Percona

OCTOBER 20, 2023

You can read part one here: Scalable Solutions With Percona Distribution for PostgreSQL: Set Up Three PostgreSQL Database Instances. The goal of this tutorial is to show a simplified example of how you might use Citus with Percona Distribution PostgreSQL 15. user_name: Name of the user text type. email: Email of the user text type.

Scalability 93

Scalability Database Open Source Systems 93

High Scalability

MARCH 8, 2019

An even more stark example is Facebook. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). We didn't have to build any of that heavy infrastructure.

Internet 146

Internet Internet Scalability Lambda 146

High Scalability

FEBRUARY 15, 2019

Example of YT vicious circle: two years ago I found out that many conspiracies were promoted by the AI much more than truth, for instance flat earth videos were promoted ~10x more than round earth ones ???? They'll learn a lot and love you forever. 200 million : per day YouTube videos recommended on home page; $9.3 And back at 1.

Internet 143

Internet Internet Scalability Serverless 143

All Things Distributed

MARCH 19, 2018

For example, training on more data means more accurate models. At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. In machine learning, more is usually more.

Scalability 142

Scalability AWS Technology Technology 142

Dynatrace

MAY 7, 2024

Scalability and efficiency: Improved scalability and performance enhancements, optimized compression, and efficient data routing contribute to a more streamlined and cost-effective observability solution with Fluentbit 3.0. See the example below. They can be used to apply specific operations only to specific data.

Best Practices 235

Best Practices IoT Metrics Storage 235

High Scalability

SEPTEMBER 21, 2018

And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10. Do you like this sort of Stuff? Please lend me your support on Patreon. It would mean a great deal to me. They'll love you even more. More quotes.

Internet 126

Internet Internet Scalability Traffic 126

High Scalability

JULY 13, 2018

And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10. Do you like this sort of Stuff? Please lend me your support on Patreon. It would mean a great deal to me. They'll love you even more. $27

Internet 135

Internet Internet Scalability AWS 135

DZone

MAY 15, 2023

This architectural style enables teams to develop and deploy services independently, offering flexibility and scalability to the software development process. Let's take the example of an online marketplace application.

Best Practices 300

Best Practices Architecture Scalability Software 300

Dynatrace

MAY 2, 2024

.” [1] –Gartner ® These drivers and the growing complexity of data privacy regulations make manual handling of these requests unsustainable, necessitating automated and scalable solutions. 2] — Nader Henein, VP Analyst, Gartner The Privacy Rights app is designed to streamline this process in Dynatrace.

Tuning 218

Tuning Scalability Efficiency Processing 218

High Scalability

AUGUST 24, 2018

And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10. Do you like this sort of Stuff? Please lend me your support on Patreon. It would mean a great deal to me. They'll love you even more. $10 So many more quotes.

Internet 102

Internet Internet Scalability Best Practices 102

Dynatrace

MAY 3, 2024

Take the example of Amazon Virtual Private Cloud (VPC) flow logs, which provide insights into the IP traffic of your network interfaces. With this out-of-the-box support for scalable data ingest, log data is immediately available to your teams for troubleshooting and observability, investigating security issues, or auditing.

Cloud 244

Cloud Lambda AWS Analytics 244

Scalegrid

JANUARY 8, 2024

Key Takeaways Multi-cloud involves using services from multiple cloud providers to gain flexibility and reduce vendor lock-in, while hybrid cloud combines private and public cloud resources to balance control and scalability. The reason lies in the unique advantages that come from utilizing a hybrid cloud.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

High Scalability

AUGUST 17, 2018

And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10. Do you like this sort of Stuff? Please lend me your support on Patreon. It would mean a great deal to me. They'll love you even more.

Internet 105

Internet Internet Scalability Games 105

The Netflix TechBlog

MARCH 7, 2024

Example use case: Content Knowledge Graph Our knowledge graph of the entertainment world encodes relationships between titles, actors and other attributes of a film or series, supporting all aspects of business at Netflix. Occasionally, these use cases involve terabytes of data, so we have to pay attention to performance.

Systems 226

Systems Media Cache Open Source 226

The Netflix TechBlog

APRIL 27, 2023

While we were able to put out the immediate fire by disabling the newly created alerts, this incident raised some critical concerns around the scalability of our alerting system. It became clear to us that we needed to solve the scalability problem with a fundamentally different approach. OK, Results?

Storage 288

Storage Cache Metrics Database 288

Percona

FEBRUARY 1, 2023

This post will look at using The Oversized-Attribute Storage Technique (TOAST) to improve performance and scalability. Example: If you have a table with a column of integers, you don’t want to keep them in line. PostgreSQL uses fixed-sized pages, which makes it challenging to store huge data values directly.

Storage 92

Storage Scalability Strategy Performance 92

High Scalability

JUNE 22, 2018

And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10. Do you like this sort of Stuff? Please lend me your support on Patreon. It would mean a great deal to me. They'll love you even more. $40

Internet 113

Internet Internet Scalability Artificial Intelligence 113

High Scalability

AUGUST 31, 2018

And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10. Do you like this sort of Stuff? Please lend me your support on Patreon. It would mean a great deal to me. They'll love you even more. More more more.

Internet 105

Internet Internet Scalability Serverless 105

Dynatrace

APRIL 5, 2024

For example, suppose a company has standardized on a suite of disparate tools to monitor its infrastructure and apps. Additionally, these heterogeneous point solutions limit companies’ ability to move along in their maturity journey. Choosing the right observability solution is critical to success in this model.

