Netflix Tech

OCTOBER 18, 2019

The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., And finally each new observation needs to update the policy, compute offline policy evaluation metrics and then push the policy back to production so it can generate new intents to treat.

Metrics 50

Metrics Policies Infrastructure Architecture 50

Daniel Bryant

JUNE 28, 2018

At last year’s Microservices Virtual Practitioner Summit Matt gave a great talk about the journey and mechanics of deploying Envoy at Lyft , and I was keen to revisit some of the wisdom shared within this talk and see how this relates to the work being undertaken in the open source Ambassador project.

Load Balancer 40

Load Balancer PHP Open Source Architecture 40

Cloudera

JULY 18, 2022

In part 1 of this blog we discussed how Cloudera DataFlow for the Public Cloud (CDF-PC), the universal data distribution service powered by Apache NiFi, can make it easy to acquire data from wherever it originates and move it efficiently to make it available to other applications in a streaming fashion.

Analytics 85

Analytics Data Applications System 85

Netflix Tech

OCTOBER 18, 2019

The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., And finally each new observation needs to update the policy, compute offline policy evaluation metrics and then push the policy back to production so it can generate new intents to treat.

Metrics 40

Metrics Policies Infrastructure Architecture 40

Dzone - DevOps

APRIL 13, 2023

The OpenTelemetry project was announced in 2019 as the coming together of two efforts that existed prior to that — OpenTracing and OpenCensus , with the goal of becoming a single open standard for extracting telemetry from distributed microservice-based applications.

Microservices 75

Microservices Fashion Scalability Metrics 75

Honeycomb

MARCH 24, 2022

Observability came out of microservices and cloud-native, right? On both counts—yeah, it sorta came out of microservices and cloud native, and yeah sorta, you need it with a simpler architecture (though perhaps not as desperately as you otherwise might). The need for observability grew forth from microservices and cloud native.

Microservices 58

Microservices Architecture Metrics Lambda 58

Confluent

MAY 9, 2019

Storing events in a stream and connecting streams via stream processors provide a generic, data-centric, distributed application runtime that you can use to build ETL, event streaming applications, applications for recording metrics and anything else that has a real-time data requirement. Pillar 2 – Instrumentation plane: Business metrics.

Microservices 93

Microservices Metrics Systems Review Architecture 93

Honeycomb

SEPTEMBER 23, 2021

If you think observability is merely a more fashionable term for monitoring, you’re missing its value. You can derive metrics, logs and traces from arbitrarily-wide structured events (which o11y is defined by). You can still get insight into the internal state of systems from their external data even if those are just metrics or logs.

Metrics 123

Metrics DevOps System Microservices 123

Apiumhub

JANUARY 12, 2021

What are the key software architecture metrics ? I use the four metrics that predict the software delivery & operational performance: (1) lead time for changes, (2) deployment frequency, (3) time to restore service, (4) change failure rate. On a more granular level, cohesion and coupling metrics are important.

Architecture 54

Architecture Software Review Software Systems Review 54

BPM

JANUARY 18, 2019

The microservice movement will reignite the need for orchestration. Some analyst is bound to rename BPM engines to Microservice Orchestration Engines (MOE).wait Customer demand for solutions built on lean, loosely coupled BPM microservices will skyrocket. wait did I just do that. First movers will be profoundly disruptive.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

Confluent

FEBRUARY 13, 2019

Do I need to use a microservices framework? Distributed object (RPC sync), service-oriented architecture (SOA), enterprise service bus (ESB), event-driven architecture (EDA), reactive programming to microservices and now FaaS have each built on the learnings of the previous. Do I need to use a microservices framework?

Architecture 90

Architecture Programming Microservices Serverless 90

O'Reilly Media - Ideas

MARCH 1, 2023

Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. Is the relatively low growth of microservices a sign of change? Have microservices reached a peak?

Trends 134

Trends Technical Review Technology Software Review 134

Netflix Tech

FEBRUARY 9, 2021

Critical identity data was being propagated throughout the server ecosystem in an inconsistent fashion. Scaling Patterns for Netflix's Edge User & Device Identity for Microservices @ Netflix Scale The authors are members of the Netflix Access & Identity Management team.

