Through Mantis, the user is able to define the network topology, current and forecasted traffic matrices, CAPEX/OPEX parameters, set up basic configuration parameters, and use a library of algorithms to plan, operate, or run what-if scenarios for an optical network of interest.
Furthermore, we show that by automatically tuning basic configuration parameters, such as the number of tasks and the map tasks' buffer size, we can greatly improve the applications' performance and decrease further the user's spending budget.
Furthermore, the proposed scheduler is capable of automatically tuning basic configuration parameters that impact both the user's budget and the workload's makespan.
Second, we seek at enhancing the performance of the users' jobs (i.e., reduce their end-to-end execution time) and decrease further the monetary cost by adjusting five basic configuration parameters.
Companies like Cloudera [22] provide rule of thumb recommendations for the basic configuration parameters; however, such approaches cannot be easily applied to a wide range of applications [20].
Now, knowing that the fitting parameters through only depend on the configuration parameters and assuming the differentiability of the probability of reception in the configuration parameters, we infer the differentiability of the fitting parameters in the configuration parameters.
All code, computational configurations, parameters, and their provenance can be captured within these systems.
We enhance the system's performance and decrease the user's spending budget through the automatic configuration of five basic MapReduce configuration parameters.
Aircraft Design is based on principal models of flight, telling about the relations between basic geometry and configuration parameters used to define the wing, e.g., wing area, span, taper, bending, twist etc., and aerodynamic performance, aircraft manoeuvre and controllability qualities, and loads on the structure due to aerodynamic forces and moments.
The COP for the basic configuration and single ejector were between 0.127 0.282 and 0.17 0.362 respectively.
Four different configurations were used (determined using the rule outlined in Figure 4K in [ 10]: a basic configuration and its three rotations (90, 180, and 270 degrees).
