|By Pete Pickerill||
|March 26, 2014 12:00 PM EDT||
In the final post in this series about bringing DevOps patterns to database change management, we’re going to discuss the Third Way. Here’s a refresher on the Third Way from the introductory post in this series:
The Third Way: Culture of Continual Experimentation & Learning – This way emphasizes the benefits that can be realized through embracing experimentation, risk-taking, and learning from failure. By adopting this kind of attitude, experimentation and risk-taking lead to innovation and improvement while embracing failure allows the organization to produce more resilient products and sharpen skills that allow teams to recover more quickly from unexpected failure when it does occur.
The Third Way is by far the most intriguing of the “The Ways” to me. I’ve spent the lion’s share of my career in early stage start-ups where cycles of experimentation, learning, and failure are the norm. When bringing a new product or service to market, your latest release is never your last. It may not even be the last release this week. You are constantly experimenting with new workflows and technology, learning about your target market, and getting more valuable information from your early failures than your early successes. The Third Way is crucial to the success of an early stage company.
While the benefits of the Third Way still apply to more established companies and product lines, practicing it becomes more difficult. The potential negatives of experimentation and risk-taking are much harder to stomach when you have a large base of paying customers with SLAs. This aversion to risk is most acute when you’re talking about your data platform where outages, performance problems and data loss are not an option. Complicating matters further is how difficult it can be to unwind the database changes that were affected to support a specific version of your app. Application code can usually be uninstalled and replaced with the previous working version fairly simply should problems arise. Reverting the database changes that support that version of the application is more akin to defusing a bomb. Database changes must be reverted delicately and meticulously to avoid errors and omissions that could negatively impact your data platform.
What DBAs and release managers need to facilitate experimentation and risk taking on the data platform is a special combination of tools and process. This combination should make it easy to identify the root cause of issues, quickly remediate problems caused by application schema structure, and revert to a previous version of the schema safely. When we started Datical, we spent several hours in conversation and at white boards exploring these unique needs and hammering out a path to usher the Third Way into regular database activity.
A Rollback Designed With Every Change
The biggest problem with experimentation in the data platform is how difficult it is to move backward and forward through your schema’s version history. We feel the best way to bring more flexibility to the process of upgrading and reverting schema is an attitude shift. Your rollback strategy for each database change must become as important as the change itself. The best time to craft your rollback strategy is when the change itself is being designed. When the motivation for the change is fresh in your mind and the dependencies of the object being created, dropped or altered are clearly mapped out, a developer or DBA can better craft a rollback strategy for which every contingency has been considered. This leads to a stronger safety net and makes your application schema as agile and easily managed as your application code. The database is no longer preventing you from being bold but quickly and safely moving between versions to accommodate experimentation.
The Richness of Model Based Comparison & Remediation
I’m a native Texan, born and raised in Austin. I know the jokes about how proud and vocal Texans can be about their home state. That being said, I spend more time telling people about the model based approach Datical has applied to Database Change Management than I do telling them how wonderful it is that I was fortunate enough to be born in the best state in the country. The advantages of the model based approach really shine through when it comes to experimentation and troubleshooting. The model allows you to annotate all objects and modifications to your application’s schema with the business reason that prompted them. This detailed history is invaluable when designing new changes or refactoring your schema as part of an experimental exercise. You immediately know what objects are most crucial, what your dependencies are, what areas you need to tread lightly in, and what areas are ripe for experimentation due to the changing needs of your business. Designing intelligently eliminates risk.
Troubleshooting with models is also dramatically faster and more reliable than other methods. Programmatically comparing models allows you to determine the differences between two databases much more quickly than manually comparing diagrams or SQL scripts. You know with certainty exactly what has changed and what is missing in a fraction of the time that human review takes.
Once you have identified the differences, remediation is as simple plugging one, some or all of the determined differences into the model and deploying those changes to the non-compliant instance.
