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Online Visualization of Geospatial Stream Data Using the Worldwide Telescope
Online Visualization of Geospatial Stream Data using the WorldWide Telescope Mohamed Ali#, Badrish Chandramouli*, Jonathan Fay*, Curtis Wong*, Steven Drucker*, Balan Sethu Raman# #Microsoft SQL Server, One Microsoft Way, Redmond WA 98052 {mali, sethur}@microsoft.com *Microsoft Research, One Microsoft Way, Redmond WA 98052 {badrishc, jfay, curtis.wong, sdrucker}@microsoft.com ABSTRACT execution query pipeline. StreamInsight has been used in the past This demo presents the ongoing effort to meld the stream query to process geospatial data, e.g., in traffic monitoring [4, 5]. processing capabilities of Microsoft StreamInsight with the On the other hand, the WorldWide Telescope (WWT) [9] enables visualization capabilities of the WorldWide Telescope. This effort a computer to function as a virtual telescope, bringing together provides visualization opportunities to manage, analyze, and imagery from the various ground and space-based telescopes in process real-time information that is of spatio-temporal nature. the world. WWT enables a wide range of user experiences, from The demo scenario is based on detecting, tracking and predicting narrated guided tours from astronomers and educators featuring interesting patterns over historical logs and real-time feeds of interesting places in the sky, to the ability to explore the features earthquake data. of planets. One interesting feature of WWT is its use as a 3-D model of earth, enabling its use as an earth viewer. 1. INTRODUCTION Real-time stream data acquisition has been widely used in This demo presents the ongoing work at Microsoft Research and numerous applications such as network monitoring, Microsoft SQL Server groups to meld the value of stream query telecommunications data management, security, manufacturing, processing of StreamInsight with the unique visualization and sensor networks. -
Taeho Jung 1/5
Taeho Jung 1/5 Contact Department of Computer Science and Engineering Phone: (773) 431-3225 Information University of Notre Dame Email: [email protected] Notre Dame, IN 46556 USA Website: sites.nd.edu/taeho-jung Research Cybersecurity, big data security, user privacy, privacy-preserving computation, accountability Interests Working University of Notre Dame, Department of Computer Science and Engineering, Notre Dame, IN Experience Assistant Professor Aug. 2017 - Present Illinois Institute of Technology, Department of Computer Science, Chicago, IL Teaching Assistant Aug. 2011 - May. 2017 • CS330 | Discrete Structures: Spring'15, Spring'14, Fall'13, Spring'13, Fall'12 • CS430 | Introduction to Algorithms: Spring'17, Fall'16, Spring'16, Fall'15, Fall'14 • CS331, CS485, CS561, CS595: Spring'12, Fall'11 Research Assistant Aug. 2011 - May. 2017 • Studied information security and user privacy implications in big data life cycle. Adjunct Instructor May. 2016 - July 2016 • CS330 | Discrete Structures Instructor Evaluation 5.0/5.0, Course Evaluation 4.75/5.0 Education Illinois Institute of Technology, Chicago, IL USA Ph.D. Candidate, Computer Science. 2017 • Dissertation: \Ensuring Security and Privacy in Big Data Sharing, Trading, and Computing" • Adviser: Dr. Xiang-Yang Li and Dr. Peng-Jun Wan Tsinghua University, Beijing, China B.E., Computer Software, 2011 • Thesis: \Design and Implementation of Anonymous Access Control Protocol for Cloud Envi- ronment | AnonyABE" • Thesis score tied at 2nd place out of 26 students. • Adviser: Dr. Zhiguo Wan Honors and Runner up for Best Paper Award, BigCom 2015 Awards Teaching Assistant of the Year, Department of C.S., Illinois Tech. 2015 • Nominated by Prof. Edward M. Reingold and Prof. -
Seeing the Sky Visualization & Astronomers
