Scalegrid

JANUARY 25, 2024

Understanding Redis Performance Indicators Redis is designed to handle high traffic and low latency with its in-memory data store and efficient data structures. These essential data points heavily influence both stability and efficiency within the system. offers the Software Watchdog specifically designed for this purpose.

Metrics 130

Metrics Monitoring Latency Cache 130

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 83

Cloud Open Source Strategy Best Practices 83

Percona

APRIL 17, 2023

The main objective of this post is to share my experience over the past years tuning MongoDB and centralize the diverse sources that I crossed in this journey in a unique place. systemctl stop tuned $ systemctl disable tuned Dirty ratio The dirty_ratio is the percentage of total system memory that can hold dirty pages.

Best Practices 52

Best Practices Design Tuning Database 52

Tech News Gather

JUNE 16, 2023

Building a successful UberEats clone requires a well-planned strategy that takes into account various aspects, including market research, feature prioritization, intuitive design, robust development, and targeted marketing campaigns. UberEats also excels in providing a reliable and efficient delivery service.

Social Media 52

Social Media Tuning Strategy Media 52

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. With the help of security experts, we have designed and developed heuristic functions in order to discover a wide range of suspicious behaviors.

C++ 312

C++ Metrics Tuning Strategy 312

Percona

OCTOBER 18, 2023

Compatibility Open source databases are designed with interoperability at their core, adhering to industry standards and offering support for a wide range of data import and export formats. Strategy: Choosing your path Having a strategy for your migration will make the move to open source go that much smoother.

Open Source 96

Open Source Database Hardware Strategy 96

Percona

OCTOBER 4, 2023

Access control: Tailor access permissions for child roles based on their inheritance, ensuring a granular and secure access control strategy. Percona Distribution for PostgreSQL provides the best and most critical enterprise components from the open-source community, in a single distribution, designed and tested to work together.

C++ 104

C++ Open Source Tuning Database 104

The Netflix TechBlog

DECEMBER 8, 2021

With 2021 set to be a new high for the number of data breaches , it was plainly evident that we needed to evolve how we approach our cloud infrastructure security strategy. Utilizing Snare, we were able to perform more granular tuning and aggregation of findings leading to an average of 73.5% Prateek Sharma & Ely Kahn.

AWS 196

AWS Cloud Infrastructure Scalability 196

Smashing Magazine

NOVEMBER 8, 2021

At the limit, statically generated, edge delivered, and HTML-first pages look like the optimal strategy. Enabling dynamic commerce requires close integration between server and client, an optimized streaming and data fetch strategy, and a production platform that operates at scale. Stay tuned for more in 2022! More after jump!

Cache 135

Cache Best Practices Strategy Servers 135

Percona

AUGUST 5, 2023

If you don’t have well-designed and small columns for this composite primary key, it could enlarge all of your secondary indexes. Various partition types, like RANGE, LIST, HASH, and KEY, are used for specific needs, from range-based data to custom criteria, to ensure efficient data handling and the optimization of queries.

Strategy 40

Strategy Storage Database Best Practices 40

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint.

AWS 52

AWS Energy IoT Best Practices 52

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments. Storage: don’t break the bank!

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Dynatrace

AUGUST 29, 2019

” So, we began designing a repeatable solution to this challenge, represented in our ACM methodology below. Once we can build high-quality software, faster, and more often, the Fully Automated Delivery Pipeline is there to ensure we can get that functionality to our users in an efficient and safe way.

Cloud 140

Cloud DevOps Strategy Monitoring 140

CSS Wizardry

NOVEMBER 3, 2020

So many false starts, tedious workflows, and a complete lack of efficiency really made it difficult for me to find momentum. For now, I’m usually sat with a coffee, some tunes on, and an old-school pen and paper making notes. A couple of years ago, my first few days on a new web performance project were always slow going.

Speed 292

Speed Ecommerce Metrics Analytics 292

Percona

JULY 6, 2023

In PostgreSQL, there are different ways it can leverage the indexes to produce the most efficient plan. But still, this is one of the most efficient ways of retrieving data from a table. If your workload and service design affords it, consider filtering your data thinking in retrieving just a few rows.

Best Practices 94

Best Practices Tuning Database Testing 94

The Morning Paper

JUNE 27, 2019

Convolutional Capsule primitives can be implemented reasonably efficiently on CPU but problems arise on accelerators (e.g. Our interpretation of these results is that current frameworks excel at workloads where it makes sense to manually tune the small set of computations used by a particular model or family of models. GPU and TPU).

Systems 87

Systems Tuning Programming Innovation 87

Dynatrace

JANUARY 19, 2021

Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. This additional insight enables you to design strategies for handling the effects of cold starts, like warming up your functions or configuring provisioned concurrency for your functions.

