Remove tag design-patterns
article thumbnail

Machine Learning for Fraud Detection in Streaming Services

The Netflix TechBlog

Background on Anomaly Detection Anomalies (also known as outliers) are defined as certain patterns (or incidents) in a set of data samples that do not conform to an agreed-upon notion of normal behavior in a given context. Based on this reasoning, we tag all the accounts that acquire licenses very quickly as anomalous.

C++ 312
article thumbnail

Using JSONB in PostgreSQL: How to Effectively Store & Index JSON Data in PostgreSQL

Scalegrid

JSONB Patterns & Antipatterns. If you store each of the keys as columns, it will result in frequent DML operations – this can be difficult when your data set is large - for example, event tracking, analytics, tags, etc. We discuss more about this approach in section “JSON Patterns & Antipatterns” below.

Storage 321
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Site-Speed Topography

CSS Wizardry

Historically, I’d maybe look at Google Analytics—or a RUM solution if the client had one already—but this is only useful for showing me particular outliers, and not necessarily any patterns across the whole project. It’s when we begin to graph the data that useful patterns emerge. See entry 6. Visualising the Data.

Speed 292
article thumbnail

Don’t Sink Your Website With Third Parties

Smashing Magazine

You’ve spent months putting together a great website design, crowd-pleasing content, and a business plan to bring it all together. You’ve focused on making the web design responsive to ensure that the widest audience of visitors can access your content. You’ve agonized over design patterns and usability. Ken Harker.

Website 131
article thumbnail

Optimizing The Image Element LCP

Smashing Magazine

I’ll cover the following: How to improve the LCP Resource load time subpart with the help of the <img> tag and a focus on proper LCP image sizing. Some explanations on the browsers’ behavior for this <img> tag and its attributes, so you can really understand and integrate your LCP image correctly. Large preview ).

Media 104
article thumbnail

React Children And Iteration Methods

Smashing Magazine

and pass the isLast prop as we did before, but we also additionally wrap this cloned element in an anchor tag. This pattern of implicitly passing in props and/or having state in the parent and passing the state and state changers down to the children as props is called the compound component pattern. Online, and live.

article thumbnail

Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support…

The Netflix TechBlog

There exists then, a certain type of work in Cosmos that should not be parallelizable, and the ask is for the queueing system to support this type of access pattern natively. We then codify this prefix as a Redis hash tag. We explain the concept in detail in the sections that follow.

Latency 212