Scalegrid

MARCH 22, 2024

Choosing the Right Cloud Services Choosing the right cloud services is crucial in developing an efficient multi cloud strategy. Ready to take your database management to the next level with ScaleGrid’s cutting-edge solutions? Elevate your cloud strategy today with ScaleGrid!

Strategy 130

Strategy Cloud Government Innovation 130

Percona

DECEMBER 27, 2023

of respondents are currently utilizing databases in Kubernetes (k8s). These indicators suggest that the adoption of databases on k8s is in its early stages and is likely to continue growing in the future. Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in.

Cloud 83

Cloud Open Source Strategy Best Practices 83

Dynatrace

FEBRUARY 8, 2021

Putting logs into context with metrics, traces, and the broader application topology enables and improves how companies manage their cloud architectures, platforms and infrastructure, optimizing applications and remediate incidents in a highly efficient way. So please stay tuned for updates. . What’s next.

Cloud 264

Cloud Azure Analytics Open Source 264

Dynatrace

DECEMBER 18, 2023

This challenge has given rise to the discipline of observability engineering, which concentrates on the details of telemetry data to fine-tune observability use cases. This covers the infrastructure, processes, and the application stack, including tracing, profiling, and logs. What is Prometheus? Observability engineering success!

Metrics 201

Metrics Engineering Energy Tuning 201

Dynatrace

AUGUST 28, 2020

Manual tasks like shutting down virtual machines in bulk or creating database backups can be error prone. Azure Data Factory is a hybrid data integration service that enables you to quickly and efficiently create automated data pipelines—without writing any code. Therefore, automation not only saves time, it also boosts reliability.

Azure 170

Azure Cloud Tuning Monitoring 170

Percona

AUGUST 17, 2023

PostgreSQL is open source relational database management software. Most recently, in StackOverflow’s 2022 Stack Developer Survey , PostgreSQL took a slight lead over MySQL (46.48% to 45.68%) as the most popular database platform among professional developers. What is PostgreSQL used for? Is PostgreSQL enterprise-ready?

Open Source 83

Open Source Healthcare Social Media Database 83

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

Percona

FEBRUARY 24, 2023

As a result, it becomes increasingly important to protect the confidentiality of information to prevent data leaks and facilitate easy access to relevant data sources and tools for the related teams without having to sift through unrelated databases or environmental data. to monitor and diagnose. +50

Metrics 111

Metrics Monitoring Database Engineering 111

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. This model supports both simple and complex data models, balancing flexibility and efficiency.

Latency 252

Latency Storage Cache Efficiency 252

Percona

OCTOBER 18, 2023

Migrating a proprietary database to open source is a major decision that can significantly affect your organization. Today, we’ll be taking a deep dive into the intricacies of database migration, along with specific solutions to help make the process easier.

Open Source 97

Open Source Database Strategy Hardware 97

Dynatrace

JANUARY 26, 2021

This allows teams to sidestep much of the cost and time associated with managing hardware, platforms, and operating systems on-premises, while also gaining the flexibility to scale rapidly and efficiently. REST APIs, authentication, databases, email, and video processing all have a home on serverless platforms.

Serverless 246

Serverless Efficiency Lambda AWS 246

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. We do not use it for metrics, histograms, timers, or any such near-real time analytics use case.

Latency 240

Latency Storage Traffic Tuning 240

Dynatrace

JULY 22, 2024

Metrics are typically aggregated and stored in time series databases for monitoring and alerting purposes. Text-based records of events and activities generated by applications and infrastructure components. Employ efficient sampling. Quantitative measurements that track the performance and health of systems over time.

Latency 253

Latency Best Practices Metrics Open Source 253

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 211

Analytics Infrastructure Storage Architecture 211

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

Dynatrace

JANUARY 14, 2022

Its ability to densely schedule containers into the underlying machines translates to low infrastructure costs. Tuning thousands of parameters has become an impossible task to achieve via a manual and time-consuming approach. The baseline configuration—the initial sizing of microservices—only provided an efficiency of 0.29

Latency 227

Latency Tuning Efficiency AWS 227

Dynatrace

FEBRUARY 16, 2023

This unified approach enables Grail to vault past the limitations of traditional databases. And without the encumbrances of traditional databases, Grail performs fast. “In In most cases, especially with more complex queries, Grail gives you answers at five to 100 times more speed than any other database you can use right now.”

Analytics 210

Analytics Innovation Metrics Database 210

Dynatrace

SEPTEMBER 29, 2021

Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. For a deeper look into how to gain end-to-end observability into Kubernetes environments, tune into the on-demand webinar Harness the Power of Kubernetes Observability. Networking.

Open Source 322

Open Source DevOps Traffic Cloud 322

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 212

Storage Latency Efficiency Data Engineering 212

Dynatrace

NOVEMBER 10, 2022

This architectural method encompasses software containers, service meshes, microservices , immutable infrastructure, and declarative APIs to create an environment that is inherently scalable, extendable, and easy to manage through automation. Immutable infrastructure. Microservices. Default to managed services.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

MARCH 11, 2021

I wanted to understand how I could tune Dynatrace’s problem detection, but to do that I needed to understand the situation first. This is required for understanding how I intend to improve the efficiency of (manual) alert ticket handling. The color of the line reflects the impact of the problem: infrastructure, service or application.

