Energy Efficient Neural Computing: A Study of Cross-Layer Approximations
نویسندگان
چکیده
منابع مشابه
Cross - Layer Energy - Efficient Mobile System Design
Advances in computing technology have resulted in high-end mobile devices with extensive computational capabilities that enable complex applications such as video encoding or lossless data compression. However, the energy requirements of such applications far exceed current battery technology, which is not improving as quickly as computing capabilities. Techniques have been designed targeting e...
متن کاملCross-layer optimization for energy-efficient wireless communications: a survey
Since battery technology has not progressed as rapidly as semiconductor technology, power efficiency has become increasingly important in wireless networking, in addition to the traditional quality and performance measures, such as bandwidth, throughput, and fairness. Energy-efficient design requires a cross layer approach as power consumption is affected by all aspects of system design, rangin...
متن کاملEnergy Efficient Soft Real-Time Computing through Cross-Layer Predictive Control
The next decade of computing workloads is expected to be dominated by soft-real time applications such as multimedia and machine vision. Such workloads are characterized by transient spikes requiring over provisioning of compute servers, adversely affecting the cost, energy usage, and environmental impact of data centers. In many of these applications, although deadlines need to be met to provi...
متن کاملEnergy efficient cross layer approach for Wireless Ad-hoc Network
Wireless Ad-hoc or Sensor Network has wide range of applications. Sometimes it is not possible to replace batteries of Ad-hoc or Sensor nodes in as network is deployed in inaccessible area. Resource constrained nodes run on batteries with limited capacity. For long running of the ad-hoc or sensor network, energy consumption on each node and lifetime of overall network is a concern for these app...
متن کاملCross - Layer Energy - Efficient Mobile System Design by Albert
Advances in computing technology have resulted in high-end mobile devices with extensive computational capabilities that enable complex applications such as video encoding or lossless data compression. However, the energy requirements of such applications far exceed current battery technology, which is not improving as quickly as computing capabilities. Techniques have been designed targeting e...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Journal on Emerging and Selected Topics in Circuits and Systems
سال: 2018
ISSN: 2156-3357,2156-3365
DOI: 10.1109/jetcas.2018.2835809