Welcome!

Cognitive Computing Authors: Carmen Gonzalez, Pat Romanski, Elizabeth White, Yeshim Deniz, Bob Gourley

Related Topics: Containers Expo Blog, Microservices Expo, Microsoft Cloud, Cognitive Computing , Agile Computing, Wearables, Apache

Containers Expo Blog: Article

Web Application Lifecycle Maintenance

A ten-point tune-up check list

Like an automobile, a web application needs occasional maintenance and management over its life cycle. Although it doesn't need oil changes, it will probably need version upgrades. There may not be manufacturer recalls, but sometimes servers fail or hang. An application doesn't need to be washed and detailed, but it does need to be backed up. And both cars and applications need occasional performance tuning.

This article provides a complete list of the system management functions that need to be performed on a standard architecture web application, with a particular emphasis on doing so in an Infrastructure-as-a-Service environment.

1. Evaluation
Anyone who has implemented an application without sufficient evaluation, only to realize too late that it does not solve the business problem, will understand why evaluation is part of the application lifecycle.

Evaluation is facilitated with two primary components: information about the application and a try-before-you-buy capability. Many questions about an application can be answered efficiently with basic feature and function information, and ideally a competitive comparison from several similar applications will give visibility to their strengths and weaknesses. But these are prerequisites rather than substitutes for actually trying and using the product. Ideally, a "test drive" will not require any setup or configuration, since the goal is only to determine whether it meets your needs. You want to spend your evaluation time using the software, not learning how to deploy and configure it.

2. Deployment
Deployment is the tip of the system management iceberg - it is the most visible procedure because you cannot even get started without it.

Automating a deployment has many benefits, even if it is superficially a one-time deployment, because the automation script provides documentation and a kind of checklist to ensure that configuration details are handled properly the next time. If the upgrade is performed by re-deploying to a new server entirely, (this is much easier with virtual machines and cloud servers), then the upgrade process is just a matter of re-running the automation.

Another benefit of automating deployments is that best practices are made repeatable and documented, thereby reducing the chance of human error.

3. Backup
As soon as you begin to use your application, you should begin backing up the data it stores in a location that is both physically and logically separate from the primary data store.

Ideally, a backup contains the minimum unique data necessary to reproduce the state of the system. This keeps the cost of transporting and storing the backups low, which in turn encourages a higher backup frequency.  However, sometimes this minimization should be traded off against the amount of time required to restore the system to working order.

4. Monitoring
Applications and servers fail or bog down unpredictably. Persistent automated monitoring, with appropriate forms of notification (email, text message) frees you from having to explicitly check on the status of the application, but still ensures that you hear about problems when they happen, rather than when they are reported by users hours later.

Importantly, applications must be monitored at the application level - by robotic access through the application itself. It is common for servers and virtual machines to seem perfectly fine while the application is unresponsive. Remember that users and customers do not care about "server uptime" - they just want to use the application or site.

Deeper monitoring can signal trends that suggest that an imminent failure before it happens. For example, by tracking memory utilization and number of web server processes, a monitoring system may be able to predict that a server is about to overload. This type of deeper monitoring can also be useful for automated scaling procedures.

5. Job Scheduling
Many applications have scheduled jobs in addition to monitoring and backups: data rollups, log file archiving, end-of-day reporting.

If the application has this requirement, there must be an easy, flexible, and reliable method of scheduling and automatically performing these jobs. It is common to use cron or Windows Task Scheduler for these procedures, and as long as these tools are accessible this is a workable solution. Even better is an off-server job scheduling mechanism, so that the status of the server and application does not affect whether the job runs and whether failure notifications can be delivered.

6. Upgrades
Most application software and its supporting technology stack are subject to occasional version upgrades and patches.

It is extremely convenient to be able to easily duplicate the entire application environment and perform the upgrade first on a copy. Running manual or automated tests to confirm that the upgrade worked can improve reliability. If the upgrade failed, because (for example) a step was left out or a configuration change conflicts with the new version, the duplicate environment can be used to check and repair these issues and the upgrade process repeated until it works properly. This best practice minimizes the downtime associated with the upgrade.

7. Recovery
Many environments assume that backups will only rarely be used, so accessing them is expensive and possibly time-consuming. In an IaaS environment, with the right tools, it can be relatively easy to retrieve and restore backups to either a production system or to a copy.

Obviously, when a server or application does fail, the first thing to try is to restore the operation of the application in place.  The next thing to try is deploying a new application environment, then restoring a backup or turning a replication slave into the master. The former will result in a loss of data based on how long ago the backup was performed. The latter will typically result in only the very last transaction being lost.  DNS entries must be updated.

Sometimes, a server failure is actually a consequence of an entire data center experiencing downtime.  In this case, it becomes clear why the backups must be kept offsite. The attempt to deploy a new application will fail in the original data center, so it must be performed elsewhere.

Ideally, a management system will provide the optional ability to sequence and automate all these procedures in connection with the monitoring. This can minimize downtime and avoid the need to have staff on call 24x7.

