Dynatrace

FEBRUARY 16, 2023

Grail combines the big-data storage of a data warehouse with the analytical flexibility of a data lake. With Grail, we have reinvented analytics for converged observability and security data,” Greifeneder says. Logs on Grail Log data is foundational for any IT analytics. Open source solutions are also making tracing harder.

Analytics 198

Analytics Innovation Metrics Database 198

Dynatrace

SEPTEMBER 5, 2024

Native support for syslog messages extends our infrastructure log support to all Linux/Unix systems and network devices. Customers can also proactively address issues using Davis AI’s predictive analytics capabilities by analyzing network log content, such as retries or anomalies in performance response times.

Innovation 273

Innovation AWS Analytics Storage 273

Dynatrace

AUGUST 8, 2024

From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. Possible scenarios A Distributed Denial of Service (DDoS) attack overwhelms servers with traffic, making a website or service unavailable.

Software 260

Software Software Infrastructure Network 260

Dynatrace

MAY 3, 2024

Real-time streaming needs real-time analytics As enterprises move their workloads to cloud service providers like Amazon Web Services, the complexity of observing their workloads increases. Take the example of Amazon Virtual Private Cloud (VPC) flow logs, which provide insights into the IP traffic of your network interfaces.

Cloud 263

Cloud Lambda AWS Analytics 263

Dynatrace

MAY 19, 2023

For cloud operations teams, network performance monitoring is central in ensuring application and infrastructure performance. What are the issues with traffic losses and connectivity drops? If the network is sluggish, an application may also be slow, frustrating users. Without the network, nothing will happen,” Ziemianowicz said.

Network 227

Network Monitoring Performance Traffic 227

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. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. What is Docker? Networking.

Open Source 313

Open Source Traffic DevOps Cloud 313

Dynatrace

MARCH 20, 2024

Continuously monitoring application behavior, network traffic, and system logs allows teams to identify abnormal or suspicious activities that could indicate a security breach. This process may involve behavioral analytics; real-time monitoring of network traffic, user activity, and system logs; and threat intelligence.

Monitoring 224

Monitoring Analytics Traffic Best Practices 224

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 280

Open Source Network Infrastructure Big Data 280

Dynatrace

NOVEMBER 24, 2021

The success of an organization often depends on the quality of the on-premises or physical IT infrastructure, among other things. Constantly monitoring infrastructure health state and making ongoing optimizations are essential for Ops teams, SREs (site-reliability engineers), and IT admins. Dynatrace news. ” What’s next.

Network 223

Network Infrastructure Virtualization Metrics 223

Dynatrace

JUNE 5, 2023

The F5 BIG-IP Local Traffic Manager (LTM) is an application delivery controller (ADC) that ensures the availability, security, and optimal performance of network traffic flows. Detect and respond to security threats like DDoS attacks or web application attacks by monitoring application traffic and logs.

Traffic 207

Traffic Virtualization Metrics Monitoring 207

Dynatrace

FEBRUARY 12, 2024

The OMB memo states that agencies must meet specific goals based on the five pillars of the Cybersecurity and Infrastructure Security Agency (CISA) Zero Trust Maturity Model : identity, devices, networks, applications/workloads, and data. A quick refresher: what is zero trust? This is why agency decision-makers are turning to Dynatrace.

Government 191

Government Analytics Network Traffic 191

Dynatrace

NOVEMBER 22, 2021

Because of its matrix of cloud services across multiple environments, AWS and other multicloud environments can be more difficult to manage and monitor compared with traditional on-premises infrastructure. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. Amazon EC2.

Best Practices 224

Best Practices AWS Monitoring Serverless 224

Dynatrace

AUGUST 27, 2024

Delivering financial services requires a complex landscape of applications, hybrid cloud infrastructure, and third-party vendors. Dynatrace Security Analytics can also improve the effectiveness and efficiency of threat hunts. Here are some of the key hurdles that institutions need to overcome: Complex digital ecosystems.

Best Practices 276

Best Practices Government DevOps Analytics 276

Dynatrace

SEPTEMBER 7, 2022

VPC Flow Logs is an Amazon service that enables IT pros to capture information about the IP traffic that traverses network interfaces in a virtual private cloud, or VPC. By default, each record captures a network internet protocol (IP), a destination, and the source of the traffic flow that occurs within your environment.

Traffic 227

Traffic AWS Network Cloud 227

Dynatrace

MARCH 16, 2022

We added monitoring and analytics for log streams from Kubernetes and multicloud platforms like AWS, GCP, and Azure, as well as the most widely used open-source log data frameworks. Whatever your use case, when log data reflects changes in your infrastructure or business metrics, you need to extract the metrics and monitor them.

Metrics 226

Metrics Lambda Infrastructure Monitoring 226

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. We do not use it for metrics, histograms, timers, or any such near-real time analytics use case.

Latency 242

Latency Storage Traffic Tuning 242

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 220

Serverless Lambda Azure AWS 220

Dynatrace

APRIL 25, 2023

This is due to a number of factors, including the rise of cloud infrastructure, automation, and an abundance of prebuilt open-source libraries and third-party/supply-chain products. Traffic lights on a busy stretch of road could go dark. Ensuring secure applications amid rising complexity is a crucial part of this journey.

Government 225

Government Innovation Open Source Traffic 225

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.

