Die Bluetooth-Portierung
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Advances and Open Problems in Federated Learning
Advances and Open Problems in Federated Learning Peter Kairouz7* H. Brendan McMahan7∗ Brendan Avent21 Aurelien´ Bellet9 Mehdi Bennis19 Arjun Nitin Bhagoji13 Kallista Bonawitz7 Zachary Charles7 Graham Cormode23 Rachel Cummings6 Rafael G.L. D’Oliveira14 Hubert Eichner7 Salim El Rouayheb14 David Evans22 Josh Gardner24 Zachary Garrett7 Adria` Gascon´ 7 Badih Ghazi7 Phillip B. Gibbons2 Marco Gruteser7;14 Zaid Harchaoui24 Chaoyang He21 Lie He 4 Zhouyuan Huo 20 Ben Hutchinson7 Justin Hsu25 Martin Jaggi4 Tara Javidi17 Gauri Joshi2 Mikhail Khodak2 Jakub Konecnˇ y´7 Aleksandra Korolova21 Farinaz Koushanfar17 Sanmi Koyejo7;18 Tancrede` Lepoint7 Yang Liu12 Prateek Mittal13 Mehryar Mohri7 Richard Nock1 Ayfer Ozg¨ ur¨ 15 Rasmus Pagh7;10 Hang Qi7 Daniel Ramage7 Ramesh Raskar11 Mariana Raykova7 Dawn Song16 Weikang Song7 Sebastian U. Stich4 Ziteng Sun3 Ananda Theertha Suresh7 Florian Tramer` 15 Praneeth Vepakomma11 Jianyu Wang2 Li Xiong5 Zheng Xu7 Qiang Yang8 Felix X. Yu7 Han Yu12 Sen Zhao7 1Australian National University, 2Carnegie Mellon University, 3Cornell University, 4Ecole´ Polytechnique Fed´ erale´ de Lausanne, 5Emory University, 6Georgia Institute of Technology, 7Google Research, 8Hong Kong University of Science and Technology, 9INRIA, 10IT University of Copenhagen, 11Massachusetts Institute of Technology, 12Nanyang Technological University, 13Princeton University, 14Rutgers University, 15Stanford University, 16University of California Berkeley, 17 University of California San Diego, 18University of Illinois Urbana-Champaign, 19University of Oulu, 20University of Pittsburgh, 21University of Southern California, 22University of Virginia, 23University of Warwick, 24University of Washington, 25University of Wisconsin–Madison arXiv:1912.04977v3 [cs.LG] 9 Mar 2021 Abstract Federated learning (FL) is a machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a central server (e.g. -
Mobile Device Survery
Mobile Device Surveyrvey DRAFT NIST Interagency Report June 2002 Tom Karygiannis Wayne Jansen Vlad Korolev Serban Gavrila 1 Table of Contents 1. Introduction ........................................................................................................... 1 2. PDA Platform Families ......................................................................................... 1 2.1 Palm PDA........................................................................................................ 2 2.2 Pocket PC........................................................................................................ 3 2.3 Linux PDA ...................................................................................................... 4 3. Development Tools ................................................................................................ 8 3.1 Palm OS Development Tools........................................................................... 8 3.2 Pocket PC Development Tools......................................................................... 8 3.3 Linux PDA Development Tools....................................................................... 9 4. Commercial Security Solutions........................................................................... 11 4.1 Palm OS Security Mechanisms ...................................................................... 11 4.2 Pocket PC Security Mechanisms.................................................................... 15 4.3 Linux PDA Security Mechanisms ................................................................. -
컴퓨터 통신망 Fedora Linux 보충자료
