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Typically, it is a hardware dynamic scheduling algorithm, in which a separate hardware unit (so-called forwarding) is added to manage the sequential instructions that would normally stall (due to certain dependencies) and execute non-sequentially (This is also referred to as out-of-order execution).
Given 5 sequential instructions in human language (e.g., "Pour from the first beaker into the yellow beaker" or "Mix it"), the system has to predict the final world state.
Through that 15-year period, step-by-step sequential instructions were all the rage.
This demonstrates the inherent weakness of relying on sequential instructions alone.
In other words, our algorithm performs a combination of in-order and out-of-order execution for sequential instructions.
It allows sequential instructions that would normally be stalled due to certain dependencies to execute non-sequentially (out-of-order execution).
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Instead of using some other methods to reduce the power consumption, we have proposed an algorithm which performs the stall reduction in a Left-Right (LR) manner, in sequential instruction execution as shown in Figure 1.
A divergent branch occurs when the threads take different code paths out of a branching instruction, e.g. if-then-else, thus forcing a sequential instruction flow and reducing concurrency.
A CPU usually contains several highly optimized cores for sequential instruction execution, while a GPU typically contains thousands of simpler but efficient cores which are able to process different tasks in parallel.
The group chosen as a base line group provided us with the opportunity to work with students in four sequential library instruction sessions, allowing us to observe, reflect and respond to learning needs between each session.
General purpose processors are efficient in sequential execution of instructions and are not primarily designed to exploit the inherent parallelism available in event-driven sensor applications.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com