Welcome!

Machine Learning Authors: Yeshim Deniz, Liz McMillan, Elizabeth White, Pat Romanski, Ed Featherston

Blog Feed Post

What Customers expect in a new generation APM (2.0) solution

In the last blog, I discussed the challenges with an APM 1.0 solution. 

 

As an application owner or application support personnel, you want to

  • Exceed service levels and avoid costly, reputation-damaging application failures through improved visibility into the end-user experience
  • Ensure reliable, high-performing applications by detecting problems faster and prioritizing issues based on service levels and impacted users
  • Improve time to market with new applications, features, and technologies, such as virtualization, acceleration, and cloud-based services

 

The APM 2.0 products enable you manage application performance leading with real user activity monitoring. Following are some of the top functionalities they provide that help you achieve your business objectives.

Visibility to real users and end-user driven diagnostics

  • APM 2.0 solutions provide visibility to end-to-end application performance as experience by real end users and help application support to focus on critical issues affecting end-users.

 

The dashboard shown in Figure 1, as an example, provides visibility of application performance as experienced by users in real-time.

 

image001.png

 

 

  • As an application owner, you probably care about which users are impacted, what pages they are navigating and what kind of errors they are getting. You want your APM product to improve MTTR by identifying what is causing the latency issues or failure e.g. network, load balancer, ADN like Akamai, SSL or the application tier itself. Figure 2 shows a specific user session and what pages the user navigated and identified that the application tier is the cause.

image003.png

  • The “details” link in Figure 2 allows the application support personnel to drill down further which application tier is the culprit for the slow or failed transaction in context to the specific user. This allows the application support personnel to track end-user request to the line of the code.

Ease of use and superior time-to-value

You want to use a product that is simple to use for your application support / operation team.

  • A modern APM solution does not require manual definition of instrumentation policies.
  • It should not require manual changes such as Java script injection for visibility to the end user.
  • APM 2.0 tools provide ability to drill down from end-user to deep-dive for diagnostics and drill up from deep-dive data to identify the impacted user and the context for the transaction without having to do a manual correlation, jumping between consoles.
  • The agent install is typically a 5-10 mts process in the modern APM deep-dive tools.
  • The APM 2.0 deep-dive solution provides automatic detection of application servers, business transactions, frameworks etc.

 

Figure 3 shows a specific user transaction request and latencies by tiers. It also shows the SQL and latencies information.

 

image005.png

 

Suitable for production deployment

  • The real user monitoring tool should be non-invasive in nature and it should put additional overhead on application response time.
  • You should be able to deploy an always-on, deep-dive monitoring and diagnostic solution for your production enterprise and cloud-based applications.
  • It should work in an agile environment without having to configure new instrumentation policies with application releases.
  • It should scale for a large production deployment to 1000s of application servers that you want to manage in your production environment.

 

Operations Ready product and enables DevOps collaboration

The APM 1.0 products were originally built for developers and hence they were not very intuitive for operations use. The APM 2.0 products are operations friendly. Also you would expect some of those to enable DevOps collaboration for intelligent escalation to development.

  • Most application support personnel do not understand what frameworks or application technologies used by an application. The majority deep-dive tools in the market move very fast from a transaction view to line of code thus being not providing much value to operations team.

 

For example, Figure 4 shows the transaction break-down by specific technologies used by the transaction. This also provides baselines for different tiers and the system resource usage along with tiers to make intelligent decision. Figure 3 shows an application flow map for a specific transaction and time spent in each SQL or a remote web service call without having to drill down to the line of code.

image007.png

 

  • There are many instances operations team need to escalate problems to developers. The tool should allow application support personnel to escalate to Tier 3/development for diagnostics by sending a direct link to the diagnostic instance. However in many organizations, developers do not have access to production environment and as shown in Figure 5, solution from BMC allows exporting the diagnostics data call tree with latency, parameters, etc in a HTML format.

 

image009.png

Adaptive to virtualization and Cloud environment

The new APM 2.0 products are purpose-built and architected for cloud and virtualized environments. 

  • The APM 2.0 product components and agents are designed to communicate in a firewall-friendly protocol and can be encrypted / secured.
  • They support virtualized and dynamic environment without causing a lot of false alerts.
  • They support modern cloud frameworks and Big Data platforms such as Hadoop.

