Dynatrace

JULY 24, 2024

By leveraging Dynatrace observability on Red Hat OpenShift running on Linux, you can accelerate modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes. Learn more about the new Kubernetes Experience for Platform Engineering.

Availability 279

Availability Infrastructure Metrics Monitoring 279

Dynatrace

MARCH 20, 2024

Vulnerabilities or hardware failures can disrupt deployments and compromise application security. For instance, if a Kubernetes cluster experiences a hardware failure during deployment, it can lead to service disruptions and affect the user experience.

Open Source 299

Open Source Hardware DevOps Infrastructure 299

Brendan Gregg

OCTOBER 28, 2024

At Intel we've been creating a new analyzer tool to help reduce AI costs called AI Flame Graphs : a visualization that shows an AI accelerator or GPU hardware profile along with the full software stack, based on my CPU flame graphs. The towers are getting smaller as optimizations are added.

Programming 130

Programming Hardware Tuning C++ 130

Dynatrace

JUNE 25, 2020

Our Premium High Availability comes with the following features: Active-active deployment model for optimum hardware utilization. – A Dynatrace customer, Head of Performance Engineering. Save on costs for hardware and network bandwidth to optimize total cost of ownership. Automatic recovery for outages for up to 72 hours.

Availability 264

Availability Hardware Latency Traffic 264

High Scalability

APRIL 30, 2021

This channel is the perfect blend of programming, hardware, engineering, and crazy. Hey, HighScalability is back! After watching you’ll feel inadequate, but in an entertained sort of way. Love this Stuff? I need your support on Patreon to keep this stuff going. Do employees at your company need to know about the cloud?

Internet 224

Internet Internet Scalability Entertainment 224

Adrian Cockcroft

FEBRUARY 9, 2023

There are three current underlying reasons for the platform engineering meme today. The layers of platforms start at the bottom with hardware choices such as which CPU architectures and vendors you want to use. We used this model effectively at Netflix when I was their cloud architect from 2010 through 2013.

Engineering 136

Engineering Serverless Lambda AWS 136

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. What Exactly is Greenplum?

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

DZone

JANUARY 23, 2022

Hardware - servers/storage hardware/software faults such as disk failure, disk full, other hardware failures, servers running out of allocated resources, server software behaving abnormally, intra DC network connectivity issues, etc. Redundancy in power, network, cooling systems, and possibly everything else relevant.

Hardware 243

Hardware DevOps Network Storage 243

Dynatrace

OCTOBER 26, 2020

Dynatrace has recently enhanced its Metrics APIs, allowing everyone to send any type of metric with any set of data dimension to Davis, Dynatrace’s AI engine. All your JMeter results in Dynatrace for better performance engineering. If you want to replicate Christians work – here are the software and hardware specs: Hardware.

Innovation 234

Innovation Metrics Hardware Open Source 234

Dynatrace

DECEMBER 15, 2022

Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure. Although modern cloud systems simplify tasks, such as deploying apps and provisioning new hardware and servers, hybrid cloud and multicloud environments are often complex.

Artificial Intelligence 246

Artificial Intelligence DevOps Hardware Virtualization 246

InfoQ

OCTOBER 4, 2023

During the second day of QCon San Francisco 2023, Yao Yue, a Founder of IOP Systems, presented on performance engineering. Yue discussed in her session the evolving performance engineering in the modern era. By Steef-Jan Wiggers

Engineering 103

Engineering Performance Hardware Systems 103

The Netflix TechBlog

NOVEMBER 9, 2021

AV1 playback on TV platforms relies on hardware solutions, which generally take longer to be deployed. Throughout 2020 the industry made impressive progress on AV1 hardware solutions. The Performance Engineering team specializes in optimizing resource utilization at Netflix. TV manufacturers released TVs ready for AV1 streaming.

Media 246

Media Open Source Software Engineering Efficiency 246

Dynatrace

MAY 5, 2020

Tasks such as hardware provisioning, database setup, patching, and backups are fully automated, making Amazon RDS cost efficient and scalable. When a problem arises, the Dynatrace Davis AI causation engine shows you how applications impact your databases and how you can resolve issues. Next steps.

