|By Dana Gardner||
|December 3, 2012 06:00 AM EST||
The latest BriefingsDirect IT trends discussion targets enterprise backup, why it’s broken, and how to fix it.
Nowadays the backup of enterprise information and associated data protection are fragmented, complex, and inefficient. But new approaches are helping to simplify the data-protection process, keep costs in check, and improve recovery speed and confidence.
Joining us to share insights on how data protection became such a mess -- and how new techniques are being adopted to gain comprehensive and standard control over the data lifecycle -- are John Maxwell, Vice President of Product Management for Data Protection at Quest Software, now part of Dell, and George Crump, Founder and Lead Analyst at Storage Switzerland, an analyst firm focused on the storage market. The chat is moderated by Dana Gardner, Principal Analyst at Interarbor Solutions. [Disclosure: Quest Software is a sponsor of BriefingsDirect podcasts.]
Here are some excerpts:
Gardner: Why has something seemingly as straightforward as backup become so fragmented and disorganized?
Maxwell: Dana, I think it’s a perfect storm, to use an overused cliché. If you look back 20 years ago, we had heterogeneous environments, but they were much simpler. There were NetWare and UNIX, and there was this new thing called Windows. Virtualization didn’t even really exist. We backed up data to tape, and a lot of data was in terabytes, not petabytes.
Flash forward to 2012, and there’s more heterogeneity than ever. You have stalwart databases like Microsoft SQL Server and Oracle, but then you have new apps being built on MySQL. You now have virtualization, and, in fact, we're at the point this year where we're surpassing the 50 percent mark on the number of servers worldwide that are virtualized.
Now we're even starting to see people running multiple hypervisors, so it’s not even just one virtualization platform anymore, either. So the environment has gotten bigger, much bigger than we ever thought it could or would. We have numerous customers today that have data measured in petabytes, and we have a lot more applications to deal with.
And last, but not least, we now have more data that’s deemed mission critical, and by mission critical, I mean data that has to be recovered in less than an hour. Surveys 10 years ago showed that in a typical IT environment, 10 percent of the data was mission critical. Today, surveys show that it’s 50 percent and more.
Crump: I would dovetail into what he just mentioned about mission criticality. There are definitely more platforms, and that’s a challenge, but the expectation of the user is just higher. The term I use for it is IT is getting "Facebooked."
I've had many IT guys say to me, "One of the common responses I get from my users is, 'My Facebook account is never down.'" So there is this really high expectation on availability, returning data, and things of that nature that probably isn’t really fair, but it’s reality.
One of the reasons that more data is getting classified as mission critical is just that the expectation that everything will be around forever is much higher.
The other thing that we forget sometimes is that the backup process, especially a network backup, probably unlike any other, stresses every single component in the infrastructure. You're pulling data off of a local storage device on a server, it’s going through that server CPU and memory, it’s going down a network card, down a network cable, to a switch, to another card, into some sort of storage device, be it disk or tape.
So there are 15 things that happen in a backup and all 15 things have to go flawlessly. If one thing is broken, the backup fails, and, of course, it’s the IT guy’s fault. It’s just a complex environment, and I don’t know of another process that pushes on all aspects of the environment in one fell swoop like backup does.
Gardner: So the stakes are higher, the expectations are higher, the scale and volume and heterogeneity are all increased. What does this mean, John, for those that are tasked with managing this, or trying to get a handle on it as a process, rather than a technology-by-technology approach?
Maxwell: There are two issues here. One, you expect today's storage administrator, or sysadmin, to be a database administrator (DBA), a VMware administrator, a UNIX sysadmin, and a Windows admin. That’s a lot of responsibility, but that’s the fact.
A lot of people think that they are going to have as deep level of knowledge on how to recover a Windows server as they would an Oracle database. That’s just not the case, and it's the same thing from a product perspective, from a technology perspective.
Is there really such thing as a backup product, the Swiss Army knife, that does the best of everything? Probably not, because being the best of everything means different things to different accounts. It means one thing for the small to medium-size business (SMB), and it could mean something altogether different for the enterprise.
We've now gotten into a situation where we have the typical IT environment using multiple backup products that, in most cases, have nothing in common. They have a lot of hands in the pot trying to manage data protection and restore data, and it has become a tangled mess.
