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	<title>Website Performance and User Experience Blog - SciVisum:</title>
	<atom:link href="http://www.scivisum.co.uk/blog/feed" rel="self" type="application/rss+xml" />
	<link>http://www.scivisum.co.uk/blog</link>
	<description>Helping maximise ROI by meaningful website performance management</description>
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		<title>Magento Load Testing &#8211; Magento Performance Optimisation Pitfalls</title>
		<link>http://www.scivisum.co.uk/blog/magento-load-testing-magento-performance-optimisation-pitfalls</link>
		<comments>http://www.scivisum.co.uk/blog/magento-load-testing-magento-performance-optimisation-pitfalls#comments</comments>
		<pubDate>Wed, 15 May 2013 12:16:43 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Application Performance Monitoring]]></category>
		<category><![CDATA[Website Load Testing]]></category>
		<category><![CDATA[WPM]]></category>
		<category><![CDATA[WPO]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=938</guid>
		<description><![CDATA[We do a lot of load testing, on a huge variety of platforms from clients like Tesco who use  the big end platforms such as ATG, through scores of sites where we do .Net load testing or Java /WebSphere, and &#8230; <a href="http://www.scivisum.co.uk/blog/magento-load-testing-magento-performance-optimisation-pitfalls">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>We do a lot of load testing, on a huge variety of platforms from clients like Tesco who use  the big end platforms such as ATG, through scores of sites where we do .Net load testing or Java /WebSphere, and then web-technologies from Ruby to PHP and cool frameworks like Cappuccino.</p>
<p>Magento load testing has become an interesting area, and one where the lesson of &#8216;premature optimisation&#8217; does matter</p>
<p><span id="more-938"></span></p>
<div id="attachment_945" class="wp-caption alignright" style="width: 244px"><a href="http://www.scivisum.co.uk/images/wordpress/uploads/magento-logo.jpg"><img class=" wp-image-945" title="magento-logo" src="http://www.scivisum.co.uk/images/wordpress/uploads/magento-logo-300x162.jpg" alt="magento-logo" width="234" height="126" /></a><p class="wp-caption-text">Magento Open Source eCommerce</p></div>
<p><strong>Premature Optimisation</strong> is the principle, in software development, that you should not optimise your code until that part of your code has already proven to be the bottleneck.  It&#8217;s kind of a scientific, evidence-based, approach: don&#8217;t try to guess in advance where your code will need lots of optimisation, and where it will need a little.  Just build it and find out. That way you can optimise what&#8217;s needed and be sure you didn&#8217;t waste time on optimising something that was not an issue.</p>
<p>In the eCommerce space Magento is a widely used open source platform with a vibrant market of extensions and community of developers to build custom features for you.</p>
<p>It means that, although there are loads of sites all using Magento, that they are mostly all different due to having different combinations of extensions and customisations.</p>
<p><strong>They will all have different Magento performance problems!</strong></p>
<p>So it is that keen tech teams will often, with the best of intentions, spend time making certain changes or bolting on extras such as varnish or cool caches etc with the aim of improving performance.</p>
<p>Only to find the performance may still not be ideal.</p>
<p>A company like us is then sometimes called in to get some new evidence, by doing some <a href="http://www.scivisum.co.uk/what-is-a-load-test">genuinely realistic load testing</a>. When we use our classic approach of &#8216;<a href="http://www.scivisum.co.uk/do-what-the-customer-does">Do What the Customer Does</a>&#8216;, rather than just an artificial website load test, the load testing will often identify a bunch of issues in components  that &#8216;in theory&#8217; are there to make things faster, but in reality are making them worse!</p>
<p>This could be because the component:</p>
<ul>
<li>addresses a problem that is not such an issue on newer Magento versions,</li>
<li>is configured  in a way as to undermine its effectiveness  (a way that may have worked a year or two back),</li>
<li>conflicts with custom work or bought in extensions.</li>
</ul>
<p>These issues are particularly crucial when planning a Magento migration. It&#8217;s so easy to introduce Magento performance problems when making the kind of changes that are natural in a  migration:</p>
<ul>
<li>upgrading an extension without thinking about it,</li>
<li>doing database memory allocation differently,</li>
<li>etc.</li>
</ul>
<p>Magento performance consultancy, we find, centres round the Best Evidence: the Magento load test.</p>
<p>To conclude: the fastest way to optimise your Magento performance, is about a journey that starts, and continues, with load testing.</p>
<p>And whilst this is true for ATG performance consultancy, or .Net performance consultancy or whatever, it is particularly true in the Magento space due to<strong> the mirage that it is a standard platform, </strong>when, apart form the simplest site, it never is.</p>
<h2>Appendix:  Lists of Magento Tuning  Tips and Tricks</h2>
<p>In the car tuning world, there are hundreds of things you can do, from fuel additives to new shocks for faster corners.</p>
<p>But for your specific car, engine, model year, customisations etc you wouldn&#8217;t google for them all and try to work your way through one by one!  No, you&#8217;d take the car to a race track, and try it out, then you&#8217;d put the car on a  ramp and measure raw engine directly, and only then would you start to plan what specific upgrades make specific sense for your specific situation.</p>
<p>The same approach applies to your Magento performance optimisation too, because look how long the list of possible performance improvements are:</p>
<ul>
<li>3 dimensional: Process/ Transfer / Render</li>
<li>OS optimisation</li>
<li>Web server config optimisation</li>
<li>HTTP header, eTag, cache,expiry</li>
<li>database</li>
<li>accelerator extensions</li>
<li>Magento cache  /clearing</li>
<li>Magento CSS/JS merging</li>
<li>enable parallel downloading</li>
<li>remove unused Magento modules</li>
<li>consider flat catalogues</li>
<li>PHP compilation and options</li>
<li>zero tolerance of 404s</li>
<li>Magento Compiler module</li>
<li>use a CDN (or homegrown one)</li>
<li>Use varnish</li>
<li>HTTPS audit</li>
<li>SSD or memory file-system usage</li>
<li>Apache or nginx or Litespeed</li>
<li>Lazyload</li>
<li>Log less !  (ouch, some folks  risk making magento trouble-shooting very hard, if they do this)</li>
<li>load balancing</li>
<li>database replication</li>
<li>magento clustering</li>
</ul>
<p>If you are currently wrestling with a broken down Magento installation then give us a call. We know a man who can!</p>
<p>&nbsp;</p>
