Dynatrace

DECEMBER 4, 2023

By using OpenLLMetry and Dynatrace, anyone can get complete visibility into their system, including gen-AI parts with 5 minutes of work.” Data quality and drift: Monitoring the quality and characteristics of training and runtime data to detect significant changes that might impact model accuracy. Maintained under the Apache 2.0

Open Source 262

Open Source Latency Metrics Java 262

Dynatrace

AUGUST 3, 2022

Malicious attackers have gotten increasingly better at identifying vulnerabilities and launching zero-day attacks to exploit these weak points in IT systems. A zero-day exploit is a technique an attacker uses to take advantage of an organization’s vulnerability and gain access to its systems. Examples of zero-day vulnerabilities.

Java 192

Java Traffic Benchmarking Strategy 192

Dynatrace

DECEMBER 12, 2021

It results in remote code execution (RCE) by submitting a specially composed request. In summary, the Log4Shell exploit allows an attacker to instruct the vulnerable system to download, and subsequently execute, a malicious command. Java processes with public-facing internet exposures are an easy target for this type of abuse.

Java 242

Java Internet Internet Database 242

Dynatrace

MAY 2, 2024

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. blog Generative AI is an artificial intelligence model that can generate new content—text, images, audio, code—based on existing data. What is generative AI? Learn its benefits—and challenges—and how to tame it.

Artificial Intelligence 235

Artificial Intelligence Cloud Best Practices DevOps 235

Dynatrace

JUNE 13, 2022

Open source code, for example, has generated new threat vectors for attackers to exploit. Considering open source software (OSS) libraries now account for more than 70% of most applications’ code base, this threat is not going anywhere anytime soon. Cloud operations and observability boost resilience for American Family – blog.

Open Source 227

Open Source DevOps Java Innovation 227

Percona

OCTOBER 12, 2023

It shows which code paths are more busy on the CPU in given samples. An example of a flame graph can be found below: Each box is a function in the stack, and wider boxes mean more time the system was busy on CPU on these functions. Flame graphs are a graphical representation of function calls.

Code 107

Code Tuning C++ Benchmarking 107

Dynatrace

NOVEMBER 18, 2021

Logs are a crucial component in the mix that help BizDevOps teams understand the full story of what’s happening in a system. With PurePath ® distributed tracing and analysis technology at the code level, Dynatrace already provides the deepest possible insights into every transaction.

Analytics 229

Analytics Cloud Java Serverless 229

Dynatrace

DECEMBER 12, 2021

It results in remote code execution (RCE) by submitting a specially composed request. In summary, the Log4Shell vulnerability allows an attacker to instruct the vulnerable system to download, and subsequently execute, a malicious command. Java processes with public-facing internet exposures are an easy target for this type of abuse.

Java 189

Java Internet Internet Database 189

Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Spring Boot, on the other hand, is a Java framework for building cloud-native Java applications. Here’s how it works. of Micrometer.

Metrics 213

Metrics Latency Java Cache 213

Dynatrace

NOVEMBER 6, 2023

Application observability helps IT teams gain visibility in their highly distributed systems, but what is developer observability and why is it important? The scale and the highly distributed systems result in enormous amounts of data. They also care about infrastructure: SREs require system visibility and incident management.

Development 267

Development DevOps Programming Cloud 267

Dynatrace

AUGUST 30, 2023

The CSI pod is mounted to application pods using an overlay file system. The CSI pod offers a prepared file system, mounted automatically, and includes unzipped agent binaries to every application pod. kubectl label namespaces [your-namespace] monitoring=Dynatrace Note: GKE Autopilot support is available as of Dynatrace Operator 0.12

Google 225

Google Cloud Innovation Infrastructure 225

Dynatrace

DECEMBER 16, 2021

Since December 10, days after a critical vulnerability known as Log4Shell was discovered in servers supporting the game Minecraft, millions of exploit attempts have been made of the Log4j 2 Java library, according to one team tracking the impact, with potential threat to millions more applications and devices across the globe.

Internet 262

Internet Internet Games Java 262

Dynatrace

MAY 17, 2023

With that, we could make use of the full set of OpenTelemetry’s features to instrument and monitor our applications in the Dynatrace back end, including traces with spans and metrics. However, this method limited us to instrumenting the code manually and collecting specific sets of data we defined upfront.

