Leverage new Elastic Stack application performance monitoring tools to quickly debug your applications by digging into response times, requests, and errors.

This post is part of the <a href="https://www.elastic.co/elasticon/conf/2018/sf">Elastic{ON} 2018</a> blog series where we recap specific demos and related deep-dive sessions from the conference. From machine learning forecasting to APM to security analytics with Mr. Robot — check out the full list below.
	

Visualizing the performance impact of code changes lets you quickly resolve issues and get back to doing what you do best — writing great code. With <a href="/solutions/apm">Elastic APM</a> (application performance monitoring) features, you can see detailed data on your application’s performance, requests, users, errors, and more. Watch this ten-minute demo from Elastic APM Tech Lead Ron Cohen to see how easy it is to get started.

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The APM team put a lot of effort into making the getting started process as simple as possible. First, <a href="https://www.elastic.co/downloads/apm">download, install, and run the APM server</a>. Next, you’ll need to install the APM agent directly into your application. (Watch the demo above to see exactly how to install an agent in Node.js applications.) Finally, re-deploy your application, and APM data should start streaming into the APM UI in Kibana. It’s that simple. 

Once your data is streaming into Elasticsearch, you can use the APM UI to quickly identify performance issues in your application. In the Request tab, see your response time percentiles and how many requests per minute your application is serving. You get all this information broken down by HTTP status codes, along with a table of all endpoints in your application showing average response time and requests per minute for each endpoint.

If you have a particular endpoint that is slowing down response times, simply click on it for more detailed information. Select a slow response time bucket to see a timeline that shows you what your application was doing — like processing a huge number of SQL queries, responding to cache calls, or rendering templates — when it slowed down. Choose a specific query or cache call for even more information, including a stack trace that shows you the exact location of the problem in your code.

Because the APM module gathers such rich performance data from your application, it can also give you detailed information about errors happening in your application so you can identify and resolve problems. The Error tab in the APM UI gives you a stack trace on each error as well as information on frequency, users, process, service, and tags.

This is just the beginning of optimizing performance and debugging code quickly with an APM solution built on Elasticsearch. Watch the full <a href="https://www.elastic.co/elasticon/conf/2018/sf/apm-with-the-elastic-stack">APM with the Elastic Stack</a> talk to learn about real user monitoring (currently in beta) and other exciting developments in the works.

And If Node.js applications are your jam, check out <a href="https://www.elastic.co/elasticon/conf/2018/sf/instrumenting-node-js-apps">Instrumenting Node.js Apps with Elastic APM</a> for an advanced tutorial on minimizing instrumentation overhead, adding metadata to your collected metrics, and more.

Plus, see what happens when you pair APM data with the anomaly-detecting powers of machine learning starting at the sixteen-minute mark in the <a href="https://www.elastic.co/elasticon/conf/2018/sf/machine-learning-in-the-elastic-stack">Machine Learning in the Elastic Stack</a> talk.

See what else we covered <a href="https://www.elastic.co/elasticon/conf/2018/sf/agenda">during the conference</a> in these recaps: 

<ul>
	<li><a href="https://www.elastic.co/blog/geo-roadmap-for-elasticsearch-and-kibana-layers-geojson-vega">Geo Roadmap for Elasticsearch and Kibana: Layers, GeoJSON, Vega</a></li>
	<li><a href="https://www.elastic.co/blog/elasticon-kibana-canvas-story-elasticoffee">But First, Coffee - An Elastic{ON} Canvas Story</a></li>
	<li><a href="https://www.elastic.co/blog/how-mr-robot-technical-consultant-ryan-kazanciyan-used-kibana">How Mr. Robot's Technical Consultant Used Kibana in the Show</a></li>
	<li><a href="https://www.elastic.co/blog/monitor-kubernetes-with-beats-autodiscover-feature-and-elasticsearch">Monitor Kubernetes with Beats Autodiscover Feature</a></li>
	<li><a href="https://www.elastic.co/blog/elasticon-kibana-canvas-story-ama">Here to Help - An Elastic{ON} Canvas Story</a></li>
	<li><a href="https://www.elastic.co/blog/data-rollups-in-elasticsearch-you-know-for-saving-space">Data Rollups in Elasticsearch</a></li>
	<li><a href="https://www.elastic.co/blog/swiftype-app-search-using-its-intuitive-interface-to-implement-elasticsearch">App Search with Elasticsearch</a></li>
	<li><a href="https://www.elastic.co/blog/preview-of-sql-in-canvas-with-rashid-creator-of-kibana">A Preview of SQL in Canvas with Rashid, Creator of Kibana</a></li>
	<li><a href="https://www.elastic.co/blog/using-kibana-and-beats-for-security-analytics">Using Kibana and Beats for Security Analytics</a></li>
	<li><a href="/blog/recap-elasticsearch-machine-learning-forecasting-on-time-series-data">Machine Learning Forecasting on Elasticsearch Data</a></li>
	<li><a href="/blog/whats-coming-with-machine-learning-logging-and-more-on-hosted-elasticsearch">Machine Learning, Logging, and More on Hosted Elasticsearch</a></li>
</ul>

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Getting Started with APM for the Elastic Stack - A Recap

259,200 seconds. 60,000 breaths. 350,000 heartbeats, give or take a few thousand. How to make every moment worth it at Elastic{ON} 2017.

