A DATA-ORIENTED NETWORK ARCHITECTURE Doctoral Dissertation
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Communications of the Acm
COMMUNICATIONS CACM.ACM.ORG OF THEACM 11/2014 VOL.57 NO.11 Scene Understanding by Labeling Pixels Evolution of the Product Manager The Data on Diversity On Facebook, Most Ties Are Weak Keeping Online Reviews Honest Association for Computing Machinery tvx-full-page.pdf-newest.pdf 1 11/10/2013 12:03 3-5 JUNE, 2015 BRUSSELS, BELGIUM Course and Workshop C proposals by M 15 November 2014 Y CM Paper Submissions by MY 12 January 2015 CY CMY K Work in Progress, Demos, DC, & Industrial Submissions by 2 March 2015 Welcoming Submissions on Content Production Systems & Infrastructures Devices & Interaction Techniques Experience Design & Evaluation Media Studies Data Science & Recommendations Business Models & Marketing Innovative Concepts & Media Art TVX2015.COM [email protected] ACM Books M MORGAN& CLAYPOOL &C PUBLISHERS Publish your next book in the ACM Digital Library ACM Books is a new series of advanced level books for the computer science community, published by ACM in collaboration with Morgan & Claypool Publishers. I’m pleased that ACM Books is directed by a volunteer organization headed by a dynamic, informed, energetic, visionary Editor-in-Chief (Tamer Özsu), working closely with a forward-looking publisher (Morgan and Claypool). —Richard Snodgrass, University of Arizona books.acm.org ACM Books ◆ will include books from across the entire spectrum of computer science subject matter and will appeal to computing practitioners, researchers, educators, and students. ◆ will publish graduate level texts; research monographs/overviews of established and emerging fields; practitioner-level professional books; and books devoted to the history and social impact of computing. ◆ will be quickly and attractively published as ebooks and print volumes at affordable prices, and widely distributed in both print and digital formats through booksellers and to libraries and individual ACM members via the ACM Digital Library platform. -
NORTHWESTERN UNIVERSITY Adopting a Gateway Centric View
NORTHWESTERN UNIVERSITY Adopting a Gateway Centric View for Cellular Network Content Delivery A DISSERTATION SUBMITTED TO THE GRADUATE SCHOOL IN PARTIAL FULFILLMENT OF THE REQUIREMENTS for the degree DOCTOR OF PHILOSOPHY Field of Computer Science By John Paul Rula EVANSTON, ILLINOIS June 2017 2 c Copyright by John Paul Rula 2017 All Rights Reserved 3 Committee Fabi´anBustamante (Chair), Northwestern University Aleksandar Kuzmanovic, Northwestern University Peter Dinda, Northwestern University Jon Crowcroft, University of Cambridge 4 ABSTRACT Adopting a Gateway Centric View for Cellular Network Content Delivery John Paul Rula Mobile traffic is expected to grow tenfold by 2019, topping 24 exabytes of monthly traffic and accounting for nearly half of all Internet traffic. This growth is driven by the increasing number of smart phones and tablets, and the data demands of high bandwidth services enabled by next-generation cellular networks such as LTE/5G. As in the wired Internet, network usage is dominated by content consumption, with the vast majority served through content delivery networks (CDNs). CDNs host and replicate popular content across thousands of servers worldwide, directing users to \nearby" servers. This replica selection is a key determinant of client performance, yet replica selection for cellular clients has previously been overlooked, due to high radio latency, inconsistent throughput, and a limited number of ingress locations which dominated end-to-end latency. NGCNs and their improved performance place a renewed emphasis on replica selection policies for cellular clients. We find that the performance of existing replica selection systems in cellular networks is hindered by their opacity, the dynamic assignment of clients to infrastructure components, the emergence of centralized DNS within cellular networks, and the growth of public DNS in global mobile operators. -
NSDI '11: 8Th USENIX Symposium on Networked Systems Design And