컴퓨터 통신망 Fedora Linux 보충자료 2009. Fall 윤종호 KAU 1 1. USB 메모리 또는 외장형 HDD 에 Fedora 설치하기 USB 메모리에 페도라 11 리눅스의 데스크탑용 라이브 CD 이미지를 다음과 같이 설치하고 이후 이것으로부터의 부팅이 되도록 한다. 이렇게 하는 이유는 USB 드라이브이기 때문에 언제 어디서나 사용 할 수 있고, 라이브 CD 와는 다르게 읽고 쓰기가 가능해서 데이터와 설정이 저장되는 장점이 있다. USB 드라이브의 용량은 2GB 이상을 추천한다. XP 컴퓨터에 라이브 CD 이미지를 Fedora 공식 웹싸이트에서 내려 받는다. (참고: 이것을 CD 에 복사해서 필요시 다른 컴퓨터에서 CD 로부터의 부팅후 HDD 에 Fedora 를 직접 설치할 수도 있으므로 CD 도 하나를 만들어 놓는 것이 좋다.) XP 컴퓨터에 liveusb-creator 를 다운로드하고, 압축을 푼뒤 liveusb-creator.exe 파일을 실행한다. “Use existing Live CD”의 [Browse] 버튼을 눌러 라이브 CD 이미지를 선택한다. Target Device 부분은 USB 드라이브를 지정한다. USB 메모리에 기존 파일이 있어도 설치할 여유 공간만 있으면 문제없다. “Persistent Overlay” 부분은 USB 드라이브 안에서 파일과 세팅을 저장하는데 사용되는 공간인데. USB 드라이브의 크기에 따라 128MB 정도를 설정한다. [Create Live USB] 버튼을 눌러 작업을 진행한다. 컴퓨터의 BIOS 에서 USB 로부터의 부팅이 가능하도록 설정한다. 시스템에 USB 메모리를 설치하고 시스템을 재부팅한다. 만약 USB 로 부팅하는 도중에 "No partition active"라는 에러 메시지가 표시되면, 윈도우의 시작 - 실행에서 diskpart 를 입력하고 엔터를 누른 후 다음 명령어를 실행한다.. list disk --- USB 드라이브의 디스크 번호를 알아낼수 있다. 보통은 1 번 select disk 1 ---디스크 번호가 1 일경우.. 다른 번호면 다르게 넣는다. list partition -- USB 드라이브의 파티션을 여러개로 나누었을 경우 부팅 파티션을 고른다. 보통은 1 번) select partion 1 --- 파티션 번호가 1 일경우.. 마찬가지로 다른 번호면 다르게 입력 active exit 2 참고 : 지금 설치한 Fedora 는 데스크탑 PC 전용이므로 개발자가 필요로하는 컴파일러 및 서버용 패키지가 없으므로 필요한 패키지는 “yum -y install [필요한 패키지 명]”을 사용하여 인터넷으로 설치한다. -
LEAF "Bering" User's Guide LEAF "Bering" User's Guide
LEAF "Bering" user's guide LEAF "Bering" user's guide Prev Next LEAF "Bering" user's guide Bering users Community Edited by J. Nilo & E. Wolzak Revision History Revision 0.1 15 March 2002 First draft for review Revision 0.2 14 April 2002 Second draft for review Revision 0.3 18 May 2002 Third draft for review Revision 0.4 16 June 2002 Fourth draft for review Revision 0.5 20 October 2002 Fith draft for review Table of Contents 1. Structure of the document 1.1. Overview 1.2. Contributions and Feedback 1.3. Changelog 2. Serial Modem configuration 2.1. Objectives 2.2. Step 1: declare the ppp package 2.3. Step 2: declare the ppp modules 2.4. Step 3: configure ppp 2.5. Step 4: configure your interfaces file 2.6. Step 5: configure Shorewall 2.7. Step 6: reboot... 3. PCMCIA configuration 3.1. Objectives 3.2. Step 1: declare the ppp and the pcmcia packages 3.3. Step 2: declare the ppp modules in modules.lrp 3.4. Step 3: configure ppp 3.5. Step 4: configure pcmcia 3.6. Step 5: configure your interfaces file 3.7. Step 6: configure Shorewall 3.8. Step 7: reboot... 4. PPPoE configuration 4.1. Objectives 4.2. Step 1: declare the ppp and pppoe packages 4.3. Step 2: declare the ppp and pppoe modules 4.4. Step 3: configure ppp LEAF "Bering" user's guide 1 LEAF "Bering" user's guide 4.5. Step 4: Configure pppoe 4.6. Step 5: configure your interfaces file 4.7. -
Improving Content Delivery and Service Discovery in Networks
Improving Content Delivery and Service Discovery in Networks Suman Srinivasan Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2016 c 2016 Suman Srinivasan All Rights Reserved ABSTRACT Improving Content Delivery and Service Discovery in Networks Suman Srinivasan Production and consumption of multimedia content on the Internet is rising, fueled by the demand for content from services such as YouTube, Netflix and Facebook video. The Inter- net is shifting from host-based to content-centric networking. At the same time, users are shifting away from a homogenous desktop computing environment to using a heterogeneous mix of devices, such as smartphones, tablets and thin clients, all of which allow users to consume data on the move using wireless and cellular data networks. The popularity of these new class of devices has, in turn, increased demand for mul- timedia content by mobile users. The emergence of rich Internet applications and the widespread adoption and use of High Definition (HD) video has also placed higher pressure on the service providers and the core Internet backbone, forcing service providers to respond to increased bandwidth use in such networks. In my thesis, I aim to provide clarity and insight into the usage of core networking protocols and multimedia consumption on both mobile and wireless networks, as well as the network core. I also present research prototypes for potential solutions to some of the problems caused by the increased multimedia consumption on the Internet. First, this thesis provides details about data usage and working of core protocols (DNS, HTTP, service discovery) and video traffic on networks through measurements and studies that I performed. -
Annual Report Town of Nags Head Fiscal Year 2012-2013 Table of Contents
