|By Jyoti Bansal||
|July 11, 2014 12:15 PM EDT||
The other day I found myself in a discussion with a prospect regarding the merits of capturing complete stack traces for every transaction that flowed through their production system. You see AppDynamics doesn’t do that; we capture problematic business transactions, and this bloke seemed concerned someone would one day ask him for the details of a specific transaction that our method would leave him underprepared to fulfill. As the conversation played on, we explored the cost – both literal, in the sense of hardware required for data warehousing, and virtual, like the compounding impact additional polling during bad times has on performance. Ultimately we arrived at the conclusion that understanding your haystack is better than having the haystack. This point can be subtle, so let’s explore how we got there…
Since AppDynamics automatically baselines business transactions, we can very quickly tell the difference between a normal transaction and an outlier, or in the context of this analogy: hay vs. needles. When we encounter a piece of hay we record the metadata of the transaction. You know: how long the strand is, where it resides, who put it in the stack, etc. In fact, the part of me that humbly struggles with homonyms likes to think of this as a piece of “hey.” I imagine someone (a business transaction) flying past me on the highway and waiving “heeeyy!” as I feverishly jot down some key details about their ride. For the most part I already know enough about them, they’re speeding along unabated, just like the plethora of friends to follow, no need to dig too deep, just note the event so we can better understand our “heystack.”
In contrast, when a particular transaction performs several standard deviations outside of the norm, or perhaps worse than a given threshold, we need to know more than “it’s slow.” This is where the context before content idea really starts to come into light. Because we know what a good piece of hay looks like, and because we understand how our virtual haystack looks at any given moment, we have the context to both appreciate and spot the needles – the need for content. Needles are special. They’re shiny. And you probably want to trade them for hay. So we need to know all their specs. We need content.
No worries, that’s why AppDynamics captures complete transaction flows for these items. But what if – returning to the highway analogy for a moment – a funeral procession (a bout of bad performance) drives by? The act of gathering information during this kind of needle storm could exacerbate the issue and result in exaggerated wait times, inaccurate information, and a unnecessarily pitiful user experience. Well we have the context to understand when that’s happening so AppDynamics will automatically throttle back needle gathering to ensure our application never negatively impacts yours. Remember the ultimate goal here is to ensure you have all the tools you need to deliver an exceptional user experience, in the short and long term.
Thinking about the long term for a moment … we should probably use this information to improve the performance of the application. So let’s pass the data about the problems along, shall we? But … if all you ever gave your team were needles, they might forget what hay looks like. This lack of context could hinder their ability to remediate issues. To mitigate these risks, AppDynamics will snag the occasional piece of hay… just for comparison’s sake and ensure your team, your developers, have all the context and content they need to improve the performance of your applications.
So as you can see, you don’t need to house an entire haystack to effectively identify and remediate problems. With a clear understanding of what the haystack would look like – a holographic haystack, if you will – a few pieces of hay for reference, and a spotlight on all your needles, you’ll have everything you need to see, act, and know more quickly than ever before.
Also check out how Citrix uses AppDynamics to capture business transactions, increase visibility, and lower their MTTR for their complex applications.
Take five minutes to get complete visibility into the performance, and start finding those needles, of your production applications with AppDynamics today.
The post Holographic Haystacks — Capturing Business Transactions written by Erin Fetsko appeared first on Application Performance Monitoring Blog from AppDynamics.
The explosion of new web/cloud/IoT-based applications and the data they generate are transforming our world right before our eyes. In this rush to adopt these new technologies, organizations are often ignoring fundamental questions concerning who owns the data and failing to ask for permission to conduct invasive surveillance of their customers. Organizations that are not transparent about how their systems gather data telemetry without offering shared data ownership risk product rejection, regu...
Apr. 23, 2017 07:45 AM EDT Reads: 357
Multiple data types are pouring into IoT deployments. Data is coming in small packages as well as enormous files and data streams of many sizes. Widespread use of mobile devices adds to the total. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists will look at the tools and environments that are being put to use in IoT deployments, as well as the team skills a modern enterprise IT shop needs to keep things running, get a handle on all this data, and deli...
Apr. 23, 2017 07:45 AM EDT Reads: 1,730
Quickly find the root cause of complex database problems slowing down your applications. Up to 88% of all application performance issues are related to the database. DPA’s unique response time analysis shows you exactly what needs fixing - in four clicks or less. Optimize performance anywhere. Database Performance Analyzer monitors on-premises, on VMware®, and in the Cloud, including Amazon® AWS and Azure™ virtual machines.
Apr. 23, 2017 07:15 AM EDT Reads: 1,406
SYS-CON Events announced today that Grape Up will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct. 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Grape Up is a software company specializing in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market across the U.S. and Europe, Grape Up works with a variety of customers from emergi...
Apr. 23, 2017 07:00 AM EDT Reads: 1,416
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy.
Apr. 23, 2017 04:45 AM EDT Reads: 2,714
SYS-CON Events announced today that Super Micro Computer, Inc., a global leader in compute, storage and networking technologies, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Supermicro (NASDAQ: SMCI), the leading innovator in high-performance, high-efficiency server technology, is a premier provider of advanced server Building Block Solutions® for Data Center, Cloud Computing, Enterprise IT, Hadoop/...
Apr. 23, 2017 04:00 AM EDT Reads: 1,628
Amazon has gradually rolled out parts of its IoT offerings in the last year, but these are just the tip of the iceberg. In addition to optimizing their back-end AWS offerings, Amazon is laying the ground work to be a major force in IoT – especially in the connected home and office. Amazon is extending its reach by building on its dominant Cloud IoT platform, its Dash Button strategy, recently announced Replenishment Services, the Echo/Alexa voice recognition control platform, the 6-7 strategic...
