The Wonderful Oz Returns to CFCS
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Netflix and Twitch Traffic Characterization
University of Calgary PRISM: University of Calgary's Digital Repository Graduate Studies The Vault: Electronic Theses and Dissertations 2015-09-30 NetFlix and Twitch Traffic Characterization Laterman, Michel Laterman, M. (2015). NetFlix and Twitch Traffic Characterization (Unpublished master's thesis). University of Calgary, Calgary, AB. doi:10.11575/PRISM/27074 http://hdl.handle.net/11023/2562 master thesis University of Calgary graduate students retain copyright ownership and moral rights for their thesis. You may use this material in any way that is permitted by the Copyright Act or through licensing that has been assigned to the document. For uses that are not allowable under copyright legislation or licensing, you are required to seek permission. Downloaded from PRISM: https://prism.ucalgary.ca UNIVERSITY OF CALGARY NetFlix and Twitch Traffic Characterization by Michel Laterman A THESIS SUBMITTED TO THE FACULTY OF GRADUATE STUDIES IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE GRADUATE PROGRAM IN COMPUTER SCIENCE CALGARY, ALBERTA SEPTEMBER, 2015 c Michel Laterman 2015 Abstract Streaming video content is the largest contributor to inbound network traffic at the University of Calgary. Over five months, from December 2014 { April 2015, over 2.7 petabytes of traffic on 49 billion connections was observed. This thesis presents traffic characterizations for two large video streaming services, namely NetFlix and Twitch. These two services contribute a significant portion of inbound bytes. NetFlix provides TV series and movies on demand. Twitch offers live streaming of video game play. These services share many characteristics, including asymmetric connections, content delivery mechanisms, and content popularity patterns. -
Spring 2009, Volume 15, Number 1
Journal of the American Society of Legislative Clerks and Secretaries Volume 15, Number 1 Spring 2009 Information for Authors ……………………………………..…..…… 2 Robert J. Marchant Legislative Rules and Operations: In Support of a Principled Legislative Process……………………..… 3 Paul W. Taylor Real Life. Live. When Government Acts More Like the People it Serves…………… 15 David A. Rosenberg, Esq. Irony, Insanity, and Chaos…………………………………………… 27 Professional Journal Index …………………………………………… 37 Journal of the American Society of Legislative Clerks and Secretaries 2009 Staff Co-Chair: Nathan Hatfield, VA Senate Calendar Clerk Co-Chair: Maryann Horch, VA Senate Systems Analyst Vice Chair: Annette Moore, UT Senate Secretary Recorder: Polly Emerson, TX House Journal Clerk Editorial Board Ginny Edwards (VA) Jeff Finch (VA) Nellie Humphries (AL) Hobie Lehman (VA) Tara Perkinson (VA) Committee Members Laura Clemens (OH) Tom Forster (OR) Gayle Goble (IA) Karen Goldman (CO) Neva Parker (CA) Mary Phillips (NV) Ron Smith (LA) Spring 2009 © JOURNAL OF THE AMERICAN SOCIETY OF LEGISLATIVE CLERKS AND SECRETARIES Page 1 INFORMATION FOR AUTHORS SUBMISSION The editor of the Journal of the American Articles should be submitted electronically to: Society of Legislative Clerks and Secretaries welcomes manuscripts which would be of Nathan Hatfield, Co-Chair interest to our members and legislative staff, [email protected] including topics such as parliamentary or procedures, management, and technology. Maryann Horch, Co-Chair Articles must be of a general interest to the [email protected] overall membership. Photographs should be emailed in .jpeg or .gif Contributions will be accepted for consideration format or mailed flat with appropriate cardboard from members of the American Society of backing to: Legislative Clerks and Secretaries, members of other National Conference of State Legislatures Nathan Hatfield, Co-Chair staff sections, and professionals in related fields. -
01 Worlock Editech 2008
