The Netflix TechBlog

JULY 20, 2020

Zero-valued entries represent all the other words in the dictionary that were not present in that sentence. We became especially interested in investigating the special benefits that transfer learning and fine-tuning might bring to the application. 2, 1, 1, 1, 0, 0, 0, 0, 0, …] Notice that the vector consists of many zeros.

Development 177

Development Open Source Tuning Network 177

Tasktop

MARCH 30, 2021

This adds up to a net present value of $15.7 Reduced reporting and analytics burden for managers, saving managers 2.5 Make sure you stay tuned for future product announcements by subscribing to Mik’s list. . million, incurring costs of less than $3 million over a three-year period. million and an ROI of 496%. . hours per week.

Transportation 90

Transportation Tuning Metrics Analytics 90

Percona

MAY 8, 2023

Quick access to other sections To simplify access to related sections under Monitoring, we’ve also added links to the Service Overview Dashboard and Query Analytics. We will continue to improve the presentation of PMM’s Inventory view with Node-monitoring status and Node Agents lists. Stay tuned!

Monitoring 79

Monitoring Database Metrics Tuning 79

Tim Kadlec

APRIL 12, 2020

This particular company was using Shopify, so it wasn’t a matter of tuning servers or CDN settings somewhere but figuring out what was taking so long for Shopify to render the Liquid templates necessary to serve the page. As it turns out, it was for an analytics service the company was no longer using.

Tuning 69

Tuning Cache Network Servers 69

Dynatrace

OCTOBER 28, 2019

Third-party content can include ads, analytics, widgets, and other scripts. The vast and sleek array of graphs and charts makes it easy to present your findings to your colleagues. Stay tuned! They can make your website more dynamic, but they can also make it slower. Are you as excited as we are? We bet you are!

Website 103

Website Metrics Tuning Analytics 103

Rigor

JANUARY 13, 2020

This book presents 14 specific rules that will cut 25% to 50% off response time when users request a page. As you move ahead with the subset of JavaScript that this book presents, you'll also sidestep the need to unlearn all the bad parts. Web Performance Tuning. How to pioneer new metrics and create a culture of performance.

Performance 75

Performance Social Media Website Website Performance 75

HammerDB

JULY 14, 2021

However, as the two databases diverged from a shared common codebase, this presented a challenge in that it was not possible to modify the workload for MySQL or MariaDB without also changing the other. As noted previously, we’ve added a my.cnf file to the MariaDB directory and tuned this for performance rather than resilience. (A

Testing 57

Testing C++ Virtualization Tuning 57

Dynatrace

MAY 17, 2022

This gives us unified analytics views of node resources together with pod-level metrics such as container CPU throttling by node, which makes problem correlation much easier to analyze. Stay tuned for more awesome Dynatrace Kubernetes announcements throughout the year. A look to the future.

Availability 316

Availability Scalability Cloud Metrics 316

SQL Server According to Bob

FEBRUARY 15, 2018

When I started to write this post I thought I knew who all was presenting but then I had to go back over the session lineup to see for myself. Best practices on Building a Big Data Analytics Solution – Michael Rys. Spend a day getting immersed in technology with Andrew. I’ve known Michael for a very long time.

Engineering 40

Engineering Azure Best Practices Servers 40

Dynatrace

NOVEMBER 23, 2020

T o get performance insights into applications and efficiently troubleshoot and optimize them, you need precise and actionable analytics across the entire software life cycle. If there is no OneAgent present, all you have to do is to provide the endpoint URL of your Dynatrace ActiveGate or Cluster and an API token. What’s next.

Metrics 151

Metrics Open Source Tuning Analytics 151

Dynatrace

JUNE 9, 2021

Before one can design an optimal security approach, it helps to understand what kinds of vulnerabilities are commonly present in web applications. Most common vulnerabilities commonly present in web applications. Positive filters are highly effective at blocking attacks but require constant tuning.

Open Source 181

Open Source Entertainment Tuning Internet 181

Dynatrace

OCTOBER 23, 2023

With security data on Grail and ready-to-use templates, we’ve introduced unprecedented flexibility in adapting presented information to the proper scope and focus that DevSecOps teams and stakeholders require. Case 2: Vulnerability remediation tracking : Keep stakeholders informed by defining and sharing remediation scope and progress.

Efficiency 211

Efficiency Best Practices Tuning Internet 211

Dynatrace

MAY 20, 2020

The new API allows you to realize use cases in reporting and data analytics and to further integrate custom applications with Dynatrace. By default, the response is presented in JSON format. If you need CSV-formatted output, you can easily set the Content-Type header in the request to “ text/csv; header=present; charset=utf-8".

Metrics 227

Metrics Operating System Tuning Monitoring 227

Dynatrace

MAY 15, 2020

Overcoming the barriers presented by legacy security practices that are typically manually intensive and slow, requires a DevSecOps mindset where security is architected and planned from project conception and automated for speed and scale throughout where possible. Today, security teams often employ SIEMs for log analytics.

