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Category: data analytics

The CloudXPRT v1.1 beta is available!

Justin Greene
By Justin Greene
on February 18, 2021

Last week, we announced that a CloudXPRT v1.1 beta was on the way. We’re happy to say that the v1.1 beta is now available to the public on a dedicated CloudXPRT v1.1 beta download page. While CloudXPRT v1.01 remains the officially supported version on CloudXPRT.com and in our GitHub repository, interested testers can use the v1.1 beta version in new environments as we finalize the v1.1 build for official release. You are welcome to publish results as we do not expect results to change in the final, official release.

As we mentioned in last week’s post, the CloudXPRT v1.1 beta includes the following changes:

  • We’ve added support for Ubuntu 20.04.2 or later for on-premises testing.
  • We’ve consolidated and standardized the installation packages for both workloads. Instead of one package for the data analytics workload and four separate packages for the web microservices workload, each workload has a single installation package that supports on-premises testing and testing with all three supported CSPs.
  • We’ve incorporated Terraform to help create and configure VMs, which helps to prevent problems when testers do not allocate enough storage per VM prior to testing.
  • We’ve replaced the Calico network plugin in Kubespray with Weave, which helps to avoid some of the network issues testers have occasionally encountered in the CPS environment.

Please feel free to share the link to the beta download page. (To avoid confusion, the beta will not appear in the main CloudXPRT download table.) We can’t yet state definitively whether results from the new version will be comparable to those from v1.01. We have not observed any significant differences in performance, but we haven’t tested every possible test configuration across every platform. If you observe different results when testing the same configuration with v1.01 and v1.1 beta, please send us the details so we can investigate.

If you have any questions about CloudXPRT or the CloudXPRT v1.1 beta, please let us know!

Justin

Posted in benchmark, Benchmarking, BenchmarkXPRT, Cloud, CloudXPRT, Cross-platform benchmarks, data analytics, Datacenter, Hosted cloud, Hybrid cloud, IaaS, Kubernetes, microservices, on premises, Performance benchmarking, Performance of computing devices, results, Server, Ubuntu, web microservices | Tagged , , , , , , , , , , |

The CloudXPRT v1.1 beta is on the way

Justin Greene
By Justin Greene
on February 11, 2021

As we’ve been working on improvements and updates for CloudXPRT, we’ve been using feedback from community members to determine which changes will help testers most in the short term. To make some of those changes available to the community as soon as possible, we plan to release a beta version of CloudXPRT v1.1 in the coming weeks.

During the v1.1 beta period, the CloudXPRT v1.01 installation packages on CloudXPRT.com and our GitHub repository will continue to include the officially supported version of CloudXPRT. However, interested testers can experiment with the v1.1 beta version in new environments while we finalize the build for official release. 

The CloudXPRT v1.1 beta includes the following primary changes:

  • We’re adding support for Ubuntu 20.04.2 or later, the number one request we’ve received.
  • We’re consolidating and standardizing the installation packages for both workloads. Instead of one package for the data analytics workload and four separate packages for the web microservices workload, each workload will have two installation packages: one for all on-premises testing and one for testing with all three supported CSPs.
  • We’re incorporating Terraform to help create and configure VMs, which will help to prevent situations when testers do not allocate enough storage per VM prior to testing.
  • We use Kubespray to manage Kubernetes clusters, and Kubespray uses Calico as the default network plug in. Calico has not always worked well for CloudXPRT in the CSP environment, so we’re replacing Calico with Weave.


At the start of the beta period, we will share a link to the v1.1 beta download page here in the blog. You’ll be free to share this link. To avoid confusion, we will not add the beta download to the v1.01 downloads available on CloudXPRT.com.

As the beta release date approaches, we’ll share more details about timelines, access, and any additional changes to the benchmark. If you have any questions about the upcoming CloudXPRT v1.1 beta, please let us know!

Justin

Posted in benchmark, Benchmark metrics, BenchmarkXPRT, BenchmarkXPRT development community, Cloud, CloudXPRT, Clusters, Collaborative benchmark development, Cross-platform benchmarks, data analytics, Datacenter, GitHub, Hosted cloud, IaaS, Kubernetes, Linux, on premises, Performance benchmarking, web microservices | Tagged , , , , , , , , , |

We’ve fixed an installation bug in the CloudXPRT Data Analytics Workload package

Justin Greene
By Justin Greene
on February 4, 2021

Yesterday, we published an updated CloudXPRT Data Analytics workload package that fixes a problem during the package installation process. CloudXPRT uses the Helm utility, which serves as a package manager for the Kubernetes container orchestration system. Helm accesses files in a default repository, and the version of Helm that we originally used with CloudXPRT tries to access files that are no longer available. We fixed the problem by updating the code to use the latest version of Helm.

This update does not change how the benchmark workload runs, and has no impact on benchmark results. We apologize if this bug caused headaches for any testers during installation, and we appreciate your patience as we worked on a fix.

