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* Update metadata.generation behaviour for custom resources (#10705) * update docs promoting plugins to beta (#10796) * docs update to promote TaintBasedEvictions to beta (#10765) * First Korean l10n work for dev-1.13 (#10719) * Update outdated l10n(ko) contents (#10689) fixes #10686 * Translate concepts/overview/what-is-kubernetes in Korean (#10690) * Translate concepts/overview/what-is-kubernetes in Korean * Feedback from ClaudiaJKang * Translate concepts/overview/components in Korean (#10882) * Translate concepts/overview/components in Korean #10717 * Translate concepts/overview/components in Korean * Translate concepts/overview/components in Korean * Apply Korean glossary: 서비스 어카운트 * Translate concepts/overview/kubernetes-api in Korean (#10773) * Translate concepts/overview/kubernetes-api in Korean * Applied feedback from ianychoi * kubeadm: update the configuration docs to v1beta1 (#10959) * kubeadm: add small v1beta1 related updates (#10988) * ADD content/zh/docs/reference/setup-tools/kubeadm/kubeadm.md (#11031) * ADD content/zh/docs/reference/setup-tools/kubeadm/kubeadm.md * ADD content/zh/docs/reference/setup-tools/kubeadm/generated/kubeadm_init.md * Update content/zh/docs/reference/setup-tools/kubeadm/kubeadm.md Accepted Co-Authored-By: YouthLab <tsui@highyouth.com> * do not change 'master' or 'worker' nodes to '主从' * Doc updates for volume scheduling GA (#10743) * Doc updates for volume scheduling GA * Make trivial change to kick build * Document nodelease feature (#10699) * advanced audit doc for ModeBlockingStrict (#10203) * Rename EncryptionConfig to EncryptionConfiguration (#11080) EncryptionConfig was renamed to EncryptedConfiguration and added to the `apiserver.config.k8s.io` API group in Kubernetes 1.13. The feature was previously in alpha and was not handling versions properly, which lead to an originally unnoticed `v1` in the docs. * content/zh/docs/reference/setup-tools/kubeadm/kubeadm-init.md * trsanlate create-cluster-kubeadm.md to chinese (#11041) * trsanlate create-cluster-kubeadm.md to chinese * Update create-cluster-kubeadm.md * update the feature stage in v1.13 (#11307) * update new feature gates to document (#11295) * refresh controller role list on rbac description page (#11290) * node labeling restriction docs (#10944) * Update 1.13 docs for CSI GA (#10893) * dynamic audit documentation (#9947) * adds dynamic audit documentation * Copyedit for clarity See also inline question/s * Fix feature state shortcode * Update feature state * changes wording for dynamic audit flag behavior * Minor copyedit * fix dynamic audit yaml * adds api enablement command to dynamic audit docs * change ordering dynamic audit appears in * add references to dynamic audit in webhook backend * reword dynamic audit reference * updates stages field for audit sink object * changes audit sink api definition; rewords policy * kubeadm: remove kube-proxy workaround (#11162) * zh-trans content/en/docs/setup/independent/install-kubeadm.md (#11338) * zh-trans content/en/docs/setup/independent/install-kubeadm.md * Update install-kubeadm.md * Update dry run feature to beta (#11140) * vSphere volume raw block support doc update (#10932) * Add docs for Windows DNS configurations (#10036) * Update docs for fields allowed at root of CRD schema (#9973) * Add docs for Windows DNS configurations * add device monitoring documentation (#9945) * kubeadm: adds upgrade instructions for 1.13 (#11138) * kubeadm: adds upgrade instructions for 1.13 Signed-off-by: Chuck Ha <ha.chuck@gmail.com> * add minor copyedits Addressed a couple of copyedit comments a bit more cleanly. * kubeadm: add improvements to HA docs (#11094) * kubeadm: add information and diagrams for HA topologies * kubeadm: update HA doc with simplified steps * kubeadm: update HA doc with simplified steps * edit ha, add new topology topic, reorder by weight * troubleshoot markdown * fix more markdown, fix links * more markdown * more markdown * more markdown * changes after reviewer comments * add steps about Weave * update note about stacked topology * kubeadm external etcd HA upgrade 1.13 (#11364) * kubeadm external etcd HA upgrade 1.13 Signed-off-by: Ruben Orduz <rubenoz@gmail.com> * Update stacked controlplane steps * kubeadm cert documentation (#11093) * kubeadm certificate API and CSR documentation * copyedits * fix typo * PR for diff docs (#10789) * Empty commit against dev-1.13 for diff documentation * Complete Declarative maangement with diff commands * Second Korean l10n work for dev-1.13. (#11030) * Update outdated l10n(ko) contents (#10915) * Translate main menu for l10n(ko) docs (#10916) * Translate tasks/run-application/horizontal-pod-autoscale-walkthrough (#10980) * Translate content/ko/docs/concepts/overview/working-with-objects/kubernetes-object in Korean #11104 (#11332) * Pick-right-solution page translates into Korean. (#11340) * ko-trans: add jd/..., sap/..., ebay/..., homeoffice/... (#11336) * Translate concept/workloads/pods/pod-overview.md (#11092) Co-authored-by: June Yi <june.yi@samsung.com> Co-authored-by: Jesang Myung <jesang.myung@gmail.com> Co-authored-by: zerobig <38598117+zer0big@users.noreply.github.com> Co-authored-by: Claudia J.Kang <claudiajkang@gmail.com> Co-authored-by: lIuDuI <1693291525@qq.com> Co-authored-by: Woojin Na(Eddie) <cheapluv@gmail.com> * Rename encryption-at-rest related objects (#11059) EncryptionConfig was renamed to EncryptedConfiguration and added to the `apiserver.config.k8s.io` API group in Kubernetes 1.13. The feature was previously in alpha and was not handling versions properly, which lead to an originally unnoticed `v1` in