Scalegrid

MAY 13, 2020

It can scale towards a multi-petabyte level data workload without a single issue, and it allows access to a cluster of powerful servers that will work together within a single SQL interface where you can view all of the data. This feature-packed database provides powerful and rapid analytics on data that scales up to petabyte volumes.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

AUGUST 21, 2024

These releases often assumed ideal conditions such as zero latency, infinite bandwidth, and no network loss, as highlighted in Peter Deutsch’s eight fallacies of distributed systems. With Dynatrace, teams can seamlessly monitor the entire system, including network switches, database storage, and third-party dependencies.

Engineering 262

Engineering Systems Latency Metrics 262

DZone

NOVEMBER 20, 2023

In fact, this is really no different than the challenges that are inherit within a single on-premises data center implementation. Power outages and network issues are common examples of challenges that can put your service — and your business — at risk.

Cloud 298

Cloud Architecture Systems Network 298

Dynatrace

MARCH 5, 2025

Cloud service providers (CSPs) share carbon footprint data with their customers, but the focus of these tools is on reporting and trending, effectively targeting sustainability officers and business leaders. This is partly due to the complexity of instrumenting and analyzing emissions across diverse cloud and on-premises infrastructures.

Energy 223

Energy Analytics Traffic Cloud 223

Dynatrace

JULY 15, 2024

Combined with Dynatrace OneAgent ® , you gain a precise view of the status of your systems at a glance. Why browser and HTTP monitors might not be sufficient In modern IT environments, which are complex and dynamically changing, you often need deeper insights into the Transport or Network layers. But is this all you need?

Availability 246

Availability Network Monitoring Infrastructure 246

Dynatrace

APRIL 22, 2025

You might have state-of-the-art surveillance systems and guards at the main entrance, but if a side door is left unlocked, all the security becomes meaningless. etcd database The etcd Database is the brain of your cluster, storing all configuration data that the API server uses to verify and maintain the cluster state.

Network 162

Network Servers Strategy Best Practices 162

DZone

OCTOBER 26, 2023

Zabbix is a universal monitoring tool that combines data collection , data visualization , and problem notification. My first encounter with this monitoring system was in 2014 when I joined a project where Zabbix was already in use for monitoring network devices (routers, switches). Back then, it was version 2.2,

Monitoring 278

Monitoring Systems DevOps Virtualization 278

The Netflix TechBlog

APRIL 8, 2025

By Cheng Xie , Bryan Shultz , and Christine Xu In a previous blog post , we described how Netflix uses eBPF to capture TCP flow logs at scale for enhanced network insights. Delays and failures are inevitable in distributed systems, which may delay IP address change events from reaching FlowCollector.

AWS 188

AWS Traffic Network Programming 188

Dynatrace

OCTOBER 10, 2023

EdgeConnect provides a secure bridge for SaaS-heavy companies like Dynatrace, which hosts numerous systems and data behind VPNs. EdgeConnect facilitates seamless interaction, ensuring data security and operational efficiency. EdgeConnect is designed to forward HTTP(s) requests exclusively, ensuring secure data transmission.

Systems 278

Systems Efficiency Internet Internet 278

Dynatrace

FEBRUARY 6, 2025

Welcome, data enthusiasts! Whether you’re a seasoned IT expert or a marketing professional looking to improve business performance, understanding the data available to you is essential. In this blog series, we’ll guide you through creating powerful dashboards that transform complex data into actionable insights.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

SEPTEMBER 8, 2022

Log management is an organization’s rules and policies for managing and enabling the creation, transmission, analysis, storage, and other tasks related to IT systems’ and applications’ log data. In cloud-native environments, there can also be dozens of additional services and functions all generating data from user-driven events.