As a reminder for testers interested in experimenting with the CloudXPRT Data Analytics workload, the Overview of the CloudXPRT Data Analytics Workload paper is now available. You can find links to the paper and other resources in the Helpful Info box on CloudXPRT.com and the CloudXPRT section of our XPRT white papers page.

If you have any questions, or have encountered any obstacles during testing, please let us know!

Justin

Posted in benchmark, Benchmark metrics, BenchmarkXPRT, Cloud, CloudXPRT, Cross-platform benchmarks, data analytics, Datacenter, Hosted cloud, Hybrid cloud, Kubernetes, on premises, Performance benchmarking, White papers |

The Overview of the CloudXPRT Data Analytics Workload white paper is now available!

Justin Greene
By Justin Greene
on January 28, 2021

Today, we expand our portfolio of CloudXPRT resources with a paper on the benchmark’s data analytics workload. While we summarized the workload in the Introduction to CloudXPRT white paper, the new paper goes into much greater detail.

In addition to providing practical information about the data analytics installation package and minimum system requirements, the paper describes the workload’s test configuration variables, structural components, task workflows, and test metrics. It also discusses interpreting test results and the process for submitting results for publication.

CloudXPRT is the most complex tool in the XPRT family, and the new paper is part of our effort to create more—and better—CloudXPRT documentation. We plan to publish additional CloudXPRT white papers in the coming months, with possible future topics including the impact of adjusting specific test configuration options, recommendations for results reporting, and methods for analysis.

We hope that the Overview of the CloudXPRT Data Analytics Workload paper will serve as a go-to resource for CloudXPRT testers, and will answer any questions you have about the workload. You can find links to the paper and other resources in the Helpful Info box on CloudXPRT.com and the CloudXPRT section of our XPRT white papers page.

If you have any questions, please let us know!

Justin

Posted in Benchmark metrics, Benchmarking, BenchmarkXPRT, Cloud, CloudXPRT, Cross-platform benchmarks, data analytics, Datacenter, Hosted cloud, Hybrid cloud, on premises, Performance benchmarking, results, Servers, White papers | Tagged , , , |

The CloudXPRT learning tool is now live!

Justin Greene
By Justin Greene
on January 7, 2021

We’re happy to announce that the CloudXPRT learning tool is now live! We designed the tool to serve as an information hub for common CloudXPRT topics and questions, and to help tech journalists, OEM lab engineers, and everyone who is interested in CloudXPRT find the answers they need as quickly as possible.

The tool features four primary areas of content:

  • The Q&A section provides quick answers to the questions we receive most from testers and the tech press.
  • The CloudXPRT: the basics section describes specific topics such as the benchmark’s target platforms, workloads, companion cloud software, and hardware and software requirements.
  • The Testing and results section covers the testing process, metrics, and how to publish results.
  • The cloud primer provides brief, easy-to-understand definitions of key cloud computing terms and concepts.

The first screenshot below shows the home screen. To illustrate how some of the pop-up information sections appear, the second screenshot shows part of the Key terms and concepts module in the Cloud primer section. 

We’re excited about the new CloudXPRT learning tool! If you have any questions about the tool, or suggestions for additional content to include in it, please let us know!

Justin

Posted in benchmark, BenchmarkXPRT, Cloud, CloudXPRT, data analytics, Hosted cloud, Hybrid cloud, IaaS, Kubernetes, microservices, Performance benchmarking, Servers, web microservices | Tagged , , , , , , , , |

The AIXPRT learning tool is now live (and a CloudXPRT version is on the way)!

Justin Greene
By Justin Greene
on December 10, 2020

We’re happy to announce that the AIXPRT learning tool is now live! We designed the tool to serve as an information hub for common AIXPRT topics and questions, and to help tech journalists, OEM lab engineers, and everyone who is interested in AIXPRT find the answers they need in as little time as possible.

The tool features four primary areas of content:

  • The Q&A section provides quick answers to the questions we receive most from testers and the tech press.
  • The AIXPRT: the basics section describes specific topics such as the benchmark’s toolkits, networks, workloads, and hardware and software requirements.
  • The testing and results section covers the testing process, metrics, and how to publish results.
  • The AI/ML primer provides brief, easy-to-understand definitions of key AI and ML terms and concepts for those who want to learn more about the subject.

The first screenshot below shows the home screen. To show how some of the popup information sections appear, the second screenshot shows the Inference tasks (workloads) entry in the AI/ML Primer section. 

We’re excited about the new AIXPRT learning tool, and we’re also happy to report that we’re working on a version of the tool for CloudXPRT. We hope to make the CloudXPRT tool available early next year, and we’ll post more information in the blog as we get closer to taking it live.

If you have any questions about the tool, please let us know!

Justin

Posted in AI, AIXPRT, benchmark, BenchmarkXPRT, Cloud, CloudXPRT, computer vision, Cross-platform benchmarks, data analytics, image classification, Machine learning, object detection, OpenVINO, Performance benchmarking, TensorFlow, TensorRT | Tagged , , , , , , |

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