Apr. 23, 2017 03:45 AM EDT Reads: 4,507
Bert Loomis was a visionary. This general session will highlight how Bert Loomis and people like him inspire us to build great things with small inventions. In their general session at 19th Cloud Expo, Harold Hannon, Architect at IBM Bluemix, and Michael O'Neill, Strategic Business Development at Nvidia, discussed the accelerating pace of AI development and how IBM Cloud and NVIDIA are partnering to bring AI capabilities to "every day," on-demand. They also reviewed two "free infrastructure" pr...
Apr. 23, 2017 03:30 AM EDT Reads: 253
Judith Hurwitz is president and CEO of Hurwitz & Associates, a Needham, Mass., research and consulting firm focused on emerging technology, including big data, cognitive computing and governance. She is co-author of the book Cognitive Computing and Big Data Analytics, published in 2015. Her Cloud Expo session, "What Is the Business Imperative for Cognitive Computing?" is scheduled for Wednesday, June 8, at 8:40 a.m. In it, she puts cognitive computing into perspective with its value to the busin...
Apr. 23, 2017 03:15 AM EDT Reads: 3,398
Blockchain is a shared, secure record of exchange that establishes trust, accountability and transparency across supply chain networks. Supported by the Linux Foundation's open source, open-standards based Hyperledger Project, Blockchain has the potential to improve regulatory compliance, reduce cost and time for product recall as well as advance trade. Are you curious about Blockchain and how it can provide you with new opportunities for innovation and growth? In her session at 20th Cloud Exp...
Apr. 23, 2017 02:45 AM EDT Reads: 1,188
SYS-CON Events announced today that Hitachi, the leading provider the Internet of Things and Digital Transformation, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Hitachi Data Systems, a wholly owned subsidiary of Hitachi, Ltd., offers an integrated portfolio of services and solutions that enable digital transformation through enhanced data management, governance, mobility and analytics. We help globa...
Apr. 23, 2017 02:45 AM EDT Reads: 1,605
Cognitive Computing is becoming the foundation for a new generation of solutions that have the potential to transform business. Unlike traditional approaches to building solutions, a cognitive computing approach allows the data to help determine the way applications are designed. This contrasts with conventional software development that begins with defining logic based on the current way a business operates. In her session at 18th Cloud Expo, Judith S. Hurwitz, President and CEO of Hurwitz & ...
Apr. 23, 2017 01:45 AM EDT Reads: 8,594
Financial Technology has become a topic of intense interest throughout the cloud developer and enterprise IT communities. Accordingly, attendees at the upcoming 20th Cloud Expo at the Javits Center in New York, June 6-8, 2017, will find fresh new content in a new track called FinTech.
Apr. 22, 2017 11:45 PM EDT Reads: 2,037
SYS-CON Events announced today that Interoute, owner-operator of one of Europe's largest networks and a global cloud services platform, has been named “Bronze Sponsor” of SYS-CON's 20th Cloud Expo, which will take place on June 6-8, 2017 at the Javits Center in New York, New York. Interoute is the owner-operator of one of Europe's largest networks and a global cloud services platform which encompasses 12 data centers, 14 virtual data centers and 31 colocation centers, with connections to 195 add...
Apr. 22, 2017 11:15 PM EDT Reads: 1,440
In recent years, containers have taken the world by storm. Companies of all sizes and industries have realized the massive benefits of containers, such as unprecedented mobility, higher hardware utilization, and increased flexibility and agility; however, many containers today are non-persistent. Containers without persistence miss out on many benefits, and in many cases simply pass the responsibility of persistence onto other infrastructure, adding additional complexity.
Apr. 22, 2017 10:15 PM EDT Reads: 1,847
@DevOpsSummit at Cloud taking place June 6-8, 2017, at Javits Center, New York City, is co-located with the 20th International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long developm...
Apr. 22, 2017 10:15 PM EDT Reads: 1,797
The age of Digital Disruption is evolving into the next era – Digital Cohesion, an age in which applications securely self-assemble and deliver predictive services that continuously adapt to user behavior. Information from devices, sensors and applications around us will drive services seamlessly across mobile and fixed devices/infrastructure. This evolution is happening now in software defined services and secure networking. Four key drivers – Performance, Economics, Interoperability and Trust ...
Apr. 22, 2017 09:15 PM EDT Reads: 3,438
Grape Up is a software company, specialized in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market across the USA and Europe, we work with a variety of customers from emerging startups to Fortune 1000 companies.
Apr. 22, 2017 08:00 PM EDT Reads: 1,843
Cloud Expo, Inc. has announced today that Aruna Ravichandran, vice president of DevOps Product and Solutions Marketing at CA Technologies, has been named co-conference chair of DevOps at Cloud Expo 2017. The @DevOpsSummit at Cloud Expo New York will take place on June 6-8, 2017, at the Javits Center in New York City, New York, and @DevOpsSummit at Cloud Expo Silicon Valley will take place Oct. 31-Nov. 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
Apr. 22, 2017 05:30 PM EDT Reads: 2,173
SYS-CON Events announced today that Juniper Networks (NYSE: JNPR), an industry leader in automated, scalable and secure networks, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Juniper Networks challenges the status quo with products, solutions and services that transform the economics of networking. The company co-innovates with customers and partners to deliver automated, scalable and secure network...
Apr. 22, 2017 02:45 PM EDT Reads: 4,616