当前位置:主页 > 物联网IoT > 正文

极速云服务器_云平台与大数据

时间:2021-01-11 16:27 来源:埃里克云 编辑:埃里克云

核心提示

IBM Corp. today unveiled a new data science and machine learning platform that one executive called "the most significant announcement we’ve made about data in years."Featuring an in-memory database, a real-time processing engine and t...

IBM Corp. today unveiled a new data science and machine learning platform that one executive called "the most significant announcement we’ve made about data in years." Featuring an in-memory database, a real-time processing engine and the ability to ingest and analyze massive amounts of data, the Cloud Private for Data constitutes an integrated data science, data engineering and application development platform. It’s intended for building event-driven applications that can handle "torrents of data from things like internet of thing sensors, online commerce, mobile devices, and more," the company said in a press release. With a combination of features that enables organizations to ingest, transform and analyze streaming data on a single software stack, the engine sits atop Cloud Private, which is IBM’s version of the Kubernetes container orchestration platform. Software containers abstract applications away from the underlying hardware, enabling them to run on any computing platform. Cloud Private for Data is intended for "anybody who wants to refine data, build models and deploy them into production in a single experience," said Rob Thomas (pictured), general manager of analytics at IBM. "Moving to a single architecture changes the cost of managing multiple product stacks," Thomas said. "You don’t need a separate data base and data governance team. The integrated features, combined with Kubernetes and a microservices architecture, he said, reduce the cost of managing multiple stacks by about 80 percent. A microservices architecture creates applications from collections of small services that are called and run as needed rather than being part of a more complex integrated application. A core feature of the platform is an intelligent data catalog enabled by machine learning technology that automates the often arduous process of creating meta-tags. That’s combined with a real-time ingestion engine based on Apache Spark and the Apache Parquet column-oriented data store. Faster cleanup IBM also said it has automated much of the data cleansing process that is estimated to consume up to 80 percent of the average data scientist’s time. "Our view is that you should leave your data where it is because we can access and federate it on public cloud and local storage," Thomas said. The Cloud Private Data platform also includes elements of IBM’s Data Science Experience, Information Analyzer, Information Governance Catalog, Data Stage, Db2 and Db2 Warehouse. The combination can ingest up to 1 million rows per second and 250 billion events per day for both transaction and analytical processing. IBM has also automated provisioning with a microservices-based approach that removes much of the need for manual configuration. "We say whatever infrastructure you’ve got is what we’ll work with," he said, adding that the full stack "provisions in minutes." IBM is pitching the platform at the growing number of users looking to build machine learning models but constrained by the inability to process the large amounts of data that such models require. "Our ability to put AI to use is limited by a lack of data, and the biggest issue is collection and preparation," Thomas said. "If you can do those right, then using natural language processing and AI is much easier." IBM intends to support all major machine learning libraries. "My view is that this is the reinvention of the database," Thomas said. "You’d struggle to find anything comparable." To help customers down the road toward AI, IBM has gathered more than 30 data scientists, machine learning engineers, decision optimization engineers, data engineers and data journalists into a no-charge consultancy that can help solve data science problems. IBM expects the team, which is already working with more than 50 customer organizations, to grow to 200 people over the next few years. Image: SiliconANGLE Since you’re here … Show your support for our mission with our one-click subscription to our YouTube channel (below). The more subscribers we have, the more YouTube will suggest relevant enterprise and emerging technology content to you. Thanks! Support our mission:    >>>>>>  SUBSCRIBE NOW >>>>>>  to our YouTube channel. … We’d also like to tell you about our mission and how you can help us fulfill it. SiliconANGLE Media Inc.’s business model is based on the intrinsic value of the content, not advertising. Unlike many online publications, we don’t have a paywall or run banner advertising, because we want to keep our journalism open, without influence or the need to chase traffic.The journalism, reporting and commentary on SiliconANGLE — along with live, unscripted video from our Silicon Valley studio and globe-trotting video teams at theCUBE — take a lot of hard work, time and money. Keeping the quality high requires the support of sponsors who are aligned with our vision of ad-free journalism content. If you like the reporting, video interviews and other ad-free content here, please take a moment to check out a sample of the video content supported by our sponsors, tweet your support, and keep coming back to SiliconANGLE.

  • <strong>返现网-合成纸与传统纸相比的可持续性,</strong> 返现网-合成纸与传统纸相比的可持续性,

    下载Technavio公布了其最新的市场研究报告,题为《2020-2024年美洲合成纸市场》(图片:Business Wire)Technavio公布了其最新的市场研究报告,题为《2020-2024年美洲合成纸市场》(图片:...

  • <strong>5118大数据-Elmhurst1925通过三种新的季节性</strong> 5118大数据-Elmhurst1925通过三种新的季节性

    下载Elmhurst®1925季节性乳霜(照片:商业新闻)Elmhurst®1925季节性乳霜(照片:商业新闻)全尺寸小预览缩略图小预览缩略图2020年9月22日上午9:37东部夏令时ELMA,N.Y.-(商业新闻短讯)...

  • <strong>广西大数据-欧洲金融科技公司停业6个月</strong> 广西大数据-欧洲金融科技公司停业6个月

    阿姆斯特丹——(商业新闻)--今天芬奇资本发布了其2020年欧洲金融科技状况年度报告。该报告涵盖了影响金融科技行业的一系列主题:我们今天的处境;CV-19的影响;并购难题;以及...

  • <strong>物联网应用-技术进步促进市场增长</strong> 物联网应用-技术进步促进市场增长

    下载Technavio公布了其最新的市场研究报告,题为《2020-2024年全球住宅烟雾探测器市场》(图片:商务连线)Technavio公布了其最新的市场研究报告,题为《2020-2024年全球住宅烟雾探测器...

  • <strong>大数据分析-人才管理软件促进市场增长的</strong> 大数据分析-人才管理软件促进市场增长的

    下载Technavio日前公布了其最新的市场研究报告,题为《全球人才管理软件市场2020-2024》(图片来源:Business Wire)Technavio日前公布了其最新的市场研究报告,题为《全球人才管理软件市...

  • <strong>tnrt新零售企业应用中心-建设和扩建海港</strong> tnrt新零售企业应用中心-建设和扩建海港

    下载Technavio公布了其最新的市场研究报告,题为《2020-2024年全球拖船市场》(图片:商务连线)Technavio公布了其最新的市场研究报告,题为《2020-2024年全球拖船市场》(图片:商务连...

  • <strong>返利软件-格兰西普龙盖和默里律师事务所</strong> 返利软件-格兰西普龙盖和默里律师事务所

    洛杉矶——(商业新闻)--格兰西普龙盖律师事务所("GPM")宣布,已向美国加州北区地方法院提起集体诉讼,标题为"Saintjermain v.Fluigm Corporation,et al。,(案件编号20-cv-06617)代表在...

  • <strong>微信返利机器人-不断增长的肥胖人口促进</strong> 微信返利机器人-不断增长的肥胖人口促进

    下载Technavio公布了其最新的市场研究报告,题为《2020-2024年全球减肥补充剂市场》(图片:商业连线)。Technavio公布了其最新的市场研究报告,题为《2020-2024年全球减肥补充剂市场》...

  • <strong>积分返现-2020台湾创新科技博览会可持续</strong> 积分返现-2020台湾创新科技博览会可持续

    台湾台北讯(商报)--随着地球资源的日益枯竭,世界各国对绿色产业政策的决心越来越大。今年三月,欧盟委员会通过了新的循环经济行动计划。英国、日本和中国将为应对"海洋塑...