Authentication 88

Authentication Systems Review Architecture Microservices 88

The Agile Monkey

NOVEMBER 27, 2018

A “Traditional” Microservice Architecture for a Catalog It wasn’t that long ago that we were talking about decomposing monoliths into microservices (in fact we still are!). Cognito Security as a Service hosted by Amazon that ties in neatly with IAM and allows us to login and permission users in a granular fashion.

Serverless 40

Serverless AWS Architecture Microservices 40

Daniel Bryant

SEPTEMBER 2, 2018

microservices, containers, orchestrators?—?require The re-usable remote infrastructure pattern is often implemented in a bespoke fashion, with platform teams provisioning multiple test environments that can be leased on-demand by engineers. require new developer workflow patterns.

Software Review 40

Software Review Systems Review Technical Review Cloud 40

O'Reilly Media - Ideas

DECEMBER 6, 2018

Virtually all modern software and applications built today are distributed systems of some sort, says Sam Newman , director at Sam Newman & Associates and author of Building Microservices. Even for limited, node-level metrics, traditional monitoring systems do not scale well on large clusters of hundreds to thousands of nodes.

Systems Review 85

Systems Review System Technical Review Technical Cofounder 85

Battery Ventures

MARCH 16, 2020

In the mid-to-long term, enterprises across all industries managing cost cuts and capex reductions will likely accelerate their move to cloud-native tech products and services, and rapidly deploy microservices in increasingly popular public- and hybrid-cloud setups, among other strategies. Necessity is the mother of invention, as they say.

Marketing 59

Marketing Cloud .Net Enterprise 59

Confluent

MAY 29, 2019

In part 3, we’ll explore using Gradle to build and deploy KSQL user-defined functions (UDFs) and Kafka Streams microservices. We’ll demonstrate using Gradle to execute and test our KSQL streaming code, as well as building and deploying our KSQL applications in a continuous fashion. Introduction.

Groups 95

Groups Windows Testing Microservices 95

CircleCI

JUNE 4, 2021

a modular monolith) – you can still pull it all together and deploy in a monolithic fashion This will give you room to operate with more independence, while keeping your deployment simple. Microservices. Curious how metrics can keep your team focused on value delivery? Eric Anderson, Principal, Scale Venture Partners.

Software 136

Software Technical Cofounder Engineering Culture 136

O'Reilly Media - Ideas

JANUARY 25, 2022

Content usage, whether by title or our taxonomy, is based on an internal “units viewed” metric that combines all our content forms: online training courses, books, videos, Superstream online conferences, and other new products. Software architecture, Kubernetes, and microservices were the three topics with the greatest usage for 2021.

Trends 109

Trends Technical Review Technology Artificial Inteligence 109

The Citus Data

DECEMBER 11, 2021

From the beginning of the COVID-19 pandemic, the United Kingdom (UK) government has made it a top priority to track key health metrics and to share those metrics with the public. Over the next year, Pouria’s team expanded the analytics dashboard, adding in more metrics and more interactive features. daily average users.

Azure 87

Azure Open Source Software Review Analytics 87

O'Reilly Media - Ideas

JANUARY 25, 2021

Trendy, fashionable things are often a flash in the pan, forgotten or regretted a year or two later (like Pet Rocks or Chia Pets ). New frameworks appear every day (literally), and our corporate clients won’t suddenly tell their staff to reimplement the ecommerce site just because last year’s hot framework is no longer fashionable.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

LeanEssays

JUNE 5, 2015

The dentist made an impression of the gap in my tooth and fashioned a temporary crown. and architectures (microservices) made it possible for small services and applications to be easily and rapidly deployed. They are responsible for a improving set of business metrics rather than delivering a set of features.

Software Development 55

Software Development Software Review Software Development 55

High Scalability

NOVEMBER 25, 2019

Python used to power client-side code, certain microservices, migration scripts, internal scripts. Learn to keep one or two service templates to implement microservices and don’t go wild on using different tech stack for each service. We have cache filers nodes based on tomcat/Nginx/local file system and it acts in LRU fashion.

Architecture 21

Architecture Data Center Software Review Storage 21