ω (n log(n/s) log log(n/s)) for randomized oblivious branching programs to compute 1GAP, also known as the pointer jumping problem, a problem for which there is a simple deterministic time n and space O(log n) RAM (random access machine) algorithm. We give a similar time-space tradeoff of T = Ω (n log(n/s) log log(n/s)) for Boolean randomized oblivious branching programs computing GIP-MAP, a variation of the generalized inner product problem that can be computed in time n and space O(log2 n) by a deterministic Boolean branching program. These are also the first lower bounds for randomized oblivious branching programs computing explicit functions that apply for T = ω(n log n). They also show that any simulation of general branching programs by randomized oblivious ones requires either a superlogarithmic increase in time or an exponential increase in space.
Keywords :
Boolean functions; computational complexity; deterministic algorithms; randomised algorithms; 1GAP; Boolean randomized oblivious branching program; GIP-MAP; RAM; deterministic Boolean branching program; generalized inner product problem; pointer jumping problem; random access machine algorithm; superlogarithmic overhead; time-space tradeoff; Boolean functions; Complexity theory; Computational modeling; Context; Integrated circuit modeling; Probability distribution; Random access memory; branching programs; lower bounds; oblivious computation; randomization; time-space tradeoffs;
Conference_Titel :
Computational Complexity (CCC), 2011 IEEE 26th Annual Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4577-0179-5
Electronic_ISBN :
1093-0159
DOI :
10.1109/CCC.2011.35