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In the last 20 years, machine learning research was faced with an increasing number of available algorithms including a multitude of parametrisation, preprocessing and postprocessing approaches as well as a substantially extended range of applications due to increasing computing power and wider availability of computer-readable data sets.
It runs on UNIX-based computers and computer clusters, and it scales very well with increasing computing resources, making it a cost-effective way to quantify genes in large metagenomic datasets.
An engineer by training, 10 years ago Mr Benoit worked in the computer department of a French bank, where ever increasing computing power and capacity was seen as a competitive advantage.
Increasing computing power and advances in the development of algorithms, or computer codes representing subtle physics, have deepened scientists' understanding of the web and revealed its links to recent observational discoveries in the cosmos.
Although scoring accuracy and range of applications of computational docking has improved in the last years, resulting partially from increasing computing power, this method is far from excellence and still cannot be applied to practical tasks without in vitro and in vivo validation.
With ever increasing computing power, huge developments in software and improvements in voice recognition and artificial voices, we have to accept that before long we'll be chatting to machines without a second thought.
Computer hardware gets a lot of blame for carbon emissions, despite the fact that for several decades we have been increasing computing power with very little increase in the materials and energy used in manufacture.
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In order to meet the ever-increasing computing requirement in the embedded market, multiprocessor chips were proposed as the best way out.
We discuss how the ever-increasing computing power and high-resolution data availability will soon allow researchers to start bridging the in vivo in silico gap.
At the same time, the ever-increasing computing capacities and the number of "ready-solutions" have made the method very popular, and allowed the development of specific solutions (Table 1).
Gundotra noted that Google's strategic thinking is dominated by the confluence of ever-increasing computing power (as seen in what an Android device can do), mobile connectivity (which provides real-time data, as well as access to the network) and cloud computing.
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