Posts Tagged 'Cloud'

November 23, 2015

The SLayer Standard Vol. 1, No. 21

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

And the winner is
We are super speedy, but don’t take our word for it. Let us point you to the results of the sponsored cloud benchmark test courtesy of VoltDB. The YCSB benchmark, executed by ACME Benchmarks, was used to compare SoftLayer, an IBM Company, with AWS, Google Cloud, and Microsoft Azure.

So what was the key takeaway? According to John Hugg, “Comparing the SoftLayer bare metal performance and price/performance to the virtualized platforms is interesting. Perhaps it’s not surprising that bare metal does well, but the difference for this benchmark was significant: 50% better absolute performance and 40% more operations per dollar. ”

Hugg also explained the reasoning behind choosing the four aforementioned platforms. In doing so, he noted, “SoftLayer is the odd one here, but it’s really interesting because it offers bare metal hosting on an hourly basis. It’s clear from the results it has performance and price/performance advantages.”

Find out more about results and the YCSB here.

IBM to deliver the ultimate fan experience
Last week, IBM launched the Sports and Entertainment Global Consortium, “which was created to design, build and deliver the ultimate fan experience.” They also presented the new Sports, Entertainment and Fan Experience consulting practice, which will be “led by Jim Rushton, who joins IBM after serving as Chief Revenue Officer of the Miami Dolphins and Sun Life Stadium.”

What will the Consortium do? The press release stated that “The consortium brings together IBM's world leading information technology and recognized leaders in such areas as, construction and design, network infrastructure, wireless, and telecommunications.”

Rushton emphasized that “Sports enterprises and venues need to look at ways to get to know their loyal fans as individuals, and convert that fan loyalty into new revenue streams—not just on game days but 365 days a year.” The practice Rushton will head up plans to “deploy more than 100 global specialists in experience design, mobility, marketing and data analytics supported by a global network of 20 digital design studios.”

Wonder how this will convert into the ultimate fan experience? On a personal note, does that mean people will get cell service while at a game? Looking for that one area you get service means less time watching the game, and that is never a good thing. 😃

Read the entire press release here.


November 17, 2015

The SLayer Standard Vol. 1, No. 20

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

More to know about big data
Our tech evangelist Justin Halsall sat down with Dataconomy to discuss our Big Data Academy, its benefits, and our partnership with Basho. When asked about the motivations behind BDA, he said, “We decided to create a platform that would address professionals from the big data space that are close to the infrastructure and develops that side of the business—taking them on a journey from beginners, through to enthusiast, and finally a practitioner level when it comes to deploying and implementing big data workloads on cloud.”

How can our Big Data Academy help you? Halsall explains that although everyone agrees using big data is necessary in the digital economy, the question of “How?” still lingers. “Our masterclasses, for example, are for those who seek an answer to how can I take advantage of the vast amount of data my organization aggregates? How to optimize that on the technological level? Why computational infrastructure is so important in turning the unstructured data into accurate decisions?”

Read the rest of Justin’s interview here.

Announcing developerWorks Premium
Last week, IBM introduced a new developerWorks subscription program that gives “an all-access pass to cloud-based offerings and services from IBM, allowing developers to go from prototype to production in minutes.” Another benefit of the new program is that it offers “member-only curated tools and resources for IBM Cloud.”

Why would you be interested in the offering? Sandy Carter, general manager of cloud ecosystem and developers at IBM, explained, “We have created a roadmap of premium resources for developers of all levels to grow their skills, build next-gen apps, and connect with the IBM ecosystem. We want to encourage developers and innovation at IBM.”

Find out what’s included in the offering and more here.

Ready? Set? IBM Relay 2015
At IBM Relay 2015, Forrester introduced new research about the growth of customer-centric workloads and the increase of private enterprise clouds. According to Forrester’s findings, “An average of 88 percent of organizations plan to increase the number of applications and systems in which they build or migrate to cloud platforms over the next two years, with customer-focused technology such as customer relationship management (CRM) systems and asset management services as the key drivers.”

John Rymer, vice president and principal analyst at Forrester said, “Technology and products aren't the problem. Culture, organizational structure, and managing that platform are now the biggest limitations." That is where IBM and Bluemix come in, with a goal “to initiate culture change and cloud migration for businesses, and then help companies manage the hybrid cloud architecture once it's there.”

