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Streaming Machine Learning Without a Data Lake

ODSC - Open Data Science

This blog post features a predictive maintenance use case within a connected car infrastructure, but the discussed components and architecture are helpful in any industry. Kai’s main area of expertise lies within the fields of Data Streaming, Analytics, Hybrid Cloud Architectures, and the Internet of Things.

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Public cloud use cases: 10 ways organizations are leveraging public cloud

IBM Journey to AI blog

Amazon Web Services (AWS), Google Cloud Platform, IBM Cloud or Microsoft Azure) makes computing resources (e.g., ready-to-use software applications, virtual machines (VMs) , enterprise-grade infrastructures and development platforms) available to users over the public internet on a pay-per-usage basis. What is a public cloud?

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How does data deduplication work?

IBM Journey to AI blog

Even relatively simple, everyday objects now routinely generate data on their own thanks to Internet of Things (IoT) functionality. Popular Desktop as a Service (DaaS) products include Azure Virtual Desktop from Microsoft and its Windows VDI. appeared first on IBM Blog. We’re in the midst of an explosion of data.

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Celebrating 40 years of Db2: Running the world’s mission critical workloads

IBM Journey to AI blog

Db2 can run on Red Hat OpenShift and Kubernetes environments, ROSA & EKS on AWS, and ARO & AKS on Azure deployments. The ability to ingest hundreds of thousands of rows each second is critical for more and more applications, particularly for mobile computing and the Internet of Things (IoT).

Database 101
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Public cloud vs. private cloud vs. hybrid cloud: What’s the difference?

IBM Journey to AI blog

Here’s a rundown of the most common cloud computing services available from the major CSPs—Amazon Web Services (AWS), Google Cloud Platform, IBM Cloud or Microsoft Azure—and other cloud services providers like VMware : Software-as-service (SaaS) is on-demand access to ready-to-use, cloud-hosted application software (e.g.,

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Citus 12: Schema-based sharding for PostgreSQL

Hacker News

In this blog post, you’ll get a high-level overview of schema-based sharding and other new Citus 12 features: What is schema-based sharding? In a follow up blog post, we’ll dive deeper into different usage scenarios and schema management. is just released, it is not yet available on Azure but it will be soon.

Database 123
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Apache Kafka use cases: Driving innovation across diverse industries

IBM Journey to AI blog

Producers and consumers A ‘producer’, in Apache Kafka architecture, is anything that can create data—for example a web server, application or application component, an Internet of Things (IoT) , device and many others. Here are a few of the most striking examples.