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Can move your data within Azure from high-performance scratch, to warm Azure blob storage and cold archive storage. Get access to high performance and capacity during simulation. Move post-simulation data to a redundant, less-expensive cloud storage solution, to either be easily distributed or mad...
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Learning, in the machine sense, is about minimizing the difference between the actual result and the correct result. This process is tedious and compute-expensive, as evidenced by the time it takes to run through one epoch. Fortunately, this training needs only to be done once and not each ...
(back-end compute servers). The performance improvement is driven by the parallelism of the distributed computation, and also by the fact that extremely expensive data-moving costs are avoided. We simply move the computation to the place where the data is stored. Of course, each leaf node ...
In Azure IoT,device managementincludes tasks such as: Device registration: Before a device can connect to an IoT hub, it must be registered. Device registration is the process of creating a device identity in the cloud. Each IoT hub has its own internal device registry. The device identity ...
a query plan is created for the query text. After the query is executed, the plan is returned to the cache to be reused. Query plan creation is an expensive operation, and query plan reuse is almost always a good idea. The query text that's being compared against text of the plan in...
Although they can be expensive to develop, source generators can eliminate the necessity of using unbounded reflection or generating IL at runtime. Never supporting native AOT Some .NET code just won’t ever support native AOT. There may be an intrinsically fundamental design about a library that...
LLM features have the potential to significantly improve the user experience, however, they are expensive and can impact the performance of the product. Hence, it is critical to measure the user value they add to justify any added costs. While a product-level utili...
Recreating work when someone else in the organization has already created something reusable, can be frustrating, inefficient, and expensive. Redundant work often occurs in an organization when people aren’t aware of similar work done by someone else, or due to difficulties finding information or ...