Java 198

Java Analytics Infrastructure Cloud 198

Dynatrace

SEPTEMBER 8, 2022

Most infrastructure and applications generate logs. While logging is the act of recording logs, organizations extract actionable insights from these logs with log monitoring, log analytics, and log management. Comparing log monitoring, log analytics, and log management. These two processes feed into one another.

Cloud 195

Cloud Systems Analytics DevOps 195

Dynatrace

DECEMBER 2, 2024

On average, organizations use 10 different tools to monitor applications, infrastructure, and user experiences across these environments. Clearly, continuing to depend on siloed systems, disjointed monitoring tools, and manual analytics is no longer sustainable.

Artificial Intelligence 190

Artificial Intelligence DevOps Architecture Cloud 190

Dynatrace

JULY 25, 2022

VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. Dynatrace uses your data and its sophisticated AI causation engine Davis® to automatically detect performance anomalies in applications, services, and infrastructure. What is VPC Flow Logs.

AWS 229

AWS Transportation Network Traffic 229

Dynatrace

APRIL 26, 2022

Gartner estimates that by 2025, 70% of digital business initiatives will require infrastructure and operations (I&O) leaders to include digital experience metrics in their business reporting. With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings.

Monitoring 216

Monitoring Social Media IoT Metrics 216

Dynatrace

JANUARY 28, 2021

For today’s highly dynamic and exceedingly complex production environments, performance problems that are evident at the service level (for example, slow response times or failed requests) are often the result of underlying (cloud) infrastructure issues. Enrich OpenTelemetry instrumentation with high-fidelity data provided by OneAgent.

Traffic 176

Traffic Open Source Servers Cloud 176

Dynatrace

APRIL 26, 2023

Full platform access Dynatrace is a unified analytics and automation platform—not a collection of standalone modules. With integrated visibility from your back-end infrastructure to your end users’ devices, Dynatrace can uniquely identify and prioritize issues before they impact your business.

Cloud 214

Cloud Best Practices Traffic Infrastructure 214

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Yet many customers struggle with the vast amount of data that Prometheus provides, both in terms of scaling the Prometheus infrastructure as well as producing and maintaining its value. Stay tuned.

Open Source 261

Open Source Metrics Analytics Tuning 261

Dynatrace

JULY 31, 2024

Although Dynatrace can’t help with the manual remediation process itself , end-to-end observability, AI-driven analytics, and key Dynatrace features proved crucial for many of our customers’ remediation efforts. The problem card helped them identify the affected application and actions, as well as the expected traffic during that period.

Airlines 189

Airlines Monitoring Healthcare Traffic 189

Dynatrace

JUNE 10, 2020

The “normal” set up, is that marketers will be looking at their web-analytics solutions, whilst the IT operations team are looking at their monitoring but neither are connected or talking with one another about what is going on in each other’s team. And throughout my career, it’s something I’ve seen time and time again.

Traffic 165

Traffic Analytics DevOps Infrastructure 165

Dynatrace

DECEMBER 27, 2022

SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release and where engineers should focus their time. Service-level objectives help teams define an acceptable level of downtime for a service or a particular issue. SLOs aid decision making.

Software 276

Software Software Benchmarking Latency 276

The Netflix TechBlog

MAY 26, 2020

Cloud Network Insight is a suite of solutions that provides both operational and analytical insight into the Cloud Network Infrastructure to address the identified problems. VPC Flow Logs VPC Flow Logs is an AWS feature that captures information about the IP traffic going to and from network interfaces in a VPC.

Network 155

Network Tuning AWS Traffic 155

Dynatrace

MAY 8, 2023

However, digital transformation requires significant investment in technology infrastructure and processes. Best Buy is designing its journey to cut through the noise of its multicloud and multi-tool environments to immediately pinpoint the root causes of issues during peak traffic loads.

Strategy 186

Strategy Retail DevOps Traffic 186

The Netflix TechBlog

MARCH 10, 2023

And finally, we have an Apache Iceberg layer which stores assets in a denormalized fashion to help answer heavy queries for analytics use cases. We also utilize Kafka to process these assets asynchronously without impacting our real time traffic.

Strategy 266

Strategy Cache Storage Analytics 266

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. The KV data can be visualized at a high level, as shown in the diagram below, where three records are shown.

Latency 254

Latency Storage Cache Efficiency 254

Scalegrid

JANUARY 8, 2024

The partnership between AI and cloud computing brings about transformative trends like enhanced security through intelligent threat detection, real-time analytics, personalization, and the implementation of edge computing for quicker on-site decision-making. Key among these trends is the emphasis on security and intelligent analytics.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

JULY 24, 2023

When a server experiences an outage, the system promptly triggers an alert and initiates actions like restarting a server or redirecting traffic to a redundant server. Change impact analysis is an indispensable process for effectively managing changes within an organization’s infrastructure and applications.

DevOps 231

DevOps Traffic Efficiency Servers 231

Dynatrace

APRIL 8, 2021

Some may monitor web apps, others might be more focused on infrastructure and Kubernetes, and there might even be a separate monitoring tool for native-mobile apps. “You might be asking yourself, ‘Could this be from the underlying infrastructure? And those are just the tools for monitoring the tech stack.

Mobile 171

Mobile Monitoring Analytics Google 171

High Scalability

APRIL 16, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today. Check out the job opening on AngelList.

Analytics 26

Analytics Java Metrics Software Engineering 26