Lambda 211

Lambda Serverless AWS Mobile 211

Edge Perspectives

AUGUST 5, 2019

But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. Over the past century, the scalable efficiency model has driven the growth and success of large institutions around the world – corporations, governments, universities, NGO’s, etc. Scalable learning.

Strategy 17

Strategy Scalability Efficiency Programming 17

Percona

FEBRUARY 24, 2023

To achieve this in a secure and efficient manner, a key requirement for any database monitoring and management software is to have robust access management features. As a first task, Vanessa plans an access control roll-out strategy. What options regarding access control are currently available in PMM?

Metrics 110

Metrics Monitoring Database Engineering 110

Smashing Magazine

JANUARY 7, 2022

Some companies may insert a design/research spike just before the epic kicks off but it always feels reactionary and ends up being a hack shortcut. It fundamentally helps you plan ahead to reduce risk and reach the destination in a more efficient and effective way. More after jump! Jump to table of contents ?. Large preview ).

Design 92

Design Logistics Strategy Benchmarking 92

The Netflix TechBlog

JUNE 13, 2023

Therefore, the canary framework is designed to monitor operational and customer KPI metrics to detect persistent deviations and terminate the canary experiment if necessary. They enable us to further fine-tune and configure the system, ensuring the new changes are integrated smoothly and seamlessly.

Traffic 279

Traffic Metrics Systems Strategy 279

The Netflix TechBlog

DECEMBER 21, 2020

We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits. This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture.

Storage 203

Storage Latency Efficiency Data Engineering 203

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) For many teams and titles, Stills are essential to Netflix’s promotional asset strategy.

Media 169

Media Scalability Architecture Strategy 169

The Netflix TechBlog

NOVEMBER 20, 2023

We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. The incremental processing solution (IPS) described here has been designed to address the above problems. It is highly efficient with a low cost. past 3 hours or 10 days).

Processing 210

Processing Big Data Efficiency Engineering 210

Abhishek Tiwari

JULY 12, 2018

If tuned for performance, there is a good change reliability is compromised - and vice versa. This can be efficient at the beginning but counter-productive in a long run. In certain scenarios exactly-once semantics is possible but the best you can do is at-least-once or at-most-once.

Latency 63

Latency Analytics Scalability Engineering 63

The Netflix TechBlog

NOVEMBER 2, 2021

For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations.

Media 171

Media Innovation Metrics Latency 171

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. Such policies would be designed to mitigate legal problems and require regulatory compliance. of users and 3.9%

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

SQL Server According to Bob

JANUARY 11, 2020

Important Always consult with your hardware manufacturer for proper stable media strategies. For specific information on I/O tuning and balancing, you will find more details in the following document. The I/O and transactional design of SQL Server ensures that the ACID properties are fully maintained.

Servers 40

Servers Cache Media Hardware 40

O'Reilly

OCTOBER 11, 2022

Over the past decade, one problem with data science and its successors has been the assumption that all you need is data, and lots of it; analyzing that data will lead you to new products, new processes, new strategies: just follow the data and let it transform your business. Designing the loop needs to be part of the automation plan.

Games 116

Games Healthcare Processing Retail 116

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. However, this strategy does not work for all databases. We designed the framework to minimize database impact. It is required for a database to execute this query efficiently, which typically applies for systems that implement range scans over primary keys.

Database 197

Database Traffic Transportation Open Source 197

O'Reilly

SEPTEMBER 19, 2023

You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. Isn’t it nice to uncover that in a simulated environment, where we can map out our risk mitigation strategies with calm, level heads?

Hardware 99

Hardware Storage Big Data Blockchain 99

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. However, this strategy does not work for all databases. We designed the framework to minimize database impact. It is required for a database to execute this query efficiently, which typically applies for systems that implement range scans over primary keys.

Database 212

Database Traffic Transportation Open Source 212

SQL Server According to Bob

JANUARY 11, 2020

​​ With new ​​ innovations ​​ come ​​ new terms, designs, ​​ and ​​ algorithms. This is different from ​​ the reference count design ​​ that was ​​ used in SQL Server 7.0 and ​​ 2000.

Servers 40

Servers Cache Database Media 40

The Netflix TechBlog

MARCH 7, 2019

There are 2 major challenges to succeed in our mission: We want to democratize the platform and create a contribution model: with a developer and production deployment experience that is designed for data scientists and friendly to the stacks they use. B) Efficient use of memory We should optimize for sparse linear algebra.

Engineering 174

Engineering Design Innovation Java 174

High Scalability

NOVEMBER 25, 2019

To help our customers manage ongoing data explosion, we have designed many of the core components over the last few years. Version7 (Future): Move all compute to the public cloud, carve out more services for impact isolation, dynamic resource pooling to manage pets and cattle efficiently. How much upfront design should you do?

Architecture 52

Architecture Cache Azure Storage 52