Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 186

Analytics Infrastructure Storage Efficiency 186

Dynatrace

MARCH 29, 2024

.” While Kubernetes’ usability and ubiquity make it the ideal environment for cloud-based production tasks, operational oversight and resource management challenges can frustrate DevOps efforts to drive efficiency. ” First, Akamas collects metrics, then recommends configuration improvements and applies these recommendations.

Engineering 225

Engineering DevOps Operating System Open Source 225

The Netflix TechBlog

JUNE 7, 2021

Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices. The Flow Exporter also publishes various operational metrics to Atlas. So how do we ingest and enrich these flows at scale ?

Network 325

Network Transportation AWS Cloud 325

Dynatrace

APRIL 21, 2023

State and local agencies must spend taxpayer dollars efficiently while building a culture that supports innovation and productivity. APM helps ensure that citizens experience strong application reliability and performance efficiency. million annually through retiring legacy technology debt and tool rationalization. over five years.

Government 160

Government Infrastructure Innovation Monitoring 160

Dynatrace

APRIL 25, 2023

These functions are executed by a serverless platform or provider (such as AWS Lambda, Azure Functions or Google Cloud Functions) that manages the underlying infrastructure, scaling and billing. Enable faster development and deployment cycles by abstracting away the infrastructure complexity.

Serverless 206

Serverless Lambda Azure AWS 206

Dynatrace

MAY 17, 2022

From a cost perspective, internal customers waste valuable time sending tickets to operations teams asking for metrics, logs, and traces to be enabled. A team looking for metrics, traces, and logs no longer needs to file a ticket to get their app monitored in their own environments.

Availability 316

Availability Scalability Cloud Metrics 316

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. You’re getting all the architectural benefits of Grail—the petabytes, the cardinality—with this implementation,” including the three pillars of observability: logs, metrics, and traces in context.

Analytics 185

Analytics Innovation Metrics Database 185

Dynatrace

FEBRUARY 8, 2021

Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Some companies are still using different tools for application performance monitoring, infrastructure monitoring, and log monitoring. Any log event (JSON or plain text) via HTTP REST API.

Cloud 259

Cloud Azure Analytics AWS 259

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. This evolution in automation, referred to as answer-driven automation, empowers teams to address complex issues in real time, optimize workflows, and enhance overall operational efficiency.

DevOps 219

DevOps Traffic Efficiency Servers 219

Dynatrace

NOVEMBER 10, 2022

This architectural method encompasses software containers, service meshes, microservices , immutable infrastructure, and declarative APIs to create an environment that is inherently scalable, extendable, and easy to manage through automation. Immutable infrastructure. Therefore, organizations should use them as little as possible.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

The Netflix TechBlog

AUGUST 10, 2020

and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. These are summarized below: Instead of relying on other objective metrics, such as PSNR†, VMAF is employed to guide optimization decisions.

Innovation 239

Innovation Traffic Network Efficiency 239

Dynatrace

NOVEMBER 15, 2021

This includes troubleshooting issues with software, services, and applications, and any infrastructure they interact with, such as multicloud platforms, container environments, and data repositories. Log analytics also help identify ways to make infrastructure environments more predictable, efficient, and resilient.

Analytics 208

Analytics Monitoring Artificial Intelligence DevOps 208

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

APRIL 26, 2022

Fast, consistent application delivery creates a positive user experience that can ultimately drive customer loyalty and improve business metrics like conversion rate and user retention. With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings.

Monitoring 202

Monitoring Social Media IoT Metrics 202

Dynatrace

JULY 2, 2020

By minimizing bandwidth and preventing unrelated traffic between data centers, you can maintain healthy network infrastructure and save on costs. Network zones help global enterprises that have multiple data centers around the world by routing traffic efficiently, thereby avoiding unnecessary traffic between data centers and network regions.

Network 162

Network Traffic Tuning Infrastructure 162

Dynatrace

NOVEMBER 24, 2020

Do we have the ability (process, frameworks, tooling) to quickly deploy new services and underlying IT infrastructure and if we do, do we know that we are not disrupting our end users? Automatic collection of the entire set of services that publish metrics to Amazon CloudWatch. Stay tuned. AWS 5-pillars. Dynatrace and AWS.

AWS 144

AWS Artificial Intelligence Best Practices Lambda 144

Scalegrid

MARCH 22, 2024

Choosing the Right Cloud Services Choosing the right cloud services is crucial in developing an efficient multi cloud strategy. Adopting spot instances for less critical tasks, which are less expensive than on-demand or reserved instances, is an efficient way of managing expenses.

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

SEPTEMBER 29, 2021

Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. For a deeper look into how to gain end-to-end observability into Kubernetes environments, tune into the on-demand webinar Harness the Power of Kubernetes Observability. Networking.

