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

Dynatrace

SEPTEMBER 30, 2021

The breadth of fully-featured services, the pay-as-you-go scalability, and the agility of cloud platforms enable organizations to expand their modern approaches to building and managing digital services in a way they can’t with on-premises apps and infrastructure. Increased scalability. Reduced cost.

Cloud 169

Cloud Traffic Best Practices Strategy 169

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. Practical Applications of DBMS DBMS finds practical applications in various fields.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

MAY 1, 2023

This operational data could be gathered from live running infrastructures using software agents, hypervisors, or network logs, for example. Additionally, ITOA gathers and processes information from applications, services, networks, operating systems, and cloud infrastructure hardware logs in real time. Establish data governance.

Analytics 193

Analytics Artificial Intelligence Big Data Open Source 193

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. What Exactly is Greenplum? At a glance – TLDR. Open Source.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

JULY 11, 2023

By leveraging the Dynatrace Operator and Dynatrace capabilities on Red Hat OpenShift on IBM Power, customers can accelerate their modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes.

Architecture 174

Architecture Availability Infrastructure Monitoring 174

Percona

AUGUST 22, 2023

Streaming services, for example, run mission-critical systems in which excessive downtime could result in significant financial and reputational losses for the business. Fault tolerance refers to the ability of a database system to continue functioning in full, with no downtime, amid hardware or software failures.

Availability 76

Availability Hardware Open Source Database 76

Dynatrace

SEPTEMBER 29, 2021

A standard Docker container can run anywhere, on a personal computer (for example, PC, Mac, Linux), in the cloud, on local servers, and even on edge devices. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. Here are some examples. Kubernetes.

Open Source 307

Open Source Traffic DevOps Cloud 307

Percona

JUNE 22, 2023

Defining high availability In general terms, high availability refers to the continuous operation of a system with little to no interruption to end users in the event of hardware or software failures, power outages, or other disruptions. It also supports the flexibility and scalability of the database infrastructure.

Availability 104

Availability Database Open Source Hardware 104

Dynatrace

APRIL 5, 2021

This is where Lambda comes in: Developers can deploy programs with no concern for the underlying hardware, connecting to services in the broader ecosystem, creating APIs, preparing data, or sending push notifications directly in the cloud, to list just a few examples. How does AWS Lambda work? Many events can trigger a lambda function.

Lambda 184

Lambda AWS Serverless Hardware 184

Percona

MARCH 23, 2023

Hardware Memory The amount of RAM to be provisioned for database servers can vary greatly depending on the size of the database and the specific requirements of the company. Some cloud providers also offer specialized instances for database workloads, which may provide additional features and optimizations for performance and scalability.

Performance 122

Performance Hardware Tuning Storage 122

The Morning Paper

MARCH 17, 2020

An empirical guide to the behavior and use of scalable persistent memory , Yang et al., The Optane DIMM is the first scalable, commercially available NVDIMM. EWR is the ratio of bytes issue by the iMC divided by the number of bytes actually written to the 3D-XPoint media (as measured by the DIMM’s hardware counters).

Scalability 59

Scalability Latency Cache Media 59

Percona

JUNE 12, 2023

With streaming services, for example, excessive downtime could result in significant financial and reputational losses for the business. For example, in a server cluster, multiple servers are used to host the same application so that if one server fails, the application can continue to run on the other servers.

Architecture 92

Architecture Availability Open Source Healthcare 92

Percona

MARCH 27, 2023

A lot of useful information can be retrieved from this schema, for example, table metadata and foreign key relations, but trying to query I_S can induce performance degradation if your server is under heavy load, as shown in the following example test. You can read some optimization examples in the official doc: [link].

Cache 97

Cache Hardware Servers Benchmarking 97

Dynatrace

AUGUST 5, 2022

RSS feeds are an example of a widely used publish-and-subscribe mechanism. As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. Publish-and-subscribe messaging decouples the provider of the information from the consumer. Neither requires information about the other.

Monitoring 205

Monitoring Serverless Programming Speed 205

Dynatrace

AUGUST 5, 2022

RSS feeds are an example of a widely used publish-and-subscribe mechanism. As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. Publish-and-subscribe messaging decouples the provider of the information from the consumer. Neither requires information about the other.

Monitoring 205

Monitoring Serverless Programming Speed 205

Percona

NOVEMBER 9, 2023

But for those who are not so familiar, in this post, we will discuss how Kubernetes has emerged as the unsung hero in an industry where agility and scalability are critical success factors. Your workloads, encapsulated in containers, can be deployed freely across different clouds or your own hardware. have adopted Kubernetes.

Efficiency 98

Efficiency Cloud Healthcare Open Source 98

John McCalpin

SEPTEMBER 17, 2018

Most Intel microprocessors support “HyperThreading” (Intel’s trademark for their implementation of “simultaneous multithreading”) — which allows the hardware to support (typically) two “Logical Processors” for each physical core. leaving half of the Logical Processors idle).

Hardware 40

Hardware Performance Cache Programming 40

KeyCDN

FEBRUARY 22, 2023

The goal of WebAssembly is to execute at native speeds by taking advantage of common hardware features available on a variety of platforms. Cloud-based development and deployment One of the main advantages of cloud-based development and deployment is scalability. JavaScript frameworks JavaScript frameworks like React, Angular, and Vue.js

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

Dynatrace

OCTOBER 26, 2020

In this blog, I want to give you two examples of internal innovation projects at Dynatrace which leverage this new API, to truly show you the power – and the fun-ness of this new metric ingest ??. If you want to replicate Christians work – here are the software and hardware specs: Hardware. Goal: sending metrics to Dynatrace.

Innovation 157

Innovation Metrics Hardware Games 157

All Things Distributed

JANUARY 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system.