Gardner: Before we dive a little bit deeper into some of these major areas, I'd like to just visit another issue that’s very top of mind for many organizations, and that’s security, compliance, and business continuity types of issues, risk mitigation issues. George Crump, how important is that to consider, when you look at taking more of a comprehensive or a holistic view of this backup and data-protection issue?
Crump: It's a really critical issue, and there are two ramifications. Probably the one that strikes fear in the heart of every CEO on the planet is all the disclosure laws that exist now that say that, when you lose a customer’s data, you have to let him know. Unfortunately, probably the only effective way to do that is to let everybody know.
I'm sure everybody listening to this podcast has gotten more than one letter already this year saying their Social Security number has been exposed, things like that. I can think of three or four I've already gotten this year.
So there is the downside of legally having to admit you made a mistake, and then there is the legal requirements of retaining information in case of a lawsuit. The traditional thing was that if I got a discovery motion filed against me, I needed to be able to pull this information back, and that was one motivator. But the bigger motivator is having to disclose that we did lose data.
And there's a new one coming in. We're hearing about big data, analytics, and things like that. All of that is based on being able to access old information in some form, pull it back from something, and be able to analyze it.
That is leading many, many organizations to not delete anything. If you don't delete anything, how do you store it? A disk-only type of solution forever, as an example, is a pretty expensive solution. I know disk has gotten a lot cheaper, but forever, that’s a really long time to keep the lights on, so to speak.
Gardner: Let's look at this a bit more from the problem-solution perspective. We have multiple platforms, we have operating systems, hypervisors, application types, even appliances. What's the solution?
Maxwell: The problem is we need to step back, take inventory of what we've got, and choose the right solution to solve the problem at hand, whether you're an SMB or an enterprise.
But the biggest thing we have to address is, with the amount and complexity of the data, how can we make sysadmins, storage administrators, and DBAs productive, and how can we get them all on the same page? Why do each one of these roles in IT have to use different products?
George and I were talking earlier. One of the things that he brought up was that in a lot of companies, data is getting backed up over and over by the DBA, the VMware administrator, and the storage administrator, which is really inefficient. We have to look at a holistic approach, and that may not be one-size-fits-all. It may be choosing the right solutions, yet providing a centered means for administration, reporting, monitoring, etc.
Gardner: Is there anything different and specific about backup that makes this even harder to move from that point solution, best-of-breed mentality, into more of a comprehensive process standardization approach?
Demands and requirements
Crump: It really ties into what John said. Every line of business is going to have its own demands and requirements. To expect not even a backup administrator, but an Oracle administrator that’s managing an Oracle database for a line of business, to understand the nuances of that business and how they want to keep things is a lot to ask.
When backup is broken, the default survival mechanism is to throw everything out, buy the latest enterprise solution, put the stake in the ground, and force everybody to centralize on that one item. That works to a degree, but in every project we've been involved with, there are always three or four exceptions. That means it really didn’t work. You didn't really centralize.
Then there are covert operations of backups happening, where people are backing up data and not telling anybody, because they still don't trust the enterprise application. Eventually, something new comes out. The most immediate example is virtualization, which spawned the birth of several different virtualized specific applications. So bringing all that back in again becomes very difficult.
I agree with John. What you need to do is give the users the tools they want. Users are too sophisticated now for you to say, "This is where we are going to back it up and you've got to live with it." They're just not going to put up with that anymore. It won't work.
So give them the tools that they want. Centralize the process, but not the actual software. I think that's really the way to go.
Gardner: So we recognize that one size fits all probably isn’t going to apply here. We're going to have multiple point solutions. That means integration at some level or multiple levels. That brings us to our next major topic. How do we integrate well without compounding the complexity and the problems set? John?
Maxwell: We've been working on this now for almost two years here at Quest, and now at Dell, and we are launching in November, something called NetVault XA. “XA” stands for Extended Architecture. We have a portfolio of very rich products that span the SMBs and the enterprise, with focus on virtual backup, heterogeneous backup, instantaneous snapshots and deep application recovery, and we’re keenly interested in leveraging those technologies for the DBAs and sysadmins in ways that make their lives easier and make sure they are more productive.
