Despite general agreement on the direction of evolving workloads, there is little agreement on the nature of the architectural changes that should be made to support them.
Nevertheless, training sessions tend to extend over several hours [144] and retraining is required for evolving workloads.
Recurring queries, repeatedly being executed for long periods of time on rapidly evolving data-intensive workloads, have become a bedrock component in big data analytic applications.
The nurse's workload was evolving towards education in addition to clinical work, without her employer recognising it.
You need to have the right mix of reserve, non-reserve, and spot to make it all work — a mix that's hard to get right in the first place, and that changes over time as your workloads evolve.
The bacteria's coordinated effort raises a host of evolutionary puzzles, such as how the two microbes found their way into the insect and how they evolved to divide the workload, says Serap Aksoy, a molecular biologist at Yale University.
"The cumulative workload arising from a regulatory reform programme that is unfortunately increasingly fragmented, often extra-territorial, still evolving and still adding definition, is hugely consumptive of resources that would otherwise be customer-facing".
Future workload surveys of this type will need to modify RVU assignments (and, if necessary, introduce new categories), allowing for evolving study complexity, to ensure accuracy and relevance of results.
MapReduce workloads have evolved to include increasing amounts of time-sensitive, interactive data analysis; we refer to such workloads as MapReduce with Interactive Analysis (MIA).
Instead of trying to parallelize Pixar's Reyes micropolygon rendering system, we're taking a hard look at how the existing Direct3D 11 rendering pipeline, and GPU hardware implementations, must evolve to render micropolygon workloads efficiently in a high-throughput system.
Workloads have evolved from a predominantly static environment into one that changes over time in response to user demands, often as part of a highly virtualized, multitenant data center.