8. Scaling
The cost of frequently changing resources to match load must be weighed against the cost of having excess resources for some time. Burst scaling is much less common and substantially more challenging to handle well.

In single server application deployments, scaling consists of redeploying the application on a server with more memory and/or compute resources. Multi-server deployments are scaled by adding or removing servers from a homogeneous horizontally scalable tier, usually a web tier and possibly a separate application server tier.

In addition to deploying fully configured web or application servers, they must be properly added to (or removed from) a load balancer queue, and this must be done in a way that does not affect active connections. Thus, whether these scale changes are initiated manually or dynamically in response to monitoring output, it is crucial that the deployment (or un-deployment) of resources be automated to avoid configuration errors and to ensure a transparent user experience on the production environment.

9. Tuning
Sometimes application deployments can be tuned to perform better independent of resource scaling.  Typically this involves changing configuration parameters and restarting the web server or rebooting the server.

If system management for the application is largely automated, any manual changes need to be reflected in the automated deployment procedures to ensure that they are reflected in later re-deployments (including restoring backups, deploy from scratch upgrades, and the like). A very sophisticated management system might actually perform tuning automatically based on load and performance characteristics of the application. However, this is unusual because it is typically very application-specific.

10. Utility Management
Many application deployments include utility software that provides, for example, security, log analysis, caching, or email delivery. These utilities are often more challenging to install even than the technology stack or the application itself, and configuring them to connect to the application is almost always tricky. Consequently, a compatibility matrix along with automated deployment procedures to allow independent installation of each utility is an enormous time-saver. Automated removal of these utilities is also crucial, as it can be even more difficult than installation.

Conclusion
We have seen that there are numerous system management activities to be performed in a typical web application deployment. Accomplishing these tasks manually is relatively burdensome and requires a fair amount of skill. In the Infrastructure-as-a-Service world, most of these procedures can be automated or automated with manual initiation; and, further, they can be performed in ways that are more reliable and testable than in a bare-iron data center. With an appropriate IT Process Automation system, a single-tenant application deployment in the cloud can be almost as easy as Software-as-a-Service, but without the attendant loss of control and flexibility.

More Stories By Dave Jilk

Dave Jilk has an extensive business and technical background in both the software industry and the Internet. He currently serves as CEO of Standing Cloud, Inc., a Boulder-based provider of cloud-based application management solutions that he cofounded in 2009.

Dave is a serial software entrepreneur who also founded Wideforce Systems, a service similar to and pre-dating Amazon Mechanical Turk; and eCortex, a University of Colorado licensee that builds neural network brain models for defense and intelligence research programs. He was also CEO of Xaffire, Inc., a developer of web application management software; an Associate Partner at SOFTBANK Venture Capital (now Mobius); and CEO of GO Software, Inc.

Dave earned a Bachelor of Science degree in Computer Science from the Massachusetts Institute of Technology.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


@ThingsExpo Stories
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...
In his keynote at @ThingsExpo, Chris Matthieu, Director of IoT Engineering at Citrix and co-founder and CTO of Octoblu, focused on building an IoT platform and company. He provided a behind-the-scenes look at Octoblu’s platform, business, and pivots along the way (including the Citrix acquisition of Octoblu).
Data is an unusual currency; it is not restricted by the same transactional limitations as money or people. In fact, the more that you leverage your data across multiple business use cases, the more valuable it becomes to the organization. And the same can be said about the organization’s analytics. In his session at 19th Cloud Expo, Bill Schmarzo, CTO for the Big Data Practice at Dell EMC, introduced a methodology for capturing, enriching and sharing data (and analytics) across the organization...
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...
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.
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.
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...
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...
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 ...
The Internet of Things is clearly many things: data collection and analytics, wearables, Smart Grids and Smart Cities, the Industrial Internet, and more. Cool platforms like Arduino, Raspberry Pi, Intel's Galileo and Edison, and a diverse world of sensors are making the IoT a great toy box for developers in all these areas. In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists discussed what things are the most important, which will have the most profound e...
@ThingsExpo has been named the Most Influential ‘Smart Cities - IIoT' Account and @BigDataExpo has been named fourteenth by Right Relevance (RR), which provides curated information and intelligence on approximately 50,000 topics. In addition, Right Relevance provides an Insights offering that combines the above Topics and Influencers information with real time conversations to provide actionable intelligence with visualizations to enable decision making. The Insights service is applicable to eve...
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...
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...
SYS-CON Events announced today that SoftLayer, an IBM Company, has been named “Gold Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York, New York. SoftLayer, an IBM Company, provides cloud infrastructure as a service from a growing number of data centers and network points of presence around the world. SoftLayer’s customers range from Web startups to global enterprises.
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.
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/...
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...
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...
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 & ...
Cybersecurity is a critical component of software development in many industries including medical devices. However, code is not always written to be robust or secure from the unknown or the unexpected. This gap can make medical devices susceptible to cybersecurity attacks ranging from compromised personal health information to life-sustaining treatment. In his session at @ThingsExpo, Clark Fortney, Software Engineer at Battelle, will discuss how programming oversight using key methods can incre...