Seeing the Sky Visualization & Astronomers Alyssa A. Goodman Harvard Smithsonian Center for Astrophysics & Radcliffe Institute for Advanced Study @aagie WorldWide Telescope Gm1m2 F= gluemultidimensional data exploration R2 Cognition “Paper of the Future” Language* Data Pictures Communication *“Language” includes words & math Why Galileo is my Hero Explore-Explain-Explore Notes for & re-productions of Siderius Nuncius 1610 WorldWide Telescope Galileo’s New Order, A WorldWide Telescope Tour by Goodman, Wong & Udomprasert 2010 WWT Software Wong (inventor, MS Research), Fay (architect, MS Reseearch), et al., now open source, hosted by AAS, Phil Rosenfield, Director see wwtambassadors.org for more on WWT Outreach WorldWide Telescope Galileo’s New Order, A WorldWide Telescope Tour by Goodman, Wong & Udomprasert 2010 WWT Software Wong (inventor, MS Research), Fay (architect, MS Reseearch), et al., now open source, hosted by AAS, Phil Rosenfield, Director see wwtambassadors.org for more on WWT Outreach Cognition “Paper of the Future” Language* Data Pictures Communication *“Language” includes words & math enabled by d3.js (javascript) outputs d3po Cognition Communication [demo] [video] Many thanks to Alberto Pepe, Josh Peek, Chris Beaumont, Tom Robitaille, Adrian Price-Whelan, Elizabeth Newton, Michelle Borkin & Matteo Cantiello for making this posible. 1610 4 Centuries from Galileo to Galileo 1665 1895 2009 2015 WorldWide Telescope Gm1m2 F= gluemultidimensional data exploration R2 WorldWide Telescope gluemultidimensional data exploration WorldWide Telescope gluemultidimensional data exploration Data, Dimensions, Display 1D: Columns = “Spectra”, “SEDs” or “Time Series” 2D: Faces or Slices = “Images” 3D: Volumes = “3D Renderings”, “2D Movies” 4D:4D Time Series of Volumes = “3D Movies” Data, Dimensions, Display Spectral Line Observations Loss of 1 dimension Mountain Range No loss of information Data, Dimensions, Display mm peak (Enoch et al. -
The Fourth Paradigm
ABOUT THE FOURTH PARADIGM This book presents the first broad look at the rapidly emerging field of data- THE FOUR intensive science, with the goal of influencing the worldwide scientific and com- puting research communities and inspiring the next generation of scientists. Increasingly, scientific breakthroughs will be powered by advanced computing capabilities that help researchers manipulate and explore massive datasets. The speed at which any given scientific discipline advances will depend on how well its researchers collaborate with one another, and with technologists, in areas of eScience such as databases, workflow management, visualization, and cloud- computing technologies. This collection of essays expands on the vision of pio- T neering computer scientist Jim Gray for a new, fourth paradigm of discovery based H PARADIGM on data-intensive science and offers insights into how it can be fully realized. “The impact of Jim Gray’s thinking is continuing to get people to think in a new way about how data and software are redefining what it means to do science.” —Bill GaTES “I often tell people working in eScience that they aren’t in this field because they are visionaries or super-intelligent—it’s because they care about science The and they are alive now. It is about technology changing the world, and science taking advantage of it, to do more and do better.” —RhyS FRANCIS, AUSTRALIAN eRESEARCH INFRASTRUCTURE COUNCIL F OURTH “One of the greatest challenges for 21st-century science is how we respond to this new era of data-intensive -
WWW 2013 22Nd International World Wide Web Conference
WWW 2013 22nd International World Wide Web Conference General Chairs: Daniel Schwabe (PUC-Rio – Brazil) Virgílio Almeida (UFMG – Brazil) Hartmut Glaser (CGI.br – Brazil) Research Track: Ricardo Baeza-Yates (Yahoo! Labs – Spain & Chile) Sue Moon (KAIST – South Korea) Practice and Experience Track: Alejandro Jaimes (Yahoo! Labs – Spain) Haixun Wang (MSR – China) Developers Track: Denny Vrandečić (Wikimedia – Germany) Marcus Fontoura (Google – USA) Demos Track: Bernadette F. Lóscio (UFPE – Brazil) Irwin King (CUHK – Hong Kong) W3C Track: Marie-Claire Forgue (W3C Training, USA) Workshops Track: Alberto Laender (UFMG – Brazil) Les Carr (U. of Southampton – UK) Posters Track: Erik Wilde (EMC – USA) Fernanda Lima (UNB – Brazil) Tutorials Track: Bebo White (SLAC – USA) Maria Luiza M. Campos (UFRJ – Brazil) Industry Track: Marden S. Neubert (UOL – Brazil) Proceedings and Metadata Chair: Altigran Soares da Silva (UFAM - Brazil) Local Arrangements Committee: Chair – Hartmut Glaser Executive Secretary – Vagner Diniz PCO Liaison – Adriana Góes, Caroline D’Avo, and Renato Costa Conference Organization Assistant – Selma Morais International Relations – Caroline Burle Technology Liaison – Reinaldo Ferraz UX Designer / Web Developer – Yasodara Córdova, Ariadne Mello Internet infrastructure - Marcelo Gardini, Felipe Agnelli Barbosa Administration– Ana Paula Conte, Maria de Lourdes Carvalho, Beatriz Iossi, Carla Christiny de Mello Legal Issues – Kelli Angelini Press Relations and Social Network – Everton T. Rodrigues, S2Publicom and EntreNós PCO – SKL Eventos -