Flexible Quick Rollback
If you’ve taken our advice to implement your rollback strategy when you implement a change, recovering from disaster becomes testable, fast, and simple. Before going to production or a sensitive environment, you should always test your rollback steps in dev, test and staging. This will allow you to make any tweaks or changes to your rollback strategy before you are in a pinch. Think of it like testing your smoke alarm. Hopefully you’ll never need it, but it’s nice to know that it’ll work if you do.
Let’s say the worst happens. You deploy a new set of database changes and the application performance degrades or errors are logged. The decision is made to revert the entire installation to the previous version. Because you have carefully designed, tested and refined your rollback strategy, rolling back the database changes becomes a push button operation or a single invocation of a command line tool. No more running disparate SQL scripts or undoing changes on the fly. You can be confident that your database has been returned to the same state it was in before the upgrade.
The database has long been handled with kid gloves and for good reason. Data is a precious resource for consumers and businesses. Consumers provide data to businesses and trust that it will be kept safe and used to offer them better products and services. Businesses rely on data to strategize, grow, and become more efficient and profitable. It is the lifeblood of our economy. As our ability to collect and process data becomes greater and greater, the rate at which an enterprise must move on what is learned from that data becomes linearly faster. Data must be kept safe, but the database must become more agile to accommodate the growing pressure for faster value realization of business intelligence initiatives. DevOps patterns hold the key to this necessary agility while maintaining or improving the security and integrity of data stores. The database and DBAs need to be brought into the application design process earlier and must be treated as the first class stakeholder and commodity that they are. Companies that acknowledge this and move to adopt DevOps patterns and include their database teams will be at a distinct competitive advantage to those that don’t. Don’t miss the boat!
SYS-CON Events announced today that Ciqada will exhibit at SYS-CON's @ThingsExpo, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. Ciqada™ makes it easy to connect your products to the Internet. By integrating key components - hardware, servers, dashboards, and mobile apps - into an easy-to-use, configurable system, your products can quickly and securely join the internet of things. With remote monitoring, control, and alert messaging capability, you will meet your customers' needs of tomorrow - today! Ciqada. Let your products take flight. For more inform...
Apr. 18, 2015 07:00 AM EDT Reads: 1,489
SYS-CON Events announced today that GENBAND, a leading developer of real time communications software solutions, has been named “Silver Sponsor” of SYS-CON's WebRTC Summit, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. The GENBAND team will be on hand to demonstrate their newest product, Kandy. Kandy is a communications Platform-as-a-Service (PaaS) that enables companies to seamlessly integrate more human communications into their Web and mobile applications - creating more engaging experiences for their customers and boosting collaboration and productiv...
Apr. 18, 2015 06:00 AM EDT Reads: 2,194
SYS-CON Events announced today that BroadSoft, the leading global provider of Unified Communications and Collaboration (UCC) services to operators worldwide, has been named “Gold Sponsor” of SYS-CON's WebRTC Summit, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. BroadSoft is the leading provider of software and services that enable mobile, fixed-line and cable service providers to offer Unified Communications over their Internet Protocol networks. The Company’s core communications platform enables the delivery of a range of enterprise and consumer calling...
Apr. 18, 2015 05:30 AM EDT Reads: 2,127
VoxImplant has announced full WebRTC support in the newest versions of its Android SDK and iOS SDK. The updated SDKs, which enable audio and video calls on mobile devices, are now compatible with the WebRTC standard to allow any mobile app to communicate with WebRTC-enabled browsers, including Google Chrome, Mozilla Firefox, Opera, and, when available, Microsoft Spartan. The WebRTC-updated SDKs represent VoxImplant's continued leadership in simplifying the development of real-time communications (RTC) services for app developers. VoxImplant (built by Zingaya, the real-time communication servi...
