Open in app

Sign In

Write

Sign In

knowlengr
knowlengr

676 Followers

Home

Lists

About

Jun 27

…ell as IAM credentials. Containers do not see the host’s metadata (e.g., IP, hostname, instance-id). We implemented multi-tenant isolation (CPU, memory, disk, networking and security) using a combination of Linux, Docker and our own isolation technology.

The Evolution of Container Usage at Netflix
981
8

Netflix Technology Blog

Potentially an additional security layer

Potentially an additional security layer

1 min read

1 min read


Jun 5

If the DevOps movement has gained more and more momentum over the past few years, it is because we have understood that two forces contradict each other in the development and maintenance of applications. On the one hand, we want to deploy new features to satisfy or acquire new customers while keeping an eye on the unintended consequences that the introduction of new features can have on our codebase. On the other hand, we want to stabilize what we already have to capitalize on what we have learned from past mistakes and improve it. Intuitively, we associate the first objective with development teams, and the second one with infrastructure teams, hence the subsequent drifts and misunderstandings that arise between teams. To avoid this pitfall, we have no magic solution, but we are convinced that these two objectives must be carried in the same way by everyone.

SRE at Memo Bank
1
2

guillaume arnaud

Agree as to this opposition of sorts.

Agree as to this opposition of sorts. It further extends to agile methodologies, such as Scaled Agile, which were founded on the software release cycle as a primary organizing principle. SRE is better aligned with operations ("Business As Usual" / reliability - resilience engineering in some enterprises). Agile is a…

1 min read

1 min read


Feb 14

Why do you need a semantic model?
100
2

Bojan Ciric

Agree - and for more on ontologies, check out Ontolog Forum.

Agree - and for more on ontologies, check out Ontolog Forum. Sticking to the software engineering audience, though, the immediate ask is to deliberately move away from "tags," folksonomies which the casual orthodoxy -- and not just in open source circles -- thinks can be thrown into systems without gumming up the gears of semantic layers.

1 min read

1 min read


Feb 10

Ontology: Finding meaning in data
41
1

Palantir

Not just because it dropped on my birthday, but I recommend skimming this post for a bit more…

Not just because it dropped on my birthday, but I recommend skimming this post for a bit more nuance than what is provided by referring to a "semantic layer." And, which requires more exploration than can be provided in the post, or in my comment, the ontology service interacts in…

1 min read

1 min read


Jun 10, 2022

What is Simpson’s paradox and how it relates to AI?
39
1

Udayshankar Menon

Enjoyed this post.

Enjoyed this post. I was brought here by a recent article by Katelyn Jetelina. I responded with a brief comment citing this post on LinkedIn. https://yourlocalepidemiologist.substack.com/p/the-morning-today-iswrong?s=r&utm_campaign=post&utm_medium=web

1 min read

1 min read


May 24, 2022

A Survey of Causal Inference Applications at Netflix
536
6

Netflix Technology Blog

Thanks for sharing these initiatives.

Thanks for sharing these initiatives. It's informative for outsiders to take note of the absence of traditional AI causality tools in this portfolio. For instance, reasoning through ontologies would facilitate finer-grained recommendations. Maybe there is an intentional steering-away from mention of AI. Speaking from my personal recommendations offered by Netflix…

1 min read

1 min read


Nov 26, 2021

CDPs are not the future.
386
3

Tameem Iftikhar

Some worthwhile analysis here.

Some worthwhile analysis here. A important consideration, from a data protection / privacy perspective, is how to integrate Policy Decision / Policy Enforcement Points (see https://en.wikipedia.org/wiki/Attribute-based_access_control) with your concept of the Event-based CDP.

1 min read

1 min read


Sep 14, 2021

…eptions and clearer criteria for apps that should adopt this paved road, our AppSec Engineering and User Focused Security Engineering (UFSE) teams could automate security guidance to give more appropriate automated nudges for adoption. Ever…

The Show Must Go On: Securing Netflix Studios At Scale
866
6

Netflix Technology Blog

Interesting.

Interesting. What is "User Focused Security Engineering" as a role? Are the users internal developer teams which consume security guidance or artifacts? Or Netflix consumers?

1 min read

1 min read


Sep 11, 2021

Change data capture or CDC, is a semantic for processing changes in a source for the purpose of replicating those changes to a sink. The table changes could be row changes (insert row, update row, delete row) or schema changes (add c…

Data Movement in Netflix Studio via Data Mesh
963
3

Netflix Technology Blog

Does this semantic include metadata, so that refinements or other iterations in metadata can be…

Does this semantic include metadata, so that refinements or other iterations in metadata can be made canonical or more precise across pipelines?

1 min read

1 min read


Sep 11, 2021

For each functional test run, we store the associated metadata in MongoDB. As part of this metadata, we capture what the initial version of the confidence score would return, so that it can be used as a fallback. The screenshot below shows the subset of the captured metadata for an example test run. The blue box specifically highlights the JSON object storing the initial confidence score data. We …

Improving Pull Request Confidence for the Netflix TV App
804
7

Netflix Technology Blog

Would love to learn more about how Amsterdam metadata is integrated into the Netflix SDLC.

Would love to learn more about how Amsterdam metadata is integrated into the Netflix SDLC. There is a glimpse into its life cycle in this test engineering post, but it's still a little murky to me.

1 min read

1 min read

knowlengr

knowlengr

676 Followers

Knowledge Management, Business Intelligence, informaticist, writer.

Following
  • Piethein Strengholt

    Piethein Strengholt

  • Michael Parekh

    Michael Parekh

  • Alberto Romero

    Alberto Romero

  • Livestrong Foundation

    Livestrong Foundation

  • Thomas Smith

    Thomas Smith

See all (1,092)

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Text to speech

Teams