 

Conclusion

The APM 2.0 solution provides the functionalities that you need to manage your applications that will help exceed business expectations and increase customer loyalty. These tools provide capability to improve time to market. These provide you understanding how application performance affects user behavior — and how that behavior impacts the bottom line. You can leverage an APM 2.0 solutionlike BMC Application Performance Management to improve your application performance and thus meeting your business objectives.

Read the original blog entry...

More Stories By Debu Panda

Debu Panda is a Director of Product Management at Oracle Corporation. He is lead author of the EJB 3 in Action (Manning Publications) and Middleware Management (Packt). He has more than 20 years of experience in the IT industry and has published numerous articles on enterprise Java technologies and has presented at many conferences. Debu maintains an active blog on enterprise Java at http://debupanda.blogspot.com.

@CloudExpo Stories
Join IBM November 1 at 21st Cloud Expo at the Santa Clara Convention Center in Santa Clara, CA, and learn how IBM Watson can bring cognitive services and AI to intelligent, unmanned systems. Cognitive analysis impacts today’s systems with unparalleled ability that were previously available only to manned, back-end operations. Thanks to cloud processing, IBM Watson can bring cognitive services and AI to intelligent, unmanned systems. Imagine a robot vacuum that becomes your personal assistant tha...
Data scientists must access high-performance computing resources across a wide-area network. To achieve cloud-based HPC visualization, researchers must transfer datasets and visualization results efficiently. HPC clusters now compute GPU-accelerated visualization in the cloud cluster. To efficiently display results remotely, a high-performance, low-latency protocol transfers the display from the cluster to a remote desktop. Further, tools to easily mount remote datasets and efficiently transfer...
SYS-CON Events announced today that TidalScale 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. TidalScale is the leading provider of Software-Defined Servers that bring flexibility to modern data centers by right-sizing servers on the fly to fit any data set or workload. TidalScale’s award-winning inverse hypervisor technology combines multiple commodity servers (including their ass...
As hybrid cloud becomes the de-facto standard mode of operation for most enterprises, new challenges arise on how to efficiently and economically share data across environments. In his session at 21st Cloud Expo, Dr. Allon Cohen, VP of Product at Elastifile, will explore new techniques and best practices that help enterprise IT benefit from the advantages of hybrid cloud environments by enabling data availability for both legacy enterprise and cloud-native mission critical applications. By rev...
Infoblox delivers Actionable Network Intelligence to enterprise, government, and service provider customers around the world. They are the industry leader in DNS, DHCP, and IP address management, the category known as DDI. We empower thousands of organizations to control and secure their networks from the core-enabling them to increase efficiency and visibility, improve customer service, and meet compliance requirements.
In his session at 21st Cloud Expo, Michael Burley, a Senior Business Development Executive in IT Services at NetApp, will describe how NetApp designed a three-year program of work to migrate 25PB of a major telco's enterprise data to a new STaaS platform, and then secured a long-term contract to manage and operate the platform. This significant program blended the best of NetApp’s solutions and services capabilities to enable this telco’s successful adoption of private cloud storage and launchi...
With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend 21st Cloud Expo October 31 - November 2, 2017, at the Santa Clara Convention Center, CA, and June 12-14, 2018, at the Javits Center in New York City, NY, and learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation.
SYS-CON Events announced today that N3N will exhibit at SYS-CON's @ThingsExpo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. N3N’s solutions increase the effectiveness of operations and control centers, increase the value of IoT investments, and facilitate real-time operational decision making. N3N enables operations teams with a four dimensional digital “big board” that consolidates real-time live video feeds alongside IoT sensor data a...
Amazon is pursuing new markets and disrupting industries at an incredible pace. Almost every industry seems to be in its crosshairs. Companies and industries that once thought they were safe are now worried about being “Amazoned.”. The new watch word should be “Be afraid. Be very afraid.” In his session 21st Cloud Expo, Chris Kocher, a co-founder of Grey Heron, will address questions such as: What new areas is Amazon disrupting? How are they doing this? Where are they likely to go? What are th...