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		<title>Barcamp Canterbury 3: Another Great Time</title>
		<link>http://www.scivisum.co.uk/blog/barcamp-canterbury-2013-another-great-time</link>
		<comments>http://www.scivisum.co.uk/blog/barcamp-canterbury-2013-another-great-time#comments</comments>
		<pubDate>Tue, 07 May 2013 10:46:50 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[events]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=922</guid>
		<description><![CDATA[The volunteer team who have put this event together for the last 3 years can pat themselves on the back, it was another great occasion. Putting in your own weekend time means that folk are there to be active, participate &#8230; <a href="http://www.scivisum.co.uk/blog/barcamp-canterbury-2013-another-great-time">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>The volunteer team who have put this event together for the last 3 years can pat themselves on the back, it was another great occasion.</p>
<p>Putting in your own weekend time means that folk are there to be active, participate and learn from each other, and the variety of talks on offer reflected that enthusiasm.</p>
<p>A proud moment too when Shish from my SciVisum team did one of the most popular talks &#8211; on Web Performance optimisation &#8211; and there were some other good snippets.</p>
<p><span id="more-922"></span></p>
<p>The event brings in folks from a range of disciplines and backgrounds. There were quite a few photography sessions, such as Macro Water Droplet photography, as well as Chris Coopers great session on web security. There were &#8220;Deep Tech&#8221; sessions on Field Programmable Gate Array programming alongside some wider societal discussions such as &#8216;The End Of The University&#8217; and &#8216;How To stop Seething And Love My Customers&#8217; !</p>
<p><a href="https://docs.google.com/spreadsheet/ccc?key=0AjoZGW75tIRidGdLZ2tKSXRBLUJleTRWdWVYd1JWRUE#gid=0">The entire list of sessions can be seen here.</a></p>
<p>For me a personal high spot was bumping into an old friend from over a decade ago, Tom de Havas. We&#8217;d once been neighbours in the same office office block, running software companies and discussing  software languages, R&amp;D management, meta physics and more over long coffees!  The company he founded, Nexus Alpha, played a key role in bringing railway timetables, or rather real-time changes due to incidents etc, into the 21st century!</p>
<p><strong>The SciVisum Team At Barcamp</strong></p>
<p>Comments from SciVisum Team Members who attended Barcamp3.</p>
<ul>
<li>Shish (mentioned above) did a talk about keeping website performance high while scaling from a joke between friends to being one of the world&#8217;s largest online communities (without a similar increase in budget). <a href="https://www.dropbox.com/s/954nwkwf0c7x4o3/scaling.odp ">The slides he used can be downloaded here.</a></li>
</ul>
<p>&nbsp;</p>
<ul>
<li>Greg says: &#8220;<em>I saw a wide range of interesting talks on macro photography, multicast video streaming, insane website scaling, security, retro games and more. Was an inspirational weekend which has made me want to pick up my camera and soldering iron again (on top of the usual keyboard mashing <img src='http://www.scivisum.co.uk/components/com_wordpress/wp/wp-includes/images/smilies/icon_wink.gif' alt=';)' class='wp-smiley' /> ).</em>&#8221;<br />
He also did a talk on his (ongoing) port of X11 to Javascript and all that entailed and <a href="http://prezi.com/jrfg5ziqtwhn/x11-in-a-modern-web-browser-why/">you can see his slides here</a>.</li>
</ul>
<p>&nbsp;</p>
<ul>
<li>David says: &#8220;<em>I did a discussion about side coding projects and coding challenges.  It turned into more of an open discussion into ways to volunteer time to do coding challenges, codesprints, community projects, etc</em><em> I also went to talks about the raspberry pi cat feeder and catcams with arduinos, both of these are actually web apps!</em><em> Sessions I attended ranged from hardware focused to web and business concepts (Why The Semantic Web Will Fail by Colin Johnson was particularly interesting as it had some good questions about the way advertising works &#8211; or perhaps doesn&#8217;t work &#8211; on the net).  A good talk on talk on security on hacking focused on social engineering rather than breaking computers.</em><em>Shish&#8217;s talk was one of the best.</em>&#8220;</li>
</ul>
<p>&nbsp;</p>
<ul>
<li>Debora says: &#8220;<em>I volunteered this year in Barcamp 3. I enjoyed the mix of techie and not techie talks. Also good mix of useful stuff that you can apply to your work/life and crazy stuff that you should never apply! But the best, talking to new, learning from new and different points of views, about things you have never seen before, a really collaborative space, crazy philosophical discussions about programing languages, pizza and beer. Really good experience!</em>&#8220;</li>
</ul>
<p>&nbsp;</p>
<p><strong>Silicon Canterbury</strong></p>
<p>Canterbury is becoming more and more a great place for software development and internet projects. As well as the annual Bar Camp there is the monthly <a href="http://deeson-online.co.uk/digibury">Digibury.co.uk </a>event, which has been running for a year or more.</p>
<p>And last month,  the enthusiasm generated by the software industry here spilled out into a go-kart challenge,  organised by Chris at Kempt.co.uk:  sadly the three SciVisum teams didn&#8217;t make it to the podium. :&lt;( But there is always next time.</p>
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		<title>Why Do Test Teams Want To Avoid Load Testing The Live Website?</title>
		<link>http://www.scivisum.co.uk/blog/why-do-test-teams-want-to-avoid-load-testing-the-live-website</link>
		<comments>http://www.scivisum.co.uk/blog/why-do-test-teams-want-to-avoid-load-testing-the-live-website#comments</comments>
		<pubDate>Thu, 25 Apr 2013 08:37:50 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Ajax Monitoring]]></category>
		<category><![CDATA[Business Impact]]></category>
		<category><![CDATA[Do what the Customer Does]]></category>
		<category><![CDATA[HTML5]]></category>
		<category><![CDATA[Online User Experience]]></category>
		<category><![CDATA[Realistic Monitoring]]></category>
		<category><![CDATA[Website Load Testing]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=911</guid>
		<description><![CDATA[Last night I spoke at the Agile Testers London Meet Up on: The Lessons We Learnt Load Testing The Website Of A Large UK Retailer. The MeetUp is always a lively event. Last night in particular there were a lot &#8230; <a href="http://www.scivisum.co.uk/blog/why-do-test-teams-want-to-avoid-load-testing-the-live-website">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Last night I spoke at the <a href="http://www.meetup.com/agiletesting/">Agile Testers London Meet Up</a> on: <em>The Lessons We Learnt Load Testing The Website Of A Large UK Retailer.</em></p>