the docs. Also, the `--experimental-encryption-provider-config` flag is now called just `--encryption-provider-config`. * Documenting FlexVolume Resize alpha feature. (#10097) * CR webhook conversion documentation (#10986) * CR Conversion * Addressing comments * Addressing more comments * Addressing even more comments * Addressing even^2 more comments * Remove references to etcd2 in v1.13 since support has been removed (#11414) * Remove etcd2 references as etcd2 is deprecated Link back to the v1.12 version of the etcd3 doc for the etcd2->etcd3 migration instructions. I updated the kube-apiserver reference manually, unsure if that is auto-generated somehow. The federation-apiserver can still potentially support etcd2 so I didn't touch that. * Remove outdated {master,node}.yaml files There are master/node yaml files that reference etcd2.service that are likely highly out of date. I couldn't find any docs that actually reference these templates so I removed them * Address review comments * Final Korean l10n work for dev-1.13 (#11440) * Update outdated l10n(ko) contents (#11425) fixes #11424 * Remove references to etcd2 in content/ko (#11416) * Resolve conflicts against master for /ko contents (#11438) * Fix unopened caution shortcode * kubeadm: update the reference docs for 1.13 (#10960) * docs update to promote TaintBasedEvictions to beta (#10765) * First Korean l10n work for dev-1.13 (#10719) * Update outdated l10n(ko) contents (#10689) fixes #10686 * Translate concepts/overview/what-is-kubernetes in Korean (#10690) * Translate concepts/overview/what-is-kubernetes in Korean * Feedback from ClaudiaJKang * Translate concepts/overview/components in Korean (#10882) * Translate concepts/overview/components in Korean #10717 * Translate concepts/overview/components in Korean * Translate concepts/overview/components in Korean * Apply Korean glossary: 서비스 어카운트 * Translate concepts/overview/kubernetes-api in Korean (#10773) * Translate concepts/overview/kubernetes-api in Korean * Applied feedback from ianychoi * kubeadm: update the configuration docs to v1beta1 (#10959) * kubeadm: add small v1beta1 related updates (#10988) * update new feature gates to document (#11295) * Update dry run feature to beta (#11140) * kubeadm: add improvements to HA docs (#11094) * kubeadm: add information and diagrams for HA topologies * kubeadm: update HA doc with simplified steps * kubeadm: update HA doc with simplified steps * edit ha, add new topology topic, reorder by weight * troubleshoot markdown * fix more markdown, fix links * more markdown * more markdown * more markdown * changes after reviewer comments * add steps about Weave * update note about stacked topology * kubeadm: update reference docs - add section about working with phases under kubeadm-init.md - update GA / beta status of features - kubeadm alpha phase was moved to kubeadm init phase - new commands were added under kubeadm alpha - included new CoreDNS usage examples * Generate components and tools reference * Add generated federation API Reference (#11491) * Add generated federation API Reference * Add front matter to federation reference * Remove whitespace from federation front matter * Remove more whitespace from federation front matter * Remove superfluous kubefed reference * Add frontmatter to generated kubefed reference * Fix kubefed reference page frontmatter * Generate kubectl reference docs 1.13 (#11487) * Generate kubectl reference docs 1.13 * Fix links in kubectl reference * Add 1.13 API reference (#11489) * Update config.toml (#11486) * Update config.toml Preparing for 1.13 release, updating the config.toml and dropping the 1.8 docs reference. * update dot releases and docsbranch typo * adding .Site. to Params.currentUrl (#11503) see https://github.com/kubernetes/website/pull/11502 for context * Add 1.13 Release notes (#11499)
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---
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title: BlaBlaCar Case Study
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case_study_styles: true
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cid: caseStudies
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css: /css/style_blablacar.css
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---
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<div class="banner1">
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<h1> CASE STUDY:<img src="/images/blablacar_logo.png" class="header_logo"><br /> <div class="subhead">Turning to Containerization to Support Millions of Rideshares</div></h1>
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</div>
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<div class="details">
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Company <b>BlaBlaCar</b> Location <b>Paris, France</b> Industry <b>Ridesharing Company</b>
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</div>
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<hr />
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<section class="section1">
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<div class="cols">
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<div class="col1">
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<h2>Challenge</h2>
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The world’s largest long-distance carpooling community, <a href="https://www.blablacar.com/">BlaBlaCar</a>, connects 40 million members across 22 countries. The company has been experiencing exponential growth since 2012 and needed its infrastructure to keep up. "When you’re thinking about doubling the number of servers, you start thinking, ‘What should I do to be more efficient?’" says Simon Lallemand, Infrastructure Engineer at BlaBlaCar. "The answer is not to hire more and more people just to deal with the servers and installation." The team knew they had to scale the platform, but wanted to stay on their own bare metal servers.
