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 204

Best Practices AWS Monitoring Serverless 204

The Netflix TechBlog

FEBRUARY 1, 2022

Think about your past work experiences and prepare some examples of when you achieved something amazing, or had some tough challenges. If you want to practice, focus on medium-difficulty real-world problems you might encounter in a software engineering role. Be sure to have questions prepared to ask the interviewers.

Engineering 199

Engineering Games Entertainment Innovation 199

High Scalability

JANUARY 11, 2022

FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. For example, one user is a close follower of Elon Musk while another user can be a close follower of Gordon Ramsay. System Components.

Design 334

Design Media Storage Logistics 334

Dynatrace

AUGUST 3, 2022

Although IT teams are thorough in checking their code for any errors, an attacker can always discover a loophole to exploit and damage applications, infrastructure, and critical data. If a malicious attacker can identify a key software vulnerability, they can exploit the vulnerability, allowing them to gain access to your systems.

Java 182

Java Traffic Benchmarking Strategy 182

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. The talk also includes examples of using these tools in the Amazon Elastic Compute Cloud (Amazon EC2) cloud. Wednesday?—?December Thursday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. The talk also includes examples of using these tools in the Amazon Elastic Compute Cloud (Amazon EC2) cloud. Wednesday?—?December Thursday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

Dynatrace

JANUARY 23, 2024

Another key theme at Dynatrace Perform 2024 is organizations’ growing adoption of platform engineering , which helps accelerate the delivery of software applications. Platform engineering improves developer productivity by providing self-service capabilities with automated infrastructure operations.

Performance 179

Performance DevOps Innovation Artificial Intelligence 179

The Netflix TechBlog

MARCH 10, 2021

Motivation Growth in the cloud has exploded, and it is now easier than ever to create infrastructure on the fly. Groups beyond software engineering teams are standing up their own systems and automation. At many companies, managing cloud hygiene and security usually falls under the infrastructure or security teams.

AWS 251

AWS Cloud Games Infrastructure 251

Dotcom-Montior

OCTOBER 6, 2021

A site reliability engineer, or SRE, is a role that that encompasses aspects of both software engineering and operations/infrastructure. The term site reliability engineering first came into existence at Google in 2003 when a site reliability team was created. What Does a Site Reliability Engineer Do?

Engineering 67

Engineering DevOps Monitoring Google 67

The Netflix TechBlog

OCTOBER 27, 2021

Following our culture of freedom and responsibility , Metaflow grants data scientists the freedom to choose the right modeling approach, handle data and features flexibly, and construct workflows easily while ensuring that the resulting project executes responsibly and robustly on the production infrastructure.

Open Source 222

Open Source Monitoring Scalability Code 222

Dynatrace

MAY 6, 2024

Problem remediation is too time-consuming According to the DevOps Automation Pulse Survey 2023 , on average, a software engineer takes nine hours to remediate a problem within a production application. With that, Software engineers, SREs, and DevOps can define a broad automation and remediation mapping.

DevOps 279

DevOps Software Engineering Games Java 279

Adrian Cockcroft

FEBRUARY 13, 2023

This is the AWS Professional Services built tooling that customers can use to track the carbon footprint of their operations and processes, along with a customer example. Good example, well presented interesting new material. Talk by the team that is actually working on reducing the carbon footprint of AWS.

AWS 64

AWS Energy Architecture Programming 64

J. Paul Reed

JULY 17, 2023

It usually refers a project that seeks to update (or, more often, completely replace) a business-critical, “legacy” piece of software or infrastructure, but with the added challenge of doing so without disrupting whatever’s in production (and, more importantly, its ability to generate revenue).

Infrastructure 96

Infrastructure Engineering Systems Software 96

Dynatrace

JUNE 4, 2024

Build an umbrella for Development and Operations In modern software engineering, the discipline of platform engineering delivers DevSecOps practices to developers to bridge the gaps between development, security, and operations and enhance the developer experience.

Metrics 222

Metrics Engineering Code Tuning 222

Dynatrace

MARCH 6, 2024

Platform engineering creates and manages a shared infrastructure and set of tools, such as internal developer platforms (IDPs) , to enable software developers to build, deploy, and operate applications more efficiently. They shouldn’t worry about the platform; they should just start writing code.”