NSDI ’11: 8th USENIX Symposium on Networked Systems Design and Implementation Boston, MA March 30–April 1, 2011 Opening Remarks and Awards Presentation Summarized by Rik Farrow ([email protected]) David Andersen (CMU), co-chair with Sylvia Ratnasamy (Intel Labs, Berkeley), presided over the opening of NSDI. David told us that there were 251 attendees by the time of the opening, three short of a record for NSDI; 157 papers were submitted and 27 accepted. David joked that they used a Bayesian ranking process based on keywords, and that using the word “A” in your title seemed to increase your chances of having your paper accepted. In reality, format checking and Geoff Voelker’s Banal paper checker were used in a first pass, and all surviving papers received three initial reviews. By the time of the day-long program committee meeting, there were 56 papers left. In the end, there were no invited talks at NSDI ’11, just paper presentation sessions. David announced the winners of the Best Paper awards: “ServerSwitch: A Programmable and High Performance Platform for Datacenter Networks,” Guohan Lu et al. (Microsoft Research Asia), and “Design, Implementation and Evaluation of Congestion Control for Multipath TCP,” Damon Wischik et al. (University College London). Patrick Wendell (Princeton University) was awarded a CRA Undergraduate Research Award for outstanding research potential in CS for his work on DONAR, a system for selecting the best online replica, a service he deployed and tested. Patrick also worked at Cloudera in the summer of 2010 and become a committer for the Apache Avro system, the RPC networking layer to be used in Hadoop. -
3 Is Not a Crowd, It's an Anecdote
3 is Not a Crowd, It’s an Anecdote Jon Crowcroft Marconi Professor of Communications Systems, Computer Laboratory University of Cambridge Cambridge, UK [email protected] Abstract has been crowd-sourced from the Internet, we should all be Crowd-sourcing measurements from the Internet, for the extremely aware of this non-trivial risk. In some areas of Internet, and by the Internet, is naturally popular due to the studies (e.g. censorship, hacktivism,cybercrime), the risk cost scaling that this approach offers. It appears to offer a of such re-identification to some members of our crowds low barrier to entry to new researchers, when compared with may be extremely high. We are all social scientists, now. the difficulties in obtaining data about operational networks ACM CCS Concepts: C.2, Networks from their owners. Keywords: Internet Measurement, Crowdsourcing, Privacy In this talk I will outline some precautions that should be taken by researchers, including: Sample Bias – Ground truth must be established about your sample. The very fact that you are using people on the internet prepared (assuming you have informed consent – you do, don’t you?) to be part of an experiment, means you have selection bias. Establish what it is by old fashioned means. Subject Privacy – You may get more buy-in from more users, and in more ways, if you can offer assurances about maintaining their privacy: o “No, this app won’t (unlike 70% of smart phone apps) leak lots of your Personal Data”, o How you achieve this, best practice with sandboxes and cryptography and security processes, o AAA applied to your logging databases, BIO o Long term fate, care and curation. -
Network‐Based Approaches for Pathway Level Analysis
Network-Based Approaches for Pathway UNIT 8.25 Level Analysis Tin Nguyen,1 Cristina Mitrea,2 and Sorin Draghici2,3 1Department of Computer Science and Engineering, University of Nevada, Reno, Nevada 2Department of Computer Science, Wayne State University, Detroit, Michigan 3Department of Obstetrics and Gynecology, Wayne State University, Detroit, Michigan Identification of impacted pathways is an important problem because it allows us to gain insights into the underlying biology beyond the detection of differ- entially expressed genes. In the past decade, a plethora of methods have been developed for this purpose. The last generation of pathway analysis methods are designed to take into account various aspects of pathway topology in order to increase the accuracy of the findings. Here, we cover 34 such topology-based pathway analysis methods published in the past 13 years. We compare these methods on categories related to implementation, availability, input format, graph models, and statistical approaches used to compute pathway level statis- tics and statistical significance. We also discuss a number of critical challenges that need to be addressed, arising both in methodology and pathway repre- sentation, including