Dynatrace

JUNE 6, 2023

Kubernetes has become the leading container orchestration platform for organizations adopting open source solutions to manage, scale, and automate application deployment. Kubernetes is an open source container orchestration platform for managing, automating, and scaling containerized applications. What is Kubernetes?

Open Source 246

Open Source Storage Analytics Innovation 246

Percona

OCTOBER 18, 2023

Migrating a proprietary database to open source is a major decision that can significantly affect your organization. Advantages of migrating to open source For many reasons mentioned earlier, organizations are increasingly shifting towards open source databases for their data management needs.

Open Source 111

Open Source Database Strategy Hardware 111

Dynatrace

OCTOBER 4, 2022

This architecture offers rich data management and analytics features (taken from the data warehouse model) on top of low-cost cloud storage systems (which are used by data lakes). This decoupling ensures the openness of data and storage formats, while also preserving data in context. Thus, it can scale massively.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

The Netflix TechBlog

MARCH 8, 2021

Machine Configuration: Spinnaker Starting at the left of the chart, Spinnaker is an open-source platform that controls the creation of workstation pools. They could need a GPU when doing graphics-intensive work or extra large storage to handle file management. Spinnaker uses “pipelines” as instructions for creating the pools.

Entertainment 307

Entertainment Storage Open Source Hardware 307

Abhishek Tiwari

JANUARY 6, 2018

Here we present a list of 10 open-source Kubernetes tools to make your SRE and Ops teams more effective to achieve their service level objectives. The backup files are stored in an object storage service (e.g. Ark server performs the actual backup, validates it and loads backup files in cloud object storage. Telepresence.

Open Source 111

Open Source DevOps Engineering Storage 111

Dynatrace

JUNE 7, 2023

Kubernetes is an open source container orchestration platform that enables organizations to automatically scale, manage, and deploy containerized applications in distributed environments. Like Kubernetes, OpenShift is an open source Kubernetes-based container platform. What is Kubernetes? What is OpenShift?

Open Source 246

Open Source Social Media Infrastructure Operating System 246

Dynatrace

JUNE 10, 2024

As a result, organizations are implementing security analytics to manage risk and improve DevSecOps efficiency. This includes everything from multicloud deployments to microservices to Kubernetes instances and the use of open source software. According to recent global research, CISOs’ security concerns are multiplying.

Analytics 264

Analytics Network Open Source Hardware 264

The Netflix TechBlog

OCTOBER 19, 2020

Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured.

Infrastructure 236

Infrastructure Transportation Storage Open Source 236

Dynatrace

MAY 7, 2024

which offers a range of updates: HTTP/2 support: Fluentbit now supports HTTP/2, enabling efficient data transmission with Gzip compression for OpenTelemetry data, enhancing pipeline performance. By default, you have a storage type memory, but you may exceed this buffer limit if you have a lot of data. What’s new in Fluent Bit 3.0

Best Practices 279

Best Practices IoT Metrics Storage 279

High Scalability

SEPTEMBER 8, 2018

Anna is not only incredibly fast, it’s incredibly efficient and elastic too: an autoscaling, multi-tier, selectively-replicating cloud service. The issue is that Anna is now orders of magnitude more efficient than competing systems, in addition to being orders of magnitude faster. What's changed ?

Storage 199

Storage Performance AWS Cloud 199

Dynatrace

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. This method known as GitOps would also boost the speed and efficiency of practicing DevOps organizations. GitOps practices can improve infrastructure management efficiency and stability.

DevOps 278

DevOps Infrastructure Speed Cloud 278

Dynatrace

OCTOBER 4, 2022

As a result, organizations need software to work perfectly to create customer experiences, deliver innovation, and generate operational efficiency. Traditionally, though, to gain true business insight, organizations had to make tradeoffs between accessing quality, real-time data and factors such as data storage costs.

Analytics 246

Analytics Software Software Storage 246

Scalegrid

JULY 17, 2020

JSONB supports indexing the JSON data, and is very efficient at parsing and querying the JSON data. JSONB storage has some drawbacks vs. traditional columns: PostreSQL does not store column statistics for JSONB columns. JSONB storage results in a larger storage footprint. It is a decomposed binary format to store JSON.

