High Scalability

MAY 4, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. Try it today!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

FEBRUARY 1, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. DevOps Engineer : At Kinsta , we set out to create the best managed hosting platform in the world. has hours of system design content. They also do live system design discussions every week. Who's Hiring?

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JULY 18, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. Try it today!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JUNE 10, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. Try it today!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

DECEMBER 9, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. DevOps Engineer : At Kinsta , we set out to create the best managed hosting platform in the world. has hours of system design content. They also do live system design discussions every week. Who's Hiring?

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

AUGUST 24, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

OCTOBER 27, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. DevOps Engineer : At Kinsta , we set out to create the best managed hosting platform in the world. has hours of system design content. They also do live system design discussions every week. Who's Hiring?

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JULY 15, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

SEPTEMBER 29, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. DevOps Engineer : At Kinsta , we set out to create the best managed hosting platform in the world. has hours of system design content. They also do live system design discussions every week. Who's Hiring?

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JUNE 29, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

SEPTEMBER 15, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. DevOps Engineer : At Kinsta , we set out to create the best managed hosting platform in the world. has hours of system design content. They also do live system design discussions every week. Who's Hiring?

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

MARCH 18, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

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High Scalability

JUNE 8, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

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High Scalability

MARCH 18, 2021

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Education 100

Education DevOps AWS Scalability 100

High Scalability

MAY 18, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

APRIL 7, 2021

SysOps Enginee r: As Kinsta ’s SysOps Engineer, you’ll play a key role in caring for the health of our servers, preventing issues, and responding immediately to mitigate any problems in our infrastructure. has hours of system design content. They also do live system design discussions every week. InterviewCamp.io

Education 100

Education DevOps Scalability Infrastructure 100

The Morning Paper

NOVEMBER 12, 2019

Scaling symbolic evaluation for automated verification of systems code with Serval Nelson et al., Serval is a framework for developing automated verifiers of systems software. To invest in formally modelling something, you really need to have a very good idea of what the software needs to do. SOSP’19.

Code 45

Code Systems Programming Google 45

Strategic Tech

JANUARY 19, 2020

How we spend our time and apply our resources when developing software systems is possibly the most fundamental and difficult challenge. A natural tendency for software engineers is to gravitate towards the most technically interesting challenges. Time and resources are limited. A concept known as the Core Domain.

Open Source 87

Open Source Games Innovation Strategy 87

SQL Performance

APRIL 17, 2020

Ultimately, tables are stored as a sequence of bytes with some metadata elsewhere in the system to describe what each of those bytes mean, and how they relate to each of the table's various columns. Rewrite some or all of the stored data to match the new definition. Check all the existing data for compatibility, then change metadata.

Servers 63

Servers Database Testing Efficiency 63

The Morning Paper

JANUARY 16, 2020

.” Never mind, because the ideas in the paper are still very connected to a question I’m fascinated by at the moment: “how will we be developing software systems over this coming decade?” One definition of simple, but not a terribly useful one, would be a program that simply memorised input-output examples.

Programming 56

Programming Benchmarking Testing Systems 56

Abhishek Tiwari

DECEMBER 13, 2017

This has far-reaching implications how future data systems and algorithms will be designed. More importantly, learned bloom filter definitely improves memory footprint - roughly 2X space improvement over traditional bloom filter with the same false positive rate. Learned Bloom filters. What's next.

Artificial Intelligence 40

Artificial Intelligence Hardware Google Benchmarking 40

All Things Distributed

SEPTEMBER 4, 2017

The management consultants at McKinsey expect that the global market for AI-based services, software and hardware will grow annually by 15-25% and reach a volume of around USD 130 billion in 2025. Definitely, because they offer business and society fascinating possibilities. Progress through machine learning. Machine Leaning at Amazon.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

Smashing Magazine

JUNE 28, 2021

Drew McLellan: He’s a Senior Software Engineer for an agency called Echobind. He loves the Jamstack, and his new book, Cut Into The Jamstack, teaches the reader how to build a software as a service app from scratch. Drew: It’s an off the shelf design system that you can drop in to build the UI for your project.

