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This unit is associated with a complex model that is highly compute-intense.
Computed Tomography (CT) image reconstruction algorithms such as convolution back-projection (CBP) and algebraic reconstruction technique (ART) are highly compute-intensive for today's single processor systems.
The base of the whole system is a novel pattern mining algorithm from time-series data, which involves highly compute-intensive aggregation calculations as complex but efficient distributed SQL queries on the relational databases that store the time-series.
That's a highly compute-intensive job that can take up to 8 million hours of compute time in total.
As the throughput increases, the implementation of the highly compute intensive baseband functionality becomes challenging.
Starting today, developers on AWS can spin up these new C4 instances to power their highly compute-intensive applications in Amazon's cloud.
The improvements with respect to sensitivity calculations are critical for many applications to drive highly compute-intensive (global) optimization and estimation processes.
Reverse-engineering of GRN models from data is a highly compute-intensive process, hence another crucial aspect in deciding the quality of a reverse-engineering algorithm is the computational performance of its implementation.
The unconventional computation in the ferromagnetic domain can lead to highly dense computing structures without leakage currents, attojoule dissipation per bit operation and data-throughputs comparable to state-of-the-art high-performance CMOS CPUs.
Such detailed investigation was not possible in the past due to limited computing resources and more importantly an efficient technique to address the highly intensive computing time problem.
Unlike existing software packages, the code is optimized to perform well on highly parallelized computing clusters, combining distributed and shared memory architectures.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com