Design 217

Design AWS Education Innovation 217

Dynatrace

JUNE 29, 2022

They use the same hardware, APIs, tools, and management controls for both the public and private clouds. Amazon Web Services (AWS) Outpost : This offering provides pre-configured hardware and software for customers to run native AWS computing, networking, and services on-premises in a cloud-native manner.

Infrastructure 246

Infrastructure Cloud Azure AWS 246

Adrian Cockcroft

JANUARY 27, 2025

We had some fun getting hardware figured out, and I used a 3D printer to make some cases, but the whole project was interrupted by the delivery of the iPhone by Apple in late 2007. One of the Java engineers on my teamJian Wujoined me to help figure out the API.

C++ 88

C++ Mobile Hardware Java 88

Dynatrace

APRIL 5, 2021

This is where Lambda comes in: Developers can deploy programs with no concern for the underlying hardware, connecting to services in the broader ecosystem, creating APIs, preparing data, or sending push notifications directly in the cloud, to list just a few examples. How does AWS Lambda work? Optimizing Lambda for performance.

Lambda 258

Lambda AWS Serverless Hardware 258

Dynatrace

SEPTEMBER 29, 2021

Container technology is very powerful as small teams can develop and package their application on laptops and then deploy it anywhere into staging or production environments without having to worry about dependencies, configurations, OS, hardware, and so on. The time and effort saved with testing and deployment are a game-changer for DevOps.

Open Source 334

Open Source Traffic DevOps Cloud 334

Dynatrace

APRIL 30, 2021

First, he pointed to the infrastructure monitoring capabilities as critical to understanding the impact of hardware failures. He also highlighted the benefits of Davis , the AI-engine at the heart of Dynatrace. “We The engineer can get a preview on how to fix the issue, how to identify it. We really like how Davis works.

Retail 246

Retail Cloud Monitoring Hardware 246

The Netflix TechBlog

MARCH 8, 2021

As an engineer, I can work anywhere with a standard laptop as long as I have an IDE and access to Stack Overflow. They need specialized hardware, access to petabytes of images, and digital content creation applications with controlled licenses.

Entertainment 307

Entertainment Storage Open Source Hardware 307

ACM Sigarch

APRIL 2, 2025

To create a CPU core that can execute a large number of instructions in parallel, it is necessary to improve both the architecturewhich includes the overall CPU design and the instruction set architecture (ISA) designand the microarchitecture, which refers to the hardware design that optimizes instruction execution.

Efficiency 54

Efficiency Hardware Architecture Design 54

The Netflix TechBlog

APRIL 29, 2019

Such applications track the inventory of our network gear: what devices, of which models, with which hardware components, located in which sites. Python has long been a popular programming language in the networking space because it’s an intuitive language that allows engineers to quickly solve networking problems.

Open Source 280

Open Source Network Infrastructure Big Data 280

The Netflix TechBlog

JUNE 4, 2019

The idea CFS operates by very frequently (every few microseconds) applying a set of heuristics which encapsulate a general concept of best practices around CPU hardware use. We could then feed this information directly into the optimization engine to move towards a more supervised learning approach.

Cache 258

Cache Latency Airlines Logistics 258

Dynatrace

JUNE 3, 2019

As the UFO is an Open Hardware & Open Source project , we’ve had people create their own UFOs in order to visualize stage or progress within their organization. how fast a ticket gets assigned to an engineer and how fast we respond to certain types of tickets. What does the UFO tell the Support Team?

DevOps 42

DevOps Open Source Hardware Mobile 42

Dynatrace

MAY 1, 2023

Additionally, ITOA gathers and processes information from applications, services, networks, operating systems, and cloud infrastructure hardware logs in real time. Organizations use this open source, distributed analytics engine for big data workloads. Apache Spark. Dynatrace Grail.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Serverless architecture offers several benefits for enterprises. Simplicity. The first benefit is simplicity.

Serverless 325

Serverless AWS Lambda Storage 325

Dynatrace

JUNE 10, 2024

Finally, observability helps organizations understand the connections between disparate software, hardware, and infrastructure resources. For example, updating a piece of software might cause a hardware compatibility issue, which translates to an infrastructure challenge.