NetVault XA solves some really big issues. First of all, it unifies the user experience across products, and by user, I mean the sysadmin, the DBA, and the storage administrator, across products. The initial release of NetVault XA will support both our vRanger and NetVault Backup, as well as our NetVault SmartDisk product, and next year, we'll be adding even more of our products under NetVault XA as well.
So now we've provided a common means of administration. We have one UI. You don’t have to learn something different. Everyone can work on the same product, yet based on your login ID, you will have access to different things, whether it's data or capabilities, such as restoring an Oracle or SQL Server database, or restoring a virtual machine (VM).
That's a common UI. A lot of vendors right now have a lot of solutions, but they look like they're from three, four, or five different companies. We want to provide a singular user experience, but that's just really the icing on the cake with NetVault XA.
If we go down a little deeper into NetVault XA, once it’s is installed, learning alongside vRanger, NetVault, or both, it's going to self identify that vRanger or NetVault environment, and it's going to allow you to manage it the way that you have already set about from that ability.
We're really delivering a new approach here, one we think is going to be unique in the industry. That's the ability to logically group data and applications within lines of business.
You gave an example earlier of Oracle. Oracle is not an application. Oracle is a platform for applications, and sometimes applications span databases, file systems, and multiple servers. You need to be looking at that from a holistic level, meaning what makes up application A, what makes up application B, C, D, etc.?
Then, what are the service levels for those applications? How mission critical are they? Are they in that 50 percent of data that we've seen from surveys, or are they data that we restored from a week ago? It wouldn’t matter, but then, again, it's having one tool that everyone can use. So you now have a whole different user experience and you're taking up a whole different approach to data protection.
Gardner: There really seems to be a drilling down into these technologies and surfacing information to such a degree that it strikes me as similar to what IT service management (ITSM) did for managing IT systems at a higher level. We're now bringing that to a discrete portion backup and recovery. Does that sound about right, George, or did I overstate it?
Crump: No, that's dead-on. The benefits of that type of architecture are going to be substantial. Imagine if you are the vRanger programmer, when all this started. Instead of having to write half of the backend, you could just plug into a framework that already existed and then focus most of your attention on the particular application or environment that you are going to protect.
You can be releasing the equivalent of vRanger 6 on vRanger 1, because you wouldn’t have to go write this backend that already existed. Also, if you think about it, you end up with a much more reliable software product, because now you're building on a library class that will have been well tested and proven.
Say you want to implement deduplication in a new version of the product or a new product. Instead of having to rewrite your own deduplication engine, just leverage the engine that's already there.
One common means
Maxwell: By having one common means -- whether you're a DBA, a sysadmin, a VMware administrator, or a storage administrator -- you are all on the same page. You can have people all buying into one way of doing things, so we don't have this data being backed up two or three times.
But the other thing that you get, and this is a big issue now, is protecting multiple sites. When we talk about multiple sites, people sometimes say, "You mean multiple data centers. What about all those remote office branch offices?" That right now is a big issue that we see customers running into.
The beauty of NetVault XA is I can now have various solutions implemented, whether it's vRanger running remotely or NetVault in a branch office, and I can be managing it. I can manage all aspects of it to make sure that those backups are running properly, or make sure replication is working properly. It could be halfway around the country or halfway around the world, and this way we have consistency.
Speaking of reporting, as you said earlier, what about a dashboard for management? One of our early users of NetVault XA is a large multinational company with 18 data centers and 250,000 servers. They have had to dedicate people to write service-level reports for their backups. Now, with NetVault XA, they can literally give their IT management, meaning their CIO and their CTOs, login IDs to NetVault XA, and they can see a dashboard that’s been color coded.
It can say, "Well, everything is green, so everything is protected," whether it's the Linux servers, Oracle databases, Exchange email, whatever the case. So by being able to reduce that level of complexity into a single pane of glass -- I know it's a cliché, but it really is -- it's really very powerful for large organizations and small.
Even if you have two or three locations and you're only 500 employees, wouldn’t it be nice to have the ability to look at your backups, your replicas, and your snapshots, whether they're in the data center or in branch offices, and whether you're a sysadmin, DBA, storage administrator, to be using one common interface and one common set of rules to all basically all get on the same plane?
So it's having a means to take an inventory and ensure that the servers are being maintained, that everything is being protected, because next to your employees, your data is the most important asset that you have.