Storage 321

Storage Database Efficiency Processing 321

Dynatrace

MARCH 24, 2023

Container technology enables organizations to efficiently develop cloud-native applications or to modernize legacy applications to take advantage of cloud services. Originally created by Google, Kubernetes was donated to the CNCF as an open source project. How does container orchestration work?

Infrastructure 246

Infrastructure Open Source Operating System Cloud 246

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security.

AWS 38

AWS Entertainment Open Source Benchmarking 38

DZone

NOVEMBER 27, 2023

An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability.

Tuning 162

Tuning Speed Performance Open Source 162

Percona

APRIL 14, 2023

How do you know if your MySQL database caching is operating efficiently? Its main data caching structure for the standard InnoDB storage engine is called Buffer Pool. I strongly believe there’s an important place for this graph on “data caching efficiency” for MySQL in PMM. MySQL does.

Cache 107

Cache Efficiency Database Monitoring 107

Percona

JANUARY 4, 2024

Managing storage and performance efficiently in your MySQL database is crucial, and general tablespaces offer flexibility in achieving this. In contrast to the single system tablespace that holds system tables by default, general tablespaces are user-defined storage containers for multiple InnoDB tables.

Storage 114

Storage Engineering Database Open Source 114

Dynatrace

MAY 26, 2021

From May 17 to May 18, 2021, the Open-Source Engineering team at Dynatrace attended the virtual observability conference, o11yfest. Trace-based sampling can help you save storage costs. This can help you save money in storage costs in the long run. Dynatrace news. Seek support from vendors on your o11y journey.

AWS 246

AWS Strategy Storage Metrics 246

The Netflix TechBlog

NOVEMBER 29, 2023

In spite of reaching higher qualities than the fixed ladder, the HDR-DO ladder, on average, occupies only 58% of the storage space compared to fixed-bitrate ladder. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. Yes, we are committed to supporting the open-source community.

Open Source 256

Open Source Software Engineering Internet Internet 256

The Netflix TechBlog

OCTOBER 28, 2021

I developed many batch and real-time data pipelines using open source technologies for AOL Advertising and eBay. Over the years, I followed the big data open-source community and Netflix tech blogs closely, and learned a lot about Netflix’s innovative engineering solutions and active contributions to the open-source ecosystem.

Data Engineering 177

Data Engineering Engineering Big Data Software Engineering 177

Dynatrace

AUGUST 21, 2023

OpenTelemetry is an open source framework that provides agents, APIs, and SDKs that automatically instrument, generate, and gather telemetry data. It also provides tools and integrations with popular open source projects, including Kubernetes, Apache Kafka, Jaeger, and Prometheus, among others. What is OpenTelemetry?

Open Source 246

Open Source Analytics Lambda Metrics 246

Dynatrace

DECEMBER 15, 2022

In this blog, we share three log ingestion strategies from the field that demonstrate how building up efficient log collection can be environment-agnostic by using our generic log ingestion application programming interface (API). Set up the configuration on the same port as specified for source data, in this example 5140.

Strategy 245

Strategy AWS Open Source Transportation 245

Dynatrace

JANUARY 31, 2024

Introducing Dynatrace OpenPipeline OpenPipeline is a stream-processing technology that transforms how the Dynatrace platform ingests data from any source, at any scale, and in any format. With OpenPipeline, you can easily collect data from Dynatrace OneAgent®, open source collectors such as OpenTelemetry, or other third-party tools.

Analytics 272

Analytics Processing Transportation Storage 272

The Netflix TechBlog

JUNE 20, 2024

To handle errors efficiently, Netflix developed a rule-based classifier for error classification called “Pensive.” SQLMesh, an open-source project born from our collective experience at companies like Airbnb, Apple, Google, and Netflix, is designed to handle the complexities of evolving data pipelines at an internet scale.

