The Netflix TechBlog

MARCH 5, 2019

In the People space, our data teams contribute to consolidated systems of record on employees, contractors, partners and talent data to help central teams manage headcount planning, reduce acquisition cost, improve hiring practices, and other people analytics related use-cases. Can we measure the impact of Inclusion and Diversity initiatives?

Infrastructure 184

Infrastructure Cloud Scalability AWS 184

Percona

MARCH 30, 2023

The use of open source databases has increased steadily in recent years. Past trepidation — about perceived vulnerabilities and performance issues — has faded as decision makers realize what an “open source database” really is and what it offers. What is an open source database?

Open Source 73

Open Source Database Storage Scalability 73

Dynatrace

MAY 1, 2023

With 99% of organizations using multicloud environments , effectively monitoring cloud operations with AI-driven analytics and automation is critical. IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights.

Analytics 185

Analytics Artificial Intelligence Big Data Open Source 185

Dynatrace

OCTOBER 4, 2022

IT pros want a data and analytics solution that doesn’t require tradeoffs between speed, scale, and cost. With a data and analytics approach that focuses on performance without sacrificing cost, IT pros can gain access to answers that indicate precisely which service just went down and the root cause. Don’t reinvent the wheel.

Analytics 188

Analytics Software Software Storage 188

Scalegrid

JANUARY 3, 2020

Monitoring your MySQL database performance in real-time helps you immediately identify problems and other factors that could be causing issues now or in the future. It’s also a good way to determine which components of the database can be enhanced or optimized to increase your efficiency and performance. mysqld_exporter.cnf.

Monitoring 164

Monitoring Metrics Servers Database 164

Dynatrace

SEPTEMBER 17, 2019

Kubernetes (k8s) provides basic monitoring through the Kubernetes API and you can find instructions like Top 9 Open Source Tools for Monitoring Kubernetes as a “do it yourself guide”. Cluster and container Log Analytics. Dynatrace’s Response Time Hotspot Analysis automates the hotspot detection in highly distributed systems.

AWS 127

AWS Monitoring Ecommerce Lambda 127

Dynatrace

FEBRUARY 16, 2023

Grail combines the big-data storage of a data warehouse with the analytical flexibility of a data lake. With Grail, we have reinvented analytics for converged observability and security data,” Greifeneder says. These details include all the relationships among data from different sources—or cardinality.

Analytics 183

Analytics Innovation Metrics Database 183

Dynatrace

NOVEMBER 18, 2021

With PurePath ® distributed tracing and analysis technology at the code level, Dynatrace already provides the deepest possible insights into every transaction. By unifying log analytics with PurePath tracing, Dynatrace is now able to automatically connect monitored logs with PurePath distributed traces. How to get started.

Analytics 222

Analytics Cloud Java Serverless 222

The Netflix TechBlog

MAY 21, 2019

We needed a way to run agents and tie the runs to the internal infrastructure for analytics, reporting, and visualizations. Lerner, as a web-service, relies on Amazon Web Services (AWS) and Netflix’s Open Source Software (OSS) tools. We wanted the to tool be available as a standalone library as well as scalable API service.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

DECEMBER 18, 2020

This year I wrote two open-source apps for Dynatrace users. There are no hosts, no backend, no database – just HTML, CSS, and JavaScript. Now we have performance and errors all covered: Business Analytics. Digital Business Analytics can help answer those questions. Dynatrace news. Dashboard Powerups.

Analytics 135

Analytics Metrics IoT Monitoring 135

SQL Server According to Bob

OCTOBER 26, 2017

In-database Machine Learning in SQL Server 2017. SQL Server 2017: Fast, faster, and the fastest database everywhere you need it. Analysis Services Innovations in SQL Server 2017. Analysis Services Innovations in SQL Server 2017. Webinar: Get enterprise-grade features at open-source prices with SQL Server 2017 on Linux.

Servers 40

Servers Azure Open Source Database 40

Dynatrace

JANUARY 31, 2024

Davis provides automatic anomaly detection and root-cause analysis, precisely pinpointing performance and security issues and enabling the automatic generation of detailed tickets with automatic routing to the appropriate team. Infrastructure monitoring mode offers the same capabilities except tracing and profiling.

Analytics 171

Analytics Infrastructure Monitoring Cloud 171

SQL Performance

NOVEMBER 18, 2019

The various types are: General purpose – Balanced CPU-to-memory ratio, small to medium databases. Memory optimized – High memory-to-CPU ratio, relational database servers, medium to large caches, and in-memory analytics. Compute optimized – High CPU-to-memory ration, medium traffic web servers and application servers.

Azure 76

Azure Benchmarking Storage Virtualization 76

Dynatrace

SEPTEMBER 29, 2021

Docker Engine is built on top containerd , the leading open-source container runtime, a project of the Cloud Native Computing Foundation (DNCF). Kubernetes is an open-source container orchestration platform for managing, automating, and scaling containerized applications. Event logs for ad-hoc analysis and auditing.

Open Source 299

Open Source Traffic DevOps Cloud 299

Dynatrace

MAY 17, 2023

OpenTelemetry , the open source observability tool, has become the go-to standard for instrumenting custom applications to collect observability telemetry data. Among the usual details, like the top N errors and pages, we’ll find here the two main areas for performance analysis and user behavior.

