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A fine-grained network traffic analysis with Millisampler

Engineering at Meta

How it works: Millisampler comprises userspace code to schedule runs, store data, and serve data, and an eBPF-based tc filter that runs in the kernel to collect fine-timescale data. The user code attaches the tc filter and enables data collection.

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Data Collection for Machine Learning: Steps, Methods, and Best Practices

AltexSoft

While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. What is data collection?

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Top 10+ IoT Research Topics for 2024 [With Source Code]

Knowledge Hut

IoT: Overview IoT has numerous applications in various sectors such as healthcare, agriculture, transportation, manufacturing, and smart cities. The data collected from IoT devices can be used to improve decision-making, optimize processes, and enhance customer experiences. How to Choose the Best IoT Research Topic?

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Watch Meta’s engineers discuss optimizing large-scale networks

Engineering at Meta

The talk also covers the connection of our submarine networks to our terrestrial backbone and describes how Meta designs and builds the hierarchies of the optical transport layer built on top of those fiber paths. Millisampler data allows us to characterize microbursts at millisecond or even microsecond granularity.

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Digital Transformation is a Data Journey From Edge to Insight

Cloudera

The data journey is not linear, but it is an infinite loop data lifecycle – initiating at the edge, weaving through a data platform, and resulting in business imperative insights applied to real business-critical problems that result in new data-led initiatives. Data Collection Challenge. Factory ID.

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Building Data Flows In Apache NiFi With Kevin Doran and Andy LoPresto - Episode 39

Data Engineering Podcast

How do you manage versioning and backup of data flows, as well as promoting them between environments? One of the advertised features is tracking provenance for data flows that are managed by NiFi. How is that data collected and managed? How is that data collected and managed?

Building 100
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Top 10 Benefits of Big Data

Knowledge Hut

Big data can be summed up as a sizable data collection comprising a variety of informational sets. It is a vast and intricate data set. Big data has been a concept for some time, but it has only just begun to change the corporate sector. The Department of Education uses big data for developing analytics.