inconsistent terminology, data format, lack of meaningful benchmarks, and, more importantly, a systematic bias that is present in most existing methods. C 2018 by John Wiley & Sons, Inc. Keywords: systems biology r pathway r topology r gene network r survey r pathway analysis How to cite this article: Nguyen, T., Mitrea, C., & Draghici, S. (2018). Network-based approaches for pathway level analysis. Current Protocols in Bioinformatics, 61, 8.25.1–8.25.24. doi: 10.1002/cpbi.42 INTRODUCTION this gap is the fact that living organisms are With rapid advances in high-throughput complex systems whose emerging phenotypes technologies, various kinds of genomic are the results of multiple complex interactions data have become prevalent in most of taking place on various metabolic and signal- biomedical research. -
Architecture of Low Duty-Cycle Mechanisms Nadjib Aitsaadi, Paul Muhlethaler, Mohamed-Haykel Zayani
Architecture of low duty-cycle mechanisms Nadjib Aitsaadi, Paul Muhlethaler, Mohamed-Haykel Zayani To cite this version: Nadjib Aitsaadi, Paul Muhlethaler, Mohamed-Haykel Zayani. Architecture of low duty-cycle mecha- nisms. 2014. hal-01068788 HAL Id: hal-01068788 https://hal.archives-ouvertes.fr/hal-01068788 Submitted on 26 Sep 2014 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. GETRF delivrable 4: Architecture of low duty-cycle mechanisms Nadjib Aitsaadi, Paul M¨uhlethaler, Mohamed-Haykel Zayani Hipercom Project-Team Inria Paris-Rocquencourt February 2014 1 Contents 1 Introduction 4 2 Principlesofthearchitecture 5 2.1 Routingprotocols......................... 5 2.2 MACrendezvousprotocols. 6 2.2.1 Sender-oriented rendezvous algorithm . 6 2.2.2 Receiver-oriented rendezvous algorithms . 9 2.3 Building a low duty-cycle protocol in multihop wireless networks 9 3 Descriptionofourcontributions 10 3.1 Receiver-orientedproposal . 10 3.1.1 Description ........................ 10 3.1.2 Analyticalmodel . 12 3.1.3 Simulationresults. 15 3.2 Sender-orientedproposal . 24 3.2.1 Description ........................ 24 3.2.2 Analyticalmodel . 27 3.2.3 Simulationresults. 28 3.3 Comparisonanddiscussion . 32 4 Conclusion 34 2 3 1 Introduction A Wireless Sensor Network (WSN) is composed of sensor nodes deployed within an area to monitor predefined phenomena (e.g. -
Privacy Engineering for Social Networks
UCAM-CL-TR-825 Technical Report ISSN 1476-2986 Number 825 Computer Laboratory Privacy engineering for social networks Jonathan Anderson December 2012 15 JJ Thomson Avenue Cambridge CB3 0FD United Kingdom phone +44 1223 763500 http://www.cl.cam.ac.uk/ c 2012 Jonathan Anderson This technical report is based on a dissertation submitted July 2012 by the author for the degree of Doctor of Philosophy to the University of Cambridge, Trinity College. Technical reports published by the University of Cambridge Computer Laboratory are freely available via the Internet: http://www.cl.cam.ac.uk/techreports/ ISSN 1476-2986 Privacy engineering for social networks Jonathan Anderson In this dissertation, I enumerate several privacy problems in online social net- works (OSNs) and describe a system called Footlights that addresses them. Foot- lights is a platform for distributed social applications that allows users to control the sharing of private information. It is designed to compete with the performance of today’s centralised OSNs, but it does not trust centralised infrastructure to en- force security properties. Based on several socio-technical scenarios, I extract concrete technical problems to be solved and show how the existing research literature does not solve them. Addressing these problems fully would fundamentally change users’ interactions with OSNs, providing real control over online sharing. I also demonstrate that today’s OSNs do not provide this control: both user data and the social graph are vulnerable to practical privacy attacks. Footlights’ storage substrate provides private, scalable, sharable storage using untrusted servers. Under realistic assumptions, the direct cost of operating this storage system is less than one US dollar per user-year. -
Lesson 5: Web Based E Commerce Architecture
