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面向实时视频流分析的边缘计算技术

Zheng Yang, Xiaowu He, Jiaxing Wu, Xu Wang, Yi Zhao
2021 Scientia Sinica Informationis  
Deep learning with edge computing: a review. Proc IEEE, 2019, 107: 1655-1674 7 Mach P, Becvar Z. Mobile edge computing: a survey on architecture and computation offloading.  ...  to network dynamics • Lack fault tolerant • Exhaustive profiling [123] N/A Super resolution based streaming analytics • Accuracy-aware SR • Reduce bandwidth • High computation overhead  ... 
doi:10.1360/ssi-2021-0133 fatcat:qs7jnvnknjhdrhfrru6rfbwuge

Accelerating Linux and Android applications on low-power devices through remote GPGPU offloading

Raffaele Montella, Sokol Kosta, David Oro, Javier Vera, Carles Fernández, Carlo Palmieri, Diana Di Luccio, Giulio Giunta, Marco Lapegna, Giuliano Laccetti
2017 Concurrency and Computation  
RAPID supports CPU and GPGPU computation offloading on Linux and Android devices. Moreover, the framework implements lightweight secure data transmission of the offloading operations.  ...  We present the first benchmark results showing that Java/Android GPGPU code offloading is possible.  ...  ACKNOWLEDGEMENTS This research has been funded by the European Commission under the Horizon 2020 program through Grant Agreement No 644312, corresponding to the "Heterogeneous Secure Multi-level Remote Acceleration  ... 
doi:10.1002/cpe.4286 fatcat:tfhftarbprbkxam3deakxjxs5m

Distributed placement and resource orchestration of real-time edge computing applications

Wuyang Zhang
2021
The recent emergence of a broad class of deep learning based augmented and virtual reality applications motivates the need for real-time mobile cloud services.  ...  Limited battery life, computation and storage capacity constraints inherent to mobile devices mean that application execution must be offloaded to cloud servers, which then return processed results to  ...  This work presents the design and implementation of Elf, a framework to accelerate the mobile deep vision applications with any server provisioning through parallel offloading.  ... 
doi:10.7282/t3-ryxr-6g54 fatcat:byb752v6tnavff6vals2mfk2cu

D2.1 Vision, State of the Art and Requirements Analysis

Striccoli Domenico
2019 Zenodo  
The main objectives of this deliverable are (i) to describe the project vision, the applicability scenarios, and demonstration use cases; (ii) to perform an analysis of the State of the Art and current  ...  Active SNABB NVF dataplane Lua/C Kernel bypass; Service graph design; High-speed communication with VMs in user-space; SIMD offloading; Just-in-time compiler.  ...  offload the tasks locally.  ... 
doi:10.5281/zenodo.4268474 fatcat:vtvogbwapzdc7nn6vms2cvdjou

Self-Organized Evolutionary Process in Sets of Interdependent Variables near the Midpoint of Phase Transition in K-Satisfiability [chapter]

Michael Korkin
2001 Lecture Notes in Computer Science  
with conventional TLP methods, whereas regions with limited instruction-level parallelism and high memory access rates are not parallelized.  ...  UAF EPPIM is a computationally robust scaleable high-resolution model, capable of running on a range of platforms from desktop to a parallel supercomputer.  ... 
doi:10.1007/3-540-45443-8_20 fatcat:ght26tu6avh57kkp54kifofaee

Programming Heterogeneous Systems with General and Domain-Specific Frameworks

Lukas Sommer
2021
By combining CPUs with one or multiple accelerators, architects are seeking to provide the necessary performance through specialization and more efficient forms of parallelism.  ...  Domain-specific programming frameworks, on the other hand, are tailored to a single domain and provide mechanisms to capture the high-level semantics and structure of an application, which is then again  ...  The authors would also like to thank Xilinx for supporting this work by donations of hard-and software, as well as Renesas and Codeplay for their help with the acquisition of the V3M and the timely support  ... 
doi:10.26083/tuprints-00019772 fatcat:pr64uhdktbfkhh6tqg65gpvajy