Editech 2008 The European Digital Publishing Marketplace: An Overview David R Worlock Chief Research Fellow Outsell, Inc. [email protected] June 2008 © 2008 Outsell, Inc. All rights reserved. Slower Growth Ahead © 2008 Outsell, Inc. All rights reserved. 2 Search Surges Ahead of Information Industry 26.1% 25.1% 25.2% 24.8% 21.6% 22.5% 18.3% 9.0% 5.0% 4.3% 3.1% 3.1% 3.2% 3.4% 2004 2005 2006 2007 (P) 2008 (P) 2009 (P) 2010 (P) Search, Aggregation & Syndication Info Industry w/o SAS Source: Outsell’s Publishers & Information Providers Database © 2008 Outsell, Inc. All rights reserved. 3 Information Industry $380 Billion in 2007 9% 7% B2B Trade Publishing & Company Information 10% Credit & Financial Information 11% Education & Training HR Information Legal, Tax & Regulatory 5% 10% Market Research, Reports & Services IT & Telecom Research, 1% Reports & Services News Providers & Publishers 4% Scientific, Technical & Medical Information Search, Aggregation & 8% Syndication 1% Yellow Pages & Telephone 34% Directories Source: Outsell’s Publishers & Information Providers Database © 2008 Outsell, Inc. All rights reserved. 4 Search to Soar, While News Nosedives 2007-2010 Est. Industry Growth 5.5% Search, Aggregation & 22.7% Syndication HR Information 15.4% 9.5% IT & Telecom Research, Reports & Services 8.4% Credit & Financial Information 8.1% Market Research, Reports & Services 6.7% Scientific, Technical & Medical 6.7% Information Legal, Tax & Regulatory 5.8% B2B Trade Publishing & 5.7% Company Information Education & Training 5.2% -2.9% Yellow Pages & Directories Source: Outsell's Publishers & Information Providers Database News Providers & Publishers © 2008 Outsell, Inc. All rights reserved. 5 Global Growth in Asia and EMEA © 2008 Outsell, Inc. -
Sonos Connect:Amp
SONOS® CONNECT Product Guide THIS DOCUMENT CONTAINS INFORMATION THAT IS SUBJECT TO CHANGE WITHOUT NOTICE. No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including but not limited to photocopying, recording, information retrieval systems, or computer network without the written permission of Sonos, Inc. SONOS and all other Sonos product names and slogans are trademarks or registered trademarks of Sonos, Inc. SONOS Reg. U.S. Pat. & Tm. Off. Sonos products may be protected by one or more patents. Our patent-to-product information can be found here: sonos.com/legal/patents iPhone®, iPod®, iPad® and iTunes® are trademarks of Apple Inc., registered in the U.S. and other countries. Windows® is a registered trademark of Microsoft Corporation in the United States and other countries. Android™ is a trademark of Google, Inc. MPEG Layer-3 audio decoding technology licensed from Fraunhofer IIS and Thomson. Sonos uses MSNTP software, which was developed by N.M. Maclaren at the University of Cambridge. © Copyright, N.M. Maclaren, 1996, 1997, 2000; © Copyright, University of Cambridge, 1996, 1997, 2000. All other products and services mentioned may be trademarks or service marks of their respective owners. August 2014 ©2004-2014 by Sonos, Inc. All rights reserved. SONOS CONNECT:AMP The SONOS CONNECT:AMP (formerly ZonePlayer 120) includes a built-in state-of-the-art digital amplifier that can power large or small speakers, allowing you to enjoy superior audio quality in every room. • Includes a multi-port Ethernet switch to enable direct connections to routers, computers, or other Sonos products. -
Mobile Apps for English Teachers
MOBILE APPS ENGLISH TEACHERS PROVIDED BY THE TESOL DEPARTMENT AT YWAM MONTANA-LAKESIDE FOR MORE RESOURCES LIKE THIS, EMAIL: [email protected] OR ATTEND ONE OF OUR SEMINARS - YWAMMONTANA.ORG/TESOL 1 T E A C H I N G E N G L I S H T O S P E A K E R S O F O T H E R L A N G U A G E S THIS RESOURCE HAS BEEN COMPILED BY THE TESOL DEPARTMENT AT YWAM MONTANA-LAKESIDE FOR MORE RESOURCES LIKE THIS, EMAIL: [email protected] OR ATTEND ONE OF OUR SEMINARS, VISIT: YWAMMONTANA.ORG/TESOL 2 HERE’S TO THE ENGLISH TEACHER “Here’s to the crazy ones. The misfits. The rebels. The troublemakers. The round pegs in the square holes. The ones who see things differently. They’re not fond of rules. And they have no respect for the status quo. You can quote them, disagree with them, glorify or vilify them. About the only thing you can’t do is ignore them. Because they change things. They push the human race forward. And while some may see them as the crazy ones, we see genius. Because the people who are crazy enough to think they can change the world, are the ones who do.” - APPLE INC, 1997 3 CONTENTS INTRODUCTION - 6 THE ESSENTIALS - 7 Gmail, Google Drive, Dropbox, Skype, Google Translate, Edmodo, Blendspace READING - 8 iBooks, Amazon Kindle, TED Books, Big Collins Cat, Flipboard WRITING - 9 Day One Journal, Super Note, Scribble Press WORD LISTS - 10 Word Dynamo, Knowji Vocab, Tipps TOEFL & SAT Vocabulary Prep, Voice of America’s Mobile Wordbook VOCABULARY PRACTICE - 11 Futaba CG, Flashcards [+], Toddler Flashcards, Word Search Art GRAMMAR PRACTICE - 12 Grammar -