Annual Report Town of Nags Head Fiscal Year 2012-2013 Table of Contents 1 Administration 1 2 Administrative Services 6 3 Information Technology 9 4 Planning and Development 11 5 Police 15 6 Fire and Rescue 24 7 Public Works 30 Administration 1 1 Administration Th e overall functions of the Administration Department include maintaining and safeguarding offi cial Town records, providing access to those records, and providing public notice of offi cial meetings. In addition, the Administration Department provides administrative support for the Board of Commissioners, town manager, and all Board-appoint- ed committees. Finally, this Department issues broadcasts/media releases, maintains the Town’s social media sites, and provides support to the Town and Dare County during emergency events via participation in the Joint Informa- tion Section. Th e Department strives to provide effi cient records management of the Town’s central resource facility in addition to providing support for the Board of Commissioners, the town manager, Town departments, and Nags Head’s resi- dents and visitors. Automating the indexing in the clerk’s offi ce to facilitate access to permanent Town records by all departments through the shared drive on the Town computer system is a department goal, along with providing access to certain Town records on the Town’s web site to include Board of Commissioners meeting agendas, backup materials, summary actions, public notices, resolutions, ordinances, contracts, and approved minutes. Finally, Admin- istration strives to release items of interest in a timely manner to the media and the general public and perform as the link between the Town and the County via the public information offi cer. -
List of Linux Distributions 1 List of Linux Distributions
List of Linux distributions 1 List of Linux distributions This page provides general information about notable Linux distributions in the form of a categorized list. Distributions are organized into sections by the major distribution they are based on, or the package management system they are based around. Debian-based Debian GNU/Linux is a distribution that emphasizes free software. It is supported on many hardware platforms. Debian and distributions based on it use the .deb package format and the dpkg package manager. [1], timeline representing the development of various Linux distributions. Distribution Description 64 Studio Attempts to specialize in audio and video production on x86-64 workstations. aptosid Multilingual desktop-oriented Live CD based on Debian unstable. Formerly sidux. BeatrIX A compact distribution from the Czech Republic that focuses on providing a user-friendly desktop environment. Bharat Operating This software is also known by the acronym BOSS GNU/Linux or simply BOSS Linux. System Solutions Canaima (operating A Venezuelan distribution. system) Caixa Mágica A Portuguese distribution. Corel Linux Commercial. Short-lived desktop distribution, bought by Xandros Linux. CrunchBang Linux A formerly Ubuntu based distribution, now based on Debian Stable, featuring the Openbox window manager and tint2 panel with GTK+ applications. List of Linux distributions 2 Dreamlinux A Brazilian Linux distribution. Elive A Live CD and Distribution featuring Enlightenment as the only window manager. Aims to be intuitive and easy to use. Finnix A small system administration Live CD that is available for multiple architectures. Freespire A community-driven and -supported project tied to the commercial Linspire distribution. Defunct since 2007. -
Deploying Ipv6 – Internet Protocol Version 6 Practical Guidance
Report number Date PTS-ER-2011:18 31 October 2011 Deploying IPv6 – Internet Protocol version 6 Practical guidance Deploying IPv6 – Internet Protocol version 6 Practical guidance Report number PTS-ER-2011:18 File reference 11-157 ISSN 1650-9862 Authors Erika Hersaeus and Roland Svahn Swedish Post and Telecom Agency Box 5398 SE-102 49 Stockholm, Sweden +46 (0)8 678 55 00 [email protected] www.pts.se Swedish Post and Telecom Agency 2 Foreword Most operations in our society are becoming increasingly dependent on communicating electronically. Equipment connected to the Internet requires a unique address and must use common rules (‘protocols’) to enable it to communicate with other equipment. The addresses used in the dominant standard up until now (IPv4 – Internet Protocol Version 4) are running out. Access to more addresses is required to facilitate the continued growth of the Internet, with more applications and users. This is a need that the new IPv6 standard could satisfy. Deploying IPv6 alongside IPv4 will also enable organisations to retain and improve their capacity to be reached by everyone in the future. It is expected that making services provided by the public sector available via IPv6 will accelerate the deployment of IPv6. A number of reports have already been produced describing why IPv6 is needed. This report is aimed at the next stage and offers a more practical orientation; its purpose is to provide support for IT staff when they are working on installing and commissioning IPv6 within their organisations. Stockholm, 31 October 2011 -
