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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

Once we have discovered the Parquet files to be processed, MetaflowDataFrame takes over: it downloads data using Metaflow’s high-throughput S3 client directly to the process’ memory, which often outperforms reading of local files. The back-end auto-scales the number of instances used to back your service based on traffic.

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The Various Methods to Backup and Restore ProxySQL

Percona

The daemon accepts incoming traffic from MySQL clients and forwards it to backend MySQL servers. These include runtime parameters, server grouping, and traffic-related settings. The proxy is designed to run continuously without needing to be restarted. Reach out to us today to schedule your instructor-led class!

Traffic 109
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MySQL Key Performance Indicators (KPI) With PMM

Percona

This includes metrics such as query execution time, the number of queries executed per second, and the utilization of query cache and adaptive hash index. query cache: Disable (query_cache_size: 0, query_cache_type:OFF) innodb_adaptive_hash_index: Check adaptive hash index usage to determine its efficiency.

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How to Optimize Websites for Ad Publishers

Dotcom-Montior

As an ad publisher, your revenue depends on two main factors: traffic to your site and ad optimization. A lot of the focus goes into the practice and processes of driving traffic to your site from an SEO perspective, but what if when visitors get to your site, they have a less than ideal experience? Optimize Your Pages.

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Cache and Prizes

Alex Russell

Browsers will cache tools popular among vocal, leading-edge developers. There's plenty of space for caching most popular frameworks. The best available proxy data also suggests that shared caches would have a minimal positive effect on performance. Browsers now understand the classic shared HTTP cache behaviour as a privacy bug.

Cache 82
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The Great Firewall of China: Obstacles to Monitoring Performance

Dotcom-Montior

Essentially, all traffic between China and the rest of the world goes through a few national level and a handful of core level access points in different regions. These updates will disable access of Google apps downloader, for example. This makes censorship of domestic traffic faster. . IP Blocking. DNS Hijacking and Phishing.

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50 ways to leak your data: an exploration of apps’ circumvention of the Android permissions system

The Morning Paper

Using a purpose-built Google Play scraper the team downloaded 252,864 versions of 88,113 different Android apps. Network traffic is also monitored, included all TLS-secured traffic where the developers hadn’t used certificate pinning (i.e., This, of course, positions privacy as a luxury good… Finding apps that leak data.

Systems 74