Analytics 264

Analytics Network Open Source Hardware 264

The Netflix TechBlog

JANUARY 13, 2022

By Vikram Srivastava and Marcelo Mayworm Netflix has one of the most complex data platforms in the cloud on which our data scientists and engineers run batch and streaming workloads. Pensive relies on a regular expression based rules engine that has been curated over time. What’s Next? But our job is nowhere near done.

Big Data 242

Big Data Infrastructure Metrics Games 242

Dynatrace

JANUARY 16, 2023

Most Kubernetes clusters in the cloud (73%) are built on top of managed distributions from the hyperscalers like AWS Elastic Kubernetes Service (EKS), Azure Kubernetes Service (AKS), or Google Kubernetes Engine (GKE). Accordingly, the remaining 27% of clusters are self-managed by the customer on cloud virtual machines.

Open Source 358

Open Source Java Operating System Programming 358

Dynatrace

SEPTEMBER 30, 2021

It requires purchasing, powering, and configuring physical hardware, training and retaining the staff capable of servicing and securing the machines, operating a data center, and so on. They need enough hardware to serve their anticipated volume and keep things running smoothly without buying too much or too little. Reduced cost.

Cloud 241

Cloud Traffic Best Practices Strategy 241

Dynatrace

MARCH 28, 2024

For one Dynatrace customer, a hardware and software provider, introducing automation into DevOps processes was a game-changer. Today, with greater focus on DevOps and developer observability, engineers spend 70%-75% of their time writing code and increasing product innovation.

C++ 246

C++ Artificial Intelligence DevOps Innovation 246

Dynatrace

AUGUST 12, 2020

With Azure Functions, engineers don’t have to worry about provisioning and maintaining underlying hardware; they simply upload their code, and it’s up and running seconds later. These functions are usually triggered by events, therefore, Microsoft Azure is also commonly described as “event-driven FaaS.”

Serverless 246

Serverless Azure Monitoring Lambda 246

The Morning Paper

MARCH 8, 2020

Building an elastic query engine on disaggregated storage , Vuppalapati, NSDI’20. This paper presents Snowflake design and implementation along with a discussion on how recent changes in cloud infrastructure (emerging hardware, fine-grained billing, etc.) From shared-nothing to disaggregation.

Storage 112

Storage Engineering Cache Serverless 112

Dynatrace

NOVEMBER 22, 2022

Five-nines availability has long been the goal of site reliability engineers (SREs) to provide system availability that is “always on.” Site reliability engineering teams often measure system availability in percentages in the pursuit of 100% uptime. Five-nines availability: The ultimate benchmark of system availability.

Infrastructure 246

Infrastructure Availability Systems Retail 246

Dynatrace

APRIL 15, 2022

While modern cloud systems simplify tasks — such as deploying apps and provisioning new hardware and servers — cloud environments can be surprisingly complex. This enables a site reliability engineering approach to cloud operations, in which organizations improve reliability using service-level objectives (SLOs) and error budgets.

Cloud 245

Cloud Infrastructure Innovation Monitoring 245

Dynatrace

NOVEMBER 29, 2022

As a torchbearer of modern AIOps, the Dynatrace’ AI engine, Davis®, provides a purpose-built AI platform for today’s web-scale modern cloud. The Dynatrace AI engine, Davis, provides intelligence and context to such detected events and helps to decide the remediation workflow automatically.

Infrastructure 244

Infrastructure Code Cloud DevOps 244

VoltDB

DECEMBER 11, 2024

Use hardware-based encryption and ensure regular over-the-air updates to maintain device security. Solution: Optimize edge workloads by deploying lightweight algorithms tailored for edge hardware. Environmental costs of manufacturing and disposing of edge hardware. Data interception during transit.

IoT 52

IoT Energy Logistics Latency 52

CSS Wizardry

OCTOBER 27, 2018

It is vital, therefore, that engineers have a firm understanding of performance fundamentals, as well as a solid command of their tools. Who: Engineers. Who: Engineers, Product Owners. Who: Engineers, Product Owners, Marketing. When: During development. Why: Identify and fix issues before they make it into the release.

Performance Testing 211

Performance Testing Testing Performance Strategy 211