<html><head></head><body>259,200 seconds. 60,000 breaths. 350,000 heartbeats, give or take a few thousand. Spending three days of your life with us at Elastic{ON} may sound like a small thing, but in the grand scheme of things, it&apos;s everything. It&apos;s your time.
When you honor us by attending <a href="https://www.elastic.co/elasticon/conf/2017/sf">Elastic{ON}</a>, we want to help you make each minute worth your investment. So we surveyed veteran conference attendees and chatted with Elastic employees to surface the best tips, approaches, and practices to help you milk every second.
Here&apos;s what we learned:
<h2>1. Light preparation is helpful.</h2>Preview the agenda.&#xA0;&quot;It&apos;s definitely worth giving the agenda a look in advance to see what sessions might interest you the most.&quot; &#x2013;Tim Roes (<a href="https://twitter.com/tim_roes">@tim_roes</a>)
Elastic protip: Use the filter on our site to search <a href="/elasticon/conf/2017/sf/agenda">the agenda</a> by product, use case, or whatever strikes your fancy. 
Map out what matters to you. &quot;The Elastic roadmap sessions and the sessions with compelling use cases from Elasticsearch practitioners like Thomson Reuters, Yammer, HotelTonight, Eventbrite, Etsy, The New York Times, Adobe, and my own company (Cisco) were worth the time that I spent for the conference.&quot; &#x2013;Jaya Gopalakrishnan (<a href="https://twitter.com/jgopalak">@jgopalak</a>)
Elastic protip: If you&apos;re already registered, we&apos;ll ping you when the Elastic{ON} 2017 app comes out. It&apos;s a fantastic and painless way to manage your conference schedule on the fly.
Get up to speed. &quot;If you want to get the most out of the conference and haven&apos;t worked with the Elastic Stack beforehand, I would recommend visiting the pre-conference training and/or looking up some tutorials online.&quot; &#xA0; &#xA0; &#xA0; &#xA0;&#x2013;Tim Roes
Elastic protip: We&apos;ve expanded our <a href="/elasticon/conf/2017/sf/agenda?sess=elastic-stack-workshop-handson-training">pre-conference training offering</a>. Join us the day before Elastic{ON} to learn how to deploy, optimize, scale, and secure the Elastic Stack. 
<h2>2. Resist the comfort zone.</h2>Get weird. &quot;Go to a few sessions you don&apos;t think you&apos;d like, just to challenge yourself.&quot; &#x2013;Mark Walkom (<a href="https://twitter.com/warkolm">@warkolm</a>)
Skip a session. &quot;If you eventually see that the upcoming talks are not 100% completely in your interest, then take the time to rest in the conference area and, maybe, try out and code something you&apos;ve learned in another presentation.&quot; &#x2013;Thiago Souza (<a href="https://twitter.com/tsouza">@tsouza</a>)
Elastic protip: We have comfy chairs and tables where you can flex your fingers and put new skills to work. Another great place to spend some free time? The demo stations, where you can&#xA0;see the Elastic Stack in action up close and personal. 
Strike up a conversation. &quot;Beyond informative sessions, I learned a lot in the hallway track/demo booth. I met people from both ends of the business spectrum doing all sorts of different things with Elasticsearch and the rest of the Elastic Stack.&quot; &#x2013;Jaya&#xA0;Gopalakrishnan
Elastic protip: Check out the Birds of a Feather (BoF) sessions on Wednesday and Thursday&#x2014;small-group meetups for folks with mutual interest in specialized topics.
<h2>3. Own the AMA booth. </h2>Bring your questions. &quot;Users walk up with pages and pages of notes. If you&apos;ve got questions, bring them.&quot; &#x2013;Mark Walkom
Come back early and often. &quot;We&apos;ve had people come with one question, watch some talks, come back with a spinoff question, go to some more talks, and by the end of it they came out with something bigger, better, and awesomer than they&apos;d ever expected.&quot; &#x2013;Mark Walkom
