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). Log ingestion strategy no. Log ingestion strategy No. Log ingestion strategy No.

Strategy 245

Strategy AWS Open Source Transportation 245

The Netflix TechBlog

MARCH 10, 2023

Elasticsearch Integration Elasticsearch is one of the best and widely adopted distributed, open source search and analytics engines for all types of data, including textual, numerical, geospatial, structured or unstructured data. It was time to take a step back and reevaluate our ES data indexing and sharding strategy.

Strategy 264

Strategy Cache Storage Analytics 264

DZone

SEPTEMBER 14, 2023

In today's data-driven world, efficient data processing plays a pivotal role in the success of any project. Apache Spark , a robust open-source data processing framework, has emerged as a game-changer in this domain.

Big Data 279

Big Data Processing Open Source Games 279

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 Hardware Strategy 111

Scalegrid

FEBRUARY 6, 2025

Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 264

Energy Cloud Airlines Strategy 264

Dynatrace

MAY 1, 2023

In addition to improved IT operational efficiency at a lower cost, ITOA also enhances digital experience monitoring for increased customer engagement and satisfaction. Here are the six steps of a typical ITOA process : Define the data infrastructure strategy. How does IT operations analytics work? Clean data and optimize quality.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

AUGUST 29, 2022

Having siloed systems that only provide visibility into one or two of these sources won’t result in an effective observability strategy. OpenTelemetry is an open source standard for gathering observability signals, including metrics, traces, and logs. 2: The emergence of OpenTelemetry affects observability .

Strategy 264

Strategy Open Source Metrics Cloud 264

Dynatrace

JULY 22, 2024

OpenTelemetry is an open source observability project that encompasses a set of APIs, libraries, agents, and instrumentation standards. Employ efficient sampling. Implement efficient sampling techniques Implement efficient sampling techniques to manage data volume. What is OpenTelemetry? Contextualize data.

Latency 264

Latency Best Practices Metrics Open Source 264

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. An advanced observability solution can also be used to automate more processes, increasing efficiency and innovation among Ops and Apps teams.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

JULY 5, 2022

In fact, according to a Forrester Consulting report , implementing an AIOps approach that provides proactive visibility helped companies improve operational efficiency and reduce false-positive alerts by 95%. For example: Greater IT staff efficiency. Create a cloud observability strategy with automatic and intelligent AIOps.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325

Dynatrace

JANUARY 26, 2021

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.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Scalegrid

MARCH 22, 2024

A well-planned multi cloud strategy can seriously upgrade your business’s tech game, making you more agile. Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Thinking about going multi-cloud?

Strategy 130

Strategy Cloud Government Innovation 130

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Software Engineering Efficiency 246

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 306

Cloud Open Source Internet Internet 306

Percona

NOVEMBER 12, 2024

Building a flexible cloud strategy means making decisions that align with operational efficiency, cost management, and scalability. Originally published on The New Stack. Public cloud platforms offer immense convenience but come with certain downsides.

Cloud 111

Cloud Strategy Scalability Efficiency 111

Dynatrace

JUNE 28, 2021

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. Armed with an understanding of their monitoring maturity, organizations can develop a strategy for harnessing their data to automate more of their operations.

Infrastructure 257

Infrastructure Monitoring Artificial Intelligence Open Source 257

Dynatrace

MAY 23, 2022

In addition, as businesses of all kinds adopt cloud-native and open source technologies, their environments become more flexible. Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency. AIOps strategy central to proactive multicloud managemen t – blog.

Strategy 246

Strategy Innovation Cloud Serverless 246

Dynatrace

MARCH 29, 2024

As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency. Source: Enterprise Strategy Group, a division of TechTarget, Inc. At the same time, challenges remain as organizations aim to become more automated.

Artificial Intelligence 246

Artificial Intelligence DevOps Strategy Open Source 246

Dynatrace

MAY 26, 2021

From May 17 to May 18, 2021, the Open-Source Engineering team at Dynatrace attended the virtual observability conference, o11yfest. A key takeaway from this talk is how important it is to be aware of the different sampling strategies and know which one makes sense for your application in a particular overload situation.

