Dynatrace

MARCH 15, 2024

This collector, fully supported and maintained by Dynatrace, is entirely open source. Understanding OpenTelemetry OpenTelemetry is an open, vendor-neutral standard for creating, collecting, and transferring telemetry data, like traces, metrics, and logs. A collector is also a powerful component for data processing.

Open Source 130

Open Source Best Practices Infrastructure Tuning 130

DZone

MARCH 7, 2023

Apache Spark is a powerful open-source distributed computing framework that provides a variety of APIs to support big data processing. In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization.

Big Data 161

Big Data Code Tuning Open Source 161

DZone

JULY 17, 2023

Apache Spark is a leading platform in the field of big data processing, known for its speed, versatility, and ease of use. However, getting the most out of Spark often involves fine-tuning and optimization. Understanding Apache Spark Apache Spark is a unified computing engine designed for large-scale data processing.

Big Data 130

Big Data Performance Open Source Tuning 130

Scalegrid

JULY 13, 2020

The unstoppable rise of open source databases. One database in particular is causing a huge dent in Oracle’s market share – open source PostgreSQL. See how open source PostgreSQL Community version costs compare to Oracle Standard Edition and Oracle Enterprise Edition. What’s causing this massive shift?

Open Source 244

Open Source Tuning C++ Database 244

Percona

MAY 1, 2023

Out of the box, the default PostgreSQL configuration is not tuned for any particular workload. It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. What is PostgreSQL performance tuning? Why is PostgreSQL performance tuning important?

Tuning 52

Tuning Efficiency Database Performance 52

Dynatrace

MARCH 29, 2024

As organizations continue to modernize their technology stacks, many turn to Kubernetes , an open source container orchestration system for automating software deployment, scaling, and management. In fact, more than half of organizations use Kubernetes in production. We can see that one node has memory pressure. It’s using 1.5

Engineering 235

Engineering DevOps Operating System Open Source 235

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Stay tuned for an upcoming blog series where we’ll give you a more hands-on walkthrough of how to ingest any kind of data from StatsD, Telegraf, Prometheus, scripting languages, or our integrated REST API. Stay tuned.

Open Source 259

Open Source Metrics Analytics Tuning 259

Dynatrace

JUNE 9, 2021

Web application security is the process of protecting web applications against various types of threats that are designed to exploit vulnerabilities in an application’s code. Snyk also reports that open-source software is a common entry point for vulnerabilities. And open-source software is rife with vulnerabilities.

Open Source 185

Open Source Entertainment Tuning Internet 185

The Netflix TechBlog

DECEMBER 7, 2020

VMAF is a video quality metric that Netflix jointly developed with a number of university collaborators and open-sourced on Github. Since its open-sourcing, we have started seeing VMAF being applied in a wider scope within the open-source community. VMAF stands for Video Multi-Method Assessment Fusion.

Metrics 154

Metrics Open Source Tuning Speed 154

Dynatrace

AUGUST 16, 2021

These include spending too much time on manual processes, finger-pointing due to siloed teams, and poor customer experience because of unplanned work. Microsoft’s GitHub is the largest open-source software community in the world with millions of open-source projects. GitHub and GitHub Actions.

Software 246

Software Software Open Source Azure 246

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. The OpenTelemetry metrics exporters are open source projects, available on GitHub. What’s next.

Metrics 151

Metrics Open Source Tuning Analytics 151

Dynatrace

JUNE 16, 2022

At the same time, open source software (OSS) libraries now account for more than 70% of most applications’ code base, increasing the risk of application vulnerabilities. This reduces false positives in your DevSecOps process. These limitations include the following: High tuning and monitoring overhead.

Tuning 231

Tuning Cloud Open Source Network 231

Dynatrace

OCTOBER 2, 2023

It is better to consider refactoring as part of the application transformation process before migrating, if possible. Many organizations also find it useful to use an open source observability tool, such as OpenTelemetry. An observability platform approach makes it easy to combine both methods.

Architecture 241

Architecture Artificial Intelligence Cloud Open Source 241

Dynatrace

JUNE 27, 2023

To date, some customers have used open source or community-backed components to forward logs from S3 to Dynatrace. Service providers such as Akamai , Fastly , Netlify , open source tools like Apache Airflow, and many others have built-in log delivery integration with S3.

AWS 208

AWS Cloud Lambda Analytics 208

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. Another source reported a 43% overall increase in Prometheus adoption for the last six months of 2021. What is Prometheus? Labels we don’t need.

Metrics 186

Metrics Engineering Energy Tuning 186

Dynatrace

OCTOBER 6, 2022

OpenTelemetry is an exciting open source observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. You can ingest OpenTelemetry data in two ways: using Dynatrace OneAgent technology or using OpenTelemetry Protocol (OTLP), which relies exclusively on open source technology.

Open Source 180

Open Source Metrics Tuning Technology 180

Dynatrace

FEBRUARY 9, 2022

Modern infrastructure needs to be elastic and GitOps approaches are used to automate the provisioning of infrastructure and applications using Git, an open-source control system that provides the change processes including reviews and approvals. Observability is required for effective collaboration and automation.

Code 225

Code Software Software DevOps 225

Percona

DECEMBER 27, 2023

We want adopters of our technology to be able to deploy their critical open source databases and applications across any public or private cloud environment. The newly formed Open Source AI Alliance , led by META and IBM, promises to support open-source AI.

Cloud 78

Cloud Open Source Strategy Best Practices 78

Dynatrace

JANUARY 26, 2021

DevSecOps is a cross-team collaboration framework that integrates security into DevOps processes from the start rather than waiting to address security in a separate silo. DevOps has gained ground in recent years as a way to combine key operational principles with development cycles, recognizing that these two processes must coexist.

