Common examples of semi-structured data are JSON and XML. Semi-structured data is more complex than structured data but less complex than unstructured data. It's also relatively easier to store than unstructured data, bridging the gap between the two data types. An XML sitemap contains page ...
Often implies heaviness and solidity. He used a heavy iron block to press the materials together. 5 Barrier A fence or other obstacle that prevents movement or access The mountain barrier between Norway and Sweden Block A solid piece of a hard substance, such as wood, having one or more fla...
A good analogy to cloud computing is the electric grid that centralized the production, transmission, and distribution of electricity to consumers. Consumers simply plug in to the grid, consume power, and pay for what they use without worrying about the nitty-gritty details of how electricity is ...
A pulley is a wheel on an axle or shaft that is designed to support movement and change of direction of a taut cable or belt, or transfer of power between the shaft and cable or belt. In the case of a pulley supported by a frame or shell that does not transfer power to a shaft,...
Using the ImplicitGlobalGrid.jl package, we can transform the code 3D_maxwell_pml_xPU.jl into a versions that works on both multiple CPUs and GPUs (xPUs, in short). This modified code can be found in 3D_maxwell_pml_multixPU.jl and can be executed using sbatch run 3D_maxwell_pml_mul...
Right: The demand is censored due to competing services, where EV drivers can choose between competing services (Blue and Red chargers). 2. Related work Over the last few years, there has been a growing interest in developing accurate models for predicting EV charging demand. Researchers have ...
This grid corresponds to the density map and is expected to contain high values in those locations where an instance of our object class of in- terest is to be found, and values close to zero elsewhere. A non-negative activation nonlinearity...
It must be pointed out that both CPU and GPU modules implement the same algorithm, schematized as Input: grid definition, Q array, … Start time integration loop Store Q array at time t Evaluate time step Δt One-dimensional test case: accuracy validation As a first test case we provide...
It is relevant to now define the difference between the Scattered Field and the Total Field in the simulation. The Total Field is where our device is, and where we can see how the light moves and interacts with the materials in it. On the other hand, the scattered field is the electric...
Using non-blocking MPI communications allows us to overlap the communications across the network and data transfers between the GPUs and the CPUs with calculations on the GPUs. We validate the CUDA and MPI implementation and analyze performance measurements. In average we obtain a speedup of 20x ...