Denying Extremists a Powerful Tool Hany Farid ’88 Has Developed a Means to Root out Terrorist Propaganda Online
ALUMNI GAZETTE Denying Extremists a Powerful Tool Hany Farid ’88 has developed a means to root out terrorist propaganda online. But will companies like Google and Facebook use it? By David Silverberg be a “no-brainer” for social media outlets. Farid is not alone in his criticism of so- But so far, the project has faced resistance cial media companies. Last August, a pan- Hany Farid ’88 wants to clean up the In- from the leaders of Facebook, Twitter, and el in the British Parliament issued a report ternet. The chair of Dartmouth’s comput- other outlets who argue that identifying ex- charging that Facebook, Twitter, and er science department, he’s a leader in the tremist content is more difficult, presenting Google are not doing enough to prevent field of digital forensics. In the past several more gray areas, than child pornography. their networks from becoming recruitment years, he has played a lead role in creating In a February 2016 blog post, Twitter laid tools for extremist groups. programs to identify and root out two of out its official position: “As many experts Steve Burgess, president of the digital fo- the worst online scourges: child pornogra- and other companies have noted, there is rensics firm Burgess Consulting and Foren- phy and extremist political content. no ‘magic algorithm’ for identifying terror- sics, admires Farid’s dedication to projects “Digital forensics is an exciting field, es- ist content on the Internet, so global online that, according to Burgess, aren’t common pecially since you can have an impact on platforms are forced to make challenging in the field. -
Microsoft .NET Gadgeteer a New Way to Create Electronic Devices
Microsoft .NET Gadgeteer A new way to create electronic devices Nicolas Villar Microsoft Research Cambridge, UK What is .NET Gadgeteer? • .NET Gadgeteer is a new toolkit for quickly constructing, programming and shaping new small computing devices (gadgets) • Takes you from concept to working device quickly and easily Driving principle behind .NET Gadgeteer • Low threshold • Simple gadgets should be very simple to build • High ceiling • It should also be possible to build sophisticated and complex devices The three key components of .NET Gadgeteer The three key components of .NET Gadgeteer The three key components of .NET Gadgeteer Some background • We originally built Gadgeteer as a tool for ourselves (in Microsoft Research) to make it easier to prototype new kinds of devices • We believe the ability to prototype effectively is key to successful innovation Some background • Gadgeteer has proven to be of interest to other researchers – but also hobbyists and educators • With the help of colleagues from all across Microsoft, we are working on getting Gadgeteer out of the lab and into the hands of others Some background • Nicolas Villar, James Scott, Steve Hodges Microsoft Research Cambridge • Kerry Hammil Microsoft Research Redmond • Colin Miller Developer Division, Microsoft Corporation • Scarlet Schwiderski-Grosche, Stewart Tansley Microsoft Research Connections • The Garage @ Microsoft First key component of .NET Gadgeteer Quick example: Building a digital camera Some existing hardware modules Mainboard: Core processing unit Mainboard -
Build Reliable Cloud Networks with Sonic and ONE
