Brendan Gregg

JULY 4, 2021

It's an exciting time for developments in computer performance, not just for the BPF technology (which I often [write about]) but also for processors with 3D stacking and cloud vendor CPUs (e.g., Titus, the Netflix container management platform, is now open source,” [link] Apr 2018 - [Cutress 19] Dr. Ford, et al., “TCP

Performance 52

Performance Latency Hardware Storage 52

Brendan Gregg

FEBRUARY 28, 2023

At USENIX SREcon22 APAC I gave the opening keynote on the future of computer performance, rounding up the latest developments and making predictions of where I see things heading. This talk originated from my updates to Systems Performance 2nd Edition , and this was the first time I've given this talk in person!

Performance 52

Performance Latency Cache Virtualization 52

Dynatrace

JANUARY 26, 2021

VMware commercialized the idea of virtual machines, and cloud providers embraced the same concept with services like Amazon EC2, Google Compute, and Azure virtual machines. AWS Lambda functions are an example of how a serverless framework works: Developers write a function in a supported language or platform. Pay Per Use.

Serverless 244

Serverless Efficiency Lambda Azure 244

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. Training models and developing complex applications on top of those models is becoming easier.

Open Source 111

Open Source Artificial Intelligence Google Infrastructure 111

Tasktop

AUGUST 23, 2021

By bringing the development and operations teams together, elite performers again separated themselves from the competition by shortening the feedback loop by another order of magnitude. The UI is awful and the system crashes under heavy use. Sounds strange but this is more common in defense development than some would think.

Software 52

Software Software Development Social Media 52

The Netflix TechBlog

FEBRUARY 20, 2019

Historically the focus of our tooling and platform has been on AWS EC2, but with more users making the migration, we need to provide better support for container use cases. Snoops: block IO, exec() Scheduler run queue latency In the below diagram we can see a demo for a wget job.

Performance 214

Performance Latency Open Source Metrics 214

O'Reilly

MARCH 23, 2023

ChatGPT and friends include: ChatGPT itself Developed by OpenAI; based on GPT-3.5 and 4 Large language models developed by OpenAI. Kosmos-1 Developed by Microsoft, and trained on image content in addition to text. Microsoft plans to release this model to developers, though they haven’t yet. PaLM Also developed by Google.

Google 107

Google Open Source Programming Code 107

Smashing Magazine

JANUARY 11, 2021

Assets Optimizations Brotli, AVIF, WebP, responsive images, AV1, adaptive media loding, video compression, web fonts, Google fonts. In many organizations, front-end developers know exactly what common underlying problems are and what strategies should be used to fix them. Establish a performance culture. Large preview ).

Performance 145

Performance Cache Media Metrics 145

Smashing Magazine

JANUARY 6, 2020

In many organizations, front-end developers know exactly what common underlying problems are and what loading patterns should be used to fix them. Run performance experiments and measure outcomes — both on mobile and on desktop (for example, with Google Analytics ). Establish a performance culture. thanks, Guy Podjarny!

Performance 145

Performance Cache Network Metrics 145

Smashing Magazine

JANUARY 7, 2019

In many organizations, front-end developers know exactly what common underlying problems are and what loading patterns should be used to fix them. The former is particularly useful during development as it will help you identify, isolate and fix performance issues while working on the product. Establish a performance culture.

Performance 104

Performance Cache Metrics Network 104