Last week at IBM Relay, two new Bluemix services, Active Deploy and Event Hub, were announced. “The services also comprise parts of Relay, IBM's mechanism for connecting to cloud systems for pushing upgrades and monitoring applications across public, private, and hybrid clouds as well as middleware, mobile, and Internet of Things (IoT) applications.”

Get more details on IBM Relay and Forrester’s new research here.


November 9, 2015

The SLayer Standard Vol. 1, No. 19

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

Welcome to the IBM family, Gravitant.
Last week, IBM added Gravitant, “a cloud broker that helps companies mix-and-match cloud services from multiple vendors” to its cloud suit. The addition will help IBM increase the options for customers to manage cloud services.

IBM highlighted the plan in its press release, saying, “IBM plans to integrate the Gravitant capabilities into the IBM Global Technology Services unit. Also, IBM Cloud plans to integrate the capabilities into Software-as-a-Service offerings, extending the company’s growing hybrid cloud solutions and capabilities.”

Learn more about the Gravitant acquisition here.

We’re the power behind Continuity247™.
Our friends at Continuum elaborated on their decision to use SoftLayer to power its BDR Solution, Continuity247™. So what was the reason? From the company’s blog: “We needed a scalable, high-performance public cloud hosting platform with a trusted brand, global data center presence, secure infrastructure and reliable technology that could uphold compliance requirements for partners serving the healthcare and financial verticals. IBM Softlayer checks all of these boxes.” The backup and disaster recovery platform is different from other offerings, because “it’s backup technology that was born in the cloud.”

Get more details about the BDR solution on Continuum’s blog.

Watson, how do you work?
IBM’s Watson has done some amazing things, from winning Jeopardy to helping chefs in the kitchen. But how does it work? If you have ever asked yourself that question, you aren’t alone. How does Watson’s thought processes so closely resemble those of humans? Play the video below to find out.


October 26, 2015

The SLayer Standard Vol. 1, No. 18

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

Keeping Aucklanders Safe
Cloud M moved its public safety alert system to IBM Cloud. The company came to IBM for assistance through the Global Entrepreneur Program, where it learned about and choose SoftLayer for IaaS. This initial shift has made the company’s Alerter app faster for users. “Today, Alerter gets alerts and safety information to subscribers’ smartphones, newsfeeds and social media sites with unprecedented speed and efficiency.”

The Auckland Civil Defense & Emergency Management (CDEM) authority “has used Alerter to help protect 1.4 million residents during many storms, earthquakes and two major tsunami warnings,” Richard Gill, founder and CEO of Cloud M wrote. Gill said, “Through our work and our partnership with IBM, we’re convinced more than ever that public emergency information sharing is best done through mobile and the cloud.”

For more on Cloud M’s story, check out this post on THINK.

We’re the picture-perfect solution.
Guten Tag! is a startup that created digital asset management software for support small and midsize companies. The goal is to help companies “collect, share, and manage photos, graphics, videos and other digital media with customers, business partners and remote workers.” To start, they hosted the solution on their own servers and quickly realized that it would be extremely difficult to scale at the speed and ease they needed.

The company turned to SoftLayer for many reasons, but keeping their data nearby was paramount. Andreas Gölkel, cofounder, elaborated “German customers are a little afraid to give out their data on servers that are not in Germany or in the EU.”

Well, our Frankfurt data center was the solution. He also noted, “With SoftLayer, we can scale up easily and fast. And due to the really good support, we saved a lot of time. As a startup, every hour that you can use for doing other stuff is worth a lot of money.”

Read more of their story here.

Watson, what’s in the oven?
Chef Watson put out a delicious dinner with the help of Chef James Briscione. He is the director of culinary development of the Institute of Culinary Education in NYC, plus an IBM collaborator. Briscione acted as sous-chef, actually creating the delectable dishes.

So how did they develop the menu? Thanks to four years of work and an analysis of 10,000 recipes from Bon Appétit magazine, Watson “deduced which ingredients routinely went together, and suggested pairings with other ingredients with overlapping flavor or aromatic compounds (along with recipes).”

Briscione says that Watson isn’t going to take the place of chefs, but is simply a tool providing data for chefs to use when thinking up enticing eats. He added, “While Watson is helping us select ingredients and find really wonderful new combinations of food, it doesn’t really tell us what to do with them,” he said. “It just says, ‘These things are going to taste good together, you guys figure out the rest.’”

