Dynatrace

JULY 1, 2020

In my last blog , I’ve provided an example of this happening, whereby the traffic spiked and quadrupled the usual incoming traffic. These are all interesting metrics from marketing point of view, and also highly interesting to you as they allow you to engage with the teams that are driving the traffic against your IT-system.

Traffic 264

Traffic Analytics Metrics Servers 264

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. Grail and DQL will give you new superpowers.”

Analytics 198

Analytics Innovation Metrics Database 198

Dynatrace

SEPTEMBER 5, 2024

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. It also enhances syslog messages with additional context and optimizes network traffic, improving overall system resilience and security.

Innovation 273

Innovation AWS Analytics Storage 273

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. Incident detection and response In the event of a security incident, there is a well-defined incident response process to investigate and mitigate the issue.

Monitoring 224

Monitoring Analytics Traffic Best Practices 224

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

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. Containers can be replicated or deleted on the fly to meet varying end-user traffic. Event logs for ad-hoc analysis and auditing. In production, containers are easy to replicate. What is Docker?

Open Source 313

Open Source Traffic DevOps Cloud 313

Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. 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

DECEMBER 9, 2020

Dynatrace is fully committed to the OpenTelemetry community and to the seamless integration of OpenTelemetry data , including ingestion of custom metrics , into the Dynatrace open analytics platform. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control. Deep-code execution details.

Java 245

Java Traffic Architecture Strategy 245

The Netflix TechBlog

MARCH 10, 2023

Production Use Cases Real-Time APIs (backed by the Cassandra database) for asset metadata access don’t fit analytics use cases by data science or machine learning teams. Existing data got updated to be backward compatible without impacting the existing running production traffic. Generally, this flow is used for small datasets.

Media 245

Media Traffic Processing Design 245

Dynatrace

MAY 19, 2023

Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures. What are the issues with traffic losses and connectivity drops? Without the network, nothing will happen,” Ziemianowicz said. This starts with a different approach to data aggregation.

Network 227

Network Monitoring Performance Traffic 227

The Netflix TechBlog

OCTOBER 8, 2024

Building on these foundational abstractions, we developed the TimeSeries Abstraction  — a versatile and scalable solution designed to efficiently store and query large volumes of temporal event data with low millisecond latencies, all in a cost-effective manner across various use cases. Let’s dive into the various aspects of this abstraction.

Latency 242

Latency Storage Traffic Tuning 242

Dynatrace

SEPTEMBER 8, 2022

In cloud-native environments, there can also be dozens of additional services and functions all generating data from user-driven events. Event logging and software tracing help application developers and operations teams understand what’s happening throughout their application flow and system.

Cloud 195

Cloud Systems Analytics DevOps 195

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. Problems have defined lifespans and are updated in real time with all incoming events and findings. Log Events. Check out our Power Demo: Log Analytics with Dynatrace. What is VPC Flow Logs.

AWS 229

AWS Transportation Network Traffic 229

All Things Distributed

MARCH 11, 2015

Many of these innovations will have a significant analytics component or may even be completely driven by it. For example many of the Internet of Things innovations that we have seen come to life in the past years on AWS all have a significant analytics components to it. Cloud analytics are everywhere.

Analytics 111

Analytics Cloud Healthcare Retail 111

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. CORE The CORE team uses Python in our alerting and statistical analytical work. Internally, we also built an event-driven platform that is fully written in Python.

Open Source 280

Open Source Network Infrastructure Big Data 280

Dynatrace

DECEMBER 2, 2024

Clearly, continuing to depend on siloed systems, disjointed monitoring tools, and manual analytics is no longer sustainable. It should also be possible to analyze data in context to proactively address events, optimize performance, and remediate issues in real time.

Artificial Intelligence 190

Artificial Intelligence DevOps Architecture Cloud 190

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

APRIL 17, 2024

Perform is our company’s event once a year in Las Vegas, where our customers and partners visit us to learn more about our product and industry. However, it was my first time at Perform, and although I knew I would learn a thing or two in the next week, I was unaware of how beneficial taking part in this event would be.

Development 190

Development Performance Airlines Healthcare 190

Dynatrace

AUGUST 28, 2023

IT teams spend months preparing for the peak traffic they anticipate will arrive with holiday shopping. Business events deliver real-time business observability to business and IT teams with the precision and context to support data-driven decisions and improve business outcomes.

Retail 215

Retail Logistics Innovation Analytics 215

CSS - Tricks

JUNE 25, 2020

There are other analytics we can gather on a site, like usage analytics. For example, we might slap Google Analytics on a site, doing nothing but installing the generic snippet. This is going to tell us stuff like what pages are the most popular, how long people spend on the site, and what countries deliver the most traffic.