Scalability 167

Scalability Database Ecommerce Latency 167

Percona

SEPTEMBER 1, 2023

This results in expedited query execution, reduced resource utilization, and more efficient exploitation of the available hardware resources. This not only enhances performance but also enables you to make more efficient use of your hardware resources, potentially resulting in cost savings on infrastructure.

Tuning 52

Tuning Database Performance Hardware 52

The Morning Paper

NOVEMBER 15, 2020

Improving the efficiency with which we can coordinate work across a collection of units (see the Universal Scalability Law ). Today’s paper choice is a wonderful example of pushing the state of the art on a single server. The FPGA hardware really wants to operate in a highly parallel mode using fixed size data structures.

Servers 128

Servers Hardware Latency Design 128

Scalegrid

DECEMBER 21, 2023

Examples include slow command execution time which leads to poor latency and increased memory usage. Or even having limitations when trying vertical/horizontal scalability while ensuring availability at all times. Taking protective measures like these now could protect both your data and hardware from future harm down the line.

Strategy 130

Strategy Monitoring Latency DevOps 130

ScaleOut Software

JULY 27, 2018

Hosted on commodity clusters or cloud infrastructures, IMDGs harness the power of distributed computing to deliver scalable storage capacity and access throughput, along with integrated high availability. To help ensure fast data access and scalability, IMDGs usually employ a straightforward key/value storage model.

Scalability 40

Scalability Cache Airlines Healthcare 40

The Netflix TechBlog

DECEMBER 23, 2020

Titus internally employs a cellular bulkhead architecture for scalability, so the fleet is composed of multiple cells. We do this for reliability, scalability, and efficiency reasons. For example, the CAP_SYS_BOOT capability controls the ability of a given user to reboot the machine. sudo, file capabilities) or removed (e.g.,

Media 286

Media Metrics Systems Processing 286

HammerDB

OCTOBER 12, 2018

As with the previous guides as an Intel employee (#IAMINTEL) the examples are taken from a MySQL 8 on Linux on Intel system and the approach is the same for whatever system you are testing although some of the settings you see may be different. an example is shown of the shortest of these: . hardware limits: 1000 MHz - 3.80

Best Practices 40

Best Practices Scalability Performance C++ 40

High Scalability

OCTOBER 24, 2022

Each cloud-native evolution is about using the hardware more efficiently. Examples of traditional natural monopolies are dams, railroads, power plants, water supply, and sewer services. For example, AWS created Nitro. Does anyone really want to go back to the VM-centric days when we rolled everything ourselves?

Cloud 187

Cloud Hardware Infrastructure Innovation 187

ScaleOut Software

JULY 27, 2018

Hosted on commodity clusters or cloud infrastructures, IMDGs harness the power of distributed computing to deliver scalable storage capacity and access throughput, along with integrated high availability. To help ensure fast data access and scalability, IMDGs usually employ a straightforward key/value storage model.

Scalability 40

Scalability Cache Airlines Healthcare 40

Percona

SEPTEMBER 1, 2023

Scalability is a significant concern, as databases must handle growing data volumes and user demands while maintaining peak performance. Vertical scaling is also often discussed, which involves increasing the resources of a single server, which can have limitations in hardware capabilities and become costly as demands grow.

Best Practices 69

Best Practices Traffic Database Servers 69

Percona

JANUARY 4, 2024

This blog discusses general tablespaces and explores their functionalities, benefits, and practical usage, along with illustrative examples. Dedicated storage for critical data: Create a separate general tablespace with RAID or DRBD configuration for critical tables, ensuring maximum redundancy and protection against hardware failures.

Storage 84

Storage Engineering Database Hardware 84

The Netflix TechBlog

AUGUST 30, 2021

Complementing the hardware is the software on the RAE and in the cloud, and bridging the software on both ends is a bi-directional control plane. For example, when running tests, the state of the device will change from “available for testing” to “in test.” In this blog post, we will focus on the latter feature set.

Latency 213

Latency Traffic Transportation Hardware 213

ACM Sigarch

APRIL 26, 2018

With its modular architecture, DLA is scalable, highly configurable, and designed to simplify integration and portability. For example, Nvidia’s Volta-based Quadro GV100 and DGX-2 was just announced at GTC’18. HPU: Holographic Processing Unit (HPU) is the specific hardware of Microsoft’s Hololens. The new GV100 packs 7.4

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

Dynatrace

OCTOBER 22, 2019

This is why threads are often the source of scalability as well as performance issues. For example, if you come in Monday morning and are informed that there was a massive problem on Sunday, it would be great to have a thread dump, but you forgot your time machine at home. Use case #1: Identify scalability issues.

Java 103

Java Scalability Hardware Architecture 103

All Things Distributed

MARCH 11, 2016

Looking back over the past 10 years, there are hundreds of lessons that we’ve learned about building and operating services that need to be secure, reliable, scalable, with predictable performance at the lowest possible cost. This is a given, whether you are using the highest quality hardware or lowest cost components.

AWS 144

AWS Hardware Retail Virtualization 144

HammerDB

OCTOBER 8, 2018

As an Intel employee (#IAMINTEL) the examples are taken from a PostgreSQL on Linux on Intel system, the approach is the same for whatever system you are testing although some of the settings you see may be different. CPUs which run at the same hardware frequency: 0. hardware limits: 1000 MHz - 3.80 cpupower frequency-info.

Best Practices 40

Best Practices Scalability Performance Hardware 40

Dotcom-Montior

NOVEMBER 24, 2021

Ok, so maybe that is an oversimplified example, but you get the point. For example, you can think of a cell phone network as a type of distributed system, consisting of a network of internet-connected devices that share resources workload. Blockchain is a good example of this. Scalability. Onto the next project.

Systems 74

Systems Monitoring Hardware Network 74