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<br />
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<br />
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<h2>Solution</h2>
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Opting not to shift to cloud virtualization or use a private cloud on their own servers, the BlaBlaCar team became early adopters of containerization, using the CoreOs runtime <a href="https://coreos.com/rkt">rkt</a>, initially deployed using <a href="https://coreos.com/fleet/docs/latest/launching-containers-fleet.html">fleet</a> cluster manager. Last year, the company switched to <a href="http://kubernetes.io/">Kubernetes</a> orchestration, and now also uses <a href="https://prometheus.io/">Prometheus</a> for monitoring.
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</div>
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<div class="col2">
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<h2>Impact</h2>
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"Before using containers, it would take sometimes a day, sometimes two, just to create a new service," says Lallemand. "With all the tooling that we made around the containers, copying a new service now is a matter of minutes. It’s really a huge gain. We are better at capacity planning in our data center because we have fewer constraints due to this abstraction between the services and the hardware we run on. For the developers, it also means they can focus only on the features that they’re developing, and not on the infrastructure."
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</div>
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</div>
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</section>
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<div class="banner2">
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<div class="banner2text">
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"When you’re switching to this cloud-native model and running everything in containers, you have to make sure that at any moment you can reboot without any downtime and without losing traffic. [With Kubernetes] our infrastructure is much more resilient and we have better availability than before."<br style="height:25px"><span style="font-size:14px;letter-spacing:2px;text-transform:uppercase;margin-top:5% !important;"><br />- Simon Lallemand, Infrastructure Engineer at BlaBlaCar</span>
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</div>
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</div>
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<section class="section2">
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<div class="fullcol">
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<h2>For the 40 million users of <a href="https://www.blablacar.com/">BlaBlaCar</a>, it’s easy to find strangers headed in the same direction to share rides and costs. You can even choose how much "bla bla" chatter you want from a long-distance ride mate.</h2>
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Behind the scenes, though, the infrastructure was falling woefully behind the rider community’s exponential growth. Founded in 2006, the company hit its current stride around 2012. "Our infrastructure was very traditional," says Infrastructure Engineer Simon Lallemand, who began working at the company in 2014. "In the beginning, it was a bit chaotic because we had to [grow] fast. But then comes the time when you have to design things to make it manageable."<br /><br />
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By 2015, the company had about 50 bare metal servers. The team was using a <a href="https://www.mysql.com/">MySQL</a> database and <a href="http://php.net/">PHP</a>, but, Lallemand says, "it was a very static way." They also utilized the configuration management system, <a href="https://www.chef.io/chef/">Chef</a>, but had little automation in its process. "When you’re thinking about doubling the number of servers, you start thinking, ‘What should I do to be more efficient?’" says Lallemand. "The answer is not to hire more and more people just to deal with the servers and installation."<br /><br />
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Instead, BlaBlaCar began its cloud-native journey but wasn’t sure which route to take. "We could either decide to go into cloud virtualization or even use a private cloud on our own servers," says Lallemand. "But going into the cloud meant we had to make a lot of changes in our application work, and we were just not ready to make the switch from on premise to the cloud." They wanted to keep the great performance they got on bare metal, so they didn’t want to go to virtualization on premise.<br /><br />
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The solution: containerization. This was early 2015 and containers were still relatively new. "It was a bold move at the time," says Lallemand. "We decided that the next servers that we would buy in the new data center would all be the same model, so we could outsource the maintenance of the servers. And we decided to go with containers and with <a href="https://coreos.com/">CoreOS</a> Container Linux as an abstraction for this hardware. It seemed future-proof to go with containers because we could see what companies were already doing with containers."
