Download e-book for kindle: Advanced Memory Optimization Techniques for Low-Power by Manish Verma, Peter Marwedel

By Manish Verma, Peter Marwedel

ISBN-10: 1402058969

ISBN-13: 9781402058967

ISBN-10: 1402058977

ISBN-13: 9781402058974

The layout of embedded platforms warrants a brand new viewpoint as a result following purposes: first of all, gradual and effort inefficient reminiscence hierarchies have already develop into the bottleneck of the embedded platforms. it's documented within the literature because the reminiscence wall challenge. Secondly, the software program working at the modern embedded units is turning into more and more complicated. it's also good understood that no silver bullet exists to resolve the reminiscence wall challenge. accordingly, this e-book explores a collaborative procedure through presenting novel reminiscence hierarchies and software program optimization thoughts for the optimum usage of those reminiscence hierarchies. Linking reminiscence structure layout with memory-architecture conscious compilation leads to quick, energy-efficient and timing predictable reminiscence accesses. The review of the optimization suggestions utilizing real-life benchmarks for a unmarried processor process, a multiprocessor system-on-chip (SoC) and for a electronic sign processor procedure, stories major discount rates within the power intake and function development of those platforms. The e-book offers quite a lot of optimizations, steadily expanding within the complexity of research and of reminiscence hierarchies. the ultimate bankruptcy covers optimization thoughts for purposes including a number of approaches present in most up-to-date embedded units. complicated reminiscence Optimization strategies for Low strength Embedded Processors is designed for researchers, complier writers and embedded approach designers / architects who desire to optimize the strength and function features of the reminiscence subsystem.

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5(b), we observe that at only three points (100, 200 and 300 bytes) the Frac. SA approach achieves a more energy efficient allocation than that of the SA approach. In contrast, the SA approach achieves energy efficient allocations for all the other scratchpad sizes. The other important observation is that the energy values for the Frac. SA are always very close to those for the SA approach. A maximum difference of 2% is observed for the dsp benchmark at 512 bytes scratchpad sizes. Therefore, if the system architecture permits allocation of a memory object across the boundary of a scratchpad, then the Frac.

SA approach. 5 Non-Overlayed Scratchpad Allocation The current section presents an integer linear programming (ILP) based optimal approach to solve the SA problem and a greedy algorithm based fractional scratchpad allocation approach. In the following, we start by presenting the ILP formulation of the SA problem. 1 Optimal Non-Overlayed Scratchpad Allocation Let us define the following binary variable l(moi ) to denote the location of the memory object moi in the memory hierarchy. 17) We use the binary variable l(moi ) to reformulate the objective function (cf.

The authors [14] proposed an approach to utilize the scratchpad for storing global variables as well as stack frames. They formulated the allocation problem as an integer linear programming (ILP) problem and solved it to obtain an optimal allocation. Sjo¨ din et al. [108] proposed a similar approach to allocate only global variables onto the scratchpad. In contrast, authors [29] utilized the scratchpad memory as a cheap alternative for storing spilled register values. They demonstrated that the spilled register values cause a notable interference in the data cache, and therefore justified that the spilled values should be moved to the non-cacheable scratchpad memory.

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Advanced Memory Optimization Techniques for Low-Power Embedded Processors by Manish Verma, Peter Marwedel


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