Data is everywhere now. It’s in mobile devices. It certainly could be in cloud-based apps. That's one of the things that we didn’t talk about. At Quest we use seven software-as-a-service (SaaS)-based applications, meaning they're big parts, whether it's Salesforce.com or our helpdesk systems, or even Office 365. This is mission-critical corporate data that doesn’t run in our own data center. How am I protecting that? Am I even cognizant of it?
The cloud has made things even more interesting, just as virtualization has made it more interesting over the past couple of years. With NetVault XA, we give you that one single pane of glass with which you can report, analyze, and manage all of your data.
Gardner: Just to be clear John, this console is something you can view as a web interface, and I'm assuming therefore also through mobile devices. I'm going to guess that at some point, there will perhaps be even a more native application for some of the prominent mobile platforms.
Maxwell: It’s funny that you mentioned that. This is an HTML5-based application. So it's very new, very fresh, and very graphical. If you look at the UI, it was designed with tablets and laptops in mind. It's gotten to where you can do controls with your thumbs, assuming you're running this on a tablet.
In-house, and with early support customers, you can log into this remotely via laptops, or tablet computing. We even have some people using them on mobile phones, even though we're not quite there yet. I'm talking about the form factor of how the screens light up, but we will definitely be going that way. So a sysadmin or storage administrator can have at their fingertips the status of what’s going on in the data-protection environment.
What's nice is because this is a thin client, a web UI, you can define user IDs not only for the sysadmins and DBAs and storage administrators, but like I said earlier, IT management.
So if your boss, or your boss’ boss, wants to dial in and see the health of things, how much data you’re protecting, how much data is being replicated, what data is being protected up in the cloud, which is on-prem, all of that sort of stuff, they can now have a dashboard approach to seeing it all. That’s going to make everyone more productive, and it's going to give them a better sense that this data is being protected, and they can sleep at night.
Gardner: Is there anything here going forward that will make having a process approach to a data lifecycle and backup and recovery even more important?
Maxwell: Dana, you hit on something that's really near and dear to my heart, which is data deduplication. We have a very broad strategy. We offer our own software-based dedupe. We support every major hardware based dedupe appliance out there, and we're now adding support for Dell’s DR Series, DR4000 dedupe appliances. But we're still very much committed to tape, and we're building initiatives based on storing data in the cloud and backing up, replicating, failover, and so forth.
One of the things that we built into NetVault XA that's separate from the policy management and online monitoring is that we now have historical data. This is going to give you the ability to do some capacity management and capacity planning and see what the utilization is.
How much storage are your backups taking? What's the most optimum number of generations? Where are you keeping that data? Is some data being kept too long? Is some data not being kept long enough?
By offering a broad strategy that says we support a plethora of backup targets, whether it's tape, special-purpose backup appliances, software-based dedupe, or even the cloud, we're giving customers flexibility, because they have unique needs and they have different needs, based on service levels or budgets. We want to make them flexible, because, going back to our original discussion, one size doesn’t fit all.
Crump: Just to tie in with what John said, we need flexibility that doesn’t add complexity. Almost everything we've done so far in the environment up to now, has added flexibility, but also, for every ounce of flexibility, it feels like we have added two ounces of complexity, and it's something we just can't afford to deal with. So that's really the key thing.
Looking forward, at least on the horizon, I don't see a big shift, something like virtualization that we need to be overly concerned with. What I do see is the virtual environment becoming more and more challenging, as we stack more and more VMs on it. The amount of I/O and the amount of data protection process that will surround every host is going to continue to increase. So the time is now to really get the bull by the horns and institute a process that will scale with the business long-term.
You may also be interested in:
- For Dell’s Quest Software, BYOD puts users first -- and with IT’s blessing
- New Levels of Automation and Precision Needed to Optimize Backup and Recovery in Virtualized Environments
- Ocean Observatories Initiative: Cloud and Big Data come together to give scientists unprecedented access to essential climate insights
- Case Study: Strategic Approach to Disaster Recovery and Data Lifecycle Management Pays Off for Australia's SAI Global
- Columbia Sportswear extends deep server virtualization to improved ERP operations, disaster recovery efficiencies
SYS-CON Events announced today that Commvault, a global leader in enterprise data protection and information management, has been named “Bronze Sponsor” of SYS-CON's 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Commvault is a leading provider of data protection and information management solutions, helping companies worldwide activate their data to drive more value and business insight and to transform moder...