<p>The MeetUp is always a lively event. Last night in particular there were a lot of excellent questions from the floor, and some very interesting &#8220;compare and contrast&#8221; discussions with folks from a wide spectrum of organisations from Marks &amp; Spencers, O2 and Sainsburys through to Aviva.</p>
<p>But one startling issue that arose is how few companies are load testing the &#8216;real thing&#8217;: <strong>their live site!</strong></p>
<p><span id="more-911"></span>A show of hands suggested that Load Testing is not something that most testers are focused on. Only about 10% had done any at all in the last 12 months, and only a couple of percent had done any in the past month.</p>
<p>The tools being used when load testing had been carried out were mostly the old names, with their well know old strengths and weaknesses: Load Runner and jMeter.</p>
<p>But the really startling finding was: <strong>the level of resistance to load testing the actual live website.</strong></p>
<p>For some it was the problem of getting Business Team sign off and &#8216;risk&#8217; the live site.</p>
<p>For some it was the pain of getting set up to allow the quick &#8216;clean up&#8217; needed after a load test, deleting from databases the dummy transactions for example.</p>
<p>For many, the load testing scripts being used were only checking lower level page events, as that sort of test had been less pain to put together.</p>
<p>And it was clear that in a number of cases the load testing done on staging environments, had become the &#8216;magic recipe&#8217; that the organisation depended on as the performance Go/NoGo. This was even the case when several team members felt that actually what was being tested, and how it was being tested, actually no longer bore any real relationship to what happens for real users on the live site!  The number generated each time was just a &#8220;magic token&#8221;.</p>
<p><strong>It&#8217;s hard to write meaningful Load test scripts that &#8216;Do what the Customer Does&#8217;</strong></p>
<p>Chatting to folks afterwards it was clear that load test scripts are the unloved child in the testers world! They are a pain to keep up to date as the site changes, a pain to make realistic as sites become more richer with AJAX and HTML5.</p>
<p>So the SciVisum <a href="http://www.scivisum.co.uk/what-is-a-load-test">fully Dynamic approach to Load Testing</a> prompted a lot of questions &#8211; and especially the benefit of load testing that does not throw false errors just because the live site does not change, in terms of especially retail sites where products can go out of stock between the start and end of a load test.<br />
<strong><br />
In conclusion it seemed like a lot of Business teams are not aware that the  Load Testing being done for them, is in fact not doing anything to reduce the risk of capacity limits being hit, and real customers, and revenues, being impacted.</strong></p>
<p>It was a great MeetUp and I look forward to more in future.</p>
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		<title>Google, Social Media And Competive Advantage. Food For Thought From RBTE.</title>
		<link>http://www.scivisum.co.uk/blog/901</link>
		<comments>http://www.scivisum.co.uk/blog/901#comments</comments>
		<pubDate>Tue, 02 Apr 2013 13:46:51 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Application Performance Monitoring]]></category>
		<category><![CDATA[Browser monitoring]]></category>
		<category><![CDATA[Business Impact]]></category>
		<category><![CDATA[Marketing]]></category>
		<category><![CDATA[Online User Experience]]></category>
		<category><![CDATA[Realistic Monitoring]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[User Journey Monitoring]]></category>
		<category><![CDATA[User Journey Testing]]></category>
		<category><![CDATA[Website Monitoring]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=901</guid>
		<description><![CDATA[On Tuesday and Wednesday (12th and 13th of March) I was in Earls Court London, at the Retail Business Technology Expo, speaking in the Innovation Theatre. There were some great presentations during the day including one stand out slot by &#8230; <a href="http://www.scivisum.co.uk/blog/901">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>On Tuesday and Wednesday (12th and 13th of March) I was in Earls Court London, at the Retail Business Technology Expo, speaking in the Innovation Theatre.</p>
<p>There were some great presentations during the day including one stand out slot by Julian Burnett, Head of IT Architecture at John Lewis, where they are embracing change at quite a pace for such a large organisation.</p>
<p>Online retailing technology is fast changing at the moment &#8211; and there was one startling message I picked up during the day&#8230;</p>
<p><span id="more-901"></span></p>
<p>The journey that retailers have followed online, was painted in quite a startling light, one that emphasises once again the important of website performance on profitability and brand strength.</p>
<p>In the beginning of retailing on the Internet, it was a world dominated by Google. Regular consumers would start most  Journeys at Google &#8211; whether looking for information on a BBC programme by typing &#8216;BBC&#8217; into Google, or whether beginning a shopping journey by typing in eg &#8216;digital camera&#8217; .</p>
<p>The retailing marketing teams could use SEO and Google Adwords to get in front of possible buyers, but the rules were set and managed by Google. While this was &#8220;fair&#8221; in a broad sense what it meant was that no retailer had any unique advantage as the techniques for best use of Google advertising became more and more widely known.</p>
<p>That phase has ended, and we are now in a  Social Networking era &#8211; this time dominated by FaceBook. Consumers are this time likely to start their shopping Journeys at Facebook or another social media site.  Facebook, and increasingly others, do provide advertising opportunities and such but it&#8217;s still an an eco system, just controlled this time by FaceBook not Google. More importantly it still leaves retailers with no unique competitive advantage.</p>
<p>So the routes to bring visitors to your site have less and less ability to offer a unique brand experience.</p>
<p><strong>This leaves the one place, where a unique brand experience can be built: the retailer&#8217;s own website.</strong></p>
<p>Thus the focus is shifting back again to building and maintaining a website that offers the best Usability, combined with fast performance and smooth, error free, delivery.</p>
<p>Of course this means that the technology that underpins all the features online is increasing in the spotlight. Savvy retailers are recognising the value of having excellent tech teams and of <a href="http://www.scivisum.co.uk/do-what-the-customer-does">measuring user experience online</a>  in newer, more accurate and realistic ways.</p>
<p>After all, after spending the marketing budget on generating traffic, every visitor who is disappointed by the website speed and responsiveness is a double loss of ROI!</p>
