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<p>Created page with &quot;==Readings== Borg, Omega, Kubernetes * [https://ai.google/research/pubs/pub41684.pdf Schwarzkopf et al., &quot;Omega: flexible, scalable schedulers for large compute clusters&quot; (Eu...&quot;</p> <p><b>New page</b></p><div>==Readings==<br /> <br /> Borg, Omega, Kubernetes<br /> * [https://ai.google/research/pubs/pub41684.pdf Schwarzkopf et al., &quot;Omega: flexible, scalable schedulers for large compute clusters&quot; (EuroSys 2013)]<br /> * [https://ai.google/research/pubs/pub43438.pdf Verma et al., &quot;Large-scale cluster management at Google with Borg&quot; (EuroSys 2015)]<br /> * [https://ai.google/research/pubs/pub44843.pdf Burns et al., &quot;Borg, Omega, and Kubernetes: Lessons learned from three container-management systems over a decade&quot; (ACM Queue, Jan/Feb 2016)]<br /> <br /> ==Discussion Questions==<br /> <br /> * How does the workload at Google differ from that of systems running HTCondor or YARN?<br /> * What were the requirements for Omega?<br /> * What do figures 12 and 13 in the Omega paper mean about the performance of Omega?<br /> * What do figures 15 and 16 in the Omega paper mean regarding MapReduce performance?<br /> * Borg depends on Paxos more than previous systems we have covered. What roles does Paxos have in Borg?<br /> * Do you see any similarities between Borg and HTCondor?<br /> * What are Borglets?<br /> * What does compaction mean in the context of evaluating Borg?<br /> * How are Borg jobs isolated inside Google? How about for GCE?<br /> * How are cgroups important to Borg and Kubernetes? What problem do they address?<br /> * Why is static linking important for containers?<br /> * How are these systems &quot;application oriented&quot;? What does that mean?<br /> * To what extent do Borg and Kubernetes look like distributed operating systems?</div>

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