Dynatrace

JULY 19, 2024

Dynatrace does this by automatically creating a dependency map of your IT ecosystem, pinpointing the technologies in your stack and how they interact with each other, including servers, processes, application services, and web applications across data centers and multicloud environments. asc | fields `Host`, `Recently Restarted?

Airlines 306

Airlines Servers Retail Monitoring 306

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Data Featurization A complete list of features used in this work is presented in Table 1. The features mainly belong to two distinct classes.

C++ 323

C++ Metrics Tuning Strategy 323

CSS Wizardry

AUGUST 14, 2024

The resource is fetched and processed asynchronously while the browser is free to work on whatever other tasks there may be. Files that are render blocking prohibit the browser from presenting the page, but do permit the browser to at least construct it. The two key tasks that are not blocked are rendering and parsing.

C++ 260

C++ Testing Tools Government Testing 260

Scalegrid

NOVEMBER 4, 2020

Note: The configuration settings present in mysqld-auto.cnf always overrides the values present in the my.cnf file. mysql> RESTART; ERROR 3707 (HY000): Restart server failed (mysqld is not managed by supervisor process). This may be confusing for those transitioning from MySQL 5.7

Servers 287

Servers Programming Processing Testing 287

The Netflix TechBlog

JUNE 5, 2023

This essentially means that most of the time, our content goes through a process called frame rate conversion (aka FRC) on the source device which converts the content from its native frame rate to match the HDMI output frame rate by replicating frames. HDMI QMS is positioned to be the ideal solution to address the problem we are presenting.

Entertainment 312

Entertainment Engineering Technology Technology 312

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. A process that doesn’t just minimize risk, but also facilitates a continuous evaluation of the rollout’s impact.

Traffic 287

Traffic Metrics Systems Strategy 287

The Netflix TechBlog

NOVEMBER 12, 2024

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. Introducing sufficient jitter to the flush process can further reduce contention. The challenge lies in determining the appropriate number of buckets.

Latency 253

Latency Cache Infrastructure Strategy 253

Dynatrace

AUGUST 2, 2021

To achieve relevant insights, raw metrics typically need to be processed through filtering, aggregation, or arithmetic operations. This is especially true when the goal is to present information to non-technical users, but all technical teams can benefit from aligning raw metrics with higher-level KPIs and SLOs. Presentation matters.

Metrics 246

Metrics Analytics Google Code 246

The Netflix TechBlog

FEBRUARY 13, 2023

We accomplish this by paving the path to: Accessing and processing media data (e.g. We accomplish this by paving the path to: Accessing and processing media data (e.g. We will then present a case study of using these components in order to optimize, scale, and solidify an existing pipeline. mp4, clip1.mp4,

Media 299

Media Storage Infrastructure Systems 299

Dynatrace

AUGUST 27, 2024

The vulnerability, identified as CVE-2024-6632, allows the abuse of a form submission during the setup process to make unauthorized modifications of the database. So far, the vulnerability only appears to be exploitable by an authenticated user during the setup process. How could an attacker exploit the new SQL injection vulnerability?

Database 247

Database Analytics Processing Servers 247

Dynatrace

MARCH 14, 2023

Dynatrace provides server metrics monitoring in under five minutes, showing servers’ CPU, memory, and network health metrics all the way through to the process level, with no manual configuration necessary. How does Dynatrace help?

AWS 292

AWS Lambda Serverless Virtualization 292

Dynatrace

SEPTEMBER 3, 2024

Each of these factors can present unique challenges individually or in combination. But gaining observability of distributed environments, such as Kubernetes, microservices, and containerized application deployments, presents formidable challenges.

Infrastructure 259

Infrastructure Innovation Monitoring Software Performance 259

The Netflix TechBlog

DECEMBER 17, 2024

As Netflix expanded globally and the volume of title launches skyrocketed, the operational challenges of maintaining this manual process became undeniable. Metadata and assets must be correctly configured, data must flow seamlessly, microservices must process titles without error, and algorithms must function as intended.

Traffic 174

Traffic Scalability Strategy Monitoring 174

Dynatrace

JULY 11, 2024

This traditional approach presents key performance metrics in an isolated and static way, providing little or no insight into the business impact or progress toward the goals systems support. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends.

Monitoring 246

Monitoring Retail Energy Cloud 246

Dynatrace

MAY 15, 2020

Overcoming the barriers presented by legacy security practices that are typically manually intensive and slow, requires a DevSecOps mindset where security is architected and planned from project conception and automated for speed and scale throughout where possible. Challenge: Monitoring processes for anomalous behavior.

Government 239

Government DevOps Infrastructure Network 239

Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. They may stem from software bugs, cyberattacks, surges in demand, issues with backup processes, network problems, or human errors. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 260

Software Software Infrastructure Network 260

Dynatrace

FEBRUARY 13, 2020

Across both his day one and day two mainstage presentations, Steve Tack, SVP of Product Management, described some of the investments we’re making to continue to differentiate the Dynatrace Software Intelligence Platform. Dynatrace news.

Performance 249

Performance Mobile Analytics Innovation 249

Dynatrace

AUGUST 5, 2022

DevSecOps presents organizations that are already practicing DevOps with an alternate, more proactive perspective on security. With DevSecOps, organizations can combine security and observability with automation, transforming the SDLC into a quicker, more secure, software release process. Challenges of adopting DevSecOps.

DevOps 220

DevOps Cloud Best Practices Open Source 220

Dynatrace

JANUARY 18, 2024

In a perfect world, a robust AI model can perform complex tasks while users observe the decision process and audit any errors or concerns. To some, it’s a design methodology — a foundational pillar of the AI model development process. The term can also point to a way of using an AI tool that upholds the tenets of AI transparency.