Find more on this data driven dinner here.


October 19, 2015

The SLayer Standard Vol. 1, No. 17

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

We’re in India.
We’ve finally arrived! Our first Indian data center is now open in Chennai. The new data center will allow us to grow our cloud footprint with a direct connection between Europe and Asia through India. It will also offer “local customers and end users increased performance and speed for data traveling to and from the region.

Along with the data center, IBM announced a new partnership with the National Association of Software and Services Companies (NASSCOM) to launch Robert LeBlanc, senior vice president of IBM Cloud said, “With the opening of the IBM Cloud data center in Chennai and our collaboration with NASSCOM, IBM is not only delivering greater access to a globally integrated cloud data center that offers the performance and speed needed, but it is also creating the foundation for future growth by working with NASSCOM 10,000 Startups program to equip local developers with the skills they need to grow the market.”

What’s up with Watson?
Watson Analytics now offers even more resources to users. IBM announced the introduction of new data discovery and Q&A capabilities that will allow users to more easily gather knowledge from their data.

IBM also introduced its newest tool, Expert Storybooks. Expert Storybooks will guide users in understanding, learning, and reasoning with different types of data sources to uncover the most relevant facts and reveal patterns and relationships for predictive decision making. Find more information about the types of Storybooks here.

You’re only a couple of clicks away from hybrid cloud.
Our public cloud is being integrated with VMware’s virtualization stack. This will allow current VMware customers to build hybrid clouds with just a few clicks. Geoff Waters, vice president of Service Provider Channel at VMware, said, “This partnership provides enterprises with a proven cloud platform on a global basis with high performance, enhanced security and control by using technologies from SoftLayer and VMware. The ability to move workloads across continents offers enterprises new and exciting deployment options for their applications and cloud services.” Get more information about the partnership here.


October 13, 2015

The SLayer Standard Vol. 1, No. 16

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

The dawn of a new era
IBM’s fearless leader, Ginni Rometty, took the stage at the Gartner Symposium last week to discuss the where Big Blue is headed.

What’s in store for IBM? Rometty called it the “cognitive era.” In that vein, IBM is forming the Cognitive Business Solutions group “to build cognitive innovations across industries.” About the new addition, Rometty said, “Digital business and digital intelligence equal the cognitive era.”

Pretty exciting stuff, if we do say so ourselves. Read more about it here.

Tackling mobile cloud security with AT&T
IBM and AT&T are working together on a mobile cloud security solution to improve mobile app and data security in the cloud.

How are they going to do it? Caleb Barlow, vice president of IBM Security, said, "To help protect organizations, employees, and data, IBM Security and AT&T are delivering a tested and easy-to-deploy set of complimentary tools. We’re giving enterprise mobile device users stable, private access to data and apps in the cloud.” The approach will allow workforces to be “productive without compromising security and the mobile user experience.”

What are these tools Barlow references? Learn about the partnership here.

Tangled up in Big Blue
The world’s most famous supercomputer is following Rometty’s lead—Watson’s all about cognitive computing, too. Except Watson has Bob Dylan in his corner of the ring.

Wait, what? Bob Dylan? Yes, you read that correctly. The Jeopardy winner jokes with Dylan in a new IBM video.


October 5, 2015

The SLayer Standard Vol. 1, No. 15

The week in review. All the IBM Cloud and SoftLayer headlines in one place.

It’s time to Box.
Which cloud platform will offer Box first? We will! Our new deal with Box helps the company expand its customer base and further its IBM partnership. Whitney Bouck, general manager at Box, said, “This is a fabulous step in the right direction and satisfies the majority of customers in Europe that have maybe been uncomfortable with a U.S.-only data centre approach.”

EVRY one gets cloud.
IBM will be the go-to provider for EVRY Partners’ cloud infrastructure offerings. The services will start running in SoftLayer data centers in 2016. “Our partnership demonstrates how IBM’s expertise, technology and services can help EVRY adapt to new market conditions and opportunities while having trusted infrastructure services supporting the ongoing operations,” said Martin Jetter, senior vice president at IBM Global Technology Services.

With new platforms comes cloud growth.
How does IBM expand its global business solutions? With cloud, of course. Sanjay Rishi, managing partner at IBM Global Business Services, said, "Our new IBM Cloud Business Innovation Center will help us co-create with our clients, addressing their unique needs with tailored solutions, delivered on the cloud for fast results."

