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

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. Netflix runs dozens of stateful services on AWS under strict sub-millisecond tail-latency requirements, which brings unique challenges. Wednesday?—?December

AWS 38

AWS Entertainment Open Source Benchmarking 38

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. They also care about infrastructure: SREs require system visibility and incident management. Dynatrace enables teams to specify SLOs, such as latency, uptime, availability, and more.

Development 290

Development DevOps Programming Cloud 290

Dynatrace

JANUARY 18, 2023

Site reliability engineering (SRE) is a software operations methodology that enables organizations to create highly reliable and scalable applications. SRE applies software engineering principles to operations and infrastructure processes. Site reliability engineers, or SREs, lead these efforts.

DevOps 246

DevOps Best Practices Innovation Strategy 246

The Netflix TechBlog

APRIL 26, 2022

fact logging client, ETL, query client, and data quality infrastructure. Low-latency Queries To avoid downloading all of the fact data from s3 in a spark executor and then dropping it, we analyzed our query patterns and figured out that there is a way to only access the data that we are interested in.

Storage 195

Storage Design Scalability Latency 195

The Netflix TechBlog

MAY 14, 2021

We are expected to process 1,000 watermarks for a single distribution in a minute, with non-linear latency growth as the number of watermarks increases. It is now easier for the on-call engineer and the developers to find the associated logs and traces while visualizing the state of the asynchronous workflow and data in the whole system.

Traffic 166

Traffic Java Latency Google 166

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. Netflix runs dozens of stateful services on AWS under strict sub-millisecond tail-latency requirements, which brings unique challenges. Wednesday?—?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. Netflix runs dozens of stateful services on AWS under strict sub-millisecond tail-latency requirements, which brings unique challenges. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

JULY 12, 2019

This data-propagation latency was unacceptable?—?we With this infrastructure, each time a change is detected in a source application, the updated record is encoded and emitted to a Kafka topic. Traditional Hollow usage The problem with this total-source-of-truth iteration model is that it can take a long time.

Cache 184

Cache Architecture Engineering Latency 184

O'Reilly

NOVEMBER 12, 2019

Respondents who have implemented serverless made custom tooling the top tool choice—implying that vendors’ tools may not fully address what organizations need to deploy and manage a serverless infrastructure. As noted earlier, the majority of survey respondents are software engineers. Industries of survey respondents.

Serverless 94

Serverless Architecture FinTech Infrastructure 94

O'Reilly

MARCH 25, 2025

Were also betting that this will be a time of software development flourishing. With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software. We tested both retrieval quality (e.g.,

Systems 69

Systems Development Tuning Monitoring 69

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. The post What is a Site Reliability Engineer (SRE)?

Engineering 67

Engineering DevOps Monitoring Google 67

The Morning Paper

JULY 4, 2019

In this type of environment, there are many potential sources of failure, stemming from the infrastructure itself (e.g. degraded hardware, transient networking problem) or, more often, because of some change deployed by Netflix engineers that did not have the intended effect. On error rates.

Latency 77

Latency Engineering Metrics Traffic 77

The Netflix TechBlog

FEBRUARY 9, 2021

Lower latency as a result of fewer service calls, which means fewer errors for our visitors. With these types of continued investments in infrastructure, the Growth Engineering team is able to build a solid foundation for future innovations that will allow us to continue to deliver the best possible experience for our members.

Engineering 145

Engineering Scalability Architecture Innovation 145

Adrian Cockcroft

NOVEMBER 18, 2019

OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto. Software Engineer, AWS Serverless Applications, and Yishai Galatzer, Senior Manager Software Development.

Open Source 40

Open Source AWS Lambda Serverless 40

Adrian Cockcroft

NOVEMBER 18, 2019

OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto. Software Engineer, AWS Serverless Applications, and Yishai Galatzer, Senior Manager Software Development.

Open Source 40

Open Source AWS Lambda Serverless 40

Abhishek Tiwari

NOVEMBER 3, 2018

You should expect one-time implementation cost (depending CMS and business requirements it can cost 200,000 USD to 3M USD) and yearly hosting infrastructure cost (proportional to load and traffic but typically 30,000 USD - 300,000 USD per year). Pure CMS licensing cost can be anywhere between 50,000 - 500,000 USD a year.

Systems 63

Systems Cache Website Network 63