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	<title>The RFID Ecosystem Blog &#187; RFID Data Management</title>
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	<link>http://rfid.cs.washington.edu/blog</link>
	<description>A blog from a living laboratory for research in user-centered RFID systems</description>
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		<title>RFID Ecosystem Talk at EMC Innovation Conference</title>
		<link>http://rfid.cs.washington.edu/blog/2008/10/26/rfid-ecosystem-talk-at-emc-innovation-conference/</link>
		<comments>http://rfid.cs.washington.edu/blog/2008/10/26/rfid-ecosystem-talk-at-emc-innovation-conference/#comments</comments>
		<pubDate>Mon, 27 Oct 2008 04:52:57 +0000</pubDate>
		<dc:creator>Evan Welbourne</dc:creator>
				<category><![CDATA[Conference]]></category>
		<category><![CDATA[RFID Data Management]]></category>
		<category><![CDATA[RFID Industry]]></category>
		<category><![CDATA[Supply Chain]]></category>
		<category><![CDATA[Cascadia]]></category>

		<guid isPermaLink="false">http://rfid.cs.washington.edu/blog/?p=45</guid>
		<description><![CDATA[I was fortunate to present our work on the RFID Ecosystem at the EMC Innovation conference in Franklin, MA today.  The conference marks the second annual gathering of EMC Corporation&#8217;s Innovation Network, a worldwide collaboration of advanced technology researchers exploring a variety of areas such as service-oriented infrastructures, web 2.0 storage, information-centric security, virtualization and [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft" style="margin: 5px; float: left;" title="EMC Corporation" src="http://rfid.cs.washington.edu/images/emc.jpg" alt="" width="300" height="372" />I was fortunate to present our work on the RFID Ecosystem at the EMC Innovation conference in Franklin, MA today.  The conference marks the second annual gathering of <a href="http://www.emc.com/" target="_self">EMC Corporation</a>&#8217;s <a href="http://www.emc.com/leadership/tech-view/innovation-network.htm" target="_self">Innovation Network</a>, a worldwide collaboration of advanced technology researchers exploring a variety of areas such as service-oriented infrastructures, web 2.0 storage, information-centric security, virtualization and information grids.</p>
<p>Our friends at <a href="http://www.rsa.com/rsalabs/" target="_self">RSA Labs</a> (the Security Division of EMC) invited a talk on the RFID Ecosystem as one of three talks in a session on academic research.  In my talk I presented an overview of the RFID Ecosystem project and then drilled-down to describe some key challenges for pervasive RFID data management (e.g., uncertainty, privacy) and how we address them with the Cascadia system (my talk is available <a href="http://rfid.cs.washington.edu/images/welbourne-EMC.pdf" target="_self">here</a>).  The talk went quite well and was followed by some great questions and discussion with a few of the more than 1,000 attendees.  After the talk I had a chance to meet with researchers from RSA as well as <a href="http://china.emc.com/microsites/wheretalentlives/english/ourcenter/ourcenter4.htm" target="_self">ERC</a>, EMC&#8217;s new research center in Beijing, China.  I received a lot of great feedback from these very interesting groups &#8211; the conference was a fantastic experience overall!</p>
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		<title>Electromagnetic Interference Limits RFID Deployments in Hospitals</title>
		<link>http://rfid.cs.washington.edu/blog/2008/06/27/electromagnetic-interference-limits-rfid-deployments-in-hospitals/</link>
		<comments>http://rfid.cs.washington.edu/blog/2008/06/27/electromagnetic-interference-limits-rfid-deployments-in-hospitals/#comments</comments>
		<pubDate>Sat, 28 Jun 2008 00:18:45 +0000</pubDate>
		<dc:creator>Evan Welbourne</dc:creator>
				<category><![CDATA[RFID Applications]]></category>
		<category><![CDATA[RFID Data Management]]></category>
		<category><![CDATA[Cascadia]]></category>
		<category><![CDATA[RFID Deployments]]></category>
		<category><![CDATA[Uncertainty]]></category>

		<guid isPermaLink="false">http://rfid.cs.washington.edu/blog/?p=14</guid>
		<description><![CDATA[
