Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. Taken together, these features enable organizations to build software that is more scalable, reliable, and flexible than traditionally built software.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Tech News Gather

JUNE 16, 2023

Building a successful UberEats clone requires a well-planned strategy that takes into account various aspects, including market research, feature prioritization, intuitive design, robust development, and targeted marketing campaigns. UberEats also excels in providing a reliable and efficient delivery service.

Social Media 52

Social Media Tuning Strategy Media 52

The Netflix TechBlog

DECEMBER 8, 2021

We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure. Snare Finding Lifecycle Overview Snare was built from the ground up to be scalable to manage Netflix’s massive scale. Make sure to check out some of our other recent blog posts!

AWS 196

AWS Cloud Infrastructure Scalability 196

Percona

DECEMBER 13, 2023

MySQL 8 introduces Error Log Filtering as a mechanism to fine-tune the error log, allowing administrators to focus on the most critical issues. This is particularly beneficial in high-traffic environments where minimizing log noise is crucial for efficient log analysis.

Database 91

Database Open Source Tuning Traffic 91

The Netflix TechBlog

NOVEMBER 11, 2022

Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data. With the help of security experts, we have designed and developed heuristic functions in order to discover a wide range of suspicious behaviors.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

OCTOBER 28, 2021

Once established, chaos engineering becomes an effective way to fine tune service-level indicators and objectives, improve alerting, and build more efficient dashboards, so you know you are collecting all the data you need to accurately observe and analyze your environment. Accelerates innovation. Advances collaboration.

Engineering 214

Engineering Entertainment Cloud Infrastructure 214

Percona

DECEMBER 27, 2023

Consequently, they might miss out on the benefits of integrating security into the SDLC, such as enhanced efficiency, speed, and quality in software delivery. Customers will increasingly prioritize AI efficiency and education to tackle legal and ethical concerns. It’s worry-free and doesn’t require human intervention.

Cloud 77

Cloud Open Source Strategy Best Practices 77

Percona

OCTOBER 18, 2023

Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration. Compatibility Open source databases are designed with interoperability at their core, adhering to industry standards and offering support for a wide range of data import and export formats.

Open Source 90

Open Source Database Hardware Strategy 90

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments. Mantis is our go-to platform for processing operational data at Netflix.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Dynatrace

JULY 16, 2020

To do that, we need an easy and efficient API access to all of our Dynatrace Environments, without having to create and maintain API access tokens of individual tenants. I wanted a rather lightweight design that is yet versatile. The Fan-Out/Fan-In pattern is nowadays found when building serverless functions for high scalability.

Cache 233

Cache Serverless Efficiency Tuning 233

The Morning Paper

MARCH 17, 2020

An empirical guide to the behavior and use of scalable persistent memory , Yang et al., most recently ‘ Efficient lock-free durable sets ‘). The Optane DIMM is the first scalable, commercially available NVDIMM. The guidelines… provide a starting point for building and tuning Optane-based systems.

Scalability 59

Scalability Latency Cache Media 59

Official Blog - World Web Technology

MAY 12, 2023

WordPress has always been the first choice making developers to build highly scalable, robust, and secure web applications. With the help of Headless WordPress, it is possible for developers to combine WordPress and ReactJS to build highly scalable, feature-rich, and dynamic website that serve your business purposes. Stay tuned.

Website 52

Website Development Scalability Architecture 52

Dynatrace

JANUARY 19, 2021

Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. This additional insight enables you to design strategies for handling the effects of cold starts, like warming up your functions or configuring provisioned concurrency for your functions.

Lambda 198

Lambda Serverless AWS Mobile 198

Percona

AUGUST 17, 2023

General PostgreSQL use cases In addition to being used as a backend database management system, here are other general uses of PostgreSQL software: Website applications: Because PostgreSQL can handle high volumes of data and concurrent users efficiently, it’s suitable for applications that require scalability and performance.

Open Source 77

Open Source Healthcare Social Media Database 77

Percona

AUGUST 5, 2023

If you don’t have well-designed and small columns for this composite primary key, it could enlarge all of your secondary indexes. Various partition types, like RANGE, LIST, HASH, and KEY, are used for specific needs, from range-based data to custom criteria, to ensure efficient data handling and the optimization of queries.

Strategy 40

Strategy Storage Database Best Practices 40

O'Reilly

MAY 25, 2021

Indeed, Google recently announced LaMDA , a model at GPT-3 scale that is designed to participate in conversations. These projects have created language models that are based on focused datasets (for example, models designed to be more accurate for academic papers, developer forum discussions, etc.). HODL for Fun & Profit.

Social Media 140

Social Media Media Internet Internet 140

Smashing Magazine

JANUARY 5, 2022

Ten Tips For The Aspiring Designer Beginners (Part 1). Ten Tips For The Aspiring Designer Beginners (Part 1). In this article, I want to share ten tips that helped me grow and become a better designer, and I hope these tips will also help you while you’re trying to find more solid ground under your feet. Luis Ouriach.

Design 128

Design Social Media Website Best Practices 128

HammerDB

FEBRUARY 25, 2021

However, it is crucial that the benchmarking application does not have inherent bottlenecks that artificially limits the scalability of the database. As we have seen databases are designed to handle multiple database sessions at the same time. In this scenario we have true multithreading and linear scalability. Glue language.