Welcome to the family!
Cleversafe, a data storage vendor newly acquired by IBM, is the next step in providing customers a way to “build a hybrid bridge to the cloud.” IBM discussed the benefits of Cleversafe in a press release, saying, “The company uses unique algorithms to slice data into pieces and reassemble the information from a single copy, rather than simply making multiple copies of the data, which is how storage traditionally has been done. As a result, Cleversafe can store data significantly cheaper and with greater security.” We would like to welcome Cleversafe to the IBM family!


September 4, 2015

Under the Infrastructure: Solving real problems with software engineer Neetu Jain

Do you love getting to know us in our Under the Infrastructure series? We certainly hope so, because we’re having a blast lifting the veil on our cloud layer.

Lest you think only male employees work at our fine company, this week we’re introducing you to software engineer Neetu Jain. She’s been with us a little over a year and a half, and she calls our Dallas headquarters home base.

SoftLayer: Why did you choose to become a software engineer?

Neetu Jain: When I was first introduced to programming, I felt it was pretty empowering (like, “You had me at “Hello!”). I could make the computer do whatever I wanted if done properly with a reasonable goal in mind. So that I guess lured me into it, and after that, it was a natural progression. I did my bachelor’s in electronics because I was fascinated by embedded electronics all around me, but computer science was instant gratification. You don’t have to wait at all to see the results of your creation—just run the code!

SL: You can manipulate computers. You’re like the Wizard of Oz.

Jain: In many other fields (such as construction), you must depend on people, resources, and waiting, for things to happen. Due to long turnaround cycles, sometimes it can take years before you see you see the fruits of your work. But if you can just sit down at your computer and make it happen, you have a much shorter turnaround time!

SL: Absolutely.

Jain: So, you know, it was like, “This is pretty cool.”

SL: We agree. So what’s your favorite thing about working at SoftLayer?

Jain: It’s about getting to learn new technologies. There’s a tremendous scope for learning in this domain, and you get opportunities to learn because Softlayer is growing so much.

SL: What advice would you give to someone who’s starting out in software engineering?

Jain: Ask questions. In the first year I joined the cloud domain, I was like, “OK, I’ll learn.” I wasn’t asking around too much. I wasn’t asking for feedback. I realized after a year that I had to make myself more visible. I had to ask more questions. If I had questions, I couldn’t just sit around and wait for the answers to come. I needed to ping people and be more proactive. The first year, I didn’t do that enough.

SL: People are really receptive when you’re asking questions, and they’re willing to help?

Jain: You’ll find some people who are and some people who are not. [Laughs] At least you get that information. Initially, I was working at my desk, doing and learning my stuff and waiting to prove myself. There’s nobody coming to you and asking what you’re doing, and you don’t have any visibility as a result. But if you’re proactive, people know about you, you can tell them what you’re working on, and you can ask questions about what’s going on in their world, and thus, you get to make a connection—which makes the workplace more enjoyable.

SL: We think a lot of people view software engineering as an antisocial profession.

Jain: Yeah, it is, because you can sit on your computer all day, and not talk to anybody.

SL: But you’re saying that asking questions and actually interacting is going to help you.

Jain: It does a lot. In my case, I joined the product innovation team, which was a small team. Then I was moved to another team, and they had absolutely no idea what I was working on. So, if I would’ve been more proactive and connected with them, then I could have eliminated that scenario.

SL: What do you predict or hope for the future of software engineering?

Jain: I’m the oracle now! [Laughs] I want software engineering—or, basically, any engineering—to solve real problems. I went to a hackathon, and most of the ideas were like, “Share your playlist on the road” or an Internet of Things kind of thing, like, “Take periodic pictures with geographically separated friends on the go,” and this and that. What struck me was that we had so many resources, so many amazing brains there—maybe we could have worked on more realistic issues?

There are so many things we can solve. I volunteer at a lot of organizations, especially ones that work in India: Vibha, Association for India’s Development (AID), Systers, etc. Many of the issues they face can probably be better solved through a meaningful use of technology.