Government 225

Government DevOps Infrastructure Network 225

Dynatrace

AUGUST 12, 2020

Simplify error analytics. Find out why your request is slow with top findings automatically analyzed and presented by Dynatrace. So stay tuned! If you’re building large applications based on Azure Functions architecture, then Azure Functions monitoring with Dynatrace helps you to: Optimize response-time hotspots.

Serverless 236

Serverless Azure Monitoring Lambda 236

Dynatrace

DECEMBER 22, 2019

Amazon Kinesis Data Analytics. Metrics for each service instance are presented in detailed charts—see the example for ECS below. Stay tuned for updates in Q1 2020. Amazon Elastic File System (EFS). Amazon EMR. Amazon ElastiCache (see AWS documentation for Memcached and Redis ). Amazon Elasticsearch Service (ES). Amazon Redshift.

AWS 136

AWS Metrics IoT Storage 136

Dynatrace

DECEMBER 22, 2019

Amazon Kinesis Data Analytics. Metrics for each service instance are presented in detailed charts—see the example for ECS below. Stay tuned for updates in Q1 2020. Amazon Elastic File System (EFS). Amazon EMR. Amazon ElastiCache (see AWS documentation for Memcached and Redis ). Amazon Elasticsearch Service (ES). Amazon Redshift.

AWS 133

AWS Metrics IoT Storage 133

Dynatrace

MAY 22, 2019

User sessions queries is a powerful tool that increases your analytics capabilities exponentially. User session data analytics at scale with Dynatrace. User sessions queries not only help you focus on the data you really need, they also present returned data to you in whatever way best meets your requirements.

Analytics 103

Analytics Tuning Metrics Programming 103

The Netflix TechBlog

OCTOBER 27, 2020

Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy. For how our machine learning recommendation systems leverage our key-value stores, please see more details on this presentation.

Latency 243

Latency Storage Big Data Tuning 243

The Netflix TechBlog

JANUARY 10, 2024

The CAS and LGS cover much of the innovations that we have previously presented in our tech blogs ( per-title , mobile encodes , per-shot , optimized 4K encoding , etc.). The service also provides options that allow fine-tuning latency, throughput, etc., depending on the use case.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

AUGUST 12, 2020

Simplify error analytics. Find out why your request is slow with top findings automatically analyzed and presented by Dynatrace. So stay tuned! If you’re building large applications based on Azure Functions architecture, then Azure Functions monitoring with Dynatrace helps you to: Optimize response-time hotspots.

Serverless 141

Serverless Azure Monitoring Lambda 141

Dynatrace

DECEMBER 8, 2020

More modern tools can provide runtime insights into certain platforms, like Kubernetes or containers, but are still limited in their ability to detect which libraries are actually used vs. those that are present, but unused. Stay tuned – this is only the start. They also can’t provide deep insights unless you have source code access.

Cloud 290

Cloud Open Source Internet Internet 290

Rigor

SEPTEMBER 3, 2019

RUM or analytics data (funnel analysis) can help you determine the user flows that drive the majority of your business and that will be most critical on high-load days. Traffic patterns outside of normal [RUM or Analytics]. Drop in cart completions, increase in abandonment or other key conversion events [RUM or Analytics].

Website 74

Website Cache Ecommerce Traffic 74

Alex Russell

MARCH 31, 2022

Like every other successful platform, the web operates on a finely tuned understanding of risk and trust , and deprecations are particularly explosive. [2] Meanwhile, such a cache poses a clear and present danger to the cause of platform progress. Trust Falls #. The only winners are the makers of soon-to-be obsolete legacy frameworks.

Cache 82

Cache Government Traffic Network 82

O'Reilly Software

APRIL 4, 2018

Fast forward to the present day and we find ourselves in a world where the number of connected devices is constantly increasing. The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components. What message process warranty level do we require? At least once? At most once?

Architecture 80

Architecture Scalability Google Operating System 80

HammerDB

OCTOBER 12, 2018

For this reason sysbench presents a vastly more simplified workload than HammerDB. . Therefore if you are testing MySQL or MariaDB’s ability to support web-based applications that use SQL statements with minimal contention then sysbench is likely to present the best assessment of the system for this type of workload.

Best Practices 40

Best Practices Scalability Performance C++ 40

HammerDB

OCTOBER 18, 2019

There is also an excellent presentation on exactly this topic called Don’t Stop the World which is well worth reviewing to understand the limitations. It is always accepted that there may be options to tune the stored procedures or postgresql.conf for some gains, however this does impact the core argument around database scalability).

Benchmarking 63

Benchmarking Performance Hardware C++ 63

All Things Distributed

NOVEMBER 30, 2016

Effectively applying AI involves extensive manual effort to develop and tune many different types of machine learning and deep learning algorithms (e.g. automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models.

AWS 165

AWS Lambda Artificial Intelligence Mobile 165