Percona

OCTOBER 18, 2023

Free of vendor lock-in Vendor lock-in refers to the loss of freedom to scale, innovate, or switch to alternatives due to dependencies on a specific database vendor. Are you looking to enhance performance, improve scalability, cut expenses, or gain access to specific features you don’t currently have?

Open Source 90

Open Source Database Hardware Strategy 90

SQL Performance

JANUARY 23, 2020

"Waitstats helps us identify performance-related counters. But waits information by itself isn't enough to accurately diagnose performance problems. The queues component of our methodology comes from Performance Monitor counters, which provide a view of system performance from a resource standpoint.".

Tuning 115

Tuning Servers Monitoring Hardware 115

The Morning Paper

JUNE 27, 2019

In this paper we argue that systems for numerical computing are stuck in a local basin of performance and programmability. Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. a research paper.

Systems 87

Systems Tuning Programming Innovation 87

Adrian Cockcroft

JUNE 21, 2022

I really enjoyed the variety of working with several different customers every day, on different problems, and being part of an extremely innovative and fast growing company. We had specializations in hardware, operating systems, databases, graphics, etc.

Tuning 52

Tuning Benchmarking Engineering C++ 52

The Morning Paper

NOVEMBER 10, 2019

Rather than reimplement TCP/IP or refactor an existing transport, we started Pony Express from scratch to innovate on more efficient interfaces, architecture, and protocol. A brownout phase performs a preparatory background transfer of all the key state to a memory region shared with the new version. Performance numbers.

Network 92

Network Transportation Latency Entertainment 92

The Netflix TechBlog

APRIL 29, 2019

Such applications track the inventory of our network gear: what devices, of which models, with which hardware components, located in which sites. Our Infrastructure Security team leverages Python to help with IAM permission tuning using Repokid. We are proud to say that our team’s tools are built primarily in Python.

Open Source 279

Open Source Network Infrastructure Big Data 279

The Agile Manager

JUNE 30, 2015

Software is the means through which both of these things are done: we can use software to gather data, analyze performance and adjust operations in near real-time; we can also use software to reinforce identity, influence attitudes and drive behavior of consumers. Is every company destined to be a software company? No software, no chance.

Software 40

Software Software Innovation Hardware 40

O'Reilly Software

APRIL 4, 2018

The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components. But when we run on a cluster of machines, how can we perform the resource management required by this new generation of distributed data-intensive applications? What message process warranty level do we require?

Architecture 80

Architecture Scalability Google Operating System 80

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. That pricing won’t be sustainable, particularly as hardware shortages drive up the cost of building infrastructure.

Open Source 112

Open Source Artificial Intelligence Google Infrastructure 112

SQL Server According to Bob

JANUARY 11, 2020

​​ With new ​​ innovations ​​ come ​​ new terms, designs, ​​ and ​​ algorithms. ​​ This is similar to the ​​ suspend and resume ​​ operations performed by ​​ the operating system.

Servers 40

Servers Cache Database Media 40

All Things Distributed

MARCH 19, 2018

Finally, re-training is performed every x-many minutes/hours/days to keep the models updated with new data. The algorithm state contains all the variables, statistics, and data structures needed to perform updates, that is, all that is required to continue training. Post-training model tuning and rich states.

Scalability 159

Scalability Hardware AWS Tuning 159

High Scalability

NOVEMBER 25, 2019

For e.g., if accessing file system over WebDAV or FTP has performance issues, and it will take 4 hours to fix, then for those 4 hours, you can just kill FTP/WebDAV at kong/firewall and ask customers to use web UI or other mechanisms to work. Who performs what roles? Combination of unit, functional, integration and performance tests.

Architecture 52

Architecture Cache Azure Storage 52

All Things Distributed

OCTOBER 8, 2014

Now that we have added support for document object model while delivering consistent fast performance, I think DynamoDB is the logical first choice for any application. Let’s now look at the history behind the service and the context for new innovations that make me think that. NoSQL and Scale. address[0].city.

Availability 145

Availability Performance Scalability AWS 145

All Things Distributed

MARCH 7, 2013

We have also reduced our underlying costs through significant technical innovations from our engineering team. This allows us to tune both our hardware and our software to ensure that the end-to-end service is both cost-efficient and highly performant.

Ecommerce 139

Ecommerce Storage Scalability Hardware 139

All Things Distributed

NOVEMBER 30, 2016

Effectively applying AI involves extensive manual effort to develop and tune many different types of machine learning and deep learning algorithms (e.g. automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models.

AWS 165

AWS Lambda Artificial Intelligence Mobile 165