Apr. 18, 2015 02:45 AM EDT Reads: 1,772
The IoT Bootcamp is coming to Cloud Expo | @ThingsExpo on June 9-10 at the Javits Center in New York. Instructor. Registration is now available at http://iotbootcamp.sys-con.com/ Instructor Janakiram MSV previously taught the famously successful Multi-Cloud Bootcamp at Cloud Expo | @ThingsExpo in November in Santa Clara. Now he is expanding the focus to Janakiram is the founder and CTO of Get Cloud Ready Consulting, a niche Cloud Migration and Cloud Operations firm that recently got acquired by Aditi Technologies. He is a Microsoft Regional Director for Hyderabad, India, and one of the f...
Apr. 18, 2015 01:00 AM EDT Reads: 863
SYS-CON Events announced today that Optimal Design, an Internet of Things solution provider, will exhibit at SYS-CON's Internet of @ThingsExpo, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. Optimal Design is an award winning product development firm offering industrial design and engineering services to the consumer, medical, and defense markets.
Apr. 17, 2015 05:30 PM EDT Reads: 1,562
SYS-CON Events announced today that Vicom Computer Services, Inc., a provider of technology and service solutions, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. They are located at booth #427. Vicom Computer Services, Inc. is a progressive leader in the technology industry for over 30 years. Headquartered in the NY Metropolitan area. Vicom provides products and services based on today’s requirements around Unified Networks, Cloud Computing strategies, Virtualization around Software defined Data Ce...
Apr. 17, 2015 02:00 PM EDT Reads: 1,304
What exactly is a cognitive application? In her session at 16th Cloud Expo, Ashley Hathaway, Product Manager at IBM Watson, will look at the services being offered by the IBM Watson Developer Cloud and what that means for developers and Big Data. She'll explore how IBM Watson and its partnerships will continue to grow and help define what it means to be a cognitive service, as well as take a look at the offerings on Bluemix. She will also check out how Watson and the Alchemy API team up to offer disruptive APIs to developers.
Apr. 17, 2015 12:00 PM EDT Reads: 1,386
The 17th International Cloud Expo has announced that its Call for Papers is open. 17th International Cloud Expo, to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, brings together Cloud Computing, APM, APIs, Microservices, Security, Big Data, Internet of Things, DevOps and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal today!
Apr. 17, 2015 12:00 PM EDT Reads: 2,042
With IoT exploding, massive data will transform businesses with opportunities to monetize almost anything that can be measured. In this C-Level Roundtable Discussion at @ThingsExpo, Brendan O’Brien, Aria Systems Co-founder and Chief Evangelist, will lead an expert panel of consultants, thought leaders and practitioners who will look at these new monetization trends, discuss the implications, and detail lessons learned from their collective experience. Finally, the panel will point the way forward for enterprises who wish to leverage the resulting complex recurring revenue models, adding valu...
Apr. 17, 2015 11:15 AM EDT Reads: 1,366
How is unified communications transforming the way businesses operate? In his session at WebRTC Summit, Arvind Rangarajan, Director of Product Marketing at BroadSoft, will discuss how to extend unified communications experience outside the enterprise through WebRTC. He will also review use cases across different industry verticals. Arvind Rangarajan is Director, Product Marketing at BroadSoft. He has over 19 years of experience in the telecommunications industry in various roles such as Software Development, Product Management and Product Marketing, applied across Wireless, Unified Communic...
Apr. 17, 2015 09:45 AM EDT Reads: 1,529
Buzzword alert: Microservices and IoT at a DevOps conference? What could possibly go wrong? Join this panel of experts as they peel away the buzz and discuss the important architectural principles behind implementing IoT solutions for the enterprise. As remote IoT devices and sensors become increasingly intelligent, they become part of our distributed cloud environment, and we must architect and code accordingly. At the very least, you’ll have no problem filling in your buzzword bingo cards.
Apr. 16, 2015 05:30 PM EDT Reads: 2,097
Internet of Things (IoT) will be a hybrid ecosystem of diverse devices and sensors collaborating with operational and enterprise systems to create the next big application. In their session at @ThingsExpo, Bramh Gupta, founder and CEO of robomq.io, and Fred Yatzeck, principal architect leading product development at robomq.io, will discuss how choosing the right middleware and integration strategy from the get-go will enable IoT solution developers to adapt and grow with the industry, while at the same time reduce Time to Market (TTM) by using plug and play capabilities offered by a robust I...
