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CA algorithms are introduced in Sect. 2. Section 3 presents parallelism for CA and parallel implementation.
Also, two parallel approaches (intrinsic parallelism and data parallelism) for the computation of the distributions are proposed, implemented and assessed by using a parallel DSP-based system.
The logic used to generate values out of stages 2 and 3 is shown in Figure 2. The simplest form of parallelism for MT19937 is to perform stages 2 and 3 in parallel, and this is illustrated in Figure 2. Note that it is not possible to more finely pipeline the output generator because its processing rate is tied to the seed value modulator, which can only be pipelined into 3 stages.
The LDPC code has the feature of parallelism for supporting different speeds, performances and memory consumption.
Figure 6 shows a general structure of macroblock-level parallelism for a single frame.
We employ a hierarchical parallelism for the combined forward solver and genetic algorithm.
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We tightly integrated the FPGA-based coprocessor into the hybrid computing system by employing task-parallelism for the two-level prefiltering.
Road network microsimulation is computationally expensive, and existing state of the art commercial tools use task parallelism and coarse-grained data-parallelism for multi-core processors to achieve improved levels of performance.
Section 2 presents a complexity analysis of HEVC encoder, and Section 3 introduces basic data-level parallelisms for video encoders.
Section 3 presents data-level parallelisms for MV-HEVC, and Section 4 shows the performance and numerical analysis of the proposed methods.
This scheme can be efficiently mapped onto our SmartCell system to explore both spatial and temporal parallelisms for high computing performance.
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