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 258

Strategy Cache Analytics Storage 258

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. Many organizations respond by adding a proliferation of infrastructure monitoring tools, which in many cases, just adds to the noise. Dynatrace news.

Infrastructure 182

Infrastructure Monitoring Artificial Intelligence Open Source 182

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data.

Engineering 185

Engineering Tuning Latency Open Source 185

Dynatrace

MAY 1, 2023

IT operations analytics is the process of unifying, storing, and contextually analyzing operational data to understand the health of applications, infrastructure, and environments and streamline everyday operations. ITOA automates repetitive cloud operations tasks and streamlines the flow of analytics into decision-making processes.

Analytics 193

Analytics Artificial Intelligence Big Data Open Source 193

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 235

Artificial Intelligence Cloud Best Practices DevOps 235

Dynatrace

SEPTEMBER 21, 2023

How Dynatrace tracks and mitigates its own IT carbon footprint Like many tech companies, Dynatrace is experiencing increased demand for its SaaS-based Dynatrace platform , which we host on cloud infrastructure. As we onboard more customers, the platform requires more infrastructure, leading to increased carbon emissions.

Energy 239

Energy Cloud Airlines Strategy 239

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. Rethinking the process means digital transformation. What trends are you seeing in the industry?

Strategy 183

Strategy Performance Logistics Monitoring 183

Dynatrace

MARCH 29, 2024

Teams require innovative approaches to manage vast amounts of data and complex infrastructure as well as the need for real-time decisions. Generative AI: A type of AI that uses an algorithm trained on large amounts of data collected from diverse sources to generate various types of content, including text, images, audio, and synthetic data.

Artificial Intelligence 188

Artificial Intelligence DevOps Strategy Open Source 188

Dynatrace

NOVEMBER 2, 2023

Setting aside APRA’s mandate and the heavy fines and penalties of non-compliance – it’s in companies’ best interests to undergo the process of identifying, assessing, and mitigating operational risk within the business. Organisations typically waste valuable time discussing and deciding the right strategy for hunting down the problem.

Cloud 227

Cloud Infrastructure Strategy Hardware 227

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 Infrastructure 363

Dynatrace

JUNE 15, 2023

Cloud application security is a combination of policies, processes, and controls that aim to reduce the risk of exposing cloud-based applications to compromise or failure from external or internal threats. However, open source software is often a vector for security vulnerabilities. What is cloud application security?

Cloud 182

Cloud Open Source Architecture Monitoring 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

Dynatrace

FEBRUARY 10, 2023

Further, automation has become a core strategy as organizations migrate to and operate in the cloud. More than 70% of respondents to a recent McKinsey survey now consider IT automation to be a strategic component of their digital transformation strategies. What is a data lakehouse?

Efficiency 281

Efficiency Performance Analytics DevOps 281

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 237

Architecture Artificial Intelligence Cloud Open Source 237

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 78

Cloud Open Source Strategy Best Practices 78

Dynatrace

OCTOBER 4, 2022

However, cloud infrastructure has become increasingly complex. Further, the delivery infrastructure that makes this happen has also become complex. Here are five steps to creating a modern data stack and AI strategy for observability, AIOps, and application security. Much of the software developed today is cloud native.

Analytics 196

Analytics Software Software Storage 196

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. Open source code, for example, has generated new threat vectors for attackers to exploit. Open source software security.

Open Source 227

Open Source DevOps Java Innovation 227

Dynatrace

APRIL 11, 2023

Open source software is likewise playing a larger role in cloud computing, which brings benefits and dilemmas: bad actors have ready access to open source software and can identify new vulnerabilities to exploit. This includes collecting metrics, logs, and traces from all applications and infrastructure components.

Cloud 192

Cloud DevOps Open Source Retail 192

Dynatrace

SEPTEMBER 22, 2021

Application performance management is the wider discipline of developing and managing an application performance strategy. What was once a straightforward process in the days of monolithic applications is now considerably more complex. Application performance monitoring has a strong focus on specific metrics and measurements.