In his Opening Keynote at 21st Cloud Expo, John Considine, General Manager of IBM Cloud Infrastructure, will lead you through the exciting evolution of the cloud. He'll look at this major disruption from the perspective of technology, business models, and what this means for enterprises of all sizes. John Considine is General Manager of Cloud Infrastructure Services at IBM. In that role he is responsible for leading IBM’s public cloud infrastructure including strategy, development, and offering ...
In the fast-paced advances and popularity in cloud technology, one of the most critical factors revolves around concerns for security of your critical data. How to assure both your company and your customers they can confidently trust and utilize your cloud environment is most often top on the list. There is a method to evaluating and providing security that exceeds conventional modes of protecting data both within the cloud as well externally on mobile and other devices. With the public failure...
Digital transformation is changing the face of business. The IDC predicts that enterprises will commit to a massive new scale of digital transformation, to stake out leadership positions in the "digital transformation economy." Accordingly, attendees at the upcoming Cloud Expo | @ThingsExpo at the Santa Clara Convention Center in Santa Clara, CA, Oct 31-Nov 2, will find fresh new content in a new track called Enterprise Cloud & Digital Transformation.
SYS-CON Events announced today that NetApp has been named “Bronze Sponsor” of 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. NetApp is the data authority for hybrid cloud. NetApp provides a full range of hybrid cloud data services that simplify management of applications and data across cloud and on-premises environments to accelerate digital transformation. Together with their partners, NetApp emp...
The dynamic nature of the cloud means that change is a constant when it comes to modern cloud-based infrastructure. Delivering modern applications to end users, therefore, is a constantly shifting challenge. Delivery automation helps IT Ops teams ensure that apps are providing an optimal end user experience over hybrid-cloud and multi-cloud environments, no matter what the current state of the infrastructure is. To employ a delivery automation strategy that reflects your business rules, making r...
Most technology leaders, contemporary and from the hardware era, are reshaping their businesses to do software. They hope to capture value from emerging technologies such as IoT, SDN, and AI. Ultimately, irrespective of the vertical, it is about deriving value from independent software applications participating in an ecosystem as one comprehensive solution. In his session at @ThingsExpo, Kausik Sridhar, founder and CTO of Pulzze Systems, will discuss how given the magnitude of today's applicati...
Smart cities have the potential to change our lives at so many levels for citizens: less pollution, reduced parking obstacles, better health, education and more energy savings. Real-time data streaming and the Internet of Things (IoT) possess the power to turn this vision into a reality. However, most organizations today are building their data infrastructure to focus solely on addressing immediate business needs vs. a platform capable of quickly adapting emerging technologies to address future ...
As popularity of the smart home is growing and continues to go mainstream, technological factors play a greater role. The IoT protocol houses the interoperability battery consumption, security, and configuration of a smart home device, and it can be difficult for companies to choose the right kind for their product. For both DIY and professionally installed smart homes, developers need to consider each of these elements for their product to be successful in the market and current smart homes.
In his session at 21st Cloud Expo, Raju Shreewastava, founder of Big Data Trunk, will provide a fun and simple way to introduce Machine Leaning to anyone and everyone. Together we will solve a machine learning problem and find an easy way to be able to do machine learning without even coding. Raju Shreewastava is the founder of Big Data Trunk (www.BigDataTrunk.com), a Big Data Training and consulting firm with offices in the United States. He previously led the data warehouse/business intellige...
We all know that end users experience the Internet primarily with mobile devices. From an app development perspective, we know that successfully responding to the needs of mobile customers depends on rapid DevOps – failing fast, in short, until the right solution evolves in your customers' relationship to your business. Whether you’re decomposing an SOA monolith, or developing a new application cloud natively, it’s not a question of using microservices – not doing so will be a path to eventual b...
Transforming cloud-based data into a reportable format can be a very expensive, time-intensive and complex operation. As a SaaS platform with more than 30 million global users, Cornerstone OnDemand’s challenge was to create a scalable solution that would improve the time it took customers to access their user data. Our Real-Time Data Warehouse (RTDW) process vastly reduced data time-to-availability from 24 hours to just 10 minutes. In his session at 21st Cloud Expo, Mark Goldin, Chief Technolo...