The Journal of the American Medical Association published a report on Wednesday that showed certain RFID systems may induce hazardous incidents in nearby critical care medical equipment.  The study examined the effects of a 128 kHz active RFID system and a 868 MHz passive RFID system on 41 different types of medical devices.  Out of [...]]]></description>
			<content:encoded><![CDATA[<p style="text-align: center;"><img style="margin: 5px; vertical-align: middle;" src="http://rfid.cs.washington.edu/images/limited-deployment.jpg" alt="" width="582" height="194" /></p>
<p style="text-align: left;"><a href="http://jama.ama-assn.org/">The Journal of the American Medical Association</a> published a <a href="http://jama.ama-assn.org/cgi/content/short/299/24/2884">report</a> on Wednesday that showed certain RFID systems may induce hazardous incidents in nearby critical care medical equipment.  The study examined the effects of a 128 kHz active RFID system and a 868 MHz passive RFID system on 41 different types of medical devices.  Out of 123 tests, 34 led to electromagnetic interference incidents, 22 of which were classified as hazardous, 2 as significant, and 10 as light.</p>
<p>Though many consider the result of this study to be a serious and shocking failure in engineering, some RFID vendors claim that the problem could be avoided by lowering the power output of the RFID readers.  In any case, this study highlights a key obstacle for pervasive RFID systems: it will probably not be possible to deploy RFID readers in all locations of interest due to a variety of issues including electromagnetic interference, budgetary issues, or aesthetic concerns.  As such, a successful RFID system will have to infer when a tag enters a location which is not covered by an RFID reader.  This is one of the challenges which we designed <a href="http://rfid.cs.washington.edu/images/mobisys-08-welbourne.pdf">Cascadia</a>, the RFID Ecosystem&#8217;s event detection middleware, to address.  In particular, Cascadia allows an admin to define a graph that describes locations of interest (which may or may not be covered by an RFID reader &#8211; see image below).  Cascadia then tracks tags over this graph and can infer with some probability when a tag enters a location that is not covered by an RFID reader.  See our <a href="http://rfid.cs.washington.edu/images/mobisys-08-welbourne.pdf">MobiSys 2008 paper</a> for details!</p>
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		<item>
		<title>RFID Ecosystem Demos at SIGMOD and MobiSys</title>
		<link>http://rfid.cs.washington.edu/blog/2008/06/22/rfid-ecosystem-demos-at-sigmod-and-mobisys/</link>
		<comments>http://rfid.cs.washington.edu/blog/2008/06/22/rfid-ecosystem-demos-at-sigmod-and-mobisys/#comments</comments>
		<pubDate>Mon, 23 Jun 2008 06:36:20 +0000</pubDate>
		<dc:creator>Evan Welbourne</dc:creator>
				<category><![CDATA[Conference]]></category>
		<category><![CDATA[RFID Data Management]]></category>

		<guid isPermaLink="false">http://rfid.cs.washington.edu/blog/?p=12</guid>
		<description><![CDATA[ We just returned from two weeks at the SIGMOD and MobiSys conferences where we presented demos of the RFID Ecosystem&#8217;s event detection infrastructure, Cascadia.  Cascadia allows developers and end users to declaratively specify meaningful high-level events (e.g. &#8220;a nurse has entered patient X&#8217;s room with equipment Y&#8221;, &#8220;I leave the building without my [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft" style="margin: 5px; float: left;" src="http://rfid.cs.washington.edu/images/mobisys-sigmod-08.jpg" alt="" width="270" height="124" /> We just returned from two weeks at the <a href="http://www.sigmod08.org/" target="_self">SIGMOD</a> and <a href="http://www.sigmobile.org/mobisys/2008/" target="_self">MobiSys</a> conferences where we presented demos of the RFID Ecosystem&#8217;s event detection infrastructure, <a href="http://rfid.cs.washington.edu/images/mobisys-08-welbourne.pdf" target="_self">Cascadia</a>.  Cascadia allows developers and end users to declaratively specify meaningful high-level events (e.g. &#8220;a nurse has entered patient X&#8217;s room with equipment Y&#8221;, &#8220;I leave the building without my car keys&#8221;) using a SQL-like sequence language or with an intuitive GUI called Scenic.  Cascadia can then continuously extract these events over a stream of incoming, uncertain RFID data using probabilistic data management techniques.  The Cascadia demos at SIGMOD and Mobisys illustrated Cascadia&#8217;s operation from end-user event specification, to event detection, to event notifications for one of two demo applications.  The original demo proposals are available on <a href="http://rfid.cs.washington.edu/publications.html" target="_self">our publications page</a>; both demos are also entirely web-based and will be posted online sometime in the coming weeks.</p>
