Remove c
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Foundation Model for Personalized Recommendation

The Netflix TechBlog

At inference time, when multi-step decoding is needed, we can deploy KV caching to efficiently reuse past computations and maintain lowlatency. McAuley, Self-Attentive Sequential Recommendation, 2018 IEEE International Conference on Data Mining (ICDM) , Singapore, 2018, pp. Kang and J. 197206, doi: 10.1109/ICDM.2018.00035.

Tuning 163
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Fundamentals of Table Expressions, Part 12 – Inline Table-Valued Functions

SQL Performance

I also compare them with stored procedures, mainly focusing on differences in terms of default optimization strategy, and plan caching and reuse behavior. The main minus of parameter embedding optimization is you don’t get efficient plan caching and reuse behavior like you do for parameterized plans. plan_handle , Q. SELECT TOP (@n).WHERE

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Bringing Rich Experiences to Memory-constrained TV Devices

The Netflix TechBlog

In a previous post , we described how our TV application consists of a C++ SDK installed natively on the device, an updatable JavaScript user interface (UI) layer, and a custom rendering layer known as Gibbon. Our UI runs on top of a custom rendering engine which uses what we call a “surface cache” to optimize our use of graphics memory.

Cache 167
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Analyzing a High Rate of Paging

Brendan Gregg

1072-aws (xxx) 12/18/2018 _x86_64_ (16 CPU) avg-cpu: %user %nice %system %iowait %steal %idle 5.03 1072-aws (xxx) 12/18/2018 _x86_64_ (16 CPU) avg-cpu: %user %nice %system %iowait %steal %idle 5.03 Reads usually have apps waiting on them; writes may not (write-back caching). Hit Ctrl-C to end. ^C Hit Ctrl-C to end. ^C

Cache 78
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Using Parallel Query with Amazon Aurora for MySQL

Percona

Aurora Parallel Query response time (for queries which can not use indexes) can be 5x-10x better compared to the non-parallel fully cached operations. The second and third run used the cached data. It does not use any cache (ie: innodb buffer pool) either. This query is 100% cached. Test data and versions.

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What bugs cause cloud production incidents?

The Morning Paper

In total, there were 112 such incidents over the period March – September 2018 (not all of them affecting external customers). Most Azure code is written in.Net managed languages such as C#, reducing memory leak bugs. Tools like CHESS and PCT [[link] are used to expose shared-memory concurrency bugs.

Cloud 81
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Speeding up Linux kernel builds with ccache

Nick Desaulniers

ccache , the compiler cache, is a fantastic way to speed up build times for C and C++ code that I previously recommended. Usually when this happens with ccache, there’s something non-deterministic about the builds that prevents cache hits. . $ Sat Mar 17 03:04:59 UTC 2018. Cold Cache. Hot Cache.

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