Elastic protip: The best time to visit AMA is during a session. The booth is open all day, but it&apos;s least crowded when talks are in progress. 
<h2>4. Find your tribe.</h2>Go to that super small session. &quot;The really tiny breakout sessions can seem a little lonely compared to the huge concert-style performances in the bigger spaces, but that&apos;s where you find the five other people who are passionate about the exact same sub-sub-topic as you are.&quot; &#x2013;Loren Siebert (<a href="https://twitter.com/lorensiebert">@lorensiebert</a>)
Elastic protip: The spotlight theater was a huge hit last year. We&apos;ve added more space, but you&apos;ll still get that small talk (of the good sort) feel. 
Attend the women&apos;s breakfast &quot;Women&apos;s breakfast /networking event and winning an amazing eco-friendly jacket for my tweets were fantastic!&quot; &#x2013;Jaya&#xA0;Gopalakrishnan
Elastic protip: The second annual Elastic{ON} women&apos;s breakfast includes a panel discussion with <a href="/blog/second-annual-elastic-on-womens-breakfast-now-with-leadership-panel">all-star women in tech</a>, plus networking time and delicious eats. 
Schedule IRL time with your online community. &quot;If you&apos;ve interacted with people on Elastic Discuss, GitHub Issues, or IRC about the Elastic Stack, reach out to them beforehand and set up a time to say hello in person.&quot; &#x2013;Loren Siebert
Elastic protip: GitHub, the Elastic{ON} mobile app, and using #elasticon&#xA0;on Twitter are all great places to start setting up meet and greets, as is getting in touch with your Elastic sales rep. 
Make it to the after party. &quot;A total must are the after parties, which are a great opportunity to exchange with other users and get in touch with a lot of people from the Elastic team.&quot; &#x2013;Tim Roes
Elastic protip: This year&apos;s party is at the California Academy of Sciences featuring Elastic&#xA0;favorite&#xA0;DJ Asha. Dance floor not your jam? Planetarium shows will be running all evening and we&apos;ll have a craft beer garden onsite.
<h2>5. Elastic folks want to meet you as much as you want to meet them.</h2>Just ask. &quot;If you come with a few people in mind that you want to meet, don&apos;t be afraid to approach them (or someone else) and ask to speak with that person. Don&apos;t be afraid to ask if you can chat to Jordan Sissel or Rashid [Khan]. Everyone that works for Elastic is happy to talk to you.&quot; &#x2013;Mark Walkom
Elastic protip: Note that Mark&#xA0;is also a really great person to approach, as he has the added bonus of being from Australia. 
Seriously, just ask. &quot;I&apos;ve learned from my past Elastic{ON} experience that you can also talk with the staff itself. It can be any subject, to discuss an idea or a specific issue. I remember that Shay was very open to speak with me, even though I was not working at Elastic.&quot; &#x2013;Thiago Souza
Elastic protip: There will be attendees, speakers, and staff from all types of industries working on problems that range from familiar to the I-never-would-have-thought-of-that use case. 
<h2>6. Budget stomach space wisely. </h2>Pacing is key. &quot;Work your way through the gourmet food trucks, slowly and methodically.&quot; &#x2013;Loren Siebert
Elastic protip: There are lots of&#xA0;options with a fleet of food trucks. If you discover chicken and waffles don&apos;t hit the spot, there will be backup tacos to save the day. (True story, by the way. Find Mark and he&apos;ll tell you about it.) 
<h2>Let me sum up.</h2>We&apos;re excited about this year&apos;s Elastic{ON}, and we&apos;ll keep doing our darnedest to ensure that every second you spend at the conference is worth it.
If you haven&apos;t registered yet, we hope you&apos;ll <a href="/elasticon/conf/2017/sf">join us</a>. If you&apos;re already booked, we look forward to seeing you there. Please continue to share your protips for #elasticon on Twitter.
</body></html>