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		</item>
		<item>
		<title>Korean RFID Delegation Visits The RFID Ecosystem</title>
		<link>http://rfid.cs.washington.edu/blog/2008/04/14/korean-rfid-delegation-visits-the-rfid-ecosystem/</link>
		<comments>http://rfid.cs.washington.edu/blog/2008/04/14/korean-rfid-delegation-visits-the-rfid-ecosystem/#comments</comments>
		<pubDate>Tue, 15 Apr 2008 06:31:54 +0000</pubDate>
		<dc:creator>Evan Welbourne</dc:creator>
				<category><![CDATA[RFID Applications]]></category>
		<category><![CDATA[RFID Data Management]]></category>
		<category><![CDATA[RFID Industry]]></category>

		<guid isPermaLink="false">http://rfid.cs.washington.edu/blog/?p=11</guid>
		<description><![CDATA[
A group of delegates from various Korean RFID associations visited UW CSE today to learn about the RFID Ecosystem project, to discuss challenges, and to share findings on future scenarios for RFID use.  We shared demonstrations, presentations, and experience over the course of the morning and found that we share many of the same [...]]]></description>
			<content:encoded><![CDATA[<p style="text-align: center;"><img class="aligncenter" style="vertical-align: middle;" src="http://rfid.cs.washington.edu/images/new-songdo.jpg" alt="" width="620" height="200" /></p>
<p style="text-align: left;">A group of delegates from various Korean RFID associations visited UW CSE today to learn about the RFID Ecosystem project, to discuss challenges, and to share findings on future scenarios for RFID use.  We shared demonstrations, presentations, and experience over the course of the morning and found that we share many of the same challenges (e.g. uncertainty in sensor data, system scalability, user privacy).  The 20 RFID experts represent Korea&#8217;s large and growing interest, investment, and innovation in RFID technology.  Korea&#8217;s focus on RFID is driven forward by projects like <a href="http://www.songdo.com/" target="_self">New Songdo City</a>, a planned &#8220;<a href="http://en.wikipedia.org/wiki/Ubiquitous_city" target="_self">U-city</a>&#8221; and international business center which will include many elements of ubiquitous computing infrastructure including, possibly, RFID readers deployed throughout the city.  In this scenario, RFID would be used to promote recycling of tagged products as well as possibly for health care applications; whether the ubiquitous RFID deployment becomes reality or not, the $25 billion project will include a $297 million RFID research center when completed.  After their visit the delegates continued on to the <a href="http://www.cmp-egevents.com/web/rfid/home" target="_self">RFID World conference </a>in Las Vegas.</p>
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		<item>
		<title>Talks from RFDM 08</title>
		<link>http://rfid.cs.washington.edu/blog/2008/04/07/talks-from-rfdm-08/</link>
		<comments>http://rfid.cs.washington.edu/blog/2008/04/07/talks-from-rfdm-08/#comments</comments>
		<pubDate>Mon, 07 Apr 2008 22:47:39 +0000</pubDate>
		<dc:creator>Evan Welbourne</dc:creator>
				<category><![CDATA[RFID Data Management]]></category>
		<category><![CDATA[RFID Security and Privacy]]></category>
		<category><![CDATA[Supply Chain]]></category>
		<category><![CDATA[Workshop]]></category>
		<category><![CDATA[Conference]]></category>
		<category><![CDATA[privacy]]></category>
		<category><![CDATA[security]]></category>

		<guid isPermaLink="false">http://rfid.cs.washington.edu/blog/2008/04/07/talks-from-rfdm-08/</guid>
		<description><![CDATA[   Today&#8217;s talks covered a variety of topics, from effective and efficient strategies for managing RFID data in the supply chain, to a framework for security in interoperable RFID networks, to probabilistic RFID data cleaning and even RFID in mobile E-commerce.
