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Reinforcement Learning for Budget Constrained Recommendations

Netflix Tech

It will become clear that the RL based solution to budget constrained recommendation problems fits well within the recommender system architecture for slate construction. Once we have a model for q , we can use that as the item scorer in the above slate recommender system architecture. If the discount factor ? =0,

Budget 71
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GSAS 2023: The Third Edition

Apiumhub

Apiumhub Apiumhub is a software partner that helps technical teams deliver more robust, scalable, and better-performing working software on time by improving their estimation, development, QA, automation, and delivery practices. Apiumhub offers services on web and mobile development, software architecture, DevOps, and QA testing.

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Iterating Our Way Toward a Service Map

Honeycomb

If you’re unfamiliar, a service map is a graph-like visualization of your system architecture that shows all of its components and dependencies. highlighting, filtering, and viewing sample traces), as well as page and query performance. Follow the provided scenario to tour the features, or chart a course of your own.

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Software outsourcing: interesting statistics, predictions, facts, and key players

Apiumhub

Apiumhub is a software partner with years of experience applying best practices that help technical teams deliver robust, scalable, and better-performing working software on time. Apiumhub Apiumhub helps software engineers enjoy their work by improving their estimation, development, QA, automation, and delivery practices.

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How to Conduct User Acceptance Testing: Process Stages, Deliverables, and End-User Testing Place in Quality Assurance

Altexsoft

Validation activity can be divided into two types of testing, namely: Alpha-testing is a type of validation performed by developers using techniques such as black-box testing. This technique assumes testers aren’t able to look at how the system works so they can test it unbiased. UX/system documentation.

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DevOps vs Site Reliability Engineering: Concepts, Practices, and Roles

Altexsoft

Once the system is “reliable enough”, SRE shifts efforts to adding new features or creating new products. It also puts much attention to tracking results, making measurable performance improvements, and automating operations tasks. Metrics are crucial. Corresponds to “the more automation the better”, “metrics are crucial”.

DevOps 96
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Journey to Event Driven – Part 4: Four Pillars of Event Streaming Microservices

Confluent

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. Building the KPay payment system.