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How to Design a Modern, Robust Data Ingestion Architecture

Monte Carlo

A data ingestion architecture is the technical blueprint that ensures that every pulse of your organization’s data ecosystem brings critical information to where it’s needed most. A typical data ingestion flow. Popular Data Ingestion Tools Choosing the right ingestion technology is key to a successful architecture.

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AI and ML: No Longer the Stuff of Science Fiction

Cloudera

Roads and Transport Authority, Dubai. The Roads and Transport Authority (RTA) operating in Dubai wanted to apply big data capabilities to transportation and enhance travel efficiency. For this, the RTA transformed its data ingestion and management processes. .

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A RoCE network for distributed AI training at scale

Engineering at Meta

When Meta introduced distributed GPU-based training , we decided to construct specialized data center networks tailored for these GPU clusters. We opted for RDMA Over Converged Ethernet version 2 (RoCEv2) as the inter-node communication transport for the majority of our AI capacity.

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Data Ingestion: 7 Challenges and 4 Best Practices

Monte Carlo

Data ingestion is the process of collecting data from various sources and moving it to your data warehouse or lake for processing and analysis. It is the first step in modern data management workflows. Table of Contents What is Data Ingestion? Decision making would be slower and less accurate.

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How Universal Data Distribution Accelerates Complex DoD Missions

Cloudera

To drive these data use cases, the Department of Defense (DoD) communities and branches require a reliable, scalable data transport mechanism to deliver data (from any source) from origination through all points of consumption; at the edge, on-premise, and in the cloud in a simple, secure, universal, and scalable way.

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Ingest Data Faster, Easier and Cost-Effectively with New Connectors and Product Updates

Snowflake

But at Snowflake, we’re committed to making the first step the easiest — with seamless, cost-effective data ingestion to help bring your workloads into the AI Data Cloud with ease. Like any first step, data ingestion is a critical foundational block. Ingestion with Snowflake should feel like a breeze.

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What is Streaming Analytics?

Cloudera

Transportation: Monitor truck health and performance from smartphones and tablets, prioritize needed reports, and quickly identify the nearest dealer service locations. A modern streaming architecture consists of critical components that provide data ingestion, security and governance, and real-time analytics.

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