Tuning 264

Tuning Architecture Monitoring Big Data 264

The Netflix TechBlog

JULY 26, 2021

With dependable near real-time data, Studio teams are able to track and react better to the ever-changing pace of productions and improve efficiency of global business operations using the most up-to-date information. In the initial stage, data consumers set up ETL pipelines directly pulling data from databases.

Big Data 257

Big Data Government Analytics Processing 257

The Netflix TechBlog

OCTOBER 27, 2020

Therefore, we must efficiently move data from the data warehouse to a global, low-latency and highly-reliable key-value store. What is Bulldozer Bulldozer is a self-serve data platform that moves data efficiently from data warehouse tables to key-value stores in batches. Figure 1 shows how we use Bulldozer to move data at Netflix.

Latency 252

Latency Storage Big Data Tuning 252

The Netflix TechBlog

JANUARY 10, 2024

Moving away from the use of dedicated instances that were constrained in quantity, we tapped into Netflix’s internal trough created due to autoscaling microservices, leading to significant improvements in computation elasticity as well as resource utilization efficiency. The results are saved to a database so they can be reused.

Processing 238

Processing Media Latency Innovation 238

The Netflix TechBlog

DECEMBER 17, 2019

Andreas Andreakis , Ioannis Papapanagiotou Overview Change-Data-Capture (CDC) allows capturing committed changes from a database in real-time and propagating those changes to downstream consumers [1][2]. In databases like MySQL and PostgreSQL, transaction logs are the source of CDC events. Designed with High Availability in mind.

Database 221

Database Traffic Transportation Open Source 221

The Netflix TechBlog

DECEMBER 17, 2019

Andreas Andreakis , Ioannis Papapanagiotou Overview Change-Data-Capture (CDC) allows capturing committed changes from a database in real-time and propagating those changes to downstream consumers [1][2]. In databases like MySQL and PostgreSQL, transaction logs are the source of CDC events. Designed with High Availability in mind.

Database 207

Database Traffic Transportation Open Source 207

O'Reilly

NOVEMBER 28, 2023

If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” And there are tools for archiving and indexing prompts for reuse, vector databases for retrieving documents that an AI can use to answer a question, and much more. We’ll say more about this later.)

Open Source 112

Open Source Google Artificial Intelligence Infrastructure 112

Dynatrace

NOVEMBER 13, 2020

With Dynatrace, you get end-to-end visibility into each user action, from the user interaction triggered on the mobile device, through the maze of cloud and on-premises services, down to the database statement. To circumvent the resource-efficient collection approach that sends data only every 2 minutes, put the app into background mode.

Code 195

Code Mobile Monitoring Infrastructure 195

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. The Linux default is usually 60 , which is not ideal for database usage. Spoiler alert: This post focuses on MongoDB 3.6.X

Best Practices 52

Best Practices Design Tuning Database 52

The Netflix TechBlog

NOVEMBER 2, 2021

For example, VQS relies on the Netflix Media Database (NMDB) to store and index the quality scores, while the Reloaded system uses a mix of non-queryable data models and files. Video quality has matured in Cosmos and we are invested in making VQS more flexible and efficient. Stay tuned for more details on these algorithmic innovations.

Media 179

Media Innovation Metrics Latency 179

Dynatrace

DECEMBER 8, 2020

One single platform drives efficient DevSecOps collaboration and automated vulnerability management. Dynatrace Application Security uses the runtime introspection approach in combination with the Snyk vulnerability database for automatic vulnerability detection at runtime. Stay tuned – this is only the start.

Cloud 302

Cloud Open Source Internet Internet 302

KeyCDN

OCTOBER 31, 2018

PHPStorm PHPStorm streamlines application development by offering integration with relational databases and other PHP tools. It might have more features than you need, but it’s especially helpful if you use MySQL for database management. Below is a run down of a few useful PHP tools for developers.

Development 57

Development Open Source Java AWS 57

Particular Software

APRIL 9, 2018

While you probably wouldn't expect this from a software infrastructure company, we opened a theme park! This infrastructure monitoring helps us understand whether our theme park has the infrastructure it needs to operate. Infrastructure monitoring is also common in the software industry. Welcome to Particular World.

Systems 40

Systems Infrastructure Monitoring Tuning 40

O'Reilly Software

APRIL 4, 2018

Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components.

Architecture 80

Architecture Scalability Google Operating System 80

SQL Performance

MARCH 8, 2021

This can make it difficult to draw sound performance-tuning conclusions. The following examples use the public Stack Overflow 2013 database ( download details ), with a single index added: CREATE INDEX PP ON dbo. Batch operators are implemented so that multiple threads can work efficiently on a single shared structure (e.g.

Servers 95

Servers Tuning Architecture Performance 95

Tech News Gather

JUNE 16, 2023

By leveraging the power of mobile technology, UberEats provides a seamless and efficient way for users to order their favorite meals from a wide range of eateries. UberEats also excels in providing a reliable and efficient delivery service. Stay tuned for valuable insights on designing a captivating UberEats clone.

Social Media 52

Social Media Tuning Strategy Media 52

High Scalability

NOVEMBER 25, 2019

Infrastructure Optimization. Chokepoint : Even sharded Berkeley DB was choking under the stress and there was a database crash with recovery taking hours, it had to be replaced. Automate schema management for some remaining databases. What Infrastructure Do You Use? Video Transcoding. Permissions. Recommendations.

Architecture 52

Architecture Cache Azure Storage 52