Programming 67

Programming Benchmarking Virtualization C++ 67

Abhishek Tiwari

JULY 12, 2018

Here are 8 fallacies of data pipeline The pipeline is reliable Topology is stateless Pipeline is infinitely scalable Processing latency is minimum Everything is observable There is no domino effect Pipeline is cost­-effective Data is homogeneous The pipeline is reliable The inconvenient truth is that pipeline is not reliable.

Latency 63

Latency Analytics Scalability Engineering 63

The Netflix TechBlog

DECEMBER 21, 2020

We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits. This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture.

Storage 203

Storage Latency Efficiency Data Engineering 203

All Things Distributed

MARCH 19, 2018

At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. While building Amazon SageMaker and applying it for large-scale machine learning problems, we realized that scalability is one of the key aspects that we need to focus on. Streaming algorithms.

Scalability 159

Scalability Hardware AWS Tuning 159

The Netflix TechBlog

AUGUST 17, 2023

The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) Watching every moment of content to find the best frames and select them manually takes a lot of time, and this approach is often not scalable. In this post, we will take a deeper look into one of these tools, AVA Discovery View.

Media 169

Media Scalability Architecture Strategy 169

The Netflix TechBlog

NOVEMBER 20, 2023

We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. As our business scales globally, the demand for data is growing and the needs for scalable low latency incremental processing begin to emerge. past 3 hours or 10 days).

Processing 210

Processing Big Data Efficiency Engineering 210

Edge Perspectives

AUGUST 5, 2019

Scalable learning will be the key to institutional success as we move deeper into an exponentially changing world. In our research on the Big Shift that is transforming the global economy, we’ve come to believe that all our institutions will need to make a fundamental shift from a scalable efficiency model to a scalable learning model.

Strategy 17

Strategy Scalability Efficiency Programming 17

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Percona

JANUARY 14, 2019

However, ClickHouse is super efficient for timeseries and provides “sharding” out of the box (scalability beyond one node). Although such databases can be very efficient with counts and averages, some queries will be slow or simply non existent. Inserts are efficient for bulk inserts only. created_utc?? ?

Database 40

Database Analytics Blockchain Healthcare 40

The Netflix TechBlog

OCTOBER 18, 2022

As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Motivation Scalability and usability are essential to enable large-scale workflows and support a wide range of use cases.

Java 202

Java Scalability Traffic Architecture 202

The Netflix TechBlog

OCTOBER 27, 2020

The data warehouse is not designed to serve point requests from microservices with low latency. Therefore, we must efficiently move data from the data warehouse to a global, low-latency and highly-reliable key-value store. As most key-value storage engines support efficiently deleting a namespace (e.g.

Latency 243

Latency Storage Big Data Tuning 243

The Netflix TechBlog

JANUARY 10, 2024

Moving away from the use of dedicated instances that were constrained in quantity, we tapped into Netflix’s internal trough created due to autoscaling microservices, leading to significant improvements in computation elasticity as well as resource utilization efficiency. depending on the use case.

Processing 229

Processing Media Latency Innovation 229

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows.

Media 171

Media Innovation Metrics Latency 171

All Things Distributed

DECEMBER 12, 2013

We launched DynamoDB last year to address the need for a cloud database that provides seamless scalability, irrespective of whether you are doing ten transactions or ten million transactions, while providing rock solid durability and availability. Going beyond Key-Value. What are Global Secondary Indexes?

Games 130

Games Scalability Database Retail 130

The Netflix TechBlog

MARCH 1, 2021

The third generation, called Reloaded , has been online for about seven years and has proven to be stable and massively scalable. When Reloaded was designed, we were a small team of developers operating a constrained compute cluster, and focused on one use case: the video/audio processing pipeline.

Serverless 228

Serverless Media Latency Social Media 228

All Things Distributed

MARCH 7, 2013

Werner Vogels weblog on building scalable and robust distributed systems. s fast and easy scalability can be quickly applied to building high scale applications. DynamoDB runs on a fleet of SSD-backed storage servers that are specifically designed to support DynamoDB. All Things Distributed. Comments (). As Amazonâ??s

Ecommerce 139

Ecommerce Storage Scalability Hardware 139

All Things Distributed

NOVEMBER 28, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Also, because similar data are stored sequentially, Amazon Redshift can compress data efficiently, which further reduces the amount of IO it needs to perform to return results. The nodes themselves are designed specifically for data warehousing workloads.

Cloud 164

Cloud Storage Architecture Scalability 164

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. We designed the framework to minimize database impact. It is required for a database to execute this query efficiently, which typically applies for systems that implement range scans over primary keys. Linkedin’s scalable consistent change data capture platform.

Database 197

Database Traffic Transportation Open Source 197

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. We designed the framework to minimize database impact. It is required for a database to execute this query efficiently, which typically applies for systems that implement range scans over primary keys. Linkedin’s scalable consistent change data capture platform.

Database 212

Database Traffic Transportation Open Source 212

SQL Server According to Bob

JANUARY 11, 2020

​​ With new ​​ innovations ​​ come ​​ new terms, designs, ​​ and ​​ algorithms. This is different from ​​ the reference count design ​​ that was ​​ used in SQL Server 7.0 and ​​ 2000.

Servers 40

Servers Cache Database Media 40