One interesting talk on &#8220;Interoperable Internet Scale Security Framework for RFID Networks&#8221; was [...]]]></description>
			<content:encoded><![CDATA[<p><img src="http://rfid.cs.washington.edu/images/rfdm-afternoon.jpg" align="left" border="0" height="337" hspace="5" vspace="5" width="246" />   Today&#8217;s talks covered a variety of topics, from effective and efficient strategies for managing RFID data in the supply chain, to a framework for security in interoperable RFID networks, to probabilistic RFID data cleaning and even RFID in mobile E-commerce.</p>
<p>One interesting talk on &#8220;Interoperable Internet Scale Security Framework for RFID Networks&#8221; was given by Tingting Mao at the MIT AUTO-ID lab.  This work describes a framework whereby businesses can define policies for sharing EPC data and the associated business events.  A key feature of this system is that it uses authentication and authorization based on an aggregation of business rules, enterprise information, and RFID tag information. In another talk, Antti Sirkka from <a href="http://www.tietoenator.com/">TietoEnator</a> discussed &#8220;Modelling Traceability in the Forestry Wood Supply Chain&#8221;.  This work aims to use RFID to improve information on processes in the forestry wood production system &#8211; a pressing problem given the equivalent of Є5 billion of wood raw material going to waste in Europe.</p>
<p>There were also great talks and discussion from panelists <a href="http://www.cs.umass.edu/~yanlei/">Yanlei Diao</a> (<a href="http://www.cs.umass.edu/">University of Massachusetts, Amherst</a>) and <a href="http://magna.cs.ucla.edu/~wangfsh/">Fusheng Wang</a> (<a href="http://www.usa.siemens.com/en/research/">Siemens Corporate Research</a>).</p>
<p>Slides from the talks will eventually be posted online at: <a href="http://rfid.cs.washington.edu/rfdm08/">http://rfid.cs.washington.edu/rfdm08/</a></p>
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		<item>
		<title>RFDM 2008 Workshop Today in Cancun, Mexico!</title>
		<link>http://rfid.cs.washington.edu/blog/2008/04/07/rfdm-2008-workshop-today-in-cancun-mexico/</link>
		<comments>http://rfid.cs.washington.edu/blog/2008/04/07/rfdm-2008-workshop-today-in-cancun-mexico/#comments</comments>
		<pubDate>Mon, 07 Apr 2008 16:34:42 +0000</pubDate>
		<dc:creator>Evan Welbourne</dc:creator>
				<category><![CDATA[RFID Data Management]]></category>
		<category><![CDATA[Supply Chain]]></category>
		<category><![CDATA[Workshop]]></category>
		<category><![CDATA[Conference]]></category>

		<guid isPermaLink="false">http://rfid.cs.washington.edu/blog/2008/04/07/rfdm-2008-workshop-today-in-cancun-mexico/</guid>
		<description><![CDATA[
   The first annual International Workshop on RFID Data Management (RFDM&#8217;08) is happening in Cancun today in conjunction with the International Conference on Data Engineering (ICDE).  The workshop brings together researchers and practitioners that work on problems related to managing data produced by RFID or other traceability and automated identification (Auto ID) [...]]]></description>
			<content:encoded><![CDATA[<p style="text-align: center"><img src="http://rfid.cs.washington.edu/images/rfdm-title-blog.jpg" alt="RFDM 2008" border="0" height="175" hspace="5" vspace="5" width="624" /></p>
<p>   The first annual <a href="http://rfid.cs.washington.edu/rfdm08/">International Workshop on RFID Data Management (RFDM&#8217;08)</a> is happening in Cancun today in conjunction with the <a href="http://www.icde2008.org/">International Conference on Data Engineering (ICDE)</a>.  The workshop brings together researchers and practitioners that work on problems related to managing data produced by RFID or other traceability and automated identification (Auto ID) technologies. The goal is to fill an important gap in the community by bringing interested researchers together to identify future research challenges and opportunities.  The workshop is co-chaired by <a href="http://www.cs.washington.edu/homes/magda/">Prof. Magdalena Balazinska</a> and <a href="http://www.almaden.ibm.com/cs/people/murthy/">Dr. Karin Murthy</a> (<a href="http://www.almaden.ibm.com/cs/">IBM</a>).</p>
<p><a href="http://www-faculty.cs.uiuc.edu/~hanj/">Prof. Jiawei Han</a> (<a href="http://www.cs.uiuc.edu/">UIUC</a>) just gave a great keynote talk titled &#8220;Warehousing and Mining Massive RFID Data Sets&#8221;.  It covered some recent work he an his student <a href="http://daisy.cs.uiuc.edu/hector/index.html">Hector Gonzalez</a> have done on techniques for managing the massive (i.e. peta-byte scale) RFID data sets that are generated by supply chain applications of RFID.  He concluded with some <a href="http://daisy.cs.uiuc.edu/hector/vldb07_hagonzal.pdf">interesting work</a> that applies these techniques to the analysis and aggregation of traffic patterns using <a href="http://www.ezpass.com/">EZ-pass</a> and <a href="http://www.bayareafastrak.org/">FasTrak</a> data.</p>
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