Metrics 176

Metrics Monitoring Database Network 176

Dynatrace

APRIL 1, 2022

You can now monitor the availability of key processes on your hosts. The Process instance snapshots section of the new host overview page offers additional insights into the most resource-consuming processes running on your host and the processes defined for process availability monitoring. Operating systems. Linux: Fedora 33.

Operating System 130

Operating System Java Google Servers 130

The Netflix TechBlog

NOVEMBER 9, 2022

We decided to move one of our Java microservices?—?let’s We turned to JVM-specific profiling, starting with the basic hotspot stats, and then switching to more detailed JFR (Java Flight Recorder) captures to compare the distribution of the events. The problem It started off as a routine migration. let’s call it GS2?—?to

Hardware 363

Hardware Cache Performance Latency 363

Dynatrace

MAY 23, 2022

Because of their flexibility, dynamic, ephemeral environments are more difficult to monitor in real time than traditional on-premises infrastructure. However, using traditional monitoring approaches with these technologies only compounds these vulnerability blind spots. At RSA 2022 , the theme is Transform.

Strategy 229

Strategy Innovation Cloud Serverless 229

Dynatrace

FEBRUARY 23, 2022

Indeed, according to one survey, DevOps practices have led to 60% of developers releasing code twice as quickly. But increased speed creates a tradeoff: According to another study, nearly half of organizations consciously deploy vulnerable code because of time pressure. Increased adoption of Infrastructure as code (IaC).

Serverless 271

Serverless Infrastructure Innovation DevOps 271

Dynatrace

MAY 9, 2022

But, as resources move off premises, IT teams often lack visibility into system performance and security issues. They need ways to monitor infrastructure, even if it’s no longer on premises. Traditional monitoring tools cannot monitor legacy and cloud-native applications on the same platform. www.gcp.hipstershop.com).

Strategy 204

Strategy Cloud Infrastructure Java 204

Dynatrace

AUGUST 18, 2022

But managing the breadth of the vulnerabilities that can put your systems at risk is challenging. According to the 2022 CISO Research Report , only 25% of respondents’ security teams “can access a fully accurate, continuously updated report of every application and code library running in production in real-time.”

Traffic 168

Traffic Java Network DevOps 168

The Netflix TechBlog

OCTOBER 18, 2022

Due to its popularity, the number of workflows managed by the system has grown exponentially. The scheduler on-call has to closely monitor the system during non-business hours. As the usage increased, we had to vertically scale the system to keep up and were approaching AWS instance type limits.

Java 202

Java Scalability Traffic Architecture 202

Dynatrace

JUNE 29, 2023

OSS is a faster, more collaborative, and more flexible way of driving software innovation than proprietary-only code. Projects could range from relatively small software components, such as general-purpose Java class libraries, to major systems, such as Kubernetes for container management or Apache’s HTTP server for modern operating systems.

Open Source 189

Open Source Energy DevOps Innovation 189

Dynatrace

JULY 29, 2022

One such software supply chain attack reared its head in late 2021, with the Log4Shell vulnerability , which affected millions of live applications using Java libraries. The compromised software can then compromise customer data or IT systems. According to one survey, supply chain attacks on open source software increased 650% in 2021.

Software 195

Software Software Open Source DevOps 195

Dynatrace

FEBRUARY 1, 2022

Consider the Log4Shell vulnerability , which emerged in December 2021 and is estimated to have affected hundreds of millions of systems worldwide. The vulnerability is located in Log4j 2, an open-source Apache Java software used to run logging services in a host of front-end and backend applications.

Strategy 208

Strategy Games DevOps Open Source 208

Dynatrace

JULY 18, 2022

Gartner has estimated that 70% of new cloud-native application monitoring will use open source instrumentation by 2025. The arrival of the OpenTelemetry initiative is timely, as development teams are increasingly becoming active in monitoring and observability efforts to accelerate release times and simplify management. ” W.W.