AWS 246

AWS Strategy Storage Metrics 246

Percona

NOVEMBER 9, 2023

At its core, Kubernetes (often abbreviated as K8s) is an open source tool that automates the deployment, scaling, and management of containerized applications. This makes it much easier for organizations to transition to open source solutions, reduce costs, and avoid vendor lock-in.

Efficiency 117

Efficiency Cloud Healthcare Open Source 117

Dynatrace

MAY 23, 2024

This high level of abstraction is provided by industry-grade, open source stream processing frameworks such as Kafka Streams , Apache Flink , and Spark Structured Streaming. Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume.

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

OCTOBER 4, 2022

As a result, organizations need software to work perfectly to create customer experiences, deliver innovation, and generate operational efficiency. Here are five steps to creating a modern data stack and AI strategy for observability, AIOps, and application security. Your key business objectives will drive your strategy and metrics.

Analytics 246

Analytics Software Software Storage 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

All Things Distributed

OCTOBER 24, 2016

At Netflix, Adrian played a key role in the company's much-discussed migration to a "cloud native" architecture, and the open sourcing of the widely used (and award-winning) NetflixOSS platform. Adrian will also spend time engaging with developers in the Amazon-sponsored and supported open source communities.

AWS 167

AWS Open Source Education Architecture 167

Dynatrace

MAY 2, 2024

Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind. Organizations building out their cloud security strategy must prioritize an end-to-end view of their cloud, applications, microservices, and more to keep their data secure.

Artificial Intelligence 264

Artificial Intelligence Cloud Best Practices DevOps 264

Dynatrace

MARCH 16, 2021

In theory, implementing an AIOps solution across enterprise IT environments can improve efficiency, drive better overall business value, and improve customer success. This is a tough task for even large, experienced teams at the best of times, and almost impossible with the increasing use of third-party and open-source tools and technologies.

Artificial Intelligence 262

Artificial Intelligence Open Source Cloud Analytics 262

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 238

Infrastructure Transportation Storage Open Source 238

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 206

Data Engineering Engineering Entertainment Software Engineering 206

The Netflix TechBlog

SEPTEMBER 10, 2024

Continuous instrumentation is critical to catching such matters as they emerge, and eBPF, with its hooks into the Linux scheduler with minimal overhead, enabled us to monitor run queue latency efficiently. These functions ensure that our eBPF program remains safe and efficient while retrieving the cgroup ID from the task struct.

Latency 262

Latency Metrics Programming Monitoring 262

Dynatrace

FEBRUARY 15, 2023

As cloud environments become increasingly ubiquitous, so does the need for effective and efficient management. This helps organizations to achieve proactive prevention, efficient operation, faster remediation, strong protection, and business acceleration.

Cloud 244

Cloud DevOps Code Open Source 244

Scalegrid

SEPTEMBER 5, 2024

Automatic failover is a critical strategy to achieve this. Each component has a unique function that contributes to uninterrupted service and efficient transition during failover scenarios. This open-source tool can be acquired from apt.Postgresql.org, a Debian and Ubuntu repository.

Availability 257

Availability Servers Database Open Source 257

Dynatrace

APRIL 5, 2021

The 2014 launch of AWS Lambda marked a milestone in how organizations use cloud services to deliver their applications more efficiently, by running functions at the edge of the cloud without the cost and operational overhead of on-premises servers. Dynatrace news. What is AWS Lambda? The benefits of serverless Lambda functions.

Lambda 258

Lambda AWS Serverless Hardware 258

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. AIOps done right. What is cloud migration?

AWS 246

AWS Lambda Artificial Intelligence Serverless 246

Dynatrace

AUGUST 26, 2024

From an application security and reliability perspective, DORA provides examples of appropriate tests that include open-source analysis, source code reviews, scenario tests, compatibility tests, performance tests, end-to-end tests, and penetration testing. DORA encourages a more holistic approach to security.

Government 264

Government Best Practices Infrastructure Analytics 264

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 113

Cloud Open Source Strategy Best Practices 113