To provide an example in the bioinformatics field, in The Cancer Genome Atlas project researchers implemented the process of "sharding," splitting genome data into smaller more manageable chunks for cluster-based processing, utilising the Hadoop framework and the Genome Analysis Toolkit (GATK) [ 31, 32].
For example, the worst gene NER response time was 1 min per article, which for a 6000 article data set equates to 100 h of sequential processing for gene NER alone, whereas a response time of 5 s equates to a much more manageable 8.3 h of sequential processing.
Instead of one huge, complex, difficult-to-debug-and-maintain piece of code, the software is broken into much more manageable independent functions on different central processing units (CPUs).
The manual curation process organizes disparate data from scientific publications into a standard structured format, making it more manageable and computable for bioinformatics-related processing.
This can make the credit card repayment process more manageable.
Using this approach we aimed to reduce the data from all CpG sites retained after pre-processing and cleaning to a more manageable size by eliminating variables that contributed little predictive information for atopy.
In addition, government continuity planning for processing of transactions and forms has also become more manageable because of public/private sector collaboration.
Mashups not only offer a solution for composition, they can be also used as a mean to delegate processing for data-mining or aggregation, and generate new resources that are more manageable and scalable.
That contest is more manageable.
It is also more manageable.
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