https://www.cs.montana.edu/courses/csci566/Ref/WMSN-Survey.pdf

A survey on wireless multimedia sensor networks

As new fabrication and integration technologies reduce the cost and size of micro-sensors and wireless interfaces, it becomes feasible to deploy densely distributed wireless networks of sensors and actuators. These systems promise to revolutionize biological, earth, and environmental monitoring applications, providing data at granularities unrealizable by other means. In addition to the challenges of miniaturization, new system architectures and new network algorithms must be developed to transform the vast quantity of raw sensor data into a manageable stream of high-level data. To address this, we propose a tiered system architecture in which data collected at numerous, inexpensive sensor nodes is filtered by local processing on its way through to larger, more capable and more expensive nodes.We briefly describe Habitat monitoring as our motivating application and introduce initial system building blocks designed to support this application. The remainder of the paper presents details of our experimental platform.

Habitat monitoring: Application driver for wireless communications technology

Operation in the subthreshold region most often is synonymous to minimum-energy operation. Yet, the penalty in performance is huge. In this paper, we explore how design in the moderate inversion region helps to recover some of that lost performance, while staying quite close to the minimum-energy point. An energy-delay modeling framework that extends over the weak, moderate, and strong inversion regions is developed. The impact of activity and design parameters such as supply voltage and transistor sizing on the energy and performance in this operational region is derived. The quantitative benefits of operating in near-threshold region are established using some simple examples. The paper shows that a 20% increase in energy from the minimum-energy point gives back ten times in performance. Based on these observations, a pass-transistor based logic family that excels in this operational region is introduced. The logic family operates most of its logic in the above-threshold mode (using low-threshold transistors), yet containing leakage to only those in subthreshold. Operation below minimum-energy point of CMOS is demonstrated. In leakage-dominated ultralow-power designs, time-multiplexing will be shown to yield not only area, but also energy reduction due to lower leakage. Finally, the paper demonstrates the use of ultralow-power design techniques in chip synthesis.

/pdf/ultralow-power-design-in-near-threshold-region-37ua2hp61u.pdf

Ultralow-Power Design in Near-Threshold Region

https://ir.nctu.edu.tw:443/bitstream/11536/15393/1/000299669400001.pdf

Review: From wireless sensor networks towards cyber physical systems

A mechanistic model for out-of-order superscalar processors is developed and then applied to the study of microarchitecture resource scaling. The model divides execution time into intervals separated by disruptive miss events such as branch mispredictions and cache misses. Each type of miss event results in characterizable performance behavior for the execution time interval. By considering an interval's type and length (measured in instructions), execution time can be predicted for the interval. Overall execution time is then determined by aggregating the execution time over all intervals. The mechanistic model provides several advantages over prior modeling approaches, and, when estimating performance, it differs from detailed simulation of a 4-wide out-of-order processor by an average of 7p.The mechanistic model is applied to the general problem of resource scaling in out-of-order superscalar processors. First, we use the model to determine size relationships among microarchitecture structures in a balanced processor design. Second, we use the mechanistic model to study scaling of both pipeline depth and width in balanced processor designs. We corroborate previous results in this area and provide new results. For example, we show that at optimal design points, the pipeline depth times the square root of the processor width is nearly constant. Finally, we consider the behavior of unbalanced, overprovisioned processor designs based on insight gained from the mechanistic model. We show that in certain situations an overprovisioned processor may lead to improved overall performance. Designs where a processor's dispatch width is wider than its issue width are of particular interest.

https://biblio.ugent.be/publication/2093763/file/2093773.pdf

A mechanistic performance model for superscalar out-of-order processors

PROBLEM TO BE SOLVED: To provide an instruction to compute a plurality of masks corresponding to a plurality of successive vectors of a plurality of iterations proceeding in parallel without conflicting with each other.SOLUTION: The execution of a VPTESTCONF (vector packed test conflict) causes a logical "AND" of data from a source mask operand with each data element of a source packed data operand, followed by a determination of which of a plurality of such logical "AND" operations indicates a conflict to create a conflict check result, and another logical "AND" with the conflict check result with the data from the source mask operand.SELECTED DRAWING: Figure 1

Methods and apparatuses

An apparatus is described having instruction execution logic circuitry. The instruction execution logic circuitry has input vector element routing circuitry to perform the following for each of three different instructions: for each of a plurality of output vector element locations, route into an output vector element location an input vector element from one of a plurality of input vector element locations that are available to source the output vector element. The output vector element and each of the input vector element locations are one of three available bit widths for the three different instructions. The apparatus further includes masking layer circuitry coupled to the input vector element routing circuitry to mask a data structure created by the input vector routing element circuitry. The masking layer circuitry is designed to mask at three different levels of granularity that correspond to the three available bit widths.

Apparatus and method of improved permute instructions with multiple granularities

In one embodiment of the invention, a processor device including a storage location configured to store a set of source packed-data operands, each of the operands having a plurality of packed-data elements that are positive or negative according to an immediate bit value within one of the operands. The processor also including: a decoder to decode an instruction requiring an input of a plurality of source operands, and an execution unit to receive the decoded instructions and to generate a result that is a product of the source operands. In one embodiment, the result is stored back into one of the source operands or the result is stored into an operand that is independent of the source operands.

Elmoustapha Ould-Ahmed-Vall

Papers

Methods and apparatuses

Apparatus and method of improved permute instructions with multiple granularities

Processor, method and system for fused multiply-multiply instructions

Processing apparatus and non-transitory machine-readable medium to perform an inverse centrifuge operation

Compute optimizations for neural networks using bipolar binary weight