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		<title>Devops Days Conference &#8211; The Web World</title>
		<link>http://www.scivisum.co.uk/blog/devops-days-conference-the-web-world</link>
		<comments>http://www.scivisum.co.uk/blog/devops-days-conference-the-web-world#comments</comments>
		<pubDate>Thu, 28 Mar 2013 15:52:55 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Application Performance Monitoring]]></category>
		<category><![CDATA[Business Impact]]></category>
		<category><![CDATA[Common Language]]></category>
		<category><![CDATA[Communication]]></category>
		<category><![CDATA[Do what the Customer Does]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[User Journey Monitoring]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=891</guid>
		<description><![CDATA[It was a treat on Friday to be at the DevopsDays London Conference and to get the chance to speak to, and share the platform with, some of the leading exponents of the new joined-up DevOps world. There was some &#8230; <a href="http://www.scivisum.co.uk/blog/devops-days-conference-the-web-world">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>It was a treat on Friday to be at the <a href="http://devopsdays.org/">DevopsDays</a> London Conference and to get the chance to speak to, and share the platform with, some of the leading exponents of the new joined-up DevOps world.</p>
<p>There was some fascinating discussion, with some tips and tricks in the &#8220;Monitor Everything&#8221; and the &#8220;Log Everything&#8221; sessions.</p>
<p><span id="more-891"></span></p>
<p><img class="alignright" 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" alt="" />DevOpsDays started in Europe just two years ago. Events have now been held at a number of cities round the globe and this was the first in London.  The events are effectively  community led and have a model of a morning of key speakers, then the afternoon having an <a href="en.wikipedia.org/wiki/Open-space_technology">Open Space Technology</a><cite>  </cite>approach to (un)conference. This was my first exposure to Open Space.</p>
<p>The mechanism was very effective in ensuring that, of the variety of participants who proposed themes on the day, it was those with the most votes that were held.</p>
<p>The <a href="http://www.scivisum.co.uk/reference/reference-articles-list/252-web-monitoring-and-devops">DevOps concept</a> itself is still quite young. It was nice to chat with some of the more senior guys like me who were there, sprinkled among the mostly young crowd, to get the big picture so as to better understand their teams, and how they can facilitate the closer integration of software development and live operations that is at the heart of the agile-focused DevOps approach.</p>
<p>I was reminded of something from 2 years back.  Speaking at a Retail Technology conference  Chris Howell (then IT Director eCommerce at Dixons Stores) talked about &#8216;<a href="http://www.scivisum.co.uk/reference/event-videos">Uniting the Tribes</a>&#8216; within an organisation. Specifically he meant using monitoring of the user experience on the live site as the common language of data for the organisation that determines whether the tech guys deliverables are fit for purpose.</p>
<p>Of the presentations  &#8216;<em>DevOps For Dinosaurs</em>&#8216; by  Niek Bartholomeus was particularly good. Moving a large organisation to new, faster ways of working takes some people skills, and the ability to decide which new practises can wait until later, and which the organisation is ready for first.</p>
<p>Overall, the discussions were first rate. There were two or three hundred folks there! I guess the fact they&#8217;d booked a conference that straddled across to a Saturday meant that they were highly motivated, proactive guys!</p>
<p>The Monitor Everything discussion open space highlighted the fact that tech guys, no matter what flavour, do want more data to feed their analytical inquisitiveness!  However, in reality, not all monitor data is equal: the low hanging fruit is the data that is closest to the hardware but sadly furthest from the end goal &#8211; the customers experience online.</p>
<p>The extra effort to monitor close to the customer was for some too much effort (hard line techies!) and for others was a goal they had in mind, but progress was hard. This reflected a lot of my experience doing website monitoring each day: the most useful, actionable monitoring is from &#8216;<a href="http://www.scivisum.co.uk/do-what-the-customer-does">doing what the customer does</a>&#8216;.</p>
<p>The Log Everything session also appealed to the need for data to troubleshoot.  A good part of the discussion was questions being put to some of the guys who have been using logStash in earnest.  It&#8217;s a tool we&#8217;ve just started looking at and it makes a convenenient, easily searchable, &#8216;bucket&#8217; to put all log data into: from server hardware level, right up to application level unique logs.</p>
<p>For some, just the power as a troubleshooting tool, the ease of with which you can build  powerful filters, was the main win. A couple of advanced users, though, were starting to log actual data so that they could track a user&#8217;s transaction through various systems with relative ease.</p>
<p>I must have a chat with our guys here and see how deep we have gone with logStash.</p>
<p><a href="http://vimeo.com/album/2312414/video/62689930">View video of the presentation.</a></p>
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		<title>Did You Say We Are An Emerging Market Leader?</title>
		<link>http://www.scivisum.co.uk/blog/did-you-say-we-are-an-emerging-market-leader</link>
		<comments>http://www.scivisum.co.uk/blog/did-you-say-we-are-an-emerging-market-leader#comments</comments>
		<pubDate>Mon, 25 Mar 2013 10:42:22 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Business Impact]]></category>
		<category><![CDATA[Communication]]></category>
		<category><![CDATA[eCommerce]]></category>
		<category><![CDATA[Marketing]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[User Journey Monitoring]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=879</guid>
		<description><![CDATA[We&#8217;re not one for big scale marketing here &#8211; no razzmatazz.  A lot of our work comes by word of mouth and referrals. So it was a warm feeling this week, to be told openly:  &#8216;SciVisum, you&#8217;re the market leader&#8216;. &#8230; <a href="http://www.scivisum.co.uk/blog/did-you-say-we-are-an-emerging-market-leader">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>We&#8217;re not one for big scale marketing here &#8211; no razzmatazz.  A lot of our work comes by word of mouth and referrals.</p>
<p>So it was a warm feeling this week, to be told openly:  &#8216;<em>SciVisum, you&#8217;re the market leader</em>&#8216;.</p>