Cloud 260

Cloud Systems Analytics DevOps 260

Dynatrace

JANUARY 21, 2025

However, your responsibilities might change or expand, and you need to work with unfamiliar data sets. Activate Davis AI to analyze charts within seconds Davis AI can help you expand your dashboards and dive deeper into your available data to extract additional information.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

MARCH 27, 2024

This is further exacerbated by the fact that a significant portion of their IT budgets are allocated to maintaining outdated legacy systems. By combining AI and observability, government agencies can create more intelligent and responsive systems that are better equipped to tackle the challenges of today and tomorrow.

Government 238

Government Network Artificial Intelligence Cloud 238

The Netflix TechBlog

SEPTEMBER 18, 2024

Second, developers had to constantly re-learn new data modeling practices and common yet critical data access patterns. To overcome these challenges, we developed a holistic approach that builds upon our Data Gateway Platform. Data Model At its core, the KV abstraction is built around a two-level map architecture.

Latency 260

Latency Storage Cache Servers 260

Dynatrace

MAY 1, 2023

IT operations analytics is the process of unifying, storing, and contextually analyzing operational data to understand the health of applications, infrastructure, and environments and streamline everyday operations. ITOA collects operational data to identify patterns and anomalies for faster incident management and near-real-time insights.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

DECEMBER 18, 2024

Exploratory analytics now cover more bespoke scenarios, allowing you to access any element of test results stored in the Dynatrace Grail data lakehouse. But nowadays, with complex and dynamically changing modern IT systems, the last result details might not be enough in some cases.

Monitoring 246

Monitoring Testing Metrics Analytics 246

Dynatrace

JUNE 25, 2020

The network latency between cluster nodes should be around 10 ms or less. With Dynatrace actively managing business-critical applications, some of our globally distributed enterprise customers require Dynatrace Managed to continue operating even when an entire data center goes down. Minimized cross-data center network traffic.

Availability 264

Availability Hardware Latency Traffic 264

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. We expect complete and accurate data at the end of each run.

Data Engineering 271

Data Engineering Engineering Processing Games 271

Dynatrace

AUGUST 29, 2024

In today’s data-driven world, businesses across various industry verticals increasingly leverage the Internet of Things (IoT) to drive efficiency and innovation. Both methods allow you to ingest and process raw data and metrics. The ADS-B protocol differs significantly from web technologies.

IoT 264

IoT Analytics Transportation Metrics 264

Dynatrace

NOVEMBER 22, 2022

The nirvana state of system uptime at peak loads is known as “five-nines availability.” In its pursuit, IT teams hover over system performance dashboards hoping their preparations will deliver five nines—or even four nines—availability. How can IT teams deliver system availability under peak loads that will satisfy customers?

Infrastructure 246

Infrastructure Availability Systems Retail 246

Dynatrace

OCTOBER 14, 2022

Log data provides a unique source of truth for debugging applications, optimizing infrastructure, and investigating security incidents. This contextualization of log data enables AI-powered problem detection and root cause analysis at scale. Dynamic landscape and data handling requirements result in manual work.

Storage 278

Storage Government Network DevOps 278

Dynatrace

APRIL 22, 2025

The attacker escapes the container boundary by exploiting the root privileges and gains access to the underlying host system. Lateral movement across the cluster With host access established, the attacker discovers that the cluster has no network policies defined. Misconfiguration. Exploitation of OpenMetadata Flaws.

Strategy 147

Strategy Azure Best Practices Network 147

DZone

JANUARY 7, 2025

In the world of distributed systems, few things are more frustrating to users than making a change and then not seeing it immediately. Try to change your status on your favorite social network site and reload the page only to discover your previous status.

Network 147

Network Processing Systems 147

Dynatrace

SEPTEMBER 7, 2022

Dynatrace and the Dynatrace Intelligent Observability Platform have added support for the newly introduced Amazon VPC Flow Logs to Amazon Kinesis Data Firehose. This support enables customers to define specific endpoint delivery of real-time streaming data to platforms such as Dynatrace. What is VPC Flow Logs? Why Dynatrace?