Sep. 25, 2016 02:30 PM EDT Reads: 2,289
Enterprise IT has been in the era of Hybrid Cloud for some time now. But it seems most conversations about Hybrid are focused on integrating AWS, Microsoft Azure, or Google ECM into existing on-premises systems. Where is all the Private Cloud? What do technology providers need to do to make their offerings more compelling? How should enterprise IT executives and buyers define their focus, needs, and roadmap, and communicate that clearly to the providers?
Sep. 25, 2016 02:00 PM EDT Reads: 1,510
SYS-CON Events announced today the Kubernetes and Google Container Engine Workshop, being held November 3, 2016, in conjunction with @DevOpsSummit at 19th Cloud Expo at the Santa Clara Convention Center in Santa Clara, CA. This workshop led by Sebastian Scheele introduces participants to Kubernetes and Google Container Engine (GKE). Through a combination of instructor-led presentations, demonstrations, and hands-on labs, students learn the key concepts and practices for deploying and maintainin...
Sep. 25, 2016 02:00 PM EDT Reads: 2,572
DevOps at Cloud Expo – being held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA – announces that its Call for Papers is open. Born out of proven success in agile development, cloud computing, and process automation, DevOps is a macro trend you cannot afford to miss. From showcase success stories from early adopters and web-scale businesses, DevOps is expanding to organizations of all sizes, including the world's largest enterprises – and delivering real results. Am...
Sep. 25, 2016 12:45 PM EDT Reads: 4,356
There is little doubt that Big Data solutions will have an increasing role in the Enterprise IT mainstream over time. Big Data at Cloud Expo - to be held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA - has announced its Call for Papers is open. Cloud computing is being adopted in one form or another by 94% of enterprises today. Tens of billions of new devices are being connected to The Internet of Things. And Big Data is driving this bus. An exponential increase is...
Sep. 25, 2016 12:45 PM EDT Reads: 2,407
About a year ago we tuned into “the need for speed” and how a concept like "serverless computing” was increasingly catering to this. We are now a year further and the term “serverless” is taking on unexpected proportions. With some even seeing it as the successor to cloud in general or at least as a successor to the clouds’ poorer cousin in terms of revenue, hype and adoption: PaaS. The question we need to ask is whether this constitutes an example of Hype Hopping: to effortlessly pivot to the ...
Sep. 25, 2016 12:30 PM EDT Reads: 788
DevOps at Cloud Expo, taking place Nov 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 19th 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 dev...
Sep. 25, 2016 12:15 PM EDT Reads: 3,374
The many IoT deployments around the world are busy integrating smart devices and sensors into their enterprise IT infrastructures. Yet all of this technology – and there are an amazing number of choices – is of no use without the software to gather, communicate, and analyze the new data flows. Without software, there is no IT. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists will look at the protocols that communicate data and the emerging data analy...
Sep. 25, 2016 11:00 AM EDT Reads: 1,564
All clouds are not equal. To succeed in a DevOps context, organizations should plan to develop/deploy apps across a choice of on-premise and public clouds simultaneously depending on the business needs. This is where the concept of the Lean Cloud comes in - resting on the idea that you often need to relocate your app modules over their life cycles for both innovation and operational efficiency in the cloud. In his session at @DevOpsSummit at19th Cloud Expo, Valentin (Val) Bercovici, CTO of So...
Sep. 25, 2016 10:00 AM EDT Reads: 1,342
Video experiences should be unique and exciting! But that doesn’t mean you need to patch all the pieces yourself. Users demand rich and engaging experiences and new ways to connect with you. But creating robust video applications at scale can be complicated, time-consuming and expensive. In his session at @ThingsExpo, Zohar Babin, Vice President of Platform, Ecosystem and Community at Kaltura, will discuss how VPaaS enables you to move fast, creating scalable video experiences that reach your...
Sep. 25, 2016 10:00 AM EDT Reads: 923
If you’re responsible for an application that depends on the data or functionality of various IoT endpoints – either sensors or devices – your brand reputation depends on the security, reliability, and compliance of its many integrated parts. If your application fails to deliver the expected business results, your customers and partners won't care if that failure stems from the code you developed or from a component that you integrated. What can you do to ensure that the endpoints work as expect...
