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Estébanez López, Álvaro Llanos Ferraris, Diego Rafael González Escribano, Arturo 2018-03-16T18:54:40Z 2018-03-16T18:54:40Z 2015 International Journal of Paralell Programming, 44(3), pags 407-426 http://uvadoc.uva.es/handle/10324/29106 10.1007/s10766-014-0347-0 Producción Científica Software-based, thread-level speculation (TLS) is a software technique that optimistically executes in parallel loops whose fully-parallel semantics can not be guaranteed at compile time. Modern TLS libraries allow to handle arbitrary data structures speculatively. This desired feature comes at the high cost of local store and/or remote recovery times: The easier the local store, the harder the remote recovery. Unfortunately, both times are on the critical path of any TLS system. In this paper we propose a solution that performs local store in constant time, while recover values in a time that is in the order of T, being T the number of threads. As we will see, this solution, together with some additional improvements, makes the difference between slowdowns and noticeable speedups in the speculative parallelization of non-synthetic, pointer-based applications on a real system. Our experimental results show a gain of 3.58× to 28× with respect to the baseline system, and a relative efficiency of up to, on average, 65 % with respect to a TLS implementation specifically tailored to the benchmarks used. Castilla-Leon Regional Government (VA172A12-2); Ministerio de Industria, Spain (CENIT OCEANLIDER); MICINN (Spain) and the European Union FEDER (MOGECOPP project TIN2011-25639, CAPAP-H3 net- work TIN2010-12011-E, CAPAP-H4 network TIN2011-15734-E). application/pdf eng Springer info:eu-repo/semantics/restrictedAccess http://creativecommons.org/licenses/by/4.0/ Springer Attribution 4.0 International New data structures to handle speculative parallelization at runtime info:eu-repo/semantics/article http://link.springer.com/article/10.1007%2Fs10766-014-0347-0 SI