For example, Annakshetra basically takes leftover food and provides it to the poor. But there’s one basic problem: how does it test the food to know if it’s fit for consumption? There needs to be a low-cost, easy-to-use solution, because if somebody gets sick, nobody’s ever going to come again. How about a low-cost litmus test where you can test and say, “OK, it’s germ-free”? I thought this should be an easily solvable problem. Why don’t we solve these kinds of problems in a hackathon rather than somebody going on a road trip sharing playlists?

SL: That’s a really good point.

Jain: Even though it was a great experience, I was a tad disappointed with the fact that there were so many of these ideas. I ended up there by accident with a friend, totally unprepared, and it was my first. I started asking questions like, “What can a smart car do? Can a smart car detect if there’s a baby inside?” (There are a lot of babies dying in locked cars due to exposure to extreme temperatures.) So if a smart car can detect whether there’s a baby inside, whether the car is locked, and whether the temperature is rising, it can send push notifications.

That’s the idea I pitched, but [the attendees] were all young grad students; none of them found it interesting—only the handful of parents and pet owners did. But in my view, that’s a real problem.

SL: It makes sense. Why don’t we figure out how to solve real problems for real people?

Jain: You could say that “real” is subjective, but I wish there was somebody who’d say, “We have limited resources; we are going to solve these problems rather than those.”

SL: Now you make us want to be software engineers.

Jain: In any field, we can all solve these problems. It’s about directing someone to think that way—you know, “While you’re thinking about this, think about that, too.”

SL: If you could have one superpower, what would it be? Any superpower at all.

Jain: To read people’s minds. [Laughs] I don’t like when people say one thing and mean something else. I am like, “I want to read your mind. What exactly do you mean?”

SL: That’s a very software engineer stance. “Now let me get behind that to understand why you said that.” That would be ours too.

Saving the world through software? Don’t say SoftLayer never taught you anything.


September 3, 2015

Cloud, Interrupted: The Official SoftLayer Podcast

Have you ever wondered what happens when you put three cloud guys in a room to talk cloud? Our curiosity was insatiable, so doggone it, we went and did it. We hereby officially present to you our brand new podcast: Cloud, Interrupted.

Join Kevin Hazard, director of digital content, Phil Jackson, lead technology evangelist, and Teddy Vandenberg, manager of network provisioning, as they wreak havoc interrupting the world of cloud.

In case you’re a skimmer, here’s the highlight reel:

  • [00:00:05] Phil isn't a Stanley, but he is a germophobe.
  • [00:01:44] Are we interrupted by the cloud or are we interrupting the cloud?
  • [00:03:22] We have goals with this podcast, we swear.
  • [00:04:34] Teddy drops the bass.
  • [00:05:58] What's a better word for "cloud" than "cloud"?
  • [00:08:12] Where social interaction influences the real world: Meet "passive computing" and the trifecta.
  • [00:10:44] Who cares what Phil has to say?
  • [00:11:51] Phil reminisces about that time he explained web hosting to the Harris County Tax Office.
  • [00:16:02] Then Teddy's analogy was used against Phil.
  • [00:19:21] IBM to the rescue!
  • [00:20:45] Oops. He had to do it again.
  • [00:23:11] New and old technologies get lost in translation. "To the cloud!"
  • [00:25:54] You exist in the cloud more and you will start to understand the cloud more.
  • [00:30:31] Now this is a podcast about Costco.
  • [00:31:03] Wait a second. Who's Kevin? And why isn't SoftLayer on Snapchat?
  • [00:32:56] Teddy's relationship with IBM is complicated, but the cat is fine.
  • [00:33:45] Hot tip: Unplug both ends of your telephone cable and reverse it.

We hope you dig it.


September 2, 2015

Backup and Restore in a Cloud and DevOps World

Virtualization has brought many improvements to the compute infrastructure, including snapshots and live migration1. When an infrastructure moves to the cloud, these options often become a client’s primary backup strategy. While snapshots and live migration are also part of a successful strategy, backing up on the cloud may need additional tools.

First, a basic question: Why do we take backups? They’re taken to recover from

  • The loss of an entire machine
  • Partially corrupted files
  • A complete data loss (either through hardware or human error)

While losing an entire machine is frightening, corrupted files or data loss are the more common reasons for data backups.

Snapshots are useful when the snapshot and restore occur in close proximity to each other, e.g., when you’re migrating middleware or an operating system and want to fall back quickly if something goes wrong. If you need to restore after extensive changes (hardware or data), a snapshot isn’t an adequate resource. The restore may require restoring to a new machine, selecting files to be restored, and moving data back to the original machine.

