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Tag: Kubernetes

Kubeflow Emerges for ML Workflow Automation

Feb 11, 2019 |

Many data scientists today find it burdensome to manually execute all of the steps in a machine learning workflow. Moving and transforming data, training models, then promoting them into production – all of it requires the data scientist’s close attention. Read more…

Google Brings Kubernetes Operator for Spark to GCP

Jan 30, 2019 |

Those looking to run Apache Spark on clusters managed with Kubernetes will be interested in the new Spark operator for Kubernetes unveiled by Google today. The software, which is in beta, will be supported on the Google Cloud Platform. Read more…

Intel Unveils Nauta, a DL Framework for Containerized Clusters

Jan 23, 2019 |

Intel today unveiled Nauta, a new distributed computing framework for running deep learning models in Kubernetes and Docker-based environments. The chip giant says Nauta will make it easier for data scientists to develop, train, and deploy deep learning workloads on large clusters, “without all the systems overhead and scripting needed with standard container environments.” Read more…

Predictions for Application Development in 2019

Jan 3, 2019 |

Application development has become a cloud-focused initiative in many enterprises. Consequently, the languages, tools, and platforms needed to support today’s development initiatives are rapidly evolving.

Application development is also a discipline in which data science is assuming a greater role. Read more…

Apache Pulsar Goes Cloud Native

Dec 11, 2018 |

Apache Pulsar, the distributed messaging and storage system that emerged two years ago from Yahoo, joins the growing list of analytics tools being made available via the Kubernetes cluster orchestrator—in this case running on the Google Cloud Platform. Read more…

Cloudera Gives a Peek at Future ML Platform

Dec 5, 2018 |

Cloudera continued its evolution away from Hadoop today by announcing a technical preview for Cloudera Machine Learning, its new data science and data engineering platform that’s based on Kubernetes, which enables it to run in the cloud and on premise. Read more…

Red Hat Adds Kafka Streaming to OpenShift

Nov 12, 2018 |

Red Hat is adding data streaming capability to its OpenShift container platform with the addition of a distribution based on Apache Kafka.

AMQ Streams is described as a high-end data streaming tool built on Kafka stream processing. Read more…

Google Ups its AI Game

Nov 8, 2018 |

Google Cloud is rolling out an “AI Hub” supplying machine learning content ranging from data pipelines and TensorFlow modules. It also announced a new pipeline component for the Google-backed Kubeflow open-source project, the machine learning stack built on Kubernetes that among other things packages machine learning code for reuse. Read more…

Dremio Fleshes Out Data Platform

Oct 30, 2018 |

Dremio today rolled out a version 3.0 update to its multi-purpose data analytics tool with new features like support for Kubernetes, a built-in data catalog, and support for Teradata, Elasticsearch, and Microsoft ADLS data sources, among others. Read more…

New Cloudera Plots a Course Toward a Unified Future

Oct 24, 2018 |

The merger of Hortonworks and Cloudera will eliminate competition in the market for big data platforms and create a clear leader in the space. Once the transaction is complete, the new Cloudera will embark upon the challenging task of merging the two companies’ Read more…

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