<p><span id="more-879"></span>We&#8217;ve built a good list of <a href="http://www.scivisum.co.uk/about-us/clients">clients</a>, including Tesco, Debenhams, Clarks, Inghams Travel and many more. Our clients tell us they come to us, and stay with us year on year, due to the genuine technology edge of our services and the flexibility and customer focus of our <a href="http://www.scivisum.co.uk/what-is-a-managed-service">Managed Service</a> approach that means we listen to client needs and re-shape our deliverables to fit them.</p>
<p>We&#8217;ve been kind of obsessed with <a href="http://www.scivisum.co.uk/blog/solve-tech-team-dilemmas-with-realistic-user-journey-monitoring-on-your-website">realism</a> in the web performance tools we&#8217;ve built, and in our unique<a href="http://www.scivisum.co.uk/what-is-a-user-journey"> Dynamic Journey</a> approach to achieving realistic and actionable website performance measurements no matter what the website or application in question.</p>
<p>Most of our clients have used other solutions before ours and simply made choices in the normal way based on their specific situation and needs.</p>
<p>But it was a warm feeling this week, to be told openly:</p>
<blockquote><p><strong>&#8216;SciVisum, you&#8217;re the market leader&#8217;.</strong></p></blockquote>
<p>It is true that, looking back the last year or two, that it&#8217;s become am increasingly common,  occurrence for users of our solutions to be willing to explain to other prospective buyers,  why they have chosen our approach, and how it compares and contrasts with what they have used before.</p>
<p>So those kinds of client referrals are not news exactly.</p>
<p>Thinking about it, I&#8217;ve also noticed that I&#8217;m being increasingly invited to speak at conferences and provide articles for magazines. Just last week I was speaking at the <a href="http://devopsdays.org/">DevOpsDays</a> conference in London, presenting in both the Innovation theatre and Pecha Kucha sessions at the <a href="http://www.retailbusinesstechnologyexpo.com/">Retail Business Technology Expo</a> exhibition and at the local <a href="http://deeson-online.co.uk/digibury">Digibury</a> evening. When I returned to the office it was to find that the piece I had written on <a href="http://www.retailtechnologyreview.com/articles/2013/03/19/using-monitoring-in-your-crm-strategy/?utm_source=MadMimi&amp;utm_medium=email&amp;utm_content=The+Retail+Technology+Review&amp;utm_campaign=20130320_m115502000_RTR+Newsletter+2003%2F13&amp;utm_term=Using+monitoring+in+your+CRM+strategy">Using Website Monitoring In Your CRM Strategy</a> for Retail Technology Review had gone out!</p>
<p>But this week another client referral came along and surprised me &#8211; in a nice way! It made me realise that we&#8217;re  now being seen by some as an &#8220;emerging market leader&#8221; in the web performance space.</p>
<p>It started as one of those regular situations where a company has a project, and is getting a couple of proposals in, and is trying to compare and contrast the various solutions on offer.</p>
<p>In a phone call on Tuesday, after talking technology and details, the company asked for a reference as the decision time was getting close &#8211; and wanted to hear from a particular source.</p>
<p>So, as usual we asked our contact there if, as he had experience of using both our services and others, and was well placed to give an informed comparison, would he mind giving a reference?</p>
<p>This is what he emailed:</p>
<blockquote><p><strong>&#8220;I am happy to share my thoughts.  In all honesty I  prefer the SciVisum solution to the other website monitoring solutions I&#8217;ve used &#8230; particularly impressed by its dynamic search algorithm tailored to our key destinations, routes and passenger mixes.&#8221;</strong></p></blockquote>
<p>A nice little referral, nothing so unusual there.</p>
<p>But,as a result, we were told &#8216;<em>So, looks like you guys are the Market Leader</em>&#8216;.</p>
<p>It was one of those warm, fuzzy moments.</p>
<p>When I heard what had been said about us I flagged it to the internal staff  email list, to spread the love around!</p>
<p>In reality of course, whether a company is &#8216;Market Leader&#8217; or not, is not of prime concern when choosing a solution: the decision must be to choose the one that best fits your own unique needs, your situation, your risks.</p>
<p>A Market Leader slot may indeed even be misleading!  Just how much criticism a &#8216;Market Leader&#8217; can get can be observed from the current media and blogging on Microsoft.  It&#8217;s clear that although they have been a market leader for so long, that many savvy buyers are no longer planning to stay with them but to move gradually away &#8211; whether it&#8217;s moving Internet systems off Silverlight , or moving mobile to Android, or putting question marks over long-term dependency on SharePoint &#8211; because the market that they were leading has changed in moved on in terms of its requirements.</p>
<p>At the end of the day each client makes their unique buying choice based on their unique situation and pain and risks. Whichever supplier they choose is, for them, the &#8216;Market Leader&#8217;.</p>
<p>So the challenge for the team here is :to listen to each new prospective user, understand their needs, and see if their  gap, can be addressed with any elements of our approach.</p>
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		<title>3 Website Performance Testing Mistakes To Avoid</title>
		<link>http://www.scivisum.co.uk/blog/3-website-performance-testing-mistakes-to-avoid</link>
		<comments>http://www.scivisum.co.uk/blog/3-website-performance-testing-mistakes-to-avoid#comments</comments>
		<pubDate>Mon, 04 Mar 2013 14:33:57 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=856</guid>
		<description><![CDATA[As long as there has been software, there has been testing. Good testing has always been centred on the business outcomes. It&#8217;s not just about finding bugs, it&#8217;s about finding Important Bugs: bugs that impact the end user or customer. &#8230; <a href="http://www.scivisum.co.uk/blog/3-website-performance-testing-mistakes-to-avoid">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>As long as there has been software, there has been testing. Good testing has always been centred on the business outcomes. It&#8217;s not just about finding bugs, it&#8217;s about finding Important Bugs: bugs that impact the end user or customer.</p>
<p>Mike Brown of uTest jogged my memory recently when his blog referenced the timeless  &#8216;<a href="http://www.exampler.com/testing-com/writings/classic/mistakes.html" target="_blank">Classic Testing Mistakes</a>&#8216; by Brian Marick, from back in 1999. One of Brian&#8217;s points still stands out as a very powerful approach that directly aids eCommerce Managers in today&#8217;s world,  more, in fact, than it has any previous generations of technology management.</p>
<p><span id="more-856"></span></p>
<p><strong>Failing To Correctly Identify Risky Areas: Load Testing The Live Site!</strong></p>