DevOps 277

DevOps Best Practices Open Source Tuning 277

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 296

Cloud Open Source Internet Internet 296

Dynatrace

JULY 16, 2021

This week my colleague Michael Winkler announced the general availability of Cloud Automation quality gates , a new capability that aims to provide answer-driven release validation as part of your delivery process. The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project.

DevOps 246

DevOps Open Source Cloud Azure 246

Dynatrace

NOVEMBER 17, 2020

We at Dynatrace understand the importance of contributing our expertise in enterprise-grade intelligent observability to the open source community. Our goal as a community is to ensure OpenTelemetry is recognized as the Open Source standard for observability and distributed tracing. Stay tuned, there’s more to come!

Open Source 153

Open Source Software Engineering Government Java 153

Dynatrace

JULY 6, 2022

Weaving DevOps and the related disciplines of DevSecOps and AIOps tightly into the development process can also accelerate the process. These reduce the need to hire specialists while providing a unified view of processes and infrastructure that make SRE more focused and effective. Design, implement, and tune effective SLOs.

Best Practices 196

Best Practices Open Source Tuning Infrastructure 196

Percona

NOVEMBER 3, 2023

Sure, database migration is complex, particularly when you’re looking to migrate from a proprietary database to an open source one. Have you tuned your environment? This is particularly true when you’re migrating to an open source database that those on your staff may or may not be intimately familiar with.

Database 82

Database Open Source Benchmarking Strategy 82

Percona

APRIL 7, 2023

If we were to select the most important MySQL setting, if we were given a freshly installed MySQL or Percona Server for MySQL and could only tune a single MySQL variable, which one would it be? To be fair, that is also true with PostgreSQL; it hasn’t been tuned either, and it, too, can also perform much better.

Tuning 135

Tuning Cache Servers Benchmarking 135

Percona

APRIL 13, 2023

PostgreSQL is a popular open source relational database management system that is widely used for storing and managing data. A poor configuration , like setting low numbers of max_wal_senders while processing huge numbers of transaction requests. One of the common issues that can be encountered in PostgreSQL is replication lag.

Latency 80

Latency Tuning Open Source Network 80

Percona

AUGUST 31, 2018

Out of the box, the default PostgreSQL configuration is not tuned for any particular workload. It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. The checkpoint process flushes the data into the data files. PostgreSQL writes changes into WAL.

Tuning 55

Tuning Database Performance Benchmarking 55

Dynatrace

FEBRUARY 17, 2022

So when people hear me explain things, it’s this process of convincing myself I completely understand it.”. There are stakeholders, dependencies, and end-users throughout the process. And if you have other tools, like the open-source systems monitoring toolkit, Prometheus , you need a solution to make sense of all the data in context.

Technology 219

Technology Technology Cloud Infrastructure 219

Dynatrace

FEBRUARY 16, 2023

The goal is to turn more data into insights so the whole organization can make data-driven decisions and automate processes. Grail data lakehouse delivers massively parallel processing for answers at scale Modern cloud-native computing is constantly upping the ante on data volume, variety, and velocity.

Analytics 195

Analytics Innovation Metrics Database 195

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. are in the process of planning their VACUUM strategy.

Strategy 182

Strategy Cloud Java Open Source 182

Dynatrace

FEBRUARY 8, 2021

Logs and events play an essential role in this mix; they include critical information which can’t be found anywhere else, like details on transactions, processes, users and environment changes. New log sources complement observability data, user sessions and topology, automatically, in context. So please stay tuned for updates. .

Cloud 262

Cloud Azure Analytics AWS 262

Scalegrid

JUNE 4, 2020

As an open source database, it’s a highly popular choice for enterprise applications looking to modernize their infrastructure and reduce their total cost of ownership, along with startup and developer applications looking for a powerful, flexible and cost-effective database to work with. Throughput. PostgreSQL Benchmark Setup.

Database 230

Database Latency Benchmarking Performance 230

The Netflix TechBlog

OCTOBER 19, 2020

Reconstructing a streaming session was a tedious and time consuming process that involved tracing all interactions (requests) between the Netflix app, our Content Delivery Network (CDN), and backend microservices. The process started with manual pull of member account information that was part of the session.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

The Netflix TechBlog

AUGUST 13, 2020

You’re half awake and wondering, “Is there really a problem or is this just an alert that needs tuning? This is a critical application so you drag yourself out of bed, open your laptop, and start poring through dashboards for more info. Telltale combines a variety of data sources to create a holistic view of an application’s health.

Monitoring 210

Monitoring Tuning Traffic Metrics 210

The Netflix TechBlog

JULY 20, 2020

and thanks to the magic of open source, it’s only about a hundred lines of Python code. We deal with hundreds of thousands of requests per second in the fields of exception monitoring, log processing, and stream processing. Our solution produces 20,000 candidate lines in 20 min of computing?—?and

Development 177

Development Open Source Tuning Network 177

Percona

OCTOBER 10, 2023

This is not a general rule, but as databases are responsible for a core layer of any IT system – data storage and processing — they require reliability. Percona Monitoring and Management (PMM) – A fully open source monitoring tool to help you run your databases (not limited to MongoDB). on your radar.

Availability 97

Availability Servers Database Open Source 97

Percona

OCTOBER 12, 2023

The kubectl-flame container has the hostPID option enabled, and this provides visibility of the underlying Kubernetes node process ID namespace to collect system events from running processes on the host. In the following example, we’ll see how to manually run perf on a mysqld process inside a Kubernetes pod.

Code 108

Code Tuning C++ Benchmarking 108