Innovation 210

Innovation Open Source Monitoring Infrastructure 210

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. To achieve these AIOps benefits, comprehensive AIOps tools incorporate four key stages of data processing: Collection. What is AIOps, and how does it work?

Artificial Intelligence 291

Artificial Intelligence Cloud Innovation Strategy 291

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. 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

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. It simplifies infrastructure management and is the driving force behind many cloud-native applications and services. have adopted Kubernetes.

Efficiency 101

Efficiency Cloud Healthcare Open Source 101

Dynatrace

JULY 6, 2022

Organizations that have achieved SRE maturity have a better handle on the state of their infrastructure, the ability to tie reliability metrics more tightly to business objectives, and the means to ensure a consistent and responsive customer experience. Dynatrace’s 2022 State of SRE Report surveyed 450 SREs across the globe.

Best Practices 193

Best Practices Open Source Tuning Infrastructure 193

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 274

DevOps Best Practices Open Source Tuning 274

Dynatrace

DECEMBER 24, 2020

They often require painstaking manual processes to piece together an accurate picture and pinpoint the source of a problem. On average, organizations are using 10 monitoring solutions across their technology stacks despite having full observability into just 11% of their application and infrastructure environments.

DevOps 249

DevOps Infrastructure Cloud Monitoring 249

Scalegrid

FEBRUARY 1, 2024

MySQL is a popular open-source relational database management system for online applications and data warehousing. Having MySQL backups for your database can speed up and simplify the recovery process. MySQL Backup Types Knowing the different backup types is another important factor when considering MySQL backup strategies.

Best Practices 130

Best Practices Storage Strategy Database 130

Dynatrace

MAY 23, 2022

In addition, as businesses of all kinds adopt cloud-native and open source technologies, their environments become more flexible. Because of their flexibility, dynamic, ephemeral environments are more difficult to monitor in real time than traditional on-premises infrastructure. See how causation-based AIOps is a game-changer.

Strategy 229

Strategy Innovation Cloud Serverless 229

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 294

Cloud Open Source Internet Internet 294

Dynatrace

JANUARY 19, 2022

A single source of truth with comprehensive RASP-based capabilities that span pre-production and production environments enables organizations to consolidate and streamline their security, development, and operations toolchains and processes. Vulnerability assessment: Protecting applications and infrastructure – Blog.

Artificial Intelligence 184

Artificial Intelligence DevOps Performance Games 184

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

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, ‍Terraform is a revolution in the way we handle infrastructure. Background‍The idea of managing infrastructure through code wasn't initiated by HashiCorp.

Open Source 52

Open Source DevOps AWS Azure 52

Percona

JUNE 22, 2023

As such, fault tolerance is more expensive to implement because it requires dedicated infrastructure that completely mirrors the primary system. Components of high availability infrastructure Multiple copies of data Data redundancy helps prevent data loss due to hardware or software failures.

Availability 106

Availability Database Open Source Hardware 106

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. Replication Strategies.

Database 230

Database Latency Benchmarking Performance 230

Dynatrace

NOVEMBER 29, 2021

It also protects your development infrastructure at scale with enterprise-grade security. OpenShift and Kubernetes can simplify access to underlying infrastructure and help manage the application life cycle and development workflows. Scale and manage infrastructure. Benefits of using OpenShift to manage Kubernetes.

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147

O'Reilly

NOVEMBER 28, 2023

16% of respondents working with AI are using open source models. Users and Nonusers AI adoption is in the process of becoming widespread, but it’s still not universal. Until AI reaches 100%, it’s still in the process of adoption. But 18% already have applications in production. We’ll say more about this later.)

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

Dynatrace

MARCH 16, 2021

While some AIOps tools offer significant benefits over manual processes, not all of them can deliver the results organizations expect. Despite these investments, these organizations have complete visibility into just 11% of the applications and infrastructure in their environments. The challenge? Reduced IT spend.

Artificial Intelligence 197

Artificial Intelligence Open Source Cloud Analytics 197

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.

AWS 233

AWS Lambda Artificial Intelligence Serverless 233