Artificial Intelligence 198

Artificial Intelligence Open Source Analytics Monitoring 198

The Morning Paper

MARCH 15, 2020

Understanding, detecting and localizing partial failures in large system software , Lou et al., Partial failures ( gray failures ) occur when some but not all of the functionalities of a system are broken. Here are the key findings: Partial failures appear throughout the release history of each system, 54% within the last three years.

Systems 98

Systems Software Software Programming 98

Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Spring Boot, on the other hand, is a Java framework for building cloud-native Java applications. Here’s how it works. of Micrometer.

Metrics 130

Metrics Latency Java Cache 130

Dynatrace

APRIL 7, 2022

One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API. Spring Boot, on the other hand, is a Java framework for building cloud-native Java applications. Here’s how it works. of Micrometer.

Metrics 130

Metrics Latency Java Cache 130

Brendan Gregg

MARCH 16, 2024

The problem is that this system has a default libc that has been compiled without frame pointers, so any stack walking stops at the libc layer, producing a partial stack that's missing the application frames. Apart from library code, maybe your application doesn't have frame pointers either, in which case everything is broken.

Java 145

Java Cache Google Hardware 145

Dynatrace

FEBRUARY 10, 2021

In cloud-native application stacks, everything is code. Dynatrace entered the Application Security market with automatic and continuous protection for Java workloads. and Java are the most popular languages within Kubernetes environments. Automatic vulnerability detection for Kubernetes platform versions. Next steps.

Java 248

Java Open Source Engineering Database 248

Dynatrace

OCTOBER 4, 2022

Application and system logs are often collected in data silos using different tools, with no relationships between them, and then correlated in manual and often meaningless ways. Further, these resources support countless Kubernetes clusters and Java-based architectures. where an error occurred at the code level.

Analytics 226

Analytics Storage Infrastructure Metrics 226

Dynatrace

MARCH 1, 2023

Security vulnerabilities can easily creep into IT systems and create costly risks. Log4Shell software vulnerability highlighted need for cloud observability Some security incidents have a widespread, costly impact, such as Log4Shell, a software vulnerability in Apache Log4j 2 , a popular Java library.

Strategy 218

Strategy Cloud Software Software 218

Dynatrace

OCTOBER 28, 2019

To better understand real-world use cases and pain points, we have : Launched a Preview release of AWS Lambda monitoring. Taking Dynatrace A I -based serverless monitoring to the next level. Our roadmap for serverless function monitoring is based on three main pillars: Monitor every language and see user experience in one unified view.

Serverless 103

Serverless Lambda Monitoring AWS 103

Dynatrace

FEBRUARY 10, 2022

They are part of continuous delivery pipelines and examine code to find vulnerabilities. There is another critical element that needs to be addressed: how do you protect applications against attacks exploiting vulnerabilities while DevSecOps teams simultaneously try to resolve those issues in the code ? How to get started.

Traffic 237

Traffic Benchmarking Innovation Java 237

Dynatrace

DECEMBER 23, 2021

Log4Shell is a software vulnerability in Apache Log4j 2 , a popular Java library for logging error messages in applications. The traditional approach to determining whether the Log4Shell vulnerability affects an organization is to perform static analysis, known as software composition analysis or SCA, on code repositories.

Internet 218

Internet Internet Energy Open Source 218

Dynatrace

JANUARY 13, 2022

Log4Shell is a software vulnerability in Apache Log4j 2 , a popular Java library for logging information in applications. The vulnerability enables a remote attacker to execute arbitrary code on a service on the internet if the service runs certain versions of Log4j 2. Coordination and communication. Incident detection and response.

Social Media 229

Social Media Strategy Media Java 229

Dynatrace

DECEMBER 9, 2021

PHP is widely used in web development by prominent social media companies, content management systems, and video teleconferencing brands. Lack of context —most vulnerability scanners don’t provide runtime context and key information like whether vulnerable code is used at runtime. NET, and now PHP—all on a single platform.

Social Media 192

Social Media Open Source Media Cloud 192

Dynatrace

APRIL 21, 2022

Most monitoring tools for migrations, development, and operations focus on collecting and aggregating the three pillars of observability— metrics, traces, and logs. Continuously monitor cost and optimize your capacity needs. Continuously monitor the application and the underlying infrastructure. Let’s look at an example.

Azure 193

Azure Monitoring Virtualization Metrics 193