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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. In the following paragraphs, we will introduce a few bestpractices, particularly when using Fluent Bit 3.0.
A good Kubernetes SLO strategy helps teams manage and make containerized workloads more efficient. Kubernetes is a widely used opensource system for container orchestration. Efficient coordination of resource usage, requests, and allocation is critical.
Dynatrace Live Debugger makes troubleshooting efficient, seamless, and non-disruptive. Debug data from third-party and opensource, too! Debugging third-party and opensource code, and even external libraries for which you dont have the source code, can be an extremely complex task.
Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more.
This is done without the need to create custom dashboards and is complemented by efficient analysis capabilities that automatically guide SREs to potential root causes of anomalies, enabling more efficient work and freeing up time for essential workflows. Henrik Rexed, Open-Source Advocate.
They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. Further, automation has become a core strategy as organizations migrate to and operate in the cloud.
Building services that adhere to software bestpractices, such as Object-Oriented Programming (OOP), the SOLID principles, and modularization, is crucial to have success at this stage. This endpoint efficiently reads from all available Hollow Feeds to obtain the current status, thanks to Hollows in-memory capabilities.
This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. Application security has historically been addressed after development is completed.
In my previous article about continuous integration and continuous delivery (CI/CD) , I defined CI/CD and explained how these practices work together to help DevOps teams deliver quality software faster. As automation improves quality and efficiency, the simplest result — and perhaps the most noticeable — is getting features to users faster.
Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. This article proposes a technique using Docker, an open-source platform designed to automate application deployment, scaling, and management, as a solution to these challenges.
Kubernetes is a widely used opensource system for container orchestration. Efficient coordination among resource usage, requests, and allocation is critical. As every container has defined requests for CPU and memory, these indicators are well-suited for efficiency monitoring.
OpenTelemetry is an opensource observability project that encompasses a set of APIs, libraries, agents, and instrumentation standards. Bestpractices for implementing OpenTelemetry To maximize the benefits of OpenTelemetry, follow the bestpractices outlined below. Employ efficient sampling.
Dive in to uncover the essentials of different backup types, command-line tools, and strategic practices for robust data protection. MySQL is a popular open-source relational database management system for online applications and data warehousing. Maintaining backup security and integrity requires adherence to bestpractices.
By leveraging the power of the Dynatrace ® platform and the new Kubernetes experience, platform engineers are empowered to implement the following bestpractices, thereby enabling their dev teams to deliver best-in-class applications and services to their customers. Automation, automation, automation.
Migrating a proprietary database to opensource is a major decision that can significantly affect your organization. Advantages of migrating to opensource For many reasons mentioned earlier, organizations are increasingly shifting towards opensource databases for their data management needs.
Application developers commonly leverage open-source software when building containerized applications. In fact, the market research firm Forrester says that the average container image is comprised of 70% open-source software.[1] 1] And unfortunately, open-source software is often fraught with security vulnerabilities.
Incorporating DevSecOps practices can bring security, compliance, and development discipline to organizations seeking to move faster without sacrificing code quality: According to one survey, 96% of respondents said their organization would benefit from automating security and compliance processes , a key principle of DevSecOps.
Kubernetes is an open-source orchestration engine for containerized applications that help to automate processes such as scaling, deployments, and management with greater efficiency. . This service is a step forward to give users and adopters the tools they need to gain efficiency with automation. What is Kubernetes?
Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more.
HashiCorp’s Terraform is an open-source infrastructure as a code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. When it comes to DevOps bestpractices, practitioners need ways to automate processes and make their day-to-day tasks more efficient. Dynatrace news.
Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more.
The architecture is optimized for continuous integration and continuous deployment (CI/CD) — processes that define operating principles, development bestpractices, and rapid delivery of reliable code. A few bestpractices. In short, microservices are intended for quickly building and managing apps. Watch webinar now!
The architecture is optimized for continuous integration and continuous deployment (CI/CD) — processes that define operating principles, development bestpractices, and rapid delivery of reliable code. A few bestpractices. In short, microservices are intended for quickly building and managing apps. Watch webinar now!
The Framework is built on five pillars of architectural bestpractices: Cost optimization. Performance efficiency. Each pillar brings business and technology leaders together to help organizations choose architecture options that best strategically align to their specific business priorities as they begin their cloud journey.
