Efficiency, Scalability and Software Architecture

Building Scalable Software Solutions for Display Manufacturing Automation

DZone

JUNE 25, 2024

As display manufacturing continues to evolve, the demand for scalable software solutions to support automation has become more critical than ever. Scalable software architectures are the backbone of efficient and flexible production lines, enabling manufacturers to meet the increasing demands for innovative display technologies.

Scalability

Scalability Software Software Software Architecture

Netflix’s Distributed Counter Abstraction

The Netflix TechBlog

NOVEMBER 12, 2024

Without an efficient data retention strategy, this approach may struggle to scale effectively. Rollup Pipeline: Each Counter-Rollup server operates a rollup pipeline to efficiently aggregate counts across millions of counters. In the following sections, we will share key details on how efficient aggregations are achieved.

Latency

Latency Cache Infrastructure Strategy

Why applying chaos engineering to data-intensive applications matters

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data.

Engineering

Engineering Tuning Latency Open Source

What Is RabbitMQ: Key Features and Uses

Scalegrid

JUNE 7, 2024

It employs the Advanced Message Queuing Protocol (AMQP) to provide reliable, scalable message passing, crucial for modern applications dealing with large-scale, complex data flows. Additionally, the low coupling between sender and receiver applications allows for greater flexibility and scalability in the system.

IoT

IoT Software Architecture Architecture Scalability

What is RabbitMQ Used For

Scalegrid

JUNE 28, 2024

It offers benefits like increased reliability, efficient resource utilization, decoupling of components, and support for multiple programming languages. RabbitMQ allows consumer programs to wait and receive messages from producers, ensuring efficient message delivery and processing.

IoT

IoT Healthcare Programming Open Source

ABAC on SpiceDB: Enabling Netflix’s Complex Identity Types

The Netflix TechBlog

MAY 19, 2023

Netflix is always looking for security, ergonomic, or efficiency improvements, and this extends to authorization tools. Over time, each node caches a subset of subproblems to support a distributed cache, reduce the datastore load, and achieve SpiceDB’s horizontal scalability.

Cache

Cache Google Open Source Systems

MLOps and DevOps: Why Data Makes It Different

O'Reilly

OCTOBER 19, 2021

Cloud-based data warehouses, such as Snowflake , AWS’ portfolio of databases like RDS, Redshift or Aurora , or an S3-based data lake , are a great match to ML use cases since they tend to be much more scalable than traditional databases, both in terms of the data set sizes as well as query patterns. Software Architecture.

DevOps

DevOps Software Engineering Open Source Infrastructure

Amazon EC2 Cluster GPU Instances - All Things Distributed

All Things Distributed

NOVEMBER 15, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well.Â All Things Distributed. Comments (). or rss feed.

AWS

AWS Programming Latency Architecture

UI Design Patterns That Don't Scale

SQL Performance

JULY 8, 2021

With Load-More paging, there’s at least a chance to make efficient use of an index. It can also be very difficult to pull off efficiently using SQL Server. That kind of feedback is necessary to help build maintainable, scalable solutions. With Paged-Results, that “OFFSET @N ROWS” may take longer and longer as @N grows.

Design

Design Software Architecture Database Servers

5 tips for architecting fast data applications

O'Reilly Software

APRIL 4, 2018

Here are five considerations every software architect and developer needs to take into account when setting the architectural foundations for a fast data platform. The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components. Determine requirements first. At most once?

Architecture

Architecture Scalability Google Operating System

Use Digital Twins for the Next Generation in Telematics

ScaleOut Software

NOVEMBER 24, 2020

Real-Time Digital Twins Can Add Important New Capabilities to Telematics Systems and Eliminate Scalability Bottlenecks. Rapid advances in the telematics industry have dramatically boosted the efficiency of vehicle fleets and have found wide ranging applications from long haul transport to usage-based insurance.

Analytics

Analytics Architecture Scalability Software Architecture

Sociotechnical Design Variables

Strategic Tech

MAY 24, 2019

how to design software architectures and organise teams around them. Alignment Efficiency Varying the shape of a boundary will alter the dynamics of collaboration between teams who need to be aligned, which may be more or less efficient for achieving goals. needs when designing boundaries.

Design

Design Software Architecture Strategy Technology

How architecture evolves into strategy

O'Reilly Software

OCTOBER 23, 2018

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." I love this definition of containing entropy because it offers something to both the software-minded and the business-minded architect (which I hope are two categories this book will help to collapse).

Strategy

Strategy Architecture Technology Technology

Technology Performance Pulse