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</div>
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</section>
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<div class="banner3">
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<div class="banner3text">
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"With all the tooling that we made around the containers, copying a new service is a matter of minutes. It’s a huge gain. For the developers, it means they can focus only on the features that they’re developing and not on the infrastructure or the hour they would test their code, or the hour that it would get deployed."
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</div>
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</div>
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<section class="section3">
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<div class="fullcol">
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Next, they needed to choose a runtime for the containers, but "there were very few deployments in production at that time," says Lallemand. They experimented with <a href="https://www.docker.com/">Docker</a> but decided to go with <a href="https://coreos.com/rkt">rkt</a>. Lallemand explains that for BlaBlaCar, it was "much simpler to integrate things that are on rkt." At the time, the project was still pre-v1.0, so "we could speak with the developers of rkt and give them feedback. It was an advantage." Plus, he notes, rkt was very stable, even at this early stage.<br /><br />
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Once those decisions were made that summer, the company came up with a plan for implementation. First, they formed a task force to create a workflow that would be tested by three of the 10 members on Lallemand’s team. But they took care to run regular workshops with all 10 members to make sure everyone was on board. "When you’re focused on your product sometimes you forget if it’s really user friendly, whether other people can manage to create containers too," Lallemand says. "So we did a lot of iterations to find a good workflow."<br /><br />
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After establishing the workflow, Lallemand says with a smile that "we had this strange idea that we should try the most difficult thing first. Because if it works, it will work for everything." So the first project the team decided to containerize was the database. "Nobody did that at the time, and there were really no existing tools for what we wanted to do, including building container images," he says. So the team created their own tools, such as <a href="https://github.com/blablacar/dgr">dgr</a>, which builds container images so that the whole team has a common framework to build on the same images with the same standards. They also revamped the service-discovery tools <a href="https://github.com/airbnb/nerve">Nerve</a> and <a href="http://airbnb.io/projects/synapse/">Synapse</a>; their versions, <a href="https://github.com/blablacar/go-nerve">Go-Nerve</a> and <a href="https://github.com/blablacar/go-synapse">Go-Synapse</a>, were written in Go and built to be more efficient and include new features. All of these tools were open-sourced.<br /><br />
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At the same time, the company was working to migrate its entire platform to containers with a deadline set for Christmas 2015. With all the work being done in parallel, BlaBlaCar was able to get about 80 percent of its production into containers by its deadline with live traffic running on containers during December. (It’s now at 100 percent.) "It’s a really busy time for traffic," says Lallemand. "We knew that by using those new servers with containers, it would help us handle the traffic."<br /><br />
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In the middle of that peak season for carpooling, everything worked well. "The biggest impact that we had was for the deployment of new services," says Lallemand. "Before using containers, we had to first deploy a new server and create configurations with Chef. It would take sometimes a day, sometimes two, just to create a new service. And with all the tooling that we made around the containers, copying a new service is a matter of minutes. So it’s really a huge gain. For the developers, it means they can focus only on the features that they’re developing and not on the infrastructure or the hour they would test their code, or the hour that it would get deployed."
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</div>
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</section>
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<div class="banner4">
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<div class="banner4text">
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"We realized that there was a really strong community around it [Kubernetes], which meant we would not have to maintain a lot of tools of our own," says Lallemand. "It was better if we could contribute to some bigger project like Kubernetes."