Website 62

Website Design Open Source Software 62

The Morning Paper

DECEMBER 12, 2019

We’re back in 1968, a time when it was taken for granted that before building a system, it was necessary to design it. The systems under discussion are not restricted to computer systems either by the way – one of example of a system is "the public transport network."

Design 43

Design Transportation Systems Network 43

Alex Russell

JUNE 22, 2022

The latest consolidated financials (PDF) are from 2020 and show that, without marketing expenses, Mozilla spends between $380 and $430 million US per year on software development. Browser vendors fund their industrial-scale software engineering projects through integrations.

Engineering 110

Engineering Traffic Government Google 110

The Netflix TechBlog

OCTOBER 18, 2022

Due to its popularity, the number of workflows managed by the system has grown exponentially. The scheduler on-call has to closely monitor the system during non-business hours. As the usage increased, we had to vertically scale the system to keep up and were approaching AWS instance type limits.

Java 202

Java Scalability Traffic Architecture 202

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

The Netflix TechBlog

FEBRUARY 9, 2021

The whole system was quite complex, and starting to become brittle. The API server orchestrates backend systems to authenticate the user. Upstream systems had to reopen the tokens to identify the user logging in and potentially manage multiple parallel identity data structures, which could easily get out of sync.

Architecture 221

Architecture Latency Servers Website 221

The Netflix TechBlog

SEPTEMBER 13, 2021

The first was that there were too many security things that each software team needed to think about?—?things Nearly all of the blockers related to systems in which (usually for historical reasons) some application team was solving both authentication and application routing in a custom way. Specify a domain name?

Internet 220

Internet Internet Cloud Traffic 220

The Netflix TechBlog

MARCH 25, 2019

Now, imagine yourself in the role of a software engineer responsible for a micro-service which publishes data consumed by few critical customer facing services (e.g. Nonetheless, Netflix data landscape (see below) is complex and many teams collaborate effectively for sharing the responsibility of our data system management.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

The Netflix TechBlog

FEBRUARY 9, 2021

The Growth Engineering team is responsible for executing growth initiatives that help us anticipate and adapt to this change. In particular, it’s our job to design and build the systems and protocols that enable customers from all over the world to sign up for Netflix with the plan features and incentives that best suit their needs.

Engineering 142

Engineering Scalability Architecture Innovation 142

Strategic Tech

NOVEMBER 1, 2021

The 2010s were a turning-point in the history of software engineering. or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. At the start of the decade, Eric Ries disrupted traditional approaches to building digital products with The Lean Startup.

Software Architecture 98

Software Architecture Architecture DevOps Software 98

O'Reilly

MAY 19, 2020

Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Technical leads and architects (about 11%) are next, followed by software and systems architects (9+%). Almost one-quarter (23%) of respondents work in the software industry ( Figure 3 ).

Cloud 141

Cloud Serverless AWS Architecture 141

The Netflix TechBlog

JULY 12, 2019

Gatekeeper is the system at Netflix responsible for evaluating the “liveness” of videos and assets on the site. Gatekeeper accomplishes its prescribed task by aggregating data from multiple upstream systems, applying some business logic, then producing an output detailing the status of each video in each country.

Cache 183

Cache Architecture Latency Engineering 183

The Netflix TechBlog

FEBRUARY 9, 2021

To accomplish this, the Asset Management Service needs to translate an asset group into a rule definition for the Customization Service. Let’s put it all together and review the system interaction diagram. Customization Service Let’s review the Orchestration Service and introduce the Customization Service.

Engineering 165

Engineering Storage Latency Entertainment 165

The Netflix TechBlog

JANUARY 11, 2022

Data Scientists play a vital role in building automated systems that leverage causal inference to decide how we spend our advertising budget. One way we do this is through constantly improving the recommendation systems that produce a personalized home page experience for each of our members.

Innovation 243

Innovation Metrics Engineering Testing 243