Dynatrace

NOVEMBER 14, 2023

Customer empathy is key to a fully optimized site reliability engineering practice Software engineering can often be an impersonal discipline. The panelists speculated that AI will likely improve quality of life for SRE teams through its ability to efficiently execute tasks.

Best Practices 201

Best Practices Engineering DevOps Software Engineering 201

Dynatrace

FEBRUARY 12, 2024

Each use case provides its own unique value and impact, and whoever sees value in the use cases can adopt it—whether they are a platform engineer, DevOps engineer, performance engineer, or a site reliability engineer (SRE). And that’s where lifecycle events come in.

Engineering 190

Engineering Development Infrastructure Cloud 190

The Netflix TechBlog

OCTOBER 28, 2021

Interview with Pallavi Phadnis This post is part of our “ Data Engineers of Netflix ” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Pallavi Phadnis is a Senior Software Engineer at Netflix. Pallavi, what’s your journey to data engineering at Netflix?

Data Engineering 173

Data Engineering Engineering Big Data Software Engineering 173

Dynatrace

FEBRUARY 24, 2021

The events of 2020 accelerated the trend of organizations shifting to cloud-native technologies in response to the dramatic increase in demand for online services. Cloud-native environments bring speed and agility to software development and operations (DevOps) practices. Efficiency. Dynatrace news. SRE vs DevOps?

DevOps 193

DevOps Software Engineering Speed Google 193

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. For more about this ongoing conversation, see A guide to event-driven SRE-inspired DevOps.

Engineering 259

Engineering DevOps Government Latency 259

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. What is DevOps?

DevOps 207

DevOps Best Practices Innovation Strategy 207

Dynatrace

AUGUST 21, 2023

Different monitoring point solutions, such as Jaeger, Zipkin, Logstash, Fluentd, and StatsD, each have their own way of observing and recording such an event. But, as Justin Scherer, senior software engineer from Northwestern Mutual found, OpenTelemetry by itself is not a panacea. What is OpenTelemetry?

Open Source 205

Open Source Analytics Lambda Metrics 205

The Netflix TechBlog

NOVEMBER 20, 2023

It also improves the engineering productivity by simplifying the existing pipelines and unlocking the new patterns. We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. It is highly efficient with a low cost. past 3 hours or 10 days).

Processing 210

Processing Big Data Efficiency Engineering 210

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. For more about this ongoing conversation, see A guide to event-driven SRE-inspired DevOps.

Engineering 184

Engineering DevOps Government Latency 184

High Scalability

APRIL 14, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 24, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Who's Hiring? Apply here.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

APRIL 28, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 30, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

MAY 26, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 100

Education AWS Software Engineering Scalability 100

The Morning Paper

APRIL 16, 2019

Teaching rigorous distributed systems with efficient model checking Michael et al., Each node runs in a single threaded event loop. Consider the number of events it takes for your system to make progress from any state; ensure that number is reasonably close to the minimum. EuroSys’19. A visual debugger/system explorer.

Systems 43

Systems Efficiency Testing Strategy 43

The Netflix TechBlog

OCTOBER 18, 2022

It serves thousands of users, including data scientists, data engineers, machine learning engineers, software engineers, content producers, and business analysts, for various use cases. But sometimes, it is not efficient. Time-based triggering is popular due to its simplicity and ease of management.

Java 202

Java Scalability Traffic Architecture 202

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

The Netflix TechBlog

JULY 12, 2019

The net result is, for many datasets, vastly more efficient use of RAM. and can achieve orders of magnitude more efficient data access, which opens up many possibilities. The Status-Quo Until very recently, Gatekeeper was a completely event-driven system. Clearly, a change in direction was necessary.

Cache 183

Cache Architecture Latency Engineering 183

High Scalability

MARCH 17, 2020

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. How to screen candidates efficiently, effectively, and without bias.

Education 105

Education Engineering Java Software Engineering 105

Testlodge

MAY 26, 2021

Risk is a potential problem that could have negative consequences, or an uncertain event that may or may not occur in the system at any point in the future. A risk analyst or an experienced software engineer will be in the best position to carry out this activity. Overview of Risk-Based Testing.

