Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Haichen Shen"'
Autor:
Weiliang Ma, Qian Xiong, Xuanhua Shi, Xiaosong Ma, Hai Jin, Haozhao Kuang, Mingyu Gao, Ye Zhang, Haichen Shen, Weifang Hu
Publikováno v:
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6fad28ea8e994a4cb95a03d96c4f710b
https://doi.org/10.1145/3575693.3575711
https://doi.org/10.1145/3575693.3575711
Publikováno v:
SoCC
Modern deep learning systems embrace the compilation idea to self generate code of a deep learning model to catch up the rapidly changed deep learning operators and newly emerged hardware platforms. The performance of the self-generated code is guara
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dba722e87c8c684b534a5000ee1c391e
https://doi.org/10.1145/3472883.3486973
https://doi.org/10.1145/3472883.3486973
Publikováno v:
SenSys
Video cameras have been deployed at scale today. Driven by the breakthrough in deep learning (DL), organizations that have deployed these cameras start to use DL-based techniques for live video analytics. Although existing systems aim to optimize liv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::be6ea712d783aa64863a21df2334e0df
https://doi.org/10.1145/3384419.3430721
https://doi.org/10.1145/3384419.3430721
Publikováno v:
GetMobile: Mobile Computing and Communications. 19:9-12
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::20facb36bdaf8acaca05b3a03e20292b
https://doi.org/10.1145/2904337.2904342
https://doi.org/10.1145/2904337.2904342
Autor:
Alec Wolman, Seungyeop Han, Sharad Agarwal, Arvind Krishnamurthy, Matthai Philipose, Haichen Shen
Publikováno v:
MobiSys
We consider applying computer vision to video on cloud-backed mobile devices using Deep Neural Networks (DNNs). The computational demands of DNNs are high enough that, without careful resource management, such applications strain device battery, wire
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bac71841a15b2a7576d9a8dd612f1b26
https://doi.org/10.1145/2906388.2906396
https://doi.org/10.1145/2906388.2906396
Publikováno v:
CVPR
Recent advances have enabled "oracle" classifiers that can classify across many classes and input distributions with high accuracy without retraining. However, these classifiers are relatively heavyweight, so that applying them to classify video is c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::175072d755e1480eff0c85e187e9c654
Publikováno v:
UbiComp
Always-on continuous sensing apps drain the battery quickly because they prevent the main processor from sleeping. Instead, sensor hub hardware, available in many smartphones today, can run continuous sensing at lower power while keeping the main pro
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::29351f5e46a0ad2cc7e3330f0a3b9135
https://doi.org/10.1145/2750858.2804260
https://doi.org/10.1145/2750858.2804260
Publikováno v:
MCC@SIGCOMM
Mobile Web page loads are notoriously slow due to limited computing power and slow network access. Our preliminary experiments show that computation is a significant fraction of page load time on mobile devices. Also, energy arguments suggest that it
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6ce0ef5bdfc32a083cf1ee809469bea4
https://doi.org/10.1145/2491266.2491275
https://doi.org/10.1145/2491266.2491275
Publikováno v:
DySPAN
Enabling flexible spectrum access (FSA) in existing wireless networks is challenging due to the limited spectrum programmability - the ability to change spectrum properties of a signal to match an arbitrary frequency allocation. This paper argues tha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6cc199dc899246184a9198f93181a82b
https://doi.org/10.1109/dyspan.2012.6478115
https://doi.org/10.1109/dyspan.2012.6478115
Publikováno v:
MobiCom
Retransmissions reduce the efficiency of data communication in wireless networks because of: (i) per-retransmission packet headers, (ii) contention overhead on every retransmission, and (iii) redundant bits in every retransmission. In fact, every ret
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a8bc44eb874666e61d5fbe614c78a740
https://doi.org/10.1145/2348543.2348557
https://doi.org/10.1145/2348543.2348557