<p>In a resource constrained world not everything can be tested before a project is launched,   so there is considerable scope for mistakes in judging where to focus test effort and time.</p>
<div id="attachment_870" class="wp-caption aligncenter" style="width: 310px"><a href="http://www.scivisum.co.uk/images/wordpress/uploads/f1turbobmw.jpg"><img class="size-medium wp-image-870  " title="Testing The Engineering" src="http://www.scivisum.co.uk/images/wordpress/uploads/f1turbobmw-300x198.jpg" alt="Engine Test" width="300" height="198" /></a><p class="wp-caption-text">Until you test the engine in a real car, out on a real drive, all other results are guidelines only.</p></div>
<p>In the arena of <a href="http://www.scivisum.co.uk/what-is-a-load-test">website load testing</a>  there is a set of common blind-spots that crop up repeatedly as our  team work with clients on planning Load Testing projects.</p>
<ul>
<li>Load testing an environment that is not the live environment</li>
</ul>
<p>It is often a preferred choice of tech teams to load test a pre-production environment, rather than the real live one. This is usually on the basis that there is less hassle as there is no need to care about upsetting real customers if problems occur, and no need to tidy-up production databases afterwards.</p>
<p>However, unless you test the live site any metrics you get from the pre-production site are more likely to be misleading than helpful. Performance on the live site will not be a simple X% bigger than on a smaller pre-production one. There are too many places for small differences in configuration, impact of resource sharing etc to cause big differences in performance.</p>
<p>Load testing your live site should at minimum be an annual process, with testing on pre-production if nothing better can be arranged used between times and benchhmarked back to the full live test.</p>
<p><strong>Paying More Attention To Running Tests Than To Designing Them</strong></p>
<p>Recently, we started to work with a major client that had a load-testing regime that they followed per site iteration.</p>
<p>At planning meetings where we looked at our tools being used to take on their website performance in general, the details of the client&#8217;s load testing specification was looked at.</p>
<p>When it was put on the table and examined it became clear that the User Journeys used were ones that no real customer could follow. The test script was a list of URLs, in an order that was impossible to follow on the live site by using links on the actual pages!  Yes, all the URLs did work in isolation, but could not be followed by using a browser and clicking on available things in each page.</p>
<p>What had happened was that the live site design had changed in the last couple of years, but the load test script had not. This change in site would have been spotted if they had not been using the poor approach of a list of static URLs being considered as a User Journey &#8211; but that&#8217;s another story.</p>
<p>Sometimes there seems to be a psychological discomfort for tech teams in giving enough attention  to the design of load tests.</p>
<p>They are predisposed to wanting the spec to be as concrete as the lines of code in the program, and working with the business team to understand the end user and the complex data from Web Analytics logs etc can be too fuzzy. It can be less cognitive effort to spec up simplistic lists of page URLs than to embrace the complexity of real usage.</p>
<p>This is where eCommerce management has a vital role to play: counter-balancing this tendency and ensuring that the end-user experience is the starting point for designing load testing projects.</p>
<p><strong>Not Reporting Usability Problems -  All eCommerce Managers Should Read This!</strong></p>
<p>This is a real gem that Brian drops in among the excellent advice in his document.</p>
<p>He relates how, in the course of testing, the tester becomes familiar as a user of the software and may spot an issue of usability: something that could be much smoother / more intuitive for the end user.</p>
<p>In many organisations there is no mechanism for the testing team to report back such an issue, somehow UI improvement is not what the testers are assumed to be doing.  They are assumed to be just testing if the releasee worked exavtly as designed and to report back the important bugs in that.</p>
<p>This is even more relevant today, where our websites are more complex than ever, with HTML5 functionality, off-line web applications and so on.</p>
<p>The lesson to be learnt is that usability is at the heart of the customer experience, and all the testing we do, including website load testing and performance testing, must be based on the customer experience.</p>
<p>We have a phrase at SciVisum we use when planning web performance projects:</p>
<ul>
<li>User Journeys should &#8220;<a href="http://www.scivisum.co.uk/do-what-the-customer-does">Do what the Customer Does</a>&#8220;</li>
</ul>
<p>Make that the heart of your load testing and you&#8217;ll end up with load test performance metrics that make sense to the Business teams and to the senior management. This also, back to lesson one (failing to correctly identify risky areas), won&#8217;t leave you vulnerable to unexpected performance problems later on due to the fact that the load testing was not accurately doing what customers do.</p>
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		<title>A Saturday well spent at Edgeconf &#8211; Advanced Web Technologies And The Need For Website Speed</title>
		<link>http://www.scivisum.co.uk/blog/a-saturday-well-spent-at-edgeconf-advanced-web-technologies-and-the-need-for-website-speed</link>
		<comments>http://www.scivisum.co.uk/blog/a-saturday-well-spent-at-edgeconf-advanced-web-technologies-and-the-need-for-website-speed#comments</comments>
		<pubDate>Mon, 11 Feb 2013 14:54:16 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Application Performance Monitoring]]></category>
		<category><![CDATA[Browser monitoring]]></category>
		<category><![CDATA[HTML5]]></category>
		<category><![CDATA[Mobile]]></category>
		<category><![CDATA[Online User Experience]]></category>
		<category><![CDATA[Realistic Monitoring]]></category>
		<category><![CDATA[RUM]]></category>
		<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=843</guid>
		<description><![CDATA[With two kids, it&#8217;s very rare I give up a Saturday for work. But the edgeconf this weekend looked like it was going to be worth it: with panel discussions not vendor keynotes! It also featured some of the actual &#8230; <a href="http://www.scivisum.co.uk/blog/a-saturday-well-spent-at-edgeconf-advanced-web-technologies-and-the-need-for-website-speed">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>With two kids, it&#8217;s very rare I give up a Saturday for work.</p>