Leaf Project - a Book Streaming Platform
Leaf Project - A book streaming platform Infrastructure SEBASTÍAN GALIANO KTH Information and Communication Technology Degree project in Communication Systems Second level, 30.0 HEC Stockholm, Sweden Leaf Project - A book streaming platform: Infrastructure Sebasti´anGaliano [email protected] August 1, 2011 Abstract During the 21st century, humans have begun to have digital books and use in digital form most of their information, be this: image, sound, or printed materials. Some of these efforts have had great success. For images, the new digital cameras brought lots of new features, such as reduced physical size, higher quality, and error correction. For sound, digital music enables digital distribution, ease of sharing, and large amounts of storage. But, despite the recent efforts by Internet companies and publishers, the book industry has resisted success in the digital era. Today, new technologies enable us to distribute digital books. However, these digitised books are still represented in a traditional: as text and static images. However, our project is based on the believe that ones reading experience can evolve and benefit from current technology. The "Leaf" project's main objective is to create an electronic publication distribution platform that can equally satisfy publishers,writers, and readers. The project will create an environment to distribute digital publications that support more advanced technologies, providing in the future something beyond text and static images to the reader. This document describes the different aspects of design of an information technology infras- tructure designed to stream electronic publications. This part of the "Leaf" projects aims to describe the necessary information technology infrastructure needed as an electronic publication distribution platform. -
Escuela Politécnica Del Ejército Vicerrectorado
ESCUELA POLITÉCNICA DEL EJÉRCITO VICERRECTORADO DE INVESTIGACIÓN Y VINCULACIÓN CON LA COLECTIVIDAD UNIDAD DE GESTIÓN DE POSTGRADOS MAESTRÍA EN REDES DE LA INFORMACIÓN Y CONECTIVIDAD REPOTENCIACIÓN DE UN SISTEMA DE FIREWALL DE CÓDIGO ABIERTO BASADO EN FUNCIONALIDADES DE PLATAFORMA PROPIETARIA Tesis de grado Patricio Xavier Zambrano Rodríguez Marco Polo Sánchez Aguayo Sangolquí, 2013 DECLARACIÓN Nosotros, Marco Polo Sánchez Aguayo y Patricio Xavier Zambrano Rodríguez, declaramos bajo juramento que el trabajo aquí descrito es de nuestra autoría; que no ha sido previamente presentado para ningún grado o calificación profesional; y, que se ha consultado las referencias bibliográficas que se incluyen en este documento. A través de la presente declaración cedemos nuestros derechos de propiedad intelectual correspondientes a este trabajo, a la Escuela Politécnica del Ejército, según lo establecido por la Ley de Propiedad Intelectual, por su reglamento y por la normatividad institucional vigente. i CERTIFICACIÓN Certifico que el presente trabajo fue desarrollado por los Ingenieros Marco Polo Sánchez Aguayo y Patricio Xavier Zambrano Rodríguez bajo mi dirección. ______________________ Dr. Walter Fuertes, PhD. Director de Tesis ii AUTORIZACION Yo, Marco Polo Sánchez Aguayo, autorizo a la Escuela Politécnica del Ejército, publicar la tesis que tiene como título “ REPOTENCIACIÓN DE UN SISTEMA DE FIREWALL DE CÓDIGO ABIERTO BASADO EN FUNCIONALIDADES DE PLATAFORMA PROPIETARIA ”, en el repositorio público de la ESPE. ___________________________ Ing. Marco Polo Sánchez Aguayo iii AUTORIZACION Yo, Patricio Xavier Zambrano Rodríguez, autorizo a la Escuela Politécnica del Ejército, publicar la tesis que tiene como título “ REPOTENCIACIÓN DE UN SISTEMA DE FIREWALL DE CÓDIGO ABIERTO BASADO EN FUNCIONALIDADES DE PLATAFORMA PROPIETARIA ”, en el repositorio público de la ESPE.