Sep. 25, 2016 09:00 AM EDT Reads: 1,559
SYS-CON Events announced today the Enterprise IoT Bootcamp, being held November 1-2, 2016, in conjunction with 19th Cloud Expo | @ThingsExpo at the Santa Clara Convention Center in Santa Clara, CA. Combined with real-world scenarios and use cases, the Enterprise IoT Bootcamp is not just based on presentations but with hands-on demos and detailed walkthroughs. We will introduce you to a variety of real world use cases prototyped using Arduino, Raspberry Pi, BeagleBone, Spark, and Intel Edison. Y...
Sep. 25, 2016 06:30 AM EDT Reads: 2,820
With the rise of Docker, Kubernetes, and other container technologies, the growth of microservices has skyrocketed among dev teams looking to innovate on a faster release cycle. This has enabled teams to finally realize their DevOps goals to ship and iterate quickly in a continuous delivery model. Why containers are growing in popularity is no surprise — they’re extremely easy to spin up or down, but come with an unforeseen issue. However, without the right foresight, DevOps and IT teams may lo...
Sep. 25, 2016 04:30 AM EDT Reads: 910
As applications are promoted from the development environment to the CI or the QA environment and then into the production environment, it is very common for the configuration settings to be changed as the code is promoted. For example, the settings for the database connection pools are typically lower in development environment than the QA/Load Testing environment. The primary reason for the existence of the configuration setting differences is to enhance application performance. However, occas...
Sep. 25, 2016 03:45 AM EDT Reads: 690
When scaling agile / Scrum, we invariable run into the alignment vs autonomy problem. In short: you cannot have autonomous self directing teams if they have no clue in what direction they should go, or even shorter: Alignment breeds autonomy. But how do we create alignment? and what tools can we use to quickly evaluate if what we want to do is part of the mission or better left out? Niel Nickolaisen created the Purpose Alignment model and I use it with innovation labs in large enterprises to de...
Sep. 25, 2016 01:15 AM EDT Reads: 1,232
SYS-CON Events announced today that Numerex Corp, a leading provider of managed enterprise solutions enabling the Internet of Things (IoT), will exhibit at the 19th International Cloud Expo | @ThingsExpo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Numerex Corp. (NASDAQ:NMRX) is a leading provider of managed enterprise solutions enabling the Internet of Things (IoT). The Company's solutions produce new revenue streams or create operating...
Sep. 25, 2016 12:45 AM EDT Reads: 1,942
Information technology is an industry that has always experienced change, and the dramatic change sweeping across the industry today could not be truthfully described as the first time we've seen such widespread change impacting customer investments. However, the rate of the change, and the potential outcomes from today's digital transformation has the distinct potential to separate the industry into two camps: Organizations that see the change coming, embrace it, and successful leverage it; and...
Sep. 25, 2016 12:45 AM EDT Reads: 1,046
While DevOps promises a better and tighter integration among an organization’s development and operation teams and transforms an application life cycle into a continual deployment, Chef and Azure together provides a speedy, cost-effective and highly scalable vehicle for realizing the business values of this transformation. In his session at @DevOpsSummit at 19th Cloud Expo, Yung Chou, a Technology Evangelist at Microsoft, will present a unique opportunity to witness how Chef and Azure work tog...
Sep. 25, 2016 12:30 AM EDT Reads: 1,625
Throughout history, various leaders have risen up and tried to unify the world by conquest. Fortunately, none of their plans have succeeded. The world goes on just fine with each country ruling itself; no single ruler is necessary. That’s how it is with the container platform ecosystem, as well. There’s no need for one all-powerful, all-encompassing container platform. Think about any other technology sector out there – there are always multiple solutions in every space. The same goes for conta...
Sep. 24, 2016 08:30 PM EDT Reads: 933
Let's recap what we learned from the previous chapters in the series: episode 1 and episode 2. We learned that a good rollback mechanism cannot be designed without having an intimate knowledge of the application architecture, the nature of your components and their dependencies. Now that we know what we have to restore and in which order, the question is how?
Sep. 24, 2016 07:00 PM EDT Reads: 1,181