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Now that you've seen what a random workload looks like in the VM system let's try creating a custom workload with a specific property.
These conflicting requirements and goals are difficult to optimize due to the unknown runtime conditions, such as the availability of the resources and random workload distributions.
We also present an overall distributed system architecture to exploit sharing opportunities, and experimentally evaluate the benefits of our techniques via a novel, flexible random workload generator we develop for this setting.
Random workload this workload can be generated automatically using the Web service definitions mentioned above.
In this paper, to evaluate the proposed approach, random workload patterns are generated each one having a set of VMs.
Thus CICT can be efficiently exploited as workload scheduler that tunes value of CI of a data object to a desired value for any number of replicas and any random workload to achieve minimal degradation in the application performance.
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We measure BLESS's performance under a variety of benchmarks, and the experiment indicates that BLESS can increase throughput by 42% for sequential workloads and 54% for random workloads compared with traditional full encryption schemes.
DayTrader comes with a random client workload generator that dispatches requests to all available functionality on DayTrader.
One of the problems related to the random generation of the workload is that the representativeness of the Web service calls is not guaranteed.
Another aspect of sampling was that only the DELPHI study selected a subset of consecutive patients at random, to control the workload of coding by the family physician (FP) and his or her staff.
At the same time, virtualized workloads create random access patterns that place tremendous stress on traditional storage systems.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com