Build Reliable Cloud Networks with SONiC and ONE Wei Bai 白巍 Microsoft Research Asia OCP China Technology Day, Shenzhen, China 1 54 100K+ 130+ $15B+ REGIONS WORLDWIDE MILES OF FIBER AND SUBSEA CABLE EDGE SITES Investments Two Open Source Cornerstones for High Reliability Networking OS: SONiC Network Verification: ONE 3 Networking OS: SONiC 4 A Solution to Unblock Hardware Innovation Monitoring, Management, Deployment Tools, Cutting Edge SDN SONiC SONiC SONiC SONiC Switch Abstraction Interface (SAI) Merchant Silicon Switch Abstraction Interface (SAI) NetworkNetwork ApplicationsApplicationsNetwork Applications Simple, consistent, and stable Hello network application stack Switch Abstraction Interface Help consume the underlying complex, heterogeneous частный 你好 नमते Bonjour hardware easily and faster https://github.com/opencomputeproject/SAI 6 SONiC High-Level Architecture Switch State Service (SWSS) • APP DB: persist App objects • SAI DB: persist SAI objects • Orchestration Agent: translation between apps and SAI objects, resolution of dependency and conflict • SyncD: sync SAI objects between software and hardware Key Goal: Evolve components independently 8 SONiC Containerization 9 SONiC Containerization • Components developed in different environments • Source code may not be available • Enables choices on a per- component basis 10 SONiC – Powering Microsoft At Cloud Scale Tier 3 - Regional Spine T3-1 T3-2 T3-3 T3-4 … … … Tier 2 - Spine T2-1-1 T2-1-2 T2-1-8 T2-4-1 T2-4-2 T2-4-4 Features and Roadmap Current: BGP, ECMP, ECN, WRED, LAG, SNMP, -
How Do Astronomers Share Data? Reliability and Persistence of Datasets Linked in AAS Publications and a Qualitative Study of Data Practices Among US Astronomers
How Do Astronomers Share Data? Reliability and Persistence of Datasets Linked in AAS Publications and a Qualitative Study of Data Practices among US Astronomers The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Pepe, Alberto, Alyssa Goodman, August Muench, Merce Crosas, and Christopher Erdmann. 2014. “How Do Astronomers Share Data? Reliability and Persistence of Datasets Linked in AAS Publications and a Qualitative Study of Data Practices among US Astronomers.” PLoS ONE 9 (8): e104798. doi:10.1371/journal.pone.0104798. http:// dx.doi.org/10.1371/journal.pone.0104798. Published Version doi:10.1371/journal.pone.0104798 Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:12785853 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA How Do Astronomers Share Data? Reliability and Persistence of Datasets Linked in AAS Publications and a Qualitative Study of Data Practices among US Astronomers Alberto Pepe1,2*, Alyssa Goodman1,2, August Muench1, Merce Crosas2, Christopher Erdmann1 1 Harvard-Smithsonian Center for Astrophysics, Cambridge, Massachusetts, United States of America, 2 Institute for Quantitative Social Science, Harvard University, Cambridge, Massachusetts, United States of America Abstract We analyze data sharing practices of astronomers over the past fifteen years. An analysis of URL links embedded in papers published by the American Astronomical Society reveals that the total number of links included in the literature rose dramatically from 1997 until 2005, when it leveled off at around 1500 per year. -
Microsoft Protégé 2012 Case Study Brief OVERVIEW
Microsoft Protégé 2012 Case Study Brief OVERVIEW If you’re an Australian undergraduate Uni student, you’re eligible to enter the Microsoft Protégé Challenge. Your task is to show us how you would market Microsoft Kinect for Windows for use outside the gaming industry. This Case Study Brief gives you some background info, outlines the challenge and details the rules for entry. This is your chance to get your teeth into a real-life marketing challenge and gain experience that will make your CV stand out. And if you’re the Protégé 2012 Grand Prize winner, you’ll also score an amazing prize pack. BACKGROUND: THE KINECT EFFECT Headquartered in Redmond, USA, Microsoft Corporation gestures captured by the 3D sensor as well as the voice is one of the world’s largest technology companies and a commands captured by the microphone array from pioneer in software products for computing devices. someone much further away than someone using a headset or a phone. More importantly, Kinect software can In May 2005, Microsoft released the second iteration of its understand what each user means by a particular gesture hugely popular Xbox video game console, the Xbox 360. or command across a wide range of possible shapes, sizes, Helping the Xbox 360 in its success was the introduction of and actions of real people. Kinect, which became a gaming phenomenon overnight. People were inspired. Six months down the track, a diverse Through the magic of Kinect, controller-free games and group of hobbyists and academics from around the world entertainment – once the stuff of science fiction – had embraced the possibilities of using Kinect with their become a reality. -