<p>But the <a href="http://edgeconf.com/">edgeconf</a> this weekend looked like it was going to be worth it: with panel discussions not vendor keynotes! It also featured some of the actual hands-on guys doing the leading edge stuff, from the major browsers Chrome, Firefox and Opera, as well as some of the sharpest developers who are delivering business value from the least technologies.</p>
<p>The conference was organised by the guys from FT Labs, those responsible for the FT Newspaper&#8217;s HTML5 site that allows readers to read the paper on and off-line. Offline is when your device is no longer connected to the Internet, which for a normal website would mean you can&#8217;t access any more content.  However an Offline Web Application can carry on working and serving page content it has grabbed in advance so that the user experience is seamless.</p>
<p>My specific interest in Web performance cropped up in several of the slots, with some interesting new tips to take away.</p>
<p><span id="more-843"></span>The structure was perfect for learning: each 60 minute slot started with a 10 minute chat and then a  panel of 4 discussed questions from the floor.</p>
<p>Engineers were there from most of the major browsers (shame about MS and Apple&#8230; I&#8217;m told that apparently they are less keen to send send engineers to events like this).</p>
<p>With the discussion at the leading edge of technology, it was interesting to hear how the browser guys are watching what developers do with the new features of HTML5, and how they build new features on top in Javascript to address additional goals.  As good usage patterns evolve, the browser guys will plan to bring them into the core Browser itself.</p>
<p>Here are some of the website performance optimisation tips I picked up.</p>
<p><strong>Rethink the network&#8217;s effect on your visitor</strong><br />
As users do more and more of the browsing whilst on the move it means that the site developer has to think again about the network properties. Fast broadband at home lulled us all into a false sense of security because our pages now need to work nicely (fast) for users browser via 3g (4g&#8230;2g..!).</p>
<p>The problem for the mobile networks is that they are extremely variant and transient.  The fact that your visitor had a fast connection over the last 5 seconds is no predictor that their connection will be equally good for the next 5 seconds. Moving a device just 10 or 20 cms can change the network connectivity from great to terrible!</p>
<p>So the consensus across the conference was that there is no value in the browser recording the network speed of the visitor and passing it to the website, as there&#8217;s nothing useful the site can do with data that doesn&#8217;t say how the the user&#8217;s network connection will perform over even the next 5 seconds.</p>
<p>There&#8217;s an interesting warning here to RUM (Real User Monitoring) based approaches:  any performance data calculated within the browser and sent back to the site is also hugely variable, because it&#8217;s made of data from each user that itself varies widely.</p>
<p>For example: RUM data may show that your site slows down between 8 am and 9am, and then speeds sharply. This may be quite untrue. The slowdown may be caused by visitors browsing on mobile devices as they travel to work and then from 9am onwards the site speeds  up, as they are now on well connected wifi network in the office!</p>
<p><strong>Top Tip</strong><br />
Two years ago the advice to website developers, was to structure pages so as to send initially as little as possible to the user to get a  usable page fast and then send the rest after page load.</p>
<p>But this advice has now been reversed!</p>
<p>Instead, it&#8217;s better to send the whole page to the user and then nothing more! The reason is down to the properties of mobile networks whereby although bandwidth increases. latency is not reduced. This results in a delay between batching enough data to send and then sending it, and then waiting to batch again.  The more you send your page in small pieces, the more prone it is to being held up.</p>
<p>The second reason is battery life. In mobile devices the biggest battery hogs are the screen first and the radio second. Mobile devices will allow the radio to power down, after a period of mis-use: thus saving battery.  But if your page is chattering to the user over a long period of time the radio can never power down.  In one test a site discovered that traffic being sent between pages was only 0.1% of the network traffic, but when disabled caused 40% drop in  battery drain!</p>
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		<title>You Don&#8217;t Want The BBC To Be The Ones Telling You About Your Website Problems</title>
		<link>http://www.scivisum.co.uk/blog/you-dont-want-the-bbc-to-be-the-ones-telling-you-about-your-website-problems</link>
		<comments>http://www.scivisum.co.uk/blog/you-dont-want-the-bbc-to-be-the-ones-telling-you-about-your-website-problems#comments</comments>
		<pubDate>Fri, 08 Feb 2013 16:23:07 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Browser monitoring]]></category>
		<category><![CDATA[Business Impact]]></category>
		<category><![CDATA[Do what the Customer Does]]></category>
		<category><![CDATA[eCommerce]]></category>
		<category><![CDATA[Online User Experience]]></category>
		<category><![CDATA[Realistic Monitoring]]></category>
		<category><![CDATA[User Journey Monitoring]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=823</guid>
		<description><![CDATA[It&#8217;s a regular theme at many meetings I have,  everyone working together, trying to motivate teams from development, testing opps and marketing, and get them all focused on a vital issue&#8230; We don&#8217;t want customers to be the first to &#8230; <a href="http://www.scivisum.co.uk/blog/you-dont-want-the-bbc-to-be-the-ones-telling-you-about-your-website-problems">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>It&#8217;s a regular theme at many meetings I have,  everyone working together, trying to motivate teams from development, testing opps and marketing, and get them all focused on a vital issue&#8230;</p>
<blockquote><p>We don&#8217;t want customers to be the first to tell us about performance problems on our site!</p></blockquote>
<p>Extremely rarely, a client will be worried about their problems getting onto the local TV news, or national news.</p>
<p>But the BBC website was very open about problem on February 6th.</p>
<p><span id="more-823"></span>This is what their site was showing:</p>
<p><img 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" alt="" width="381" height="245" /></p>
<p>It&#8217;s not the first time they&#8217;ve been equally honest:</p>
<ul>
<li>June 2012: &#8216; we suffered a major failure of BBC Online last night. &#8216;<br />
<a href="http://www.bbc.co.uk/blogs/internet/posts/website_outage_june_11_2012">http://www.bbc.co.uk/blogs/internet/posts/website_outage_june_11_2012</a></li>
</ul>
<p>&nbsp;</p>
<ul>
<li>Mar 2011: &#8216;the whole of BBC Online was down last night for an hour from 22:40&#8242;<br />