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Insider's Guide to Elastic{ON} 2017

Even with 18 years of search experience and a PhD in computer science, this senior Symantec engineer finds value in Elastic’s dedicated support and training. ***** When Geena Rollins (<a href="https://www.linkedin.com/in/rollins">in/rollins</a>) joined Symantec, a Fortune 500 global leader in enterprise and consumer cybersecurity and maker of Norton Antivirus, as a search expert, she led their transition from Solr 3 to Elasticsearch. Since then, Geena has become an Elasticsearch specialist for Symantec, consulting with many internal groups using the open source software throughout the company. How did she become so knowledgeable? As Geena says, “I’ve become an Elasticsearch expert, and the way I got there was through training and support. I have a good search background and a lot of experience, but there’s still a lot of value in support for me. It continues to pay off.” We sat down with Geena, senior principal software engineer, and her dedicated Elastic support engineer, Greg Nieman, to dive deeper into how they work together to keep the Symantec Elasticsearch deployments firing on all cylinders. Please note that this interview has been edited for length and clarity.&nbsp;Geena notes that all opinions she expresses below are solely her own and may or may not reflect those of Symantec. ***** So tell us about Symantec’s decision to engage with Elastic support. How did it come about? Geena: After we decided to migrate to Elasticsearch, I needed to learn more about it because I hadn't used it before. I could learn a lot of stuff on my own, but I signed up for a training session and gained more knowledge quickly. &nbsp; Then we signed up for a <a href="https://www.elastic.co/subscriptions">platinum subscription</a>. I started with some small tickets and then they got more interesting as time went on. I knew Greg only through the support ticket system at first, and we had a good rapport there. Then we met at Elastic{ON}15, which helped further develop our relationship. Greg, from your perspective, how has the customer relationship with Geena and Symantec evolved? Greg: The initial questions and tickets were pretty much about standing up clusters and all the little gotchas that you encounter when you're trying to get everything up, running, and tuned to the point where you’re getting acceptable performance. You’re not getting crashes or the standard newbie kinds of things that happen when you're picking your way through the landscape for the first time. It’s a teaching process, so as Geena and Symantec became more comfortable with things in the early tickets, they could move on to more connected, complex scenarios, and now they’re using the product in new and interesting ways where we can help. And because we have engineers who are extremely deep and know the internals of the products, support saves Symantec time and effort. You don't go down a path where you say, “This looks fine now,” but in another two or three years, you think, “Oh, wow, I wish I hadn’t done that.” We help you find those things way in advance. You can’t underestimate the value of something like that. Geena: As Greg said, it’s an educational process. I started at Symantec two years ago, and at this point I’m considered the Elasticsearch expert in this 10,000-employee company. I did three <a href="http://training.elastic.co">training sessions</a>, I went to <a href="https://www.elastic.co/elasticon">two conferences</a>, and I filed a lot of tickets. That really got me here — plus the <a href="https://www.elastic.co/guide/index.html">documentation</a>, but the documentation only tells you what you can do. When you’re trying to figure out what you want to do for your use case, it’s helpful to have Elastic support. Geena, can you share how Elastic support has been instrumental in some of your success at Symantec? Geena: I've used Lucene directly for years, so I don't file tickets about data modeling or analyzers, but about the distributed system. For example, we had a system where we were doing event logging from security events, so all the machines out there from our customers were sending us events like “Antivirus definitions were updated” or “There was a failed phishing attack.” We have a daily index that we can search and aggregate on that data. We noticed that some of our queries that searched more than 14 days worth of events were really slow. Not only were they slow, but we were getting search rejections because the queue was filling up. So I put in a ticket for that. I asked, “Why is the queue filling up? It’s only 14 days.” Greg writes back and explains that it depends on how many shards you search, so if you have five shards in 14 days, that multiplies out to 70 shards. And if you search 90 days of shards, it’s pretty much hopeless. What happens is that when you do a search, it creates an item on the thread queue for each shard that you search. Then it really adds up. Coming to understand this was really important for getting our application to work with many users searching at the same time. Greg, would you elaborate on scenarios in which you've been able to proactively help Geena and the team with their environment? Greg: Geena and her team are fairly adept, so they don’t necessarily need a lot of guidance on the things that are mapped out explicitly. What they generally come to me for are explanations of how things work. Like, how does the number of shards that you have impact your actual search, especially when you have this many indexes? Or, when you get a rejection, what’s the process going on behind the scenes in the actual execution queues? How are those things queued up, and why do you get a rejection versus the next one going through? Things like that. It’s a more consultative relationship. It’s a conversation, and at the end, the results of the conversation tend to present the solution. Symantec has been engaged with Elastic for two years now. What makes it worthwhile? Geena:The educational part makes it worthwhile, like learning not just the number of shards to use but why. I can do that for a lot of use cases now, we can make good decisions, and some shard counts are going to be different for different use cases. The Elastic ecosystem keeps expanding with new features and products. Now that I consult for so many Norton Engineering product groups, I need to learn quickly. Having a dedicated support engineer is having a mentor that helps me grow. This gives me confidence in my technical knowledge when speaking with my engineering colleagues at Symantec. Is there anything we haven't asked that you would like to add? Geena: The best thing I can say is that even though I have a PhD in computer science and I've been doing search applications since 1998, I still get a lot of value out of Greg's support. Even after two years, I'm just running into more interesting challenges, and it keeps paying off.&nbsp; Interested in other customer stories? Check out <a href="https://www.elastic.co/blog/behind-the-elastic-stack-working-with-usaa">USAA's cybersecurity use case</a> with the Elastic Stack or <a href="https://www.elastic.co/blog/behind-the-elastic-stack-working-with-usaa">Vandis' centralized logging and syslog threat analysis story</a>.

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Elastic Support: An Investment That Keeps Paying Off at Symantec

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Articles by Lauren Johnson

Getting Started with APM for the Elastic Stack - A Recap

Insider's Guide to Elastic{ON} 2017

Elastic Support: An Investment That Keeps Paying Off at Symantec

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