Evaluation of Edge Caching/Offloading for Dynamic
Evaluation of Edge Caching/Offloading for Dynamic Content Delivery Chun Yuan Yu Chen Zheng Zhang Microsoft Research Asia Microsoft Research Asia Microsoft Research Asia 3F Sigma Center, #49 Zhichun Road 3F Sigma Center, #49 Zhichun Road 3F Sigma Center, #49 Zhichun Road Beijing 100080, China Beijing 100080, China Beijing 100080, China 86-10-62617711 86-10-62617711 86-10-62617711 [email protected] [email protected] [email protected] ABSTRACT caching, we still lack the insight on what will be the best As dynamic content becomes increasingly dominant, it becomes offloading and caching strategies and their design/deployment an important research topic as how the edge resources such as tradeoffs. client-side proxies, which are otherwise underutilized for such In this paper, using a representative e-commerce benchmark, we content, can be put into use. However, it is unclear what will be have extensively studied many partitioning strategies. We found the best strategy and the design/deployment tradeoffs lie therein. that offloading and caching at edge proxy servers achieves In this paper, using one representative e-commerce benchmark, significant advantages without pulling database out near the client. we report our experience of an extensive investigation of different Our results show that, under typical user browsing patterns and offloading and caching options. Our results point out that, while network conditions, 2~3 folds of latency reduction can be great benefits can be reached in general, advanced offloading achieved. Furthermore, over 70% server requests are filtered at strategies can be overly complex and even counter-productive. In the proxies, resulting significant server load reduction. -
A Satellite Constellation Visualization Program for Walkers and Lattice
BOUQUET: A SATELLITE CONSTELLATION VISUALIZATION PROGRAM FOR WALKERS AND LATTICE FLOWER CONSTELLATIONS A Thesis by MANDAKH ENKH Submitted to the Office of Graduate Studies of Texas A&M University in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE August 2011 Major Subject: Aerospace Engineering Bouquet: A Satellite Constellation Visualization Program for Walkers and Lattice Flower Constellations Copyright 2011 Mandakh Enkh BOUQUET: A SATELLITE CONSTELLATION VISUALIZATION PROGRAM FOR WALKERS AND LATTICE FLOWER CONSTELLATIONS A Thesis by MANDAKH ENKH Submitted to the Office of Graduate Studies of Texas A&M University in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE Approved by: Chair of Committee, Daniele Mortari Committee Members, John Hurtado John Junkins J. Maurice Rojas Head of Department, Dimitris Lagoudas August 2011 Major Subject: Aerospace Engineering iii ABSTRACT Bouquet: A Satellite Constellation Visualization Program for Walkers and Lattice Flower Constellations. (August 2011) Mandakh Enkh, B.S., Texas A&M University Chair of Advisory Committee: Dr. Daniele Mortari The development of the Flower Constellation theory offers an expanded framework to utilize constellations of satellites for tangible interests. To realize the full potential of this theory, the beta version of Bouquet was developed as a practical computer application that visualizes and edits Flower Constellations in a user-friendly manner. Programmed using C++ and OpenGL within the Qt software development environment for use on Windows systems, this initial version of Bouquet is capable of visualizing numerous user defined satellites in both 3D and 2D, and plot trajectories corresponding to arbitrary coordinate frames. The ultimate goal of Bouquet is to provide a viable open source alternative to commercial satellite orbit analysis programs.