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

A machine readable storage medium containing program code is described that when processed by a processor causes a method to be performed. The method includes creating a resultant rolled version of an input vector by forming a first intermediate vector, forming a second intermediate vector and forming a resultant rolled version of an input vector. The first intermediate vector is formed by barrel rolling elements of the input vector along a first of two lanes defined by an upper half and a lower half of the input vector. The second intermediate vector is formed by barrel rolling elements of the input vector along a second of the two lanes. The resultant rolled version of the input vector is formed by incorporating upper portions of one of the intermediate vector's upper and lower halves as upper portions of the resultant's upper and lower halves and incorporating lower portions of the other intermediate vector's upper and lower halves as lower portions of the resultant's upper and lower halves.

Apparatus and method of efficient vector roll operation

An apparatus and method for performing vector index loads and stores. For example, one embodiment of a processor comprises: a vector index register to store a plurality of index values; a mask register to store a plurality of mask bits; a vector register to store a plurality of vector data elements loaded from memory; and vector index load logic to identify an index stored in the vector index register to be used for a load operation using an immediate value and to responsively combine the index with a base memory address to determine a memory address for the load operation, the vector index load logic to load vector data elements from the memory address to the vector register in accordance with the plurality of mask bits.

Method and apparatus for vector index load and store

An apparatus and method are described for permuting data elements with masking. For example, a method according to one embodiment includes the following operations: reading values from a mask data structure to determine whether masking is implemented for each data element of a destination operand; if masking not implemented for a particular data element, then selecting data elements from a first source operand and a second source operand based on index values stored in destination operand to be copied to data element positions within the destination operand, wherein any one of the data elements from either the first source operand and the second source operand may be copied to any one of the data element positions within the destination operand; and if masking is implemented for a particular data element of the destination operand, then performing a designated masking operation with respect to that particular data element.

Apparatus and method for performing permute operations

A method of an aspect includes receiving a masked packed rotate instruction The instruction indicates a first source packed data including a plurality of packed data elements, a packed data operation mask having a plurality of mask elements, at least one rotation amount, and a destination storage location A result packed data is stored in the destination storage location in response to the instruction The result packed data includes result data elements that each correspond to a different one of the mask elements in a corresponding relative position Result data elements that are not masked out by the corresponding mask element include one of the data elements of the first source packed data in a corresponding position that has been rotated Result data elements that are masked out by the corresponding mask element include a masked out value Other methods, apparatus, systems, and instructions are disclosed

Packed rotate processors, methods, systems, and instructions

A loop alignment instruction indicates a base address of an array as a first operand, an iteration limit of a loop as a second operand, and a destination. The loop contains iterations and each iteration includes a data element of the array. A processor receives the loop alignment instruction, decodes the instruction for execution, and stores a result of the execution in the destination. The result indicates the number of data elements at a beginning of the array that are to be handled separately from a remaining portion of the array, such that the base address of the remaining portion of the array aligns with an alignment width.

Elmoustapha Ould-Ahmed-Vall

Papers

Apparatus and method of efficient vector roll operation

Method and apparatus for vector index load and store

Apparatus and method for performing permute operations

Packed rotate processors, methods, systems, and instructions

System, apparatus and method for generating a loop alignment count or a loop alignment mask