Cloud 228

Cloud Analytics Monitoring Scalability 228

Dynatrace

APRIL 15, 2024

As our customers continue to embrace digital transformation, the need for scalable and flexible identity federation within our platform is apparent. Take, for example, a fictitious enterprise customer, ACME Inc., Returning to our example above, ACME Inc. This configuration applies globally.

Strategy 249

Strategy Scalability Infrastructure Systems 249

PDC

NOVEMBER 9, 2018

In such scenarios, scalability or scaling is widely used to indicate the ability of hardware and software to deliver greater computational power when the amount of resources is increased. In this post we focus on software scalability and discuss two common types of scaling. An example of an image for a Julia set is shown below.

Scalability 65

Scalability Programming Government Hardware 65

HammerDB

DECEMBER 8, 2020

Additionally these type of displays on devices such as PixelSense on Microsoft Surface Book were popular for presentations and demos and therefore the task was to update the HammerDB display to support scalable graphics. Similarly it was necessary to use scalable fonts to ensure that the text scaled alongside the graphics.

Scalability 52

Scalability Metrics Tuning C++ 52

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

High Scalability

JANUARY 11, 2022

We have chosen this NoSQL based solution over relational databases as it provides the scalability to have hierarchies which go beyond two levels and extensibility due to the schema-less behavior of NoSQL data storage. For example, one user is a close follower of Elon Musk while another user can be a close follower of Gordon Ramsay.

Design 334

Design Media Storage Logistics 334

Dynatrace

FEBRUARY 21, 2024

This approach supports innovation, ambitious SLOs, DevOps scalability, and competitiveness. Quality gates examples in Dynatrace Quality gates hold much promise for organizations looking to release better software faster. In this example, we will focus on ensuring releases do not have any known vulnerabilities.

Speed 200

Speed Software Software Latency 200

Dynatrace

APRIL 18, 2024

For example, an observability solution can track and analyze usage data to help engineers understand how and when to scale resources based on system demand. AI-driven insights optimize resource allocation, bolster internal developer platform scalability, and introduce autonomous operations for platform engineers.

DevOps 183

DevOps Engineering Artificial Intelligence Infrastructure 183

DZone

MARCH 7, 2023

In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization. For example, to broadcast a lookup table named lookup_table : In this article, we will discuss some tips and techniques for tuning PySpark applications.

Big Data 161

Big Data Code Tuning Open Source 161

Dynatrace

DECEMBER 21, 2023

And while these examples were resolved by just asking a few questions, in many cases, the answers are more elusive, requiring real-time and historical drill-downs into the processes and dependencies specific to each host. A few examples: Reduce roundtrips between services (for example, the N+1 query pattern).

Cloud 202

Cloud Energy Best Practices Cache 202

Dynatrace

JANUARY 31, 2024

The exponential growth of data volume—including observability, security, software lifecycle, and business data—forces organizations to deal with cost increases while providing flexible, robust, and scalable ingest. OpenPipeline extracts data with context and transforms it into more efficient formats, for example, logs to metrics.

Analytics 189

Analytics Processing Transportation Storage 189

Scalegrid

JANUARY 12, 2024

Various forms can take shape when discussing workloads within the realm of cloud computing environments – examples include order management databases, collaboration tools, videoconferencing systems, virtual desktops, and disaster recovery mechanisms. This also aids scalability down the line.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Scalegrid

JANUARY 5, 2024

Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity. These factors can impact the efficiency and scalability of a system.

Efficiency 147

Efficiency Storage Database Scalability 147

VoltDB

JULY 10, 2018

Real-World Example Problem. With the stored procedures framework, and the in-memory data storage engine, VoltDB drives most complex business logic in the lowest latency in a scalable manner, even in a virtualized environment like VMs and containers. The post Scalable MicroService Architecture appeared first on VoltDB.

Architecture 40

Architecture Scalability Ecommerce Latency 40

VoltDB

JULY 10, 2018

Real-World Example Problem. With the stored procedures framework, and the in-memory data storage engine, VoltDB drives most complex business logic in the lowest latency in a scalable manner, even in a virtualized environment like VMs and containers. The post Scalable MicroService Architecture appeared first on VoltDB.

Architecture 40

Architecture Scalability Ecommerce Latency 40

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. For example, Amazon Web Services (AWS) charges for data transfer between Amazon EC2 instances within the same region. Unnecessary data transfer.

Best Practices 225

Best Practices Strategy Cloud AWS 225

Dynatrace

OCTOBER 6, 2023

For example, a separate bucket could be used for detailed logs from Dynatrace Synthetic nodes. In conjunction with the previous example of keeping high-volume and short-lived logs separate, you might also need to keep your application data longer. Now, let’s take a look at a query example that puts this all into use.

Artificial Intelligence 255

Artificial Intelligence Analytics Metrics Storage 255

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. Next you can start using logs in your troubleshooting and analysis tasks.

Operating System 197

Operating System Energy Infrastructure Architecture 197

Dynatrace

AUGUST 25, 2023

Kubernetes workload management is easier with a centralized observability platform When deploying applications with Kubernetes, the configuration is flexible and declarative, allowing for scalability. In this example, the root cause can easily be determined by further analyzing the Kubernetes events and logs for the cartservice workload.

Serverless 215

Serverless Analytics AWS Azure 215