Engineering 234

Engineering Development DevOps Infrastructure 234

All Things Distributed

SEPTEMBER 4, 2017

For the past 20 years, thousands of software engineers at Amazon have been working on ML. For example programming interfaces that developers can use to analyze images, change text into true-to-life language or create chatbots. Decisive is the openness of the layers and the reliable availability of the infrastructure.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

Dynatrace

MAY 13, 2020

All the data bound to hosts is analyzed by the Davis AI causation engine and made available on custom dashboards and events pages. Example 1: Gain visibility into your NVIDIA GPUs. One of our software engineers, Tomasz Gajger, has been involved in a research project related to GPU performance analysis. What’s next.

Infrastructure 134

Infrastructure Metrics Monitoring Software Engineering 134

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

SQL Server According to Bob

JULY 17, 2018

On Windows, if a process terminates unexpectedly the Watson infrastructure is invoked to capture process dumps and add entries to the event log. For example: On Linux a process is not allowed to catch the SIGKILL signal. Bob Dorr – Principle SQL Server Software Engineer.

Servers 40

Servers Processing Software Engineering Traffic 40

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. The talk also includes examples of using these tools in the Amazon Elastic Compute Cloud (Amazon EC2) cloud. Wednesday?—?December Thursday?—?December

AWS 37

AWS Entertainment Open Source Benchmarking 37

Dynatrace

APRIL 22, 2024

In response to the scale and complexity of modern cloud-native technology, organizations are increasingly reliant on automation to properly manage their infrastructure and workflows. Operations automation: The operations section addresses the level of automation organizations use in maintaining and managing existing software.

DevOps 179

DevOps Artificial Intelligence Government Innovation 179

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 181

Analytics Infrastructure Storage Efficiency 181

Dynatrace

FEBRUARY 12, 2024

Check out the following use cases to learn how to drive innovation from development to production efficiently and securely with platform engineering observability. Using Dynatrace, teams can directly access their synthetic monitors and drill down into locations where, for example, execution failed because of local or global outages.

Engineering 176

Engineering Development Infrastructure Cloud 176

High Scalability

OCTOBER 15, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 22

Education Java Engineering Software Engineering 22

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. In effect, the engineer designs and builds the world wherein the software operates. What: The Modern Stack of ML Infrastructure.

DevOps 140

DevOps Software Engineering Infrastructure Open Source 140

The Morning Paper

NOVEMBER 19, 2019

Use syncing infrastructure to enable multi-device access. If you are an entrepreneur interested in building developer infrastructure, all of the above suggests an interesting market opportunity: “Firebase for CRDTs.” What can you do today? Embrace offline web application features (Progressive Web Apps).

Cloud 83

Cloud Software Software Internet 83

High Scalability

NOVEMBER 12, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 22

Education Java Software Engineering Engineering 22

High Scalability

JULY 19, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach. Who's Hiring? Make your job search O (1), not O ( n ).

Education 22

Education Metrics Engineering Java 22

High Scalability

AUGUST 20, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach. Who's Hiring? Make your job search O (1), not O ( n ).

Education 22

Education Metrics Engineering Java 22

High Scalability

AUGUST 6, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach. Who's Hiring? Make your job search O (1), not O ( n ).

Education 22

Education Metrics Engineering Java 22

High Scalability

SEPTEMBER 3, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach. Who's Hiring? Make your job search O (1), not O ( n ).

Education 21

Education Metrics Engineering Java 21

High Scalability

OCTOBER 29, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 22

Education Java Software Engineering Engineering 22

High Scalability

OCTOBER 1, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 21

Education Metrics Engineering Java 21

High Scalability

SEPTEMBER 17, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach. Who's Hiring? Make your job search O (1), not O ( n ).

Education 21

Education Metrics Engineering Java 21

Dynatrace

DECEMBER 5, 2022

Today, DevOps orchestration is necessary to gain a comprehensive view and means of control over infrastructure, services, and software development practices. This ranges from deploying virtual machines and configuring software to ensuring that software development operations are proceeding efficiently and reliably.

DevOps 203

DevOps Virtualization Innovation Best Practices 203

The Netflix TechBlog

SEPTEMBER 13, 2021

During our initial consultations, it was clear that developers preferred prioritizing product work over security or infrastructure improvements. The automation of the infrastructure setup, combined with reducing risk enough to streamline security review saves developers days, if not weeks, on each application.

Internet 220

Internet Internet Cloud Traffic 220