E-COMMERCE LESSON 5: WEB BASED E COMMERCE ARCHITECTURE Topic: other over the internet. This protocol is called the Hypertext Transfer · Introduction Protocol (HTTP). · Web System Architecture Uniform Resource Locator · Generation Of Dynamic Web Pages To identify web pages, an addressing scheme is needed. Basically, a Web page is given an address called a Uniform Resource Locator · Cookies (URL). At the application level, this URL · Summary provides the unique address for a web page, which can be treated · Exercise as an internet resource. The general format for a URL is as follows: Objectives protocol://domain_name:port/directory/resource After this lecture the students will be able to: The protocol defines the protocol being used. Here are some · Understand web based E Commerce architecture examples: All of you might have understood that web system together with · http: hypertext transfer protocol the internet forms the basic infrastructure for supporting E · https: secure hypertext transfer protocol Commerce. In this lecture we will discuss in detail what are the · ftp: file transfer protocol components a web bases system is consist of assuming that you have a knowledge of basic network architecture of the internet · telnet: telnet protocol for accessing a remote host (i.e. Layered model of the Internet) The domain_name, port, directory and resource specify the domain Web System Architecture name of the destined computer, the port number of the connection, the corresponding directory of the resource and the Figure 5.1 gives the general architecture of a web-based ecommerce requested resource, respectively. system. For example, the URL of the welcome page (main.html) of our Basically, it consists of the following components: VBS may be writ-ten as http://www.vbs.com/welcome/ · Web browser: It is the client interface. -
Research on Network Architecture of the E-Commerce Platform and Optimization of the System Performance
Send Orders for Reprints to [email protected] 2266 The Open Cybernetics & Systemics Journal, 2015, 9, 2266-2271 Open Access Research on Network Architecture of the E-commerce Platform and Optimization of the System Performance Zhanwei Chen* College of Computer Science and Technology, Zhoukou Normal University, Zhoukou 466001, Henan, China Abstract: With the rapid development of computer technology, especially the rapid development of network technology and the acceleration of global economic integration, electronic commerce has been used more and more widely. This also puts forward a new standard for the enterprise application computer to business activities. On one hand, we should take into account the advanced nature of the electronic commerce platform, on the other hand, we should make the existing business system of the enterprise more smoothly into the new business platform. Aiming at the problem of resource bot- tleneck in current e-commerce system, the application model of grid based electronic commerce system is put forward to be based on the application background of grid technology. How to make full use of the existing software and hardware resources, to obtain the largest data processing capacity has become an important part of the electronic commerce plat- form application system. Keywords: Electronic commerce, framework, grid, system optimization. 1. INTRODUCTION network transactions and online electronic payment and a variety of business activities, trading activities, financial With the rapid development of economic globalization activities and comprehensive service activities without the and the rapid development of Internet technology, e- meeting between the buyers and sellers, in a wide range of commerce which is a new business model has been the commercial and trading activities around the world, in the world's attention and recognition. -
NARSEO VALLINA-RODRIGUEZ Curriculum Vitae
NARSEO VALLINA-RODRIGUEZ Curriculum Vitae IMDEA Networks Institute Avenida del Mar Mediterraneo, 22. 