Dynatrace

NOVEMBER 9, 2023

Efficient coordination among resource usage, requests, and allocation is critical. By gaining insights into how your Kubernetes workloads utilize computing and memory resources, you can make informed decisions about how to size and plan your infrastructure, leading to reduced costs.

Efficiency 274

Efficiency Monitoring Best Practices Open Source 274

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding. ETL workflows), as well as downstream (e.g.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

FEBRUARY 1, 2024

Business and technology leaders are increasing their investments in AI to achieve business goals and improve operational efficiency. Armed with this data, the developer can then change the query to ask for the statements over a period (for example, the previous week). In this example, there is a suspicious increase in scripting events.

Artificial Intelligence 186

Artificial Intelligence Analytics Efficiency Database 186

Dynatrace

JANUARY 31, 2024

For example, a Stanford University and UC Berkeley team noted in a research study that ChatGPT behavior deteriorates over time. Using the example of a chatbot, once the user submits a natural language prompt, RAG summarizes that prompt using semantic data. Consequently, AI model drift and hallucinations emerge as primary concerns.

Cache 204

Cache Azure Infrastructure Monitoring 204

Dynatrace

DECEMBER 21, 2023

This is a rather simple move as it doesn’t directly impact your infrastructure, just your contract with your electricity provider. Most approaches focus on improving Power Usage Effectiveness (PUE), a data center energy-efficiency measure. energy-efficient data centers—cloud providers—achieve values closer to 1.2. A PUE of 1.0

Cloud 209

Cloud Energy Best Practices Cache 209

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 247

AWS Efficiency Azure Cloud 247

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens. Dynatrace provides analytics and automation for unified observability and security.

Government 203

Government Infrastructure Programming Cloud 203

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. 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.

Artificial Intelligence 183

Artificial Intelligence DevOps Strategy Open Source 183

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. Your company operates a massive distributed architecture that spans multiple data centers and cloud providers, and your databases are a crucial part of this infrastructure.

Metrics 106

Metrics Monitoring Database Engineering 106

Dynatrace

MAY 24, 2023

Dynatrace is proud to provide deep monitoring support for Azure Linux as a container host operating system (OS) platform for Azure Kubernetes Services (AKS) to enable customers to operate efficiently and innovate faster. An example dashboard for Kubernetes workload might look like the following. What is Azure Linux? Performance.

Azure 227

Azure Monitoring Operating System Virtualization 227

Dynatrace

SEPTEMBER 5, 2023

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. This enables efficient resource allocation, avoiding unnecessary expenses and ensuring optimal performance. This is just one example of predictive AI in action. Proactive resource allocation. Capacity planning.

Artificial Intelligence 263

Artificial Intelligence DevOps Analytics Engineering 263

The Netflix TechBlog

NOVEMBER 17, 2022

For example, we invest in next-generation, royalty-free codecs and sophisticated video encoding optimizations. Video downscaling is the most pertinent example herein, which tailors our encoding to screen resolutions of different devices and optimizes picture quality under varying network conditions. A visual example is shown below.

Network 292

Network Media Innovation Efficiency 292

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. For example, Blumira offers a third-party solution while AWS provides its own with CloudWatch.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

MARCH 18, 2024

In a Dynatrace Perform 2024 session, Kristof Renders, director of innovation services, discussed how a stronger FinOps strategy coupled with observability can make a significant difference in helping teams to keep spiraling infrastructure costs under control and manage cloud spending. Unnecessary data transfer. On-demand payment agreement.

Best Practices 232

Best Practices Strategy Cloud AWS 232

Dynatrace

JULY 18, 2023

While infrastructure has historically been treated as a bottleneck where proper scaling and compute power are applied to improve performance, these aspects are now typically addressed by hyperscalers that offer cloud-based infrastructure and infrastructure as a service.

Best Practices 190

Best Practices Code Infrastructure Latency 190

Dynatrace

OCTOBER 4, 2023

Companies that exploit these technologies can discover risks early, remediate problems, and to innovate and operate more efficiently are likely to achieve competitive advantage. With this kind of comprehensive observability, teams can ensure business resilience with systems that operate efficiently and reliably, and keep customers satisfied.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

APRIL 13, 2023

Log auditing—and its investigative partner, log forensics—are becoming essential practices for securing cloud-native applications and infrastructure. As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging.

Analytics 185

Analytics Java Infrastructure Cloud 185

Dynatrace

JUNE 7, 2023

Container orchestration allows an organization to digitally transform at a rapid clip without getting bogged down by slow, siloed development, difficult scaling, and high costs associated with optimizing application infrastructure. Like Kubernetes, it allocates resources efficiently and ensures high availability and fault tolerance.

Open Source 206

Open Source Social Media Infrastructure Operating System 206

Dynatrace

JUNE 26, 2023

The move to SaaS By utilizing services and solutions from the Azure infrastructure, organizations can leverage all the power that the Dynatrace SaaS model provides. This ensures efficient operation, built-in security, and the latest innovations and features delivered seamlessly in a bi-weekly release cycle. Obligations to end users.

