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Sustainability Talks and Updates from AWS re:Invent 2023

Adrian Cockcroft

The Pantheon in Rome — Extremely sustainable architecture — photo by Adrian I wrote a medium post after AWS re:Invent 2022 summarizing the (lack of) news and all the talks related to Sustainability. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint.

AWS 52
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Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

Investigating a video streaming failure consists of inspecting all aspects of a member account. Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. which is difficult when troubleshooting distributed systems.

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Lerner?—?using RL agents for test case scheduling

The Netflix TechBlog

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. Detect a regression in a test case. It can be used in Python notebooks ?

Testing 163
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What is Google Cloud Functions?

Dynatrace

In a time when modern microservices are easier to deploy, GCF, like its counterparts AWS Lambda and Microsoft Azure Functions , gives development teams an agility boost for delivering value to their customers quickly with low overhead costs. Avoid lock-in with open-source technologies. Using GCF within a video analysis workflow.

Google 222
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Generative AI in the Enterprise

O'Reilly

16% of respondents working with AI are using open source models. If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” How will AI adopters react when the cost of renting infrastructure from AWS, Microsoft, or Google rises?

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Titan Graph Database Integration with DynamoDB: World-class Performance, Availability, and Scale for New Workloads

All Things Distributed

It opens up the possibility to enjoy the value that graph databases bring to relationship-centric use cases, without worrying about managing the underlying storage. Social media apps navigate relationships between friends, photos, videos, pages, and followers. Enter graph databases. Graph databases at Amazon.

Database 134
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Automating the Automators: Shift Change in the Robot Factory

O'Reilly

There are various implementations–from the industrial-grade AWS SageMaker Autopilot and Google Cloud Vertex AI , to offerings from smaller players–but, in a nutshell, some developers spotted that same for() loop and built a slick UI on top. This person is comfortable talking to databases to pull data, then calling Pandas to transform it.

Tuning 130