Proceedings of the Seminar Innovative Internet Technologies and Mobile Communications (IITM), Winter Semester 2019/2020

Georg Carle, Stephan Günther, Benedikt Jaeger, Chair Of Network Architectures
2020
Both seminars share the same contents and differ only in their duration.  ...  Preface We are pleased to present you the proceedings of the Seminar Innovative Internet Technologies and Mobile Communications (IITM) during the Winter Semester 2019/2020.  ...  Computer Vision Another problem commonly faced by mobile devices that requires DNNs is object identification on pictures.  ... 
doi:10.2313/net-2020-04-1 fatcat:ac3th77mqvg2hj46hwruu4ay5q

Your ad here: the cool sell of guerrilla marketing

2013 ChoiceReviews  
Their creative license is remarkable not only in terms of content but equally that of context: expansively reconfiguring the space typically partitioned for commercial petition.  ...  Their creative license is remarkable not only in terms of content but equally that of context: expansively reconfiguring the space typically partitioned for commercial petition.  ...  Yourself" micro-site that enabled participants to feed headshots that wound up atop high-pitched, singing-anddancing elf bodies.  ... 
doi:10.5860/choice.51-0376 fatcat:ubulvivuavgbdkbt2qvdusoff4

Secure Communication in Disaster Scenarios

Lars Baumgärtner, Freisleben, Bernd (Prof. Dr.), Mathematik Und Informatik
2019
This thesis proposes novel emergency communication approaches for challenged networks of mobile devices, addressing issues ranging from mobile device communication to cloud services running on servers  ...  Using these approaches, the security of mobile device-to-device communication, the security of emergency apps running on mobile devices, and the security of server systems hosting cloud services are improved  ...  High-Level Task Offloading.  ... 
doi:10.17192/z2019.0044 fatcat:n7vxw37ogbb7pjnvc6sd4q6fqu

NetLuke

Georg Prenner
2013 unpublished
NetLuke was designed to work on mobile devices and desktop systems alike.  ...  Algorithm Visualization (AV) software addresses these shortcomings with explicit visualizations of dynamic algorithm behavior.  ...  NetLuke should work on middle-class mobile platforms 5 (2011) with a minimum resolution of 800x480.  ... 
doi:10.25365/thesis.28484 fatcat:opua3it7obdc5p4yw2pwkjjh64

Secrecy World - Inside Panama Papers : Jake Bernstein [article]

Victor Christianto
2020 Figshare  
The switch from dry goods to luxury items parallels a behavioral shift in art collecting that accelerated with the emergence of an empowered and mobile global elite.  ...  Meanwhile, Jürgen Mossack had found contentment with his third wife, with whom he started a new family.  ...  Tomorrow, Boston Consulting Group, May 31, 2011, https://www.bcgperspectives.com/content/articles/financial_institutions_pricing_global_wealth_2011_shaping_new_tom and "Global Private Wealth to Exceed  ... 
doi:10.6084/m9.figshare.12398585.v1 fatcat:d5wns6e4szbdbf3rtqp5ur437a

Staging the Past: Richard Wagner's Ring Cycle in Divided Germany during the 1970s and 1980s

Alexander Karl Rothe
2017
Chapters Three and Four investigate the Bayreuth centennial Ring (1976), staged by Patrice Chéreau and conducted by Pierre Boulez, each of whom had a different vision of Wagner.  ...  Along with describing my own methodology, I give an overview of the different approaches to opera staging in recent musicological scholarship.  ...  Ring Cycle (1976), Part Two: The Music Transcends the Ideological Content? This chapter begins by looking at Pierre Boulez's vision of Wagner.  ... 
doi:10.7916/d86972pf fatcat:fongrx4mhjez5nm2e7nlikcjhe