Ipad Educational Apps This List of Apps Was Compiled by the Following Individuals on Behalf of Innovative Educator Consulting: Naomi Harm Jenna Linskens Tim Nielsen
iPad Educational Apps This list of apps was compiled by the following individuals on behalf of Innovative Educator Consulting: Naomi Harm Jenna Linskens Tim Nielsen INNOVATIVE 295 South Marina Drive Brownsville, MN 55919 Home: (507) 750-0506 Cell: (608) 386-2018 EDUCATOR Email: [email protected] Website: http://naomiharm.org CONSULTING Inspired Technology Leadership to Transform Teaching & Learning CONTENTS Art ............................................................................................................... 3 Creativity and Digital Production ................................................................. 5 eBook Applications .................................................................................... 13 Foreign Language ....................................................................................... 22 Music ........................................................................................................ 25 PE / Health ................................................................................................ 27 Special Needs ............................................................................................ 29 STEM - General .......................................................................................... 47 STEM - Science ........................................................................................... 48 STEM - Technology ..................................................................................... 51 STEM - Engineering ................................................................................... -
WIRELESS and MODULAR AUDIO/VIDEO SYSTEM MODULARITY DESIGN a Simple Way to Bring Hifi Music and Film Into the Whole the EC Living Is Pure Scandinavian House
WIRELESS AND MODULAR AUDIO/VIDEO SYSTEM MODULARITY DESIGN A simple way to bring HiFi music and film into the whole The EC Living is pure scandinavian house. By combining different products, you can build design and engineering. everything from a small kitchen radio to a big home cinema. Here’s how it works. Designed and produced in Norway Select a streamer unit, and connect it to your existing network via ethernet cable or The signature combination of cloth, wood and metal gives a timeless finish. wireless lan. There are many types of streamer units, to suit your needs. Some are As you would expect, the design is typically Scandinavian. It is inspired by all-in-one units with loudspeaker, others can connect to your existing equipment, Norway’s beautiful nature, which is is all around us. and there are even units with video streaming and integrated control panels. Every system is produced in our state-of-the-art facilities, on the westcoast of Now, companion speakers can be added to improve the sound quality. These are Norway. Unlike other manufacturers, it is not only the assembly but also the wireless, and will automatically connect to the streamer. With these, one can add production of the parts and components that’s performed here. speakers to create stereo, or even surround up to Producing the entire system right here in Norway allows us to ensure the highest 7.4 channels. possible quality. Streamers can be added to get sound in more Your style rooms. Just like the first streamer, connect Style is personal, and it takes your input to make the best. -
REETZ-DISSERTATION.Pdf