Data Engineering 203

Data Engineering Engineering Entertainment Software Engineering 203

Scalegrid

JUNE 22, 2020

MySQL is the all-time number one open source database in the world, and a staple in RDBMS space. ScaleGrid provides 30% more storage on average vs. DigitalOcean for MySQL at the same affordable price. In this benchmark, we measure MySQL throughput in terms of queries per second (QPS) to measure our query efficiency.

Database 217

Database Benchmarking Latency Performance 217

Dynatrace

AUGUST 5, 2022

For nonurgent messages, texting is a more efficient approach. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. The concept is like text messaging — a feature most mobile phone users understand. If you need to send a message, you can call the person.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

AUGUST 5, 2022

For nonurgent messages, texting is a more efficient approach. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. The concept is like text messaging — a feature most mobile phone users understand. If you need to send a message, you can call the person.

Monitoring 246

Monitoring Programming Serverless Speed 246

Percona

FEBRUARY 1, 2023

This post will look at using The Oversized-Attribute Storage Technique (TOAST) to improve performance and scalability. Therefore, TOAST is a storage technique used in PostgreSQL to handle large data objects such as images, videos, and audio files.

Storage 111

Storage Scalability Strategy Performance 111

Percona

MARCH 29, 2023

Compression in any database is necessary as it has many advantages, like storage reduction, data transmission time, etc. Storage reduction alone results in significant cost savings, and we can save more data in the same space. By default, MongoDB provides a snappy block compression method for storage and network communication.

Storage 130

Storage Network Open Source Latency 130

Dynatrace

DECEMBER 18, 2023

Another source reported a 43% overall increase in Prometheus adoption for the last six months of 2021. As the two first graduates of the open source project incubator, the Cloud Native Computing Foundation (CNCF), Kubernetes and Prometheus are usually deployed together. What is Prometheus?

Metrics 245

Metrics Engineering Energy Tuning 245

Percona

MARCH 7, 2023

One approach is to separate compute and storage to allow for independent scaling. It’s an open source alternative to AWS Aurora Postgres that utilizes a serverless architecture. It’s an open source alternative to AWS Aurora Postgres that utilizes a serverless architecture. So, what is Neon?

Serverless 128

Serverless Storage Open Source Architecture 128

Scalegrid

MARCH 28, 2024

This article will explore how they handle data storage and scalability, perform in different scenarios, and, most importantly, how these factors influence your choice. Redis Revealed: An Overview Redis, a renowned open-source, in-memory remote dictionary server, stands out for its diverse data structures and advanced features.

Cache 130

Cache Storage Architecture Scalability 130

Dynatrace

FEBRUARY 16, 2023

Grail combines the big-data storage of a data warehouse with the analytical flexibility of a data lake. Open source solutions are also making tracing harder. Learn more about the announcements at Perform 2023 in the Perform 2023 Guide: Organizations mine efficiencies with automation, causal AI.

Analytics 246

Analytics Innovation Metrics Database 246

All Things Distributed

AUGUST 20, 2015

Today, we are releasing a plugin that allows customers to use the Titan graph engine with Amazon DynamoDB as the backend storage layer. It opens up the possibility to enjoy the value that graph databases bring to relationship-centric use cases, without worrying about managing the underlying storage. Sharing it with you.

Database 119

Database Logistics Availability Social Media 119

The Netflix TechBlog

MARCH 10, 2023

are stored in secure storage layers. Amsterdam is built on top of three storage layers. The first layer, Cassandra , is the source of truth for us. By Burak Bacioglu , Meenakshi Jindal Asset Management at Netflix At Netflix, all of our digital media assets (images, videos, text, etc.)

Strategy 261

Strategy Cache Storage Analytics 261

Percona

JUNE 22, 2023

A monitoring tool like Percona Monitoring and Management (PMM) is a popular choice among open source options for effectively monitoring MySQL performance. Query performance Query performance is a key performance indicator (KPI) in MySQL, as it measures the efficiency and speed of query execution. Hint Hint, ProxySQL helps.

Performance 136

Performance Monitoring Traffic Database 136