PostgreSQL’s reputation as a powerful, opensource database management system has been steadily rising, making it a top choice for businesses looking to upgrade or switch their database infrastructure.
At its core, Kubernetes (often abbreviated as K8s) is an opensource tool that automates the deployment, scaling, and management of containerized applications. This makes it much easier for organizations to transition to opensource solutions, reduce costs, and avoid vendor lock-in.
Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. To address these issues, organizations that want to digitally transform are adopting cloud observability technology as a bestpractice.
As organizations introduce generative AI and continue to use opensource code libraries, APIs, microservices, and more to innovate faster, the risk of attack compounds with more entry points for bad actors access critical data. Cloud application security is crucial to every organization. Learn how security improves DevOps.
This gives us access to Netflix’s Java ecosystem, while also giving us the robust language features such as coroutines for efficient parallel fetches, and an expressive type system with null safety. For storing schema changes, we use an internal library that implements the event sourcing pattern on top of the Cassandra database.
Moreover, development teams are increasingly using third-party opensource code to boost their productivity. This practice exposes them to vulnerabilities that can crop up anywhere in the supply chain. DevSecOps automation promotes efficient processes and secure applications.
Many organizations already employ DevOps, an approach to developing software that combines development and operations in a continuous cycle to build, test, release, and refine software in an efficient feedback loop. Here’s why: Production is where most exploits take place. Truly implementing DevSecOps requires a cultural shift.
Microservices development is intrinsically optimized for continuous integration/continuous deployment ( CI/CD ) processes that apply agile development bestpractices for the rapid delivery of reliable code. Three popular opensource options include the following: Prometheus stores metrics in a time-series database.
As a micro-service owner, a Netflix engineer is responsible for its innovation as well as its operation, which includes making sure the service is reliable, secure, efficient and performant. In the Efficiency space, our data teams focus on transparency and optimization.
We want adopters of our technology to be able to deploy their critical opensource databases and applications across any public or private cloud environment. Consequently, they might miss out on the benefits of integrating security into the SDLC, such as enhanced efficiency, speed, and quality in software delivery.
It’s important to note that the “Everything as Code” methodology covers a wide variety of tools, many of which are opensource, including Infrastructure as Code, configuration management, operations, security and policies, which can each be leveraged for transforming to Everything as Code. Benefits of Everything as Code.
Bestpractices for delivering excellent digital experiences. No technology, tool, or practice can accomplish this for you. Having this real-time outlook enables your business to operate with efficiency by proactively identifying and altering for both hard and soft failures. Break down silos. Context.
The idea CFS operates by very frequently (every few microseconds) applying a set of heuristics which encapsulate a general concept of bestpractices around CPU hardware use. We’re using cvxpy as a nice generic symbolic front-end to represent the problem which can then be fed into various open-source or proprietary MIP solver backends.
A monitoring tool like Percona Monitoring and Management (PMM) is a popular choice among opensource 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.
Netflix’s internal teams strive to provide leverage by investing in easy-to-use tooling that streamlines the user experience and incorporates bestpractices. In this blog post, we are thrilled to share that we are open-sourcing one such tool: the Netflix Data Explorer.
Learn how RabbitMQ can boost your system’s efficiency and reliability in these practical scenarios. Understanding RabbitMQ as a Message Broker RabbitMQ is a powerful message broker that enables applications to communicate by efficiently directing messages from producers to their intended consumers. What is a Message Queue?
Operational Efficiency: The majority of the changes require metadata configuration files and library code changes, usually taking days of testing and service release to adopt the updates. After evaluating multiple open-source and commercial rule evaluation frameworks, we chose our internal Rules Management and Evaluation Framework?—?Hendrix.
High availability architecture for opensource databases No matter where a database infrastructure is located (on-premises, public or private cloud environment, or hybrid environment) or what technology is used — be it MySQL, PostgreSQL, or MongoDB — it’s vital to eliminate single points of failure.
To maintain competitiveness and operational efficiency — not to mention ensure security and compliance when your database version reaches End of Life (EOL) – it’s crucial to upgrade your database systems from time to time. One of the most compelling reasons to choose a professional service is the reduced risk.
As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or bestpractices for developing and deploying data-intensive applications. Can’t we just fold it into existing DevOps bestpractices? How can you start applying the stack in practice today?
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