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Foundation Model for Personalized Recommendation

The Netflix TechBlog

The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs). To harness this data effectively, we employ a process of interaction tokenization, ensuring meaningful events are identified and redundancies are minimized.

Tuning 165
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Stuff The Internet Says On Scalability For September 28th, 2018

High Scalability

MrTonyD : I was writing production code over 30 years ago (C, OS, database). It used to be a very high autonomy job - where you were trusted to figure out your work process and usually given lots of freedom to dynamically define many of your deliverables (within reason). I acknowledge that.

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PostgreSQL vs. Oracle: Difference in Costs, Ease of Use & Functionality

Scalegrid

Recognized as the fastest growing database by popularity, PostgreSQL was named the DBMS of the year in both 2018 and 2017 by DB-Engines, and continues to grow in popularity in 2019. Objective C. In fact, PostgreSQL is so popular, 11.5% SolarisUnix. Supported Languages. JavaScript. Visual Basic.Net. JavaScript (Node.js).

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bpftrace (DTrace 2.0) for Linux 2018

Brendan Gregg

C @ns: [256, 512) 10900 |@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@ | [512, 1k) 18291 |@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@| [1k, 2k) 4998 |@@@@@@@@@@@@@@ | [2k, 4k) 57 | | [4k, 8k) 117 | | [8k, 16k) 48 | | [16k, 32k) 109 | | [32k, 64k) 3 | |. Pages paged in by process bpftrace -e 'software:major-faults:1 { @[comm] = count(); }'.

C++ 105
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Business observability and the travel and hospitality industry: a key to successful recovery

Dynatrace

Already in 2018, 82% of all travel bookings globally took place without human interaction. During the booking process, I attempted to use some of my travel vouchers – but the button to apply these credits didn’t work. For some time, a travel company’s digital presence has been the primary way to attract and interact with customers.

Airlines 264
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Fundamentals of table expressions, Part 7 – CTEs, optimization considerations

SQL Performance

In Part 4 of the series, which focused on optimization of derived tables, I described a process of unnesting/substitution of table expressions. The TL;DR version of substitution/unnesting of CTEs is that the process is the same as it is with derived tables. Here’s the attempted solution using a CTE: WITH C AS. ( FROM Sales.

C++ 140
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5 key areas for tech leaders to watch in 2020

O'Reilly

Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%. But sustained interest in cloud migrations—usage was up almost 10% in 2019, on top of 30% in 2018—gets at another important emerging trend. ML + AI are up, but passions have cooled. Security is surging.