<a href="http://www.bbc.co.uk/blogs/bbcinternet/2011/03/bbc_online_outage_on_tuesday_2.html">http://www.bbc.co.uk/blogs/bbcinternet/2011/03/bbc_online_outage_on_tuesday_2.html</a></li>
</ul>
<p>The lesson to be learnt is:</p>
<p>Not that major outages can affect any site, unexpectedly and that we should design-in resiliency to all possible technical root cause failures so that the site itself can stay live despite those problems (which is true).</p>
<p>It is rather:</p>
<p>That all our sites suffer minor problems, at frequent intervals, affecting a few visitors, or just some of the online functionality.</p>
<p>And that we all need:</p>
<ul>
<li>a set of metrics that find and report 24/7 user experience and hence report these non-catastrophic problems</li>
<li>an agreement that both business and tech teams, understand and can act on the metrics</li>
<li>less time spent in after the event analysis and finger pointing: and more on finding tech root causes and solutions</li>
</ul>
<p><strong>The Impact Of Sporadic Errors</strong></p>
<p>These problems may only be brief: so brief that often normal tech alerting may not have time to fire off.</p>
<p>At other times a problem may only effect a percentange of users, say 5% and so will never trigger a tech-based monitoring solution.</p>
<p>It maybe problems that simply are not visible to the tech systems: eg the &#8216;Buy Now&#8217; button for certain holday dates and packages, does not work user side and no page request is sent to the servers at all.</p>
<p>Hence Sporadic Error reporting becomes vital to the website team that have already got their site to a point of stability so that  that outages long enough to get a warning page like the BBC one above just never occur.</p>
<p>We have been worked with several  clients in a number of industries over the past few months to investigate the real incremental cost and impact on KPIs  that can result from sporadic errors, little &#8220;blips&#8221; in performance that either do not last for a sufficent amount of time to trigger a warning, slow down or cut off alert, and are not immediately replicable.</p>
<p>In some cases these &#8220;blips&#8221; are due to the natural ebb and flow of network traffic, browser peculiarities, local conditions and the like and the thinking has typically been that such things cost more to try and investigate and control than resolving every last anomaly is worth to the business. In a lot of cases this assessment in correct, but what we have been working on is how do you identify the ones that actually would be worth the time and effort to analyse further.</p>
<p>Short term errors, while often insignficant in themselves, can build up to a substantial total over time. Their very nature means that they can be easy to overlook, or to miss underlying patterns and probable causes, that would be more readily apparent in errors and issues that last for longer periods of time and are seen by more of the operations and content teams.</p>
<p>With traffic volumes so high on many sites now, and content provision often so complex, a total of a few minutes problem every day can quickly add up over the course of a week or a month.</p>
<p>Last year SciVisum released a <a href="http://www.scivisum.co.uk/news/206-scivisum-debuts-sporadic-error-reports">Sporadic Error Report</a>.</p>
<p><img class="aligncenter" 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" alt="" width="453" height="195" /></p>
<p>This is one way to report on Sporadic errors: based on the vital Customer User Journeys measuring the routes that business and tech teams have agreed are fair routes to gauge genuine user experience.</p>
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		<title>The Six Pillars Of WebSite Monitoring &#8211;  Insight From Stephen Nelson-Smith</title>
		<link>http://www.scivisum.co.uk/blog/the-six-pillars-of-website-monitoring-insight-from-stephen-nelson-smith</link>
		<comments>http://www.scivisum.co.uk/blog/the-six-pillars-of-website-monitoring-insight-from-stephen-nelson-smith#comments</comments>
		<pubDate>Fri, 18 Jan 2013 09:01:27 +0000</pubDate>
		<dc:creator>deri</dc:creator>
				<category><![CDATA[Common Language]]></category>
		<category><![CDATA[Do what the Customer Does]]></category>
		<category><![CDATA[Online Mystery Shopper]]></category>
		<category><![CDATA[Realistic Monitoring]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[User Journey Monitoring]]></category>
		<category><![CDATA[Website Performance Monitoring]]></category>

		<guid isPermaLink="false">http://www.scivisum.co.uk/blog/?p=812</guid>
		<description><![CDATA[Now and again in the business of Website Performance Management, I come across something with the punch of a striking truth behind it. Today it was something that Stephen Nelson-Smith had written, and that linked back in my mind to &#8230; <a href="http://www.scivisum.co.uk/blog/the-six-pillars-of-website-monitoring-insight-from-stephen-nelson-smith">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Now and again in the business of Website Performance Management, I come across something with the punch of a striking truth behind it.</p>
<p>Today it was something that Stephen Nelson-Smith had written, and that linked back in my mind to what Chris Howell (then online Director at Dixons Stores) had said on the speakers podium at Retail Business Expo 2011 (<a href="http://www.scivisum.co.uk/about-us/event-videos">see video of presentation</a>).</p>
<p><span id="more-812"></span></p>
<p><a title="The Six Pillars of Monitoring" href="http://agilesysadmin.net/six-pillars">Stephen wrote</a>:</p>
<blockquote><p>This might seem incredibly obvious &#8211; of course we monitor our systems because downtime costs money. <strong>But if we really think like this, why are so many of our systems so woefully monitored</strong>? And <strong>why are we not monitoring business metrics alongside technical metrics</strong>?</p></blockquote>
<p>This encapsulated succinctly exactly the reason why the monitoring services we&#8217;ve put together not only show the under-lying technical issues and root causes for problems (so tech teams can fix them fastest) but overlay on the top the underlying business truth:  what is the experience of the website  for Customers? Customers, the source of our money!</p>
<p>Chris Howell talked about this in terms of the <a title="Uniting the Tribes" href="http://www.youtube.com/watch?v=jfjyIk41q5w">monitoring Common Language</a> a common language that can unite the tribes known as tech teams and business teams and describes how good user experience is,  24/7.</p>
<p>Note to self: must track Stephen down for a chat!</p>
<p><strong>Related Articles</strong></p>
<ul>
<li><a href="http://www.scivisum.co.uk/reference/reference-articles-list/197-the-rosetta-stone-of-business">User Experience Data: The Rosetta Stone Of Business</a></li>
<li><a href="http://www.scivisum.co.uk/reference/reference-articles-list/181-downtime-is-money">Downtime Is Money</a></li>
</ul>
<p>&nbsp;</p>
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