Log Analytics for CloudOps

Jul 20, 2021 by Kevin Petrie in Decoding Data Software

ABSTRACT:

The challenge of log analytics for CloudOps is that you need to ingest, transform, index, and store millions of logs at high scale and low latency. This generates processing overhead that can choke pipelines or create sky-high compute costs. To overcome this challenge, you must either throttle...

Knowledge Graphs – Part I: What is a Knowledge Graph?

Jul 15, 2021 by Joe Hilleary in Delving Into Data

ABSTRACT:

This article, the first in a series, introduces and defines the concept of a knowledge graph. It highlights its origins and basic characteristics.

The Rise of Streaming ETL: Transforming Data in Flight for Real-Time Insight and Action

Jul 15, 2021 by Kevin Petrie in Decoding Data Software

ABSTRACT:

This report examines why and how enterprises adopt streaming ETL (extract, transform, and load) pipelines to enable three categories of real-time use cases: human insights, automated insights, and automated actions. Data teams that standardize their data pipelines, incrementally adapt existing...

The Machine Learning Lifecycle and MLOps: Building and Operationalizing ML Models - Part IV

Jul 09, 2021 by Kevin Petrie in Decoding Data Software

ABSTRACT:

Effective machine learning requires teamwork among business owners, data scientists, data engineers, machine learning engineers, and DevOps engineers.

How Effective are Your Data Analysts? Take Our Quiz to Find Out

Jul 07, 2021 by Wayne Eckerson in Data Strategy Insider

ABSTRACT:

It’s hard to quantify the value of a data analyst network. To help, Eckerson Group has put together a short quiz to help you assess their value.