Artificial Intelligence 224

Artificial Intelligence Healthcare Government Technology 224

The Netflix TechBlog

DECEMBER 3, 2022

Obviously not all tools are made with the same use case in mind, so we are planning to add more code samples for other (than classical batch ETL) data processing purposes, e.g. Machine Learning model building and scoring. This allows other processes, consuming our table, to be notified and start their processing.

Best Practices 362

Best Practices Code Testing Data Engineering 362

Dynatrace

AUGUST 21, 2024

The risk of impact from an existing known vulnerability also depends on whether certain processes are using the vulnerable parts of a software component. The Dynatrace third-party vulnerabilities solution provides key capabilities for detailed and continuous insights into vulnerable software components present in an IT system.

Java 242

Java Monitoring Open Source Software 242

DZone

JULY 10, 2024

In today's rapidly evolving technological landscape, developers, engineers, and architects face unprecedented challenges in managing, processing, and deriving value from vast amounts of data.

Infrastructure 195

Infrastructure Hardware Innovation Efficiency 195

Dynatrace

DECEMBER 12, 2024

For executives, these directives present several challenges, including compliance complexity, resource allocation for continuous monitoring, and incident reporting. Carefully planning and integrating new processes and tools is critical to ensuring compliance without disrupting daily operations.

Analytics 214

Analytics Government Efficiency Innovation 214

Dynatrace

JULY 11, 2019

Keptn is currently leveraging Knative and installs Knative as well as other depending components such as Prometheus during the default keptn installation process. In my case, both prometheus.knative-monitoring pods jumped in Process CPU and I/O request bytes.

Open Source 44

Open Source Metrics Monitoring Cloud 44

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. When a problem occurs, we put on our detective hats and start our mystery-solving process by gathering evidence. by Elizabeth Carretto Everyone loves Unsolved Mysteries.

Latency 299

Latency Transportation Engineering Traffic 299

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Shift-left using an SRE approach means that reliability is baked into each process, app and code change. Dynatrace news.

Engineering 260

Engineering DevOps Government Latency 260

Dynatrace

OCTOBER 4, 2024

Today, development teams suffer from a lack of automation for time-consuming tasks, the absence of standardization due to an overabundance of tool options, and insufficiently mature DevSecOps processes. This process begins when the developer merges a code change and ends when it is running in a production environment.

Software 230

Software Software Development Performance 230

The Netflix TechBlog

NOVEMBER 14, 2023

In this context, managing the data, especially when it arrives late, can present a substantial challenge! In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! Let’s dive in! What is late-arriving data? How does late-arriving data impact us?

Data Engineering 273

Data Engineering Engineering Processing Games 273

Dynatrace

DECEMBER 16, 2020

Track changes via our change management process. The signatures are automatically verified during the update process on the customer infrastructure. If a verification fails (for example, due to installation package manipulation by an attacker), the update process is stopped. Automatically run thousands of automated tests.

Software 246

Software Software Development AWS 246

Dynatrace

MARCH 22, 2021

It’s easy to modify and adjust these dashboards as required, select the most important metrics, or just change the splitting of charts when too much data is presented. Analyzing relations and dependencies between all the elements responsible for a service (applications and services, processes, hosts, devices, etc.)

Metrics 246

Metrics Network Infrastructure Traffic 246

Dynatrace

FEBRUARY 8, 2024

She compared that moment in her career with the present picture for the workforce, as artificial intelligence matures and has a massive impact on the future of work. “We Intentional—and unintentional—mentoring Quackenbush also asked panelists about their mentors during their careers and whether mentorship was a formal process.

Artificial Intelligence 276

Artificial Intelligence Technology Technology Strategy 276

DZone

JANUARY 29, 2024

The emergence of bias in artificial intelligence (AI) presents a significant challenge in the realm of algorithmic decision-making. To overcome this issue, continuous monitoring and validation emerge as critical processes which are essential for ensuring that AI models function ethically and impartially over time.

Artificial Intelligence 173

Artificial Intelligence Monitoring Processing 173

Dynatrace

SEPTEMBER 5, 2024

The success of exposure management relies on a well-defined process that includes the following steps: Identifying external-facing assets: This includes everything from websites and web applications to cloud services, APIs, and IoT devices.

Strategy 257

Strategy IoT Infrastructure Best Practices 257

Dynatrace

JUNE 20, 2023

To ensure consistent progress in app development, it’s crucial to stay updated and integrate these innovations into your development process. swift files) during the build process in order to enable the auto-capture of UI elements. After the build process is complete, all changes to the source code are reverted.

Mobile 275

Mobile Monitoring Entertainment Innovation 275

The Netflix TechBlog

APRIL 12, 2022

Using the type information present in the GraphQL query template and the user specified index configuration we were able to create an index template with a set of custom Elasticsearch text analyzers that generalized well across domains. Reverse lookups You may have noticed something missing in the above explanation.

Engineering 273

Engineering Architecture Java Infrastructure 273

The Netflix TechBlog

JULY 22, 2024

This is useful if a workflow is designed to always process the latest data, such as processing the latest snapshot of an entire table each time. This helps to fan out and distribute the execution, enabling the processing of large amounts of data within the time limit.

Strategy 260

Strategy Scalability Code Engineering 260

The Netflix TechBlog

NOVEMBER 3, 2022

In the time since it was first presented as an advanced Mesos framework, Titus has transparently evolved from being built on top of Mesos to Kubernetes, handling an ever-increasing volume of containers. This blog post presents how our current iteration of Titus deals with high API call volumes by scaling out horizontally.

Cache 235

Cache Latency Traffic Systems 235