Analytics 94

Analytics Google Metrics Performance Testing 94

The Netflix TechBlog

OCTOBER 14, 2024

Overview At Netflix, the Analytics and Developer Experience organization, part of the Data Platform, offers a product called Workbench. Given this seemingly hacky usage, we naturally suspected that the events injected by pystan into the event loop were blocking the handling of the WebSocket messages used to communicate with the JupyterLab UI.

Latency 217

Latency Virtualization Traffic Processing 217

Dynatrace

APRIL 25, 2023

For example, to handle traffic spikes and pay only for what they use. Serverless applications are composed of event-driven functions that run on demand in response to triggers from various sources, such as HTTP requests, messages, or timers. Scale automatically based on the demand and traffic patterns.

Serverless 220

Serverless Lambda Azure AWS 220

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. Even days after the event they couldn’t figure out why the push was not successful.

Traffic 165

Traffic Analytics DevOps Infrastructure 165

The Netflix TechBlog

JULY 26, 2021

The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. Change Data Capture(CDC) source connector reads from studio applications’ database transaction logs and emits the change events. tactical) in nature.

Big Data 258

Big Data Government Processing Analytics 258

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Dynatrace is working on an OpenTelemetry metrics exporter which will automatically tap into metrics exposed via OpenTelemetry instrumentation to send the telemetry data to the Dynatrace analytics engine. Stay tuned.

Open Source 261

Open Source Metrics Analytics Tuning 261

Dynatrace

APRIL 13, 2023

Log auditing is a cybersecurity practice that involves examining logs generated by various applications, computer systems, and network devices to identify and analyze security-related events. But with a platform approach to log analytics based on observability at a cloud-native scale, organizations can accomplish much more.

Java 198

Java Analytics Infrastructure Cloud 198

The Netflix TechBlog

MARCH 5, 2019

In the People space, our data teams contribute to consolidated systems of record on employees, contractors, partners and talent data to help central teams manage headcount planning, reduce acquisition cost, improve hiring practices, and other people analytics related use-cases. Give us a holler if you are interested in a thought exchange.

Infrastructure 186

Infrastructure Cloud Scalability AWS 186

Dynatrace

APRIL 26, 2023

Full platform access Dynatrace is a unified analytics and automation platform—not a collection of standalone modules. DPS offers you flexibility to scale-up deployments during peak traffic events or to provide extra observability during high-stakes moments.

Cloud 214

Cloud Best Practices Traffic Infrastructure 214

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. 43416 5001 52.213.180.42

Network 155

Network Tuning AWS Traffic 155

Dynatrace

NOVEMBER 22, 2021

EC2 is ideally suited for large workloads with constant traffic. Lambda is Amazon’s event-driven, functions-as-a-service (FaaS) compute service that runs code when triggered for application and back-end services. AWS Lambda. Automated and intelligent: The Dynatrace approach to AWS observability.

Best Practices 224

Best Practices AWS Monitoring Serverless 224

Dynatrace

JANUARY 28, 2021

Such additional telemetry data includes user-behavior analytics, code-level visibility, and metadata (including open-source data). PurePath 4 integrates OpenTelemetry Go data for enterprise-grade collection and contextual AI analytics. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control.

Traffic 176

Traffic Open Source Servers Cloud 176

The Netflix TechBlog

SEPTEMBER 2, 2020

With request tracing and additional data from logs, events, metadata, and analysis, Edgar is able to show the flow of a request through our distributed system?—?what Edgar captures 100% of interesting traces , as opposed to sampling a small fixed percentage of traffic. The downside is that we have so many dashboards.

Latency 299

Latency Transportation Engineering Traffic 299

Uber Engineering

OCTOBER 9, 2017

These insights range from in-the-moment traffic conditions that provide guidance on trip routes to the Estimated Time of Delivery (ETD) of an UberEATS … The post Introducing AthenaX, Uber Engineering’s Open Source Streaming Analytics Platform appeared first on Uber Engineering Blog.

Open Source 85

Open Source Analytics Traffic Engineering 85

DZone

JULY 6, 2020

TiDB is an open-source, distributed SQL database that supports Hybrid Transactional/Analytical Processing (HTAP) workloads. For external reasons, application traffic may surge and increase the pressure on the cluster. Ideally, a TiDB cluster should always be efficient and problem-free. However, reality is often unsatisfactory.

Open Source 130

Open Source Latency Traffic Analytics 130

Dynatrace

DECEMBER 27, 2022

First, it helps to understand that applications and all the services and infrastructure that support them generate telemetry data based on traffic from real users. Dynatrace provides a centralized approach for establishing, instrumenting, and implementing SLOs that uses full-stack observability , topology mapping, and AI-driven analytics.

Software 276

Software Software Benchmarking Latency 276

High Scalability

APRIL 16, 2019

Fun and Informative Events. 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. Advertise your event here! Apply here.

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

APRIL 10, 2019

Fun and Informative Events. 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. Advertise your event here! Apply here.

Analytics 26

Analytics Java Metrics Software Engineering 26