Proteus: Language and Runtime Support for Self-Adaptive Software Development

Autor: Robert Cartwright, Yan Pei, Krishna V. Palem, Connor Imes, Saeid Barati, Andrew Wright, Ryuichi Sai, Henry Hoffmann, Keshav Pingali, Ferenc Bartha, Swarnendu Biswas, Arvind, Dung Nguyen, Jason E. Miller, Yao-Hsiang Yang, Sizhuo Zhang, Adam Duracz, Nikita Mishra, Donald S. Fussell

Publikováno v: IEEE Software. 36:73-82

Our software framework, Proteus, treats adaptation as a first-class object, enabling rapid development of robust, adaptive applications. Proteus developers specify their programs' intent and adaptable components (or knobs). A control-theoretic runtim

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::dc5fbab51765e592ce1b8cd70bb5d5b6
https://doi.org/10.1109/ms.2018.2884864

An Optimum Inexact Design for an Energy Efficient Hearing Aid

Autor: James Sneed German, Sai Praveen Kadiyala, Shubham Mahajan, Quingyun Wang, Krishna V. Palem, Arindam Basu, Hong Xu, Avinash Lingamaneni, Aritra Sen

Publikováno v: Journal of Low Power Electronics
Journal of Low Power Electronics, American Scientific Publishers, 2019, 15 (2), pp.129-143. ⟨10.1166/jolpe.2019.1610⟩
Journal of Low Power Electronics, 2019, 15 (2), pp.129-143. ⟨10.1166/jolpe.2019.1610⟩

International audience; Inexact design has proved to be an efficient way of obtaining power savings with a marginal penalty on performance in applications which do not need high degree of output accuracy. Such applications are often found in domains

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dee5c18a7ac03d091058335b7b66c3c2
https://hal.archives-ouvertes.fr/hal-02546135

Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators

Autor: Yunji Chen, Krishna V. Palem, Olivier Temam, Avinash Lingamneni, Zidong Du, Chengyong Wu

Publikováno v: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 34:1223-1235

In recent years, inexact computing has been increasingly regarded as one of the most promising approaches for slashing energy consumption in many applications that can tolerate a certain degree of inaccuracy. Driven by the principle of trading tolera

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::728b8589ecbe637fb84bc4882a1d2403
https://doi.org/10.1109/tcad.2015.2419628

Location detection for navigation using IMUs with a map through coarse-grained machine learning

Autor: Soonhyun Noh, Daedong Park, Anshumali Shrivastava, Krishna V. Palem, Chen Luo, Seongsoo Hong, Yongshik Moon, E. J. Jose Gonzalez

Publikováno v: DATE

Location detection or localization supporting navigation has assumed significant importance in the recent past. In particular, techniques that exploit cheap inertial measurement units (IMU), the gyroscope and the accelerometer, have garnered attentio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ebb5cfbb01624cbcf035f709b3fbc43f
https://doi.org/10.23919/date.2017.7927040

Ten Years of Building Broken Chips

Autor: Krishna V. Palem, Avinash Lingamneni

Publikováno v: ACM Transactions on Embedded Computing Systems. 12:1-23

Well over a decade ago, many believed that an engine of growth driving the semiconductor and computing industries---captured nicely by Gordon Moore’s remarkable prophecy (Moore’s law)---was speeding towards a dangerous cliff-edge. Ranging from ex

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::62bd967560e0999aed8a21a4b58fa00a
https://doi.org/10.1145/2465787.2465789