Testing 105

Testing Software Engineering Best Practices Strategy 105

High Scalability

MARCH 3, 2020

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. How to screen candidates efficiently, effectively, and without bias.

Education 114

Education Engineering Games Java 114

Dynatrace

FEBRUARY 6, 2020

Just as in any enterprise that has a software engineering organization, the Dynatrace Software Intelligence Platform is not the only software that gets developed by 800+ engineers. Some of these capabilities are handled by external tools that are integrated with Dynatrace.

Cloud 185

Cloud DevOps Engineering Speed 185

High Scalability

FEBRUARY 18, 2020

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. How to screen candidates efficiently, effectively, and without bias.

Education 113

Education Engineering Games Java 113

High Scalability

FEBRUARY 9, 2020

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. How to screen candidates efficiently, effectively, and without bias.

Education 108

Education Engineering Games Java 108

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! We’ve compiled our speaking events below so you know what we’ve been working on. Please stop by our “Living Room” for an opportunity to connect or reconnect with Netflixers. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! We’ve compiled our speaking events below so you know what we’ve been working on. Please stop by our “Living Room” for an opportunity to connect or reconnect with Netflixers. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

SQL Server According to Bob

DECEMBER 31, 2018

In my previous blog posts, I highlighted the importance of using Event Sequence as the sort key. Some of the feedback has been that sorting can be a cumbersome operation because: Using sys.fn_xe_file_target_read_file the XML has to be queried and indexed which can take time and space, followed by the order by event sequence query.

Efficiency 40

Efficiency Code Servers Cache 40

The Morning Paper

JANUARY 21, 2020

The operating environment of Internet services contains many of the ingredients necessary for ambiguity and high consequences for mistakes in the diagnosis and response of an adverse unexpected event. In summary, software engineers find themselves in a very unenviable position when attempting to resolve an outage with their service.

Internet 98

Internet Internet Strategy Energy 98

The Netflix TechBlog

JANUARY 11, 2022

As a result, we are risk averse in decision making and actively mitigate the probability of purchasing ads that are not efficiently attracting new members. We’ll touch upon four ways that partnerships between data science and engineering teams have benefited this space. without having to become software engineers themselves.

Innovation 243

Innovation Metrics Engineering Testing 243

SQL Performance

APRIL 17, 2020

With careful planning, the other steps required can be made as efficient as possible, for example using minimally-logged or ONLINE operations. Extended Events and Trace Flag. There is an extended event specifically for the new metadata-only ALTER COLUMN operations supported in SQL Server 2016 onward. Be Careful with Syntax.

Servers 63

Servers Database Testing Efficiency 63

Smashing Magazine

JANUARY 5, 2022

With entrance into the industry being so easy and lack of proper benchmarking (Note: this is somewhat contradictory to point 2, but more on that later) around what makes a good designer, software engineer, or product manager, we’re forced to face the facts that it’s a recipe for poor quality products. Alright, enough doom and gloom.

Design 127

Design Social Media Website Best Practices 127

The Netflix TechBlog

SEPTEMBER 23, 2019

In the event of an isolated failure we first pre-scale microservices in the healthy regions after which we can shift traffic away from the failing one. Device Type Weighted vs. Previous Approach What Now? This new approach, however, is itself an approximation with its own set of assumptions.

Traffic 190

Traffic Metrics Mobile Government 190

Strategic Tech

FEBRUARY 16, 2022

Two particularly relevant patterns are Efficiency Enables Evolution and Higher Order Systems Create New Sources of Worth. In Wardley lingo, Google Maps is so efficient that it acts as a building block for higher-order systems (e.g. A good engineering organization moves at speed with high reliability.

Innovation 52

Innovation Speed Google Strategy 52

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! We’ve compiled our speaking events below so you know what we’ve been working on. Please stop by our “Living Room” for an opportunity to connect or reconnect with Netflixers. Wednesday?—?December

AWS 37

AWS Entertainment Open Source Benchmarking 37

O'Reilly

MAY 19, 2020

. • More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). For this audience, SRE’s future is brighter than AI’s, however. Respondent Demographics.

Cloud 141

Cloud Serverless AWS Architecture 141