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</div>
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</div>
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<section class="section4">
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<div class="fullcol">
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In order to meet their self-imposed deadline, one of the decisions they made was to not do any "orchestration magic" for containers in the first production alignment. Instead, they used the basic <a href="https://coreos.com/fleet/docs/latest/launching-containers-fleet.html">fleet</a> tool from CoreOS to deploy their containers. (They did build a tool called <a href="https://github.com/blablacar/ggn">GGN</a>, which they’ve open-sourced, to make it more manageable for their system engineers to use.)<br /><br />
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Still, the team knew that they’d want more orchestration. "Our tool was doing a pretty good job, but at some point you want to give more autonomy to the developer team," Lallemand says. "We also realized that we don’t want to be the single point of contact for developers when they want to launch new services." By the summer of 2016, they found their answer in <a href="http://kubernetes.io/">Kubernetes</a>, which had just begun supporting rkt implementation.<br /><br />
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After discussing their needs with their contacts at CoreOS and Google, they were convinced that Kubernetes would work for BlaBlaCar. "We realized that there was a really strong community around it, which meant we would not have to maintain a lot of tools of our own," says Lallemand. "It was better if we could contribute to some bigger project like Kubernetes." They also started using <a href="https://prometheus.io/">Prometheus</a>, as they were looking for "service-oriented monitoring that could be updated nightly." Production on Kubernetes began in December 2016. "We like to do crazy stuff around Christmas," he adds with a laugh.<br /><br />
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BlaBlaCar now has about 3,000 pods, with 1200 of them running on Kubernetes. Lallemand leads a "foundations team" of 25 members who take care of the networks, databases and systems for about 100 developers. There have been some challenges getting to this point. "The rkt implementation is still not 100 percent finished," Lallemand points out. "It’s really good, but there are some features still missing. We have questions about how we do things with stateful services, like databases. We know how we will be migrating some of the services; some of the others are a bit more complicated to deal with. But the Kubernetes community is making a lot of progress on that part."<br /><br />
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The team is particularly happy that they’re now able to plan capacity better in the company’s data center. "We have fewer constraints since we have this abstraction between the services and the hardware we run on," says Lallemand. "If we lose a server because there’s a hardware problem on it, we just move the containers onto another server. It’s much more efficient. We do that by just changing a line in the configuration file. And with Kubernetes, it should be automatic, so we would have nothing to do."
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</div>
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</section>
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<div class="banner5">
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<div class="banner5text">
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"If we lose a server because there’s a hardware problem on it, we just move the containers onto another server. It’s much more efficient. We do that by just changing a line in the configuration file. With Kubernetes, it should be automatic, so we would have nothing to do."
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</div>
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</div>
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<section class="section5">
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<div class="fullcol">
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And these advances ultimately trickle down to BlaBlaCar’s users. "We have improved availability overall on our website," says Lallemand. "When you’re switching to this cloud-native model with running everything in containers, you have to make sure that you can at any moment reboot a server or a data container without any downtime, without losing traffic. So now our infrastructure is much more resilient and we have better availability than before."<br /><br />
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Within BlaBlaCar’s technology department, the cloud-native journey has created some profound changes. Lallemand thinks that the regular meetings during the conception stage and the training sessions during implementation helped. "After that everybody took part in the migration process," he says. "Then we split the organization into different ‘tribes’—teams that gather developers, product managers, data analysts, all the different jobs, to work on a specific part of the product. Before, they were organized by function. The idea is to give all these tribes access to the infrastructure directly in a self-service way without having to ask. These people are really autonomous. They have responsibility of that part of the product, and they can make decisions faster." <br /><br />
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This DevOps transformation turned out to be a positive one for the company’s staffers. "The team was very excited about the DevOps transformation because it was new, and we were working to make things more reliable, more future-proof," says Lallemand. "We like doing things that very few people are doing, other than the internet giants." <br /><br />
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With these changes already making an impact, BlaBlaCar is looking to split up more and more of its application into services. "I don’t say microservices because they’re not so micro," Lallemand says. "If we can split the responsibilities between the development teams, it would be easier to manage and more reliable, because we can easily add and remove services if one fails. You can handle it easily, instead of adding a big monolith that we still have." <br /><br />
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When Lallemand speaks to other European companies curious about what BlaBlaCar has done with its infrastructure, he tells them to come along for the ride. "I tell them that it’s such a pleasure to deal with the infrastructure that we have today compared to what we had before," he says. "They just need to keep in mind their real motive, whether it’s flexibility in development or reliability or so on, and then go step by step towards reaching those objectives. That’s what we’ve done. It’s important not to do technology for the sake of technology. Do it for a purpose. Our focus was on helping the developers."
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</div>
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</section>
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