Improving Command Selection In Smart Environments By Exploiting Spatial Constancy A Thesis Submitted to the College of Graduate Studies and Research In Partial Fulfillment of the Requirements For the Degree of Doctor of Philosophy In the Department of Computer Science University of Saskatchewan Saskatoon By Adrian Reetz Copyright Adrian Reetz, November 2015. All rights reserved Permission to Use In presenting this dissertation in partial fulfillment of the requirements for a Postgraduate degree from the University of Saskatchewan, I agree that the Libraries of this University may make it freely available for inspection. I further agree that permission for copying of this dissertation in any manner, in whole or in part, for scholarly purposes may be granted by the professor or professors who supervised my thesis/dissertation work or, in their absence, by the Head of the Department or the Dean of the College in which my thesis work was done. It is understood that any copying or publication or use of this dissertation or parts thereof for financial gain shall not be allowed without my written permission. It is also understood that due recognition shall be given to me and to the University of Saskatchewan in any scholarly use which may be made of any material in my thesis/dissertation. Disclaimer Reference in this thesis/dissertation to any specific commercial products, process, or service by trade name, trademark, manufacturer, or otherwise, does not constitute or imply its endorsement, recommendation, or favoring by the University of Saskatchewan. The views and opinions of the author expressed herein do not state or reflect those of the University of Saskatchewan, and shall not be used for advertising or product endorsement purposes. -
B160s Networked Streaming Stereo Amplifier
B160S NETWORKED STREAMING STEREO AMPLIFIER The Bluesound Professional B160S networked streaming stereo amplifier is a complete solution for a commercial music installation. The B160S combines a high-quality stereo amplifier with a BluOS enabled network music player. The B160S’s HybridDigital™ amplifier section provides 2 x 60W of power into 8Ω – plenty for most small/medium spaces and thermostatic fan cooling provides for reliable operation in commercial environments. The amplifier technology is highly energy efficient and also has a standby mode consuming only 6W of power. The player within the B160S is based on the established BluOS platform and is capable of playing and distributing content from local storage as well as from a large number of streaming services, including some specifically designed for commercial use, such as SoundMachine. As well as stand-alone use, it is possible to use the B160S in a larger BluOS system allowing for grouping into user-definable groups of whatever size is required with other B160S units and/or any other connected Bluesound Professional players on the network. As well as the amplified outputs, a dedicated balanced line level subwoofer output is provided for connection to an active subwoofer. Access to network control is via ethernet for increased reliability. Balanced analog mic/line (with phantom powering) allows for the connection of a local source. A USB input further adds to the capability of the system by provid- ing replay of files stored on connected drives. Built-in DSP allows for equalization as well as other audio processing. Control of the system can be accomplished by any Windows/Mac computer as well as iOS/Android phones or tablets and the Bluesound Professional CP100W wall mount controller. -
A Fugitive Success That Finland Is Quickly Becoming a Victim of Its Own Success
Professor Charles Sabel from Columbia Law School and Professor AnnaLee Saxenian from UC Berkeley argue in their book A Fugitive Success that Finland is quickly becoming a victim of its own success. In recent decades Finnish firms in the forest products and telecommunications industries have become world leaders. But the kind of discipline that made this success possible, and the public policies that furthered it, is unlikely to secure it in the future. Efficiency improvements and incremental A Fugitive Success innovations along the current business trajectory will gradually lead these industries into a dead-end unless they use innovation as a vehicle for transforming themselves into new higher value businesses. Saxenian and Sabel raise some serious concerns about the readiness of these industries, and the Finnish innovation system as a whole, for the needed transformation. A Fugitive Success is required reading for A Fugitive Success those involved in the development of the Finnish innovation environment and Finland’s Economic Future implementing