Apr. 13, 2015 12:15 PM EDT Reads: 1,870
@ThingsExpo has been named the Top 5 Most Influential Internet of Things Brand by Onalytica in the ‘The Internet of Things Landscape 2015: Top 100 Individuals and Brands.' Onalytica analyzed Twitter conversations around the #IoT debate to uncover the most influential brands and individuals driving the conversation. Onalytica captured data from 56,224 users. The PageRank based methodology they use to extract influencers on a particular topic (tweets mentioning #InternetofThings or #IoT in this case) takes into account the number and quality of contextual references that a user receives.
Apr. 12, 2015 04:00 PM EDT Reads: 1,892
SYS-CON Events announced today that Dyn, the worldwide leader in Internet Performance, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. Dyn is a cloud-based Internet Performance company. Dyn helps companies monitor, control, and optimize online infrastructure for an exceptional end-user experience. Through a world-class network and unrivaled, objective intelligence into Internet conditions, Dyn ensures traffic gets delivered faster, safer, and more reliably than ever.
Apr. 11, 2015 09:15 AM EDT Reads: 2,222
IoT is still a vague buzzword for many people. In his session at @ThingsExpo, Mike Kavis, Vice President & Principal Cloud Architect at Cloud Technology Partners, discussed the business value of IoT that goes far beyond the general public's perception that IoT is all about wearables and home consumer services. He also discussed how IoT is perceived by investors and how venture capitalist access this space. Other topics discussed were barriers to success, what is new, what is old, and what the future may hold. Mike Kavis is Vice President & Principal Cloud Architect at Cloud Technology Pa...
Apr. 11, 2015 09:00 AM EDT Reads: 6,009
The only place to be June 9-11 is Cloud Expo & @ThingsExpo 2015 East at the Javits Center in New York City. Join us there as delegates from all over the world come to listen to and engage with speakers & sponsors from the leading Cloud Computing, IoT & Big Data companies. Cloud Expo & @ThingsExpo are the leading events covering the booming market of Cloud Computing, IoT & Big Data for the enterprise. Speakers from all over the world will be hand-picked for their ability to explore the economic strategies that utility/cloud computing provides. Whether public, private, or in a hybrid form, clo...
Apr. 8, 2015 02:30 PM EDT Reads: 3,985
The WebRTC Summit 2015 New York, to be held June 9-11, 2015, at the Javits Center in New York, NY, announces that its Call for Papers is open. Topics include all aspects of improving IT delivery by eliminating waste through automated business models leveraging cloud technologies. WebRTC Summit is co-located with 16th International Cloud Expo, @ThingsExpo, Big Data Expo, and DevOps Summit.
Apr. 8, 2015 09:00 AM EDT Reads: 2,270
As Marc Andreessen says software is eating the world. Everything is rapidly moving toward being software-defined – from our phones and cars through our washing machines to the datacenter. However, there are larger challenges when implementing software defined on a larger scale - when building software defined infrastructure. In his session at 16th Cloud Expo, Boyan Ivanov, CEO of StorPool, will provide some practical insights on what, how and why when implementing "software-defined" in the datacenter.
Apr. 7, 2015 12:00 PM EDT Reads: 1,487
While not quite mainstream yet, WebRTC is starting to gain ground with Carriers, Enterprises and Independent Software Vendors (ISV’s) alike. WebRTC makes it easy for developers to add audio and video communications into their applications by using Web browsers as their platform. But like any market, every customer engagement has unique requirements, as well as constraints. And of course, one size does not fit all. In her session at WebRTC Summit, Dr. Natasha Tamaskar, Vice President, Head of Cloud and Mobile Strategy at GENBAND, will explore what is needed to take a real time communications ...
Apr. 6, 2015 10:00 AM EDT Reads: 1,636