O'Reilly

JANUARY 16, 2024

Unpredictable wait times : Wait times (latency) for ChatGPT’s responses are unpredictable, and there aren’t audio cues to help me establish an expectation for how long I need to wait before it responds. would do if I were on a noisy phone connection with someone and didn’t hear them clearly.

Entertainment 76

Entertainment Internet Internet Design 76

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. We expanded pipeline support to serve our studio/content-development use cases, which had different latency and resiliency requirements as compared to the traditional streaming use case. This drove the approach of the “release train”.

Processing 229

Processing Media Latency Innovation 229

The Netflix TechBlog

NOVEMBER 20, 2023

Whether in analyzing A/B tests, optimizing studio production, training algorithms, investing in content acquisition, detecting security breaches, or optimizing payments, well structured and accurate data is foundational. There are three common issues that the dataset owners usually face.

Processing 210

Processing Big Data Efficiency Engineering 210

All Things Distributed

NOVEMBER 29, 2017

Though the AWS Cloud gives you access to the storage and processing power required for ML, the process for building, training, and deploying ML models has unique challenges that often block successful use of this powerful new technology. The challenges begin with collecting, cleaning, and formatting training data.

Tuning 94

Tuning AWS Scalability Infrastructure 94

The Agile Manager

AUGUST 23, 2007

It is also not uncommon for a company to belittle the value of management by defining it as a collection of supervisory or hygienic tasks e.g., to ensure everybody on a team has taken requisite compliance training each quarter and submits their timesheet each week. 5 Grand Prix Tune-Ups” F1 Racing Magazine. 4 White, Erin. “

Innovation 40

Innovation Technology Technology Latency 40

Smashing Magazine

AUGUST 22, 2021

Because we are dealing with network protocols here, we will mainly look at network aspects, of which two are most important: latency and bandwidth. Latency can be roughly defined as the time it takes to send a packet from point A (say, the client) to point B (the server). Two-way latency is often called round-trip time (RTT).

Performance 107

Performance Network Latency Servers 107

Smashing Magazine

SEPTEMBER 6, 2021

Finally, not inlining resources has an added latency cost because the file needs to be requested. As such, a micro-optimization is, again, how you probably need to fine-tune things on a low level to really benefit from it. In our own early tests , I found seriously diminishing returns at about 40 files. What Does It All Mean?

Network 107

Network Servers Cache Traffic 107