While our abstractions are simpler than their real-world counterparts, the insights obtained, we believe, are a useful starting point in understanding and designing systems that support real time status updates. 展开 关键词: mobile computing mobile handsets queueing theory abstraction first come first ...
Why is there a need for Real-time Machine Learning? Real-time machine learning has become increasingly important due to the need for quick and exact decision-making in various industries. For example, real-time ML can help detect fraudulent transactions and prevent monetary losses in the financial...
However, it is challenging to raise the abstraction level while still providing high performance. We have developed a real-time procedural shading language system designed to achieve this goal. Our system is organized around multiple computation frequencies. For example, computations may be associated ...
Constraints such as real-time, power, cost –There are many constraints in real-time embedded systems. Many of these constraints are met by customizing to the application. 6. Special instructions –SoCs have special CPU instructions to speed up the application. As an example, the SoC in Figure...
For example, Fig. 5 represents the SetExp automaton obtained from the TA of Fig. 3“x || y” denotes the simultaneous execution of x and y. Sign in to download hi-res image Fig. 5. SetExp automaton of the TA of Fig. 3. Tick abstraction: Instead of using a continuous time, time...
If there is no decision for the property, the abstraction is refined (by constructing a finer partition into regions of the continuous space) and the process is iterated. Classically, this refinement is guided by a counterexample of the property (here, a critical pair) at the abstract level ...
(or both). In some systems, a preview feature can show how different AR content items will look within different windows in a display at the same time. This can, for example, enable multiple windows with different pseudorandom animations to be viewed on a display at the same time. ...
Deployment node: the abstraction of a deployment, such as an SQL deployment of Realtime Compute for Apache Flink. Relationship Relationships between entities include the relationship between an entity and the upstream entity that produces data and the relationship between the entity and the downstream...
For example, inter-object interactions often result in blocking execution threads. Blocking time can be minimized using dedicated strategies. This requires abstraction of inter-object communications and large scale synchronization among objects as first class objects. In addition, an object may adopt ...
In contrast, the feature-layer fusion approach fuses abstraction feature tensors extracted from two different branches. The data volume of feature tensors is much smaller than that of initial tensors, which can reduce the processing time. It builds connections at multiple convolutional depths between...