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An overview of end-to-end entity resolution for big data

The Morning Paper

An overview of end-to-end entity resolution for big data , Christophides et al., It’s an important part of many modern data workflows, and an area I’ve been wrestling with in one of my own projects. Open source ER systems. ACM Computing Surveys, Dec. 2020, Article No. All of the discussed approaches require schemas.

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Experiences with approximating queries in Microsoft’s production big-data clusters

The Morning Paper

Experiences with approximating queries in Microsoft’s production big-data clusters Kandula et al., I’ve been excited about the potential for approximate query processing in analytic clusters for some time, and this paper describes its use at scale in production. ICDE’16 (PowerDrill is a Google internal system).

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What is IT automation?

Dynatrace

Automating IT practices without integrated AIOps presents several challenges. While automating IT practices can save administrators a lot of time, without AIOps, the system is only as intelligent as the humans who program it. Big data automation tools. The challenges of automating IT and how to combat them.

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What is a Distributed Storage System

Scalegrid

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage 130
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The AWS GovCloud (US) Region - All Things Distributed

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics. AWS GovCloud (US) will be used by several of these agencies to help them with their Bigger-than-Big-Data needs.

AWS 111
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Why test data management is more important than you think

Testsigma

IBM Big Data and Analytics Hub website cited a case study, where a US insurance company was estimating 15% of their testing efforts to be just test data collection for the backend system and the frontend system. The test data management for the company had become a big problem and had to be solved.

Testing 60
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APAC Summer Tour - All Things Distributed

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. Next to a presentation by me about HPC on AWS, there is a panel with Japanese HPC experts moderated by Dr Kazuyuki Shudo of Titec. I will be presenting about how CIO strategies for business continuity are changing in the light of increasing business agility.

AWS 67