Open Source 301

Open Source Traffic DevOps Cloud 301

Dynatrace

SEPTEMBER 28, 2020

Getting the problem status of all environments has to be efficient. Websockets allows efficient data push via multicast to browsers and D3.js Stay tuned for my next part of this series where I will cover another visualization and how it helped me optimize the Dynatrace Anomaly Detection settings and our operations processes!

Storage 205

Storage Architecture Tuning Efficiency 205

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint.

AWS 52

AWS Energy IoT Best Practices 52

Dynatrace

MAY 27, 2021

In this article, I take a deeper look into continuous delivery (CD), and describe how this phase of the process is the key to achieving greater efficiency in your software development life cycle. This rapid feedback enables developers to stay focused on innovation instead of managing infrastructure. Testing quality improves.

Best Practices 130

Best Practices DevOps Open Source Cloud 130

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Dynatrace

JANUARY 19, 2021

A single pane of glass to view trace information along with AWS CloudWatch metrics. Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. extension provides insights into traces and metrics from each monitored Lambda function.

Lambda 208

Lambda Serverless AWS Mobile 208

Dynatrace

FEBRUARY 10, 2021

Broad-scale observability focused on using AI safely drives shorter release cycles, faster delivery, efficiency at scale, tighter collaboration, and higher service levels, resulting in seamless customer experiences. To cut through the noise of observability on such a scale, AI is a prerequisite. What’s next.

Cloud 167

Cloud DevOps Speed Azure 167

Dynatrace

FEBRUARY 9, 2021

All technologies and extensions provide or permit additional contexts, like user sessions and experience, interdependencies between components, or code-level information in addition to the three pillars of observability (traces, metrics, and logs). So please stay tuned for updates. .

Software 144

Software Software Technology Technology 144

Percona

FEBRUARY 24, 2023

To achieve this in a secure and efficient manner, a key requirement for any database monitoring and management software is to have robust access management features. Label-based access control is a security mechanism that allows companies to control who can access specific metrics based on their labels.

Metrics 106

Metrics Monitoring Database Engineering 106

Dynatrace

DECEMBER 9, 2020

We are moving from static to very dynamic infrastructure and applications. Which metrics are relevant for your business, anyway? Which metrics are relevant for your business, anyway? Modern observability tools provide many metrics, but which ones are really important for your business?

Metrics 151

Metrics Engineering Google Monitoring 151

Percona

AUGUST 17, 2023

In another survey, using multiple metrics for overall popularity, PostgreSQL ranks as the fourth most popular database management system ( DB-Engines, March 2023 ). Such a do-it-yourself approach adds complexity to the IT team’s work and requires them to build PostgreSQL infrastructure from various open source extensions.

Open Source 78

Open Source Healthcare Social Media Database 78

KeyCDN

AUGUST 15, 2019

Before you begin tuning your website or application, you must first figure out which metrics matter most to your users and establish some achievable benchmarks. Quantitative performance testing looks at metrics like response time while qualitative testing is concerned with scalability, stability, and interoperability.

Testing Tools 55

Testing Tools Best Practices Performance Testing Testing 55

Particular Software

APRIL 9, 2018

While you probably wouldn't expect this from a software infrastructure company, we opened a theme park! This infrastructure monitoring helps us understand whether our theme park has the infrastructure it needs to operate. Infrastructure monitoring is also common in the software industry. Welcome to Particular World.

Systems 40

Systems Infrastructure Monitoring Tuning 40

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

The Netflix TechBlog

NOVEMBER 6, 2023

To train these parameters as well as fine-tune the pretrained image-text model weights, we leverage in-house datasets that pair shots of varying durations with rich textual descriptions of their content. Engineering and Infrastructure Our trained model gives us a text encoder and a video encoder. closeup shots, caution elements).

Media 225

Media Social Media Tuning Efficiency 225

KeyCDN

OCTOBER 31, 2018

Retrace Retrace is a performance monitoring tool with an excellent error tracking feature to help you identify exceptions and address bugs quickly and efficiently. Aside from infrastructure monitoring, New Relic can collect user data and provide valuable analysis to assist you in creating a better user experience.

Development 57

Development Open Source Java AWS 57

SQL Performance

MARCH 8, 2021

This can make it difficult to draw sound performance-tuning conclusions. Batch operators are implemented so that multiple threads can work efficiently on a single shared structure (e.g. How row mode metrics are collected. As before, total execution time is very close the the sum of individual operator elapsed times. hash table).

Servers 95

Servers Tuning Architecture Processing 95

SQL Performance

MARCH 5, 2020

Generally speaking, this means that the client side is not consuming the results efficiently, but based on the ensuing discussion I became intrigued enough to do some testing of whether or not an execution plan would actually impact the ASYNC_NETWORK_IO waits significantly.

Education 55

Education Servers Testing Tuning 55

The Netflix TechBlog

APRIL 29, 2019

An easy, though imprecise, way of thinking about Netflix infrastructure is that everything that happens before you press Play on your remote control (e.g., Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. are you logged in?

Open Source 279

Open Source Network Infrastructure Big Data 279