Exact(1)
First is the well-known Amdahl's law [14] which limits the performance of any parallel application by the sequential part of the code.
Similar(59)
Consider an application consisting of two parts: a sequential part s, followed by a parallel part p, so that the sequential part must be executed on a single core, and the parallel part can be (evenly or unevenly) distributed over multiple cores.
Majority of the overhead is caused by the reasoning, which is part of the sequential part of the computation in DREAM-MCP.
This speedup upper bound indicates that with resource contention among threads, whether it is due to shared memory or critical section, a sequential term is guaranteed to emerge from the parallelizable part of the workload, fundamentally limiting the scalability of multicore processors for parallel computing, in addition to the sequential part of the workload, as dictated by Amdahl's law.
The MIS scheme can work well for small prediction number P or particle number N. By reducing the basis particle number, the complexity of the resampling, the sequential part of the PF task, can be suppressed significantly.
The sequential part of Figure 3 is grouped into step (3.2) that needs to be addressed for both parallel and sequential computational performance.
This part of code is applied to the GPU while the sequential part of the application runs on the CPU.
Since the sequential parts are not affected by parallelization, the processing time does not change after improvement, as shown by T s_old = T s_new = T s.
The existence of such integrated systems seemed otherwise difficult to explain by the sequential development of parts, as implied in Aristotelian and other "epigenetic" theories of development.
We design the novel coherence attributes by transforming sequential parts of an essay into the semantic space and measuring changes between them to estimate coherence of the text.
The experiments also reveal that sequential part (flip-flops) in the circuit dominating the system SER by one order than combinational gates for a 130 nm CMOS process.
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Justyna Jupowicz-Kozak
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