So if a snapshot isn’t the silver bullet for backing up in the cloud, what are the effective backup alternatives? The solution needs to handle a full system loss, partial data loss, or corruption, and ideally work for both virtualized and non-virtualized environments.

What to back up

There are three types of files that you’ll want to consider when backing up an active machine’s disks:

  • Binary files: Changed by operating system and middleware updates; can be easily stored and recovered.
  • Configuration files: Defined by how the binary files are connected, configured, and what data is accessible to them.
  • Data files: Generated by users and unrecoverable if not backed up. Data files are the most precious part of the disk content and losing them may result in a financial impact on the client’s business.

Keep in mind when determining your backup strategy that each file type has a different change rate—data files change faster than configuration files, which are more fluid than binary files. So, what are your options for backing up and restoring each type of file?

Binary files
In the case of a system failure, DevOps advocates (see Phoenix Servers from Martin Fowler) propose getting a new machine, which all cloud providers can automatically provision, including middleware. Automated provisioning processes are available for both bare metal and virtual machines.

Note that most Open Source products only require an Internet connection and a single command line for installation, while commercial products can be provisioned through automation.

Configuration files
Cloud-centric operations have a distinct advantage over traditional operations when it comes to backing up configuration files. With traditional operations, each element is configured manually, which has several drawbacks such as being time-consuming and error-prone. Cloud-centric operations, or DevOps, treat each configuration as code, which allows an environment to be built from a source configuration via automated tools and procedures. Tools such as Chef, Puppet, Ansible, and SaltStack show their power with central configuration repositories that are used to drive the composition of an environment. A central repository works well with another component of automated provisioning—changing the IP address and hostname.

You have limited control of how the cloud will allocate resources, so you need an automated method to collect the information and apply it to all the machines being provisioned.

In a cloud context, it’s suboptimal to manage machines individually; instead, the machines have to be seen as part of a cluster of servers, managed via automation. Cluster automation is one the core tenants of solutions like CoreOS’ Fleet and Apache Mesos. Resources are allocated and managed as a single entity via API, configuration repositories, and automation.

You can attain automation in small steps. Start by choosing an automation tool and begin converting your existing environment one file at a time. Soon, your entire configuration is centrally available and recovering a machine or deploying a full environment is possible with a single automated process.

In addition to being able to quickly provision new machines with your binary and configuration files, you are also able to create parallel environments, such as disaster recovery, test and development, and quality assurance. Using the same provisioning process for all of your environments assures consistent environments and early detection of potential production problems. Packages, binaries, and configuration files can be treated as data and stored in something similar to object stores, which are available in some form with all cloud solutions.

Data files
The final files to be backed up and restored are the data files. These files are the most important part of a backup and restore and the hardest ones to replace. Part of the challenge is the volume of data as well as access to it. Data files are relatively easy to back up; the exception being files that are in transition, e.g., files being uploaded. Data file backups can be done with several tools, including synchronization tools or a full file backup solution. Another option is object stores, which is the natural repository for relatively static files, and allows for a pay–as-you-go model.

Database content is a bit harder to back up. Even with instant snapshots on storage, backing up databases can be challenging. A snapshot at the storage level is an option, but it doesn’t allow for a partial database restore. Also, a snapshot can capture inflight transactions that can cause issues during a restore; which is why most database systems provide a mechanism for online backups. The online backups should be leveraged in combination with tools for file backups.

Something to remember about databases: many solutions end up accumulating data even after the data is no longer used by users. The data within an active database includes data currently being used and historical data. Having current and historical data allows for data analytics on the same database, it also increases the size of the database, making database-related operations harder. It may make sense to archive older data in either other databases or flat files, which makes the database volumes manageable.


To recap, because cloud provides rapid deployment of your operating system and convenient places to store data (such as object stores), it’s easy to factor cloud into your backup and recovery strategy. By leveraging the containerization approach, you should split the content of your machines—binary, configuration, and data. Focus on automating the deployment of binaries and configuration; it allows easier delivery of an environment, including quality assurance, test, and disaster recovery. Finally, use traditional backup tools for backing up data files. These tools make it possible to rapidly and repeatedly recover complete environments while controlling the amount of backed up data that has to be managed.


1 Snapshots are not available on bare metal servers that have no virtualization capability.

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