Azure 204

Azure Infrastructure Availability Innovation 204

Dynatrace

OCTOBER 16, 2023

At the Dynatrace Innovate conference in Barcelona, Bernd Greifeneder, Dynatrace chief technology officer, discussed key examples of how the Dynatrace observability platform delivers value well beyond traditional monitoring. As customers continue to operate in the cloud, their needs for efficiency and cost-effectiveness only grow.

Innovation 197

Innovation DevOps Cloud Efficiency 197

Dynatrace

MAY 2, 2024

With the ability to generate new content—such as images, text, audio, and other data—based on patterns and examples taken from existing data, organizations are rushing to capitalize on the AI model. AI and security need to go hand-in-hand Generative AI is becoming increasingly popular in organizations across nearly every industry.

Artificial Intelligence 229

Artificial Intelligence Cloud Best Practices DevOps 229

Dynatrace

SEPTEMBER 9, 2022

Based on IDC’s research, 83% of enterprises are rationalizing, or optimizing, their technology infrastructure. According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. Improved efficiency.

Strategy 227

Strategy Benchmarking Serverless Infrastructure 227

Dynatrace

FEBRUARY 15, 2023

And operations teams need to forecast cloud infrastructure and compute resource requirements, then automatically provision resources to optimize digital customer experiences. An automated workflow, for example, might identify an application issue, send an alert to ServiceNow, generate a help desk ticket, and even trigger a remediation step.

Code 212

Code DevOps Cloud Analytics 212

Dynatrace

FEBRUARY 21, 2024

To remain competitive in today’s fast-paced market, organizations must not only ensure that their digital infrastructure is functioning optimally but also that software deployments and updates are delivered rapidly and consistently. In this example, we will focus on ensuring releases do not have any known vulnerabilities.

Speed 207

Speed Software Software Latency 207

Dynatrace

JULY 6, 2022

Vulnerability management is one example of a DevSecOps workflow that teams should automate to ensure vulnerability scans run regularly. With ever-evolving infrastructure, services, and business objectives, IT teams can’t keep up with routine tasks that require human intervention. Digital process automation tools. Read eBook now!

Artificial Intelligence 189

Artificial Intelligence Tuning Strategy Big Data 189

Dynatrace

JULY 29, 2022

As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Consider the following ways teams can apply log analytics to on-premises and multicloud infrastructures: Application deployment verification. What are the use cases for log analytics? Better-quality code.

Analytics 215

Analytics Storage Retail Monitoring 215

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Increased efficiency for Lambda function configurations. AWS Lambda is one of the most popular serverless compute services in the market.

Lambda 166

Lambda AWS Serverless Infrastructure 166

Dynatrace

OCTOBER 30, 2023

Finally, this complexity puts additional burden on developers who must focus on not only building more complex applications, but also managing the underlying infrastructure. One of the keys to managing cloud costs is ensuring that operations are running efficiently.

Engineering 245

Engineering DevOps Innovation Storage 245

Dynatrace

JUNE 5, 2023

What F5 extensions do Dynatrace extensions are equipped with “domain knowledge,” providing you with the necessary information to monitor your F5 BIG-IP instances efficiently. Example of an automatically generated dashboard for F5 instances. Example F5 overview dashboard.

Traffic 194

Traffic Virtualization Metrics Monitoring 194

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Platform engineering improves developer productivity by providing self-service capabilities with automated infrastructure operations. Companies now recognize that technologies such as AI and cloud services have become mandatory to compete successfully.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

Dynatrace

JULY 29, 2022

As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Consider the following ways teams can apply log analytics to on-premises and multicloud infrastructures: Application deployment verification. What are the use cases for log analytics? Better-quality code.

Analytics 181

Analytics Storage Retail Monitoring 181

Dynatrace

JULY 12, 2022

AIOps and observability for infrastructure management. This kind of IT automation “ingests data from every layer in the stack — from the infrastructure layer to the application layer and even user experience data,” says Bipin Singh, director of product marketing at Dynatrace. And then we never see these issues manifest again.

Innovation 219

Innovation Infrastructure DevOps Azure 219

The Netflix TechBlog

NOVEMBER 11, 2022

Our goal is to empower creators with innovative tools that support them in effectively and efficiently create the best media possible. Here are just a few examples: We maintain a growing suite of video understanding models that categorize characters, storylines, emotions, and cinematography.

Media 239

Media Virtualization Efficiency Innovation 239

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Increased efficiency for Lambda function configurations. AWS Lambda is one of the most popular serverless compute services in the market.

Lambda 130

Lambda AWS Serverless Infrastructure 130

Percona

FEBRUARY 14, 2023

micro" key_pair_name = "sshKey1" path_to_key_pair_storage = "/tmp/" volume_type = "gp2" } Overall I like using Terraform as it offers the following benefits: Automation : Terraform automates the process of creating, updating, and managing infrastructure, reducing the risk of errors and increasing efficiency.

Monitoring 120

Monitoring Infrastructure Open Source AWS 120

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). Yet observability into syslog data on Dynatrace would help you monitor and troubleshoot infrastructure.

Strategy 180

Strategy AWS Open Source Transportation 180

Dynatrace

APRIL 25, 2023

For example, to handle traffic spikes and pay only for what they use. 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. Scale automatically based on the demand and traffic patterns.

Serverless 207

Serverless Lambda Azure AWS 207