Metrics 169

Metrics Monitoring Database Network 169

Dynatrace

NOVEMBER 27, 2020

Our metric exporters allow for ingestion of OpenTelemetry-instrumented custom metrics into the Dynatrace open analytics and AI platform, giving you precise and actionable analytics across the entire software life cycle. Collect usage statistics by pre-instrumenting an open-source framework. “We record(value); }.

Metrics 140

Metrics Open Source Lambda Serverless 140

Dynatrace

NOVEMBER 23, 2020

To ensure observability, the open source CNCF project OpenTelemetry aims at providing a standardized, vendor-neutral way of pre-instrumenting libraries and platforms and annotating UserLAnd code. Getting specific metrics from libraries that are pre-instrumented with OpenTelemetry (for example, database drivers).

Metrics 151

Metrics Open Source Tuning Analytics 151

Dynatrace

FEBRUARY 12, 2024

The new observability app for databases from Dynatrace was built to cater to all requirements of database administrators (DBAs), from swiftly assessing database availability and performance to delving into architectural intricacies for efficient troubleshooting.

Engineering 179

Engineering Development Infrastructure Cloud 179

Dynatrace

DECEMBER 8, 2020

Open source has also become a fundamental building block of the entire cloud-native stack. While leveraging cloud-native platforms, open-source and third-party libraries accelerate time to value significantly, it also creates new challenges for application security.

Cloud 288

Cloud Open Source Internet Internet 288

The Netflix TechBlog

JULY 26, 2021

Such a paradigm aspires to assist front-line operations personnel and stakeholders in “running the business”²; performing their tasks through means such as ad hoc analysis, decision-support, and tracking (of tasks, assets, schedules, etc). In the initial stage, data consumers set up ETL pipelines directly pulling data from databases.

Big Data 256

Big Data Government Analytics Processing 256

Scalegrid

OCTOBER 7, 2019

As this open source database continues to pull new users from expensive commercial database management systems like Oracle, DB2 and SQL Server, organizations are adopting new approaches and evolving their own to maintain the exceptional performance of their SQL deployments. Most Used Languages with PostgreSQL.

Strategy 182

Strategy Cloud Java Open Source 182

Scalegrid

JUNE 11, 2019

Ready to transition from a commercial database to open source, and want to know which databases are most popular in 2019? Wondering whether an on-premise vs. public cloud vs. hybrid cloud infrastructure is best for your database strategy? Cloud Infrastructure Analysis : Public Cloud vs. On-Premise vs. Hybrid Cloud.

Open Source 55

Open Source Database Cloud Infrastructure 55

O'Reilly

NOVEMBER 28, 2023

AI users say that AI programming (66%) and data analysis (59%) are the most needed skills. 16% of respondents working with AI are using open source models. If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” Or is there still room for growth?

Open Source 111

Open Source Artificial Intelligence Google Infrastructure 111

O'Reilly Software

OCTOBER 25, 2018

It's not exhaustive: we left out testers, and other roles depending on your organization, such as release engineers, database administrators, project managers, and so on. It’s more analysis and art than science. Imagine you've been enlisted to create a recommendation to the CTO for a new database system to replace your legacy system.

Strategy 96

Strategy Database Technology Technology 96

Dynatrace

JANUARY 5, 2022

Therefore, we implemented Dynatrace in almost all major applications for our customers to gain visibility from end-user to code-level and to reduce time with problem fixing and pro-active scalability optimizations by using Dynatrace’s AI-based root cause analysis. Each step is automated from provisioning infrastructure to problem analysis.

Testing 215

Testing Open Source Metrics Infrastructure 215

Dynatrace

MAY 28, 2020

You may have seen over the past few months we have been extensively promoting Service Level Indicators (SLIs) and Service Level Objectives (SLOs) as part of our Open Source project Keptn. Step-by-step guide: SRE-driven performance analysis with Dynatrace. Please note – there is no need to restart your database servers.

Engineering 190

Engineering Performance Metrics Best Practices 190

O'Reilly Software

OCTOBER 23, 2018

Sharding and partitioning the database affords greater performance and distribution but creates complexity that is difficult to manage. Balancing problem solving with creating and exploiting new opportunities through imagination and analysis is the cornerstone of a great strategy. Machiavelli, The Art of War.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

JUNE 1, 2021

Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Millions of lines of code comprise these apps, and they include hundreds of interconnected digital services and open-source solutions , and run in containerized environments hosted across multiple cloud services.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Smashing Magazine

NOVEMBER 22, 2021

This includes building websites, hosting websites, managing campaigns, SEO, analytics, CRM, and much more. There are various performance budgeting products and open-source tools available, but we decided to create our own custom budgeting service called Perfer.

Website 128

Website Performance Google Media 128

Smashing Magazine

AUGUST 3, 2023

But once we had a good understanding, we knew exactly what to look for and began analyzing the analytics of our user data to identify areas that could be improved. We can then forward this data to a custom analytics service. One of the key Next.js The reportWebVitals function.

Performance 75

Performance Cache Traffic Metrics 75

Smashing Magazine

JANUARY 6, 2020

Study common complaints coming into customer service and sales team, study analytics for high bounce rates and conversion drops. Run performance experiments and measure outcomes — both on mobile and on desktop (for example, with Google Analytics ). Treo Sites provides competitive analysis based on real-world data.

Performance 145

Performance Cache Network Metrics 145