28918 Leganes,´ Madrid B [email protected] mhttp://people.networks.imdea.org/˜narseo_vallina/ Google Scholar: https://scholar.google.es/citations?user=yOlNzfcAAAAJ ORCID: https://orcid.org/0000-0002-5420-6835 Research interests Internet measurements, network protocols, privacy and security, transparency, adTech, consumer protection, and privacy regulation. Education 2009-2013 Ph.D in Computer Science, University of Cambridge (U.K.) Thesis: Cross-layer analysis of energy and spectrum waste of mobile applications Advisor: Prof. Jon Crowcroft 2001-2007 Telecommunications Engineering, University of Oviedo (Spain) MsC dissertation completed at the University of Cambridge Advisors: Prof. Jon Crowcroft (University of Cambridge) and Prof. Roberto Garcia (University of Oviedo) Experience 2019-Present AppCensus Inc. San Francisco (USA) Co-Founder 2016-Present IMDEA Networks Institute Madrid (Spain) Research Assistant Professor 2014-Present International Computer Science Institute Berkeley (USA) Research Scientist 2013-2014 International Computer Science Institute Berkeley (USA) Postdoctoral Researcher 2009-2013 University of Cambridge Cambridge (U.K.) Undergraduate Student Supervisor 2011, 2012 Telefonica Research Barcelona (Spain) Research Intern 2009 T-Labs (Telekom Innovation Labs) Berlin (Germany) Research Intern 2008-2009 Vodafone R&D Newbury (U.K.) Research Engineer 2007 Telefonica Research Barcelona (Spain) Research Intern 2006-2007 University of Cambridge Cambridge (U.K.) Visitor Student Curriculum Vitae - Narseo Vallina-Rodriguez Page 2 Awards and recognition 2020 Caspar Bowden Award for Outstanding Research in Privacy Enhancing Technologies “Won’t somebody think of the Children?” Examining COPPA Compliance at Scale, with Irwin Reyes, Primal Wijesekera, Joel Reardon, Amit Elazari Bar On, Abbas Razaghpanah, and Serge Egelman. -
Arxiv:2103.15954V1 [Cs.CV] 29 Mar 2021 Better Performing Architectures
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He1 Dong Yang2 Holger Roth2 Can Zhao2 Daguang Xu2 1Johns Hopkins University 2NVIDIA Abstract 0.1 0.9 휷 0.9 0.1 ퟏ Search Discretization 0.8 0.8 휷ퟐ Recently, neural architecture search (NAS) has been ap- 0.1 0.1 plied to automatically search high-performance networks 0.1 0.1 Gap 휷ퟑ 0.9 0.9 for medical image segmentation. The NAS search space 0.1 0.1 usually contains a network topology level (controlling con- 휷ퟏ+휷ퟐ+휷ퟑ=1 Continuous Model Discrete Model nections among cells with different spatial scales) and a cell level (operations within each cell). Existing meth- Figure 1. Limitations of existing differentiable topology search ods either require long searching time for large-scale 3D formulation. E.g. in Auto-DeepLab [21], each edge in the topol- image datasets, or are limited to pre-defined topologies ogy search space is given a probability β. The probabilities of in- (such as U-shaped or single-path) . In this work, we fo- put edges to a node sum to one, which means only one input edge cus on three important aspects of NAS in 3D medical image for each node would be selected. A single-path discrete model (red segmentation: flexible multi-path network topology, high path) is extracted from the continuous searched model. This can result in a large “discretization gap” between the feature flow of search efficiency, and budgeted GPU memory usage. A the searched continuous model and the final discrete model. -
UNE Postgraduate Conference 2017
UNE Postgraduate Conference 2017 ‘Intersections of Knowledge’ 17-18 January 2017 Conference Proceedings Postgraduate Conference Conference Proceedings “Intersections of Knowledge” UNE Postgraduate Conference 2017 17th and 18th January 2017 Resource Management Building University of New England Acknowledgement Phillip Thomas – UNE Research Services Co-chair and convenor Postgraduate Conference Organising Committee: – Stuart Fisher (Co-Chair) Eliza Kent, Grace Jeffery, Emma Lockyer, Bezaye Tessema, Kristal Spreadborough, Kerry Gleeson, Marguerite Jones, Anne O’Donnell-Ostini, Rubeca Fancy, Maximillian Obiakor, Jane Michie, John Cook, Sanaz Alian, Julie Orr, Vivek Nemane, Nadiezhda Ramirez Cabral. Back row left to right: Stuart Fisher, Julie Orr, Vivek Nemane, Philip Thomas, Maximillian Obiakor Front row left to right: Emma Lockyer, Bezaye Tessema, Nadiezhda Ramirez Cabral, Kerry Gleeson, Kristal Spreadborough, Rubeca Fancy, Anne O’Donnell-Ostini, Grace Jeffery. Absent: Eliza Kent, Marguerite Jones, John Cook, Jane Michie, UNE Areas: IT Training, Research Services, Audio-Visual Support, Marketing and Public Relations, Corporate Communications, Strategic Projects Group, School of Science and Technology, VC’s Unit, Workforce Strategy, Information Technology Directorate and Development Unit. Sponsor: UNE Life, University of New England Student Association (UNESA) Research creates knowledge and when we share what we have discovered we create rich intersections that self-generate new thinking, ideas and actions within and across networks. With