the new national innovation strategy. Charles Sabel and AnnaLee Saxenian Sitra Reports 80 Sitra Reports the Finnish Innovation Fund ISBN 978-951-563-639-3 Itämerentori 2, P.O. Box 160, FI-00181 Helsinki, Finland, www.sitra.fi/en ISSN 1457-5728 80 Telephone +358 9 618 991, fax +358 9 645 072 URL: http://www.sitra.fi A Fugitive Success Finland’s Economic Future Sitra Reports 80 A Fugitive Success Finland’s Economic Future Charles Sabel AnnaLee Saxenian Sitra • HelSinki 3 Sitra Reports 80 Layout: Sisko Honkala Cover picture: Shutterstock © Sabel, Saxenian and Sitra ISBN 978-951-563-638-6 (paperback) ISSN 1457-571X (paperback) ISBN 978-951-563-639-3 (URL:http://www.sitra.fi) ISSN 1457-5728 (URL:http://www.sitra.fi) The publications can be ordered from Sitra, tel. -
A Typology of Music Distribution Models 7
A Typology of Music Distribution Models 7 A Typology of Music Distribution Models Patrik Wikström1 Abstract A typology of music distribution models is proposed consisting of the ownership model, the access model, and the context model. These models are not substitutes for each other and may co‐exist serving different market niches. The paper argues that increasingly the economic value created from recorded music is based on con‐ text rather than on ownership. During this process, access‐based services temporar‐ ily generate economic value, but such services are destined to eventually become commoditised. Keywords: music distribution, value creation, co‐creation, ownership, context 1 Introduction In this conceptual paper I propose a typology of music distribution mod‐ els to give a new perspective on the on‐going transformation of the mu‐ sic industry. Much of the current debate (e.g. eMusic, 2011; Mangalin‐ dan, 2011; Robertson, 2011b) on the transformation is focused on the viability and impact of online subscription music services (such as Spo‐ tify, Rdio, Deezer, etc.) that provide access to music, without providing ownership of that music. At the core of the debate lies the question whether such services will make traditional music distribution models obsolete. In this paper I attempt to look beyond this debate and argue that even though access‐based models to some extent are replacing ownership‐based models, the access‐based models are unable to serve as a long‐term solution for the industry. I suggest that "context‐based" services which allow people to "do things" with music have greater po‐ 1 Patrik Wikström is an associate professor at the department of Journalism, Media and Communi‐ cation at the University of Gothenburg, Sweden. -
6 Moons Sept. 2014
Reviewer: John Darko Financial Interests: click here (http://www.6moons.com/financialinterests.html ) Sources: Macbook Air 2011 w/ Audirvana+ and Resonessence Labs Concero HD, Antipodes DXe music server, VPi Scout 1.1 w/ PS Audio NuWave Phono Converter DACs: Schiit Bifrost Uber, Resonessence Labs Concero HD/HP, AURALiC Vega, Aqua La Scala MKII, PS Audio DirectStream Amps: Redgum RGi60 [on loan], Redgum RGi35 Black Series [on loan] Speakers: Zu Soul MkII, Magnepan MMG Headphones: MrSpeakers Alpha Dog [on loan], Sennheiser HD800 [on loan], Audeze LCD‐X [on loan], KEF M500, MrSpeakers MadDog Headphone DAC/amplifiers: Resonessence Labs Herus and Concero HP, Schiit Vali, AURALiC Taurus MKII Cabling: Light Harmonic LightSpeed USB cable, Blue Jean speaker cable and interconnect, Zu Mission interconnect, Schiit Audio Pyst interconnect, Grave Science balanced interconnect Review component retail: $1'599/€1'499 for standard version(reviewed, $999/€999 for LE version Burst bubble. In considering the Aries digital audio streamer from Beijing’s AURALiC, don’t expect the attractive brushed aluminium finish of their Vega DAC or Taurus MKII headphone amplifier. A metal chassis isn’t conducive to reliable WiFi reception without antenna. Thus, the Aries is an all‐plastic affair. It’s also smaller than AURALiC’s own press shots might suggest. At 25 x 20 x 7cm and 0.8kg, the Aries is about the size/weight of a chunky hardcover book. Adding weight to the scene is AURALiC’s Pure‐ Power™‐based 10uV low‐noise external linear power brick. Stateside retail pricing is set at $1’599. If you find such pricing too robust for your wallet, an SMPS‐powered LE version is available for $999.