Traffic 246

Traffic AWS Network Cloud 246

Scalegrid

FEBRUARY 24, 2025

Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance. Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

The Netflix TechBlog

OCTOBER 8, 2024

Rajiv Shringi Vinay Chella Kaidan Fullerton Oleksii Tkachuk Joey Lynch Introduction As Netflix continues to expand and diversify into various sectors like Video on Demand and Gaming , the ability to ingest and store vast amounts of temporal data — often reaching petabytes — with millisecond access latency has become increasingly vital.

Latency 239

Latency Storage Traffic Tuning 239

DZone

DECEMBER 11, 2023

In the connected world of today, accurate timekeeping has become essential for many functions of contemporary computing and communication systems. Accurate time is crucial for all financial transactions, data synchronization, network security, and even just making sure that devices around the world are in sync.

Network 173

Network Servers Systems 173

Dynatrace

APRIL 13, 2023

The massive volumes of log data associated with a breach have made cybersecurity forensics a complicated, costly problem to solve. 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 246

Java Analytics Infrastructure Cloud 246

Dynatrace

FEBRUARY 28, 2024

In a digital-first world, site reliability engineers and IT data analysts face numerous challenges with data quality and reliability in their quest for cloud control. Increasingly, organizations seek to address these problems using AI techniques as part of their exploratory data analytics practices.

Analytics 246

Analytics Metrics Media Monitoring 246

Dynatrace

MAY 17, 2023

OpenTelemetry , the open source observability tool, has become the go-to standard for instrumenting custom applications to collect observability telemetry data. For this third and final part of our series, we saved the best for last: How you can enhance telemetry data even more and with less effort on your end with Dynatrace OneAgent.

Metrics 243

Metrics Database Monitoring Network 243

The Netflix TechBlog

DECEMBER 17, 2024

Analytics Engineers deliver these insights by establishing deep business and product partnerships; translating business challenges into solutions that unblock critical decisions; and designing, building, and maintaining end-to-end analytical systems. Wed love to see DJ easing your metric creation and consumption painpoints!

Analytics 212

Analytics Engineering Entertainment Metrics 212

Dynatrace

APRIL 9, 2025

This can include internal services within an organizations infrastructure or external systems. SSRF can lead to unauthorized access to sensitive data, such as cloud metadata, internal databases, and other protected resources. Attackers can exploit SSRF to bypass firewalls, steal credentials, and execute arbitrary commands.

Java 147

Java Programming Architecture Cloud 147

Dynatrace

AUGUST 8, 2024

They may stem from software bugs, cyberattacks, surges in demand, issues with backup processes, network problems, or human errors. Cyberattack Cyberattacks involve malicious activities aimed at disrupting services, stealing data, or causing damage. Let’s explore each of these elements and what organizations can do to avoid them.

Software 290

Software Software Infrastructure Network 290

Dynatrace

MARCH 31, 2025

Welcome back to our power dashboarding blog series , data enthusiasts! Query your data with natural language Davis CoPilot is an excellent virtual assistant that helps you create queries using natural language. exploring your data when you know your desired outcome but are unfamiliar with the available data. Select Run.

Metrics 147

Metrics Infrastructure Network Best Practices 147

DZone

FEBRUARY 8, 2022

Any service provider tries to reach several metrics in their activity. One group of these metrics is service quality. Quality metrics contain: The ratio of successfully processed requests. Distribution of processing time between requests. Number of requests dependent curves.

Network 246

Network Hardware Metrics Processing 246

DZone

MARCH 27, 2023

Apache Spark is an open-source distributed computing system designed for large-scale data processing. RDDs are an abstraction of a distributed collection of data that can be processed in parallel across a cluster of machines. What Is Apache Spark?

Network 189

Network Open Source Programming Design 189

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Both serve distinct purposes, from managing message queues to ingesting large data volumes.

Latency 147

Latency Analytics Architecture Storage 147