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. In practice, standby replicas demand far more resources.

Engineering 144

Engineering Tuning Latency Open Source 144

Dynatrace

MARCH 3, 2020

For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. One way to apply improvements is transforming the way application performance engineering and testing is done. Performance-as-a-self-service . Try it today using Keptn .

Performance 239

Performance Education Innovation Software Architecture 239

Dynatrace

APRIL 19, 2023

Consider Log4Shell, a software vulnerability in Apache Log4j 2 , a popular Java library. Log4j is a ubiquitous software code in various consumer-facing products and services. Modern observability technologies have helped enterprises identify software vulnerabilities such as Log4Shell in their environments.

Design 188

Design Storage Programming Analytics 188

Dynatrace

DECEMBER 16, 2019

A taste of what’s to come at Perform 2020’s “Release Better Software Faster” track – we highlighted what you can expect to learn about best practices for sessions 1 – 4 at Perform 2020. Increase quality and agility with load & performance engineering as a self-service. Dynatrace news.

DevOps 102

DevOps Software Software Best Practices 102

Dynatrace

DECEMBER 23, 2020

As legacy monolithic applications give way to more nimble and portable services, the tools once used to monitor their performance are unable to serve the complex cloud-native architectures that now host them. Monitor key performance metrics that can be with interactive visual dashboards. Where traditional methods struggle.

Infrastructure 201

Infrastructure Cloud Monitoring Metrics 201

Dynatrace

DECEMBER 8, 2021

Many customers try to use traditional tools to monitor and observe modern software stacks, but they struggle to deal with the dynamic and changing nature of cloud environments. ” A monolithic software application has a few properties that are important to understand. How observability works in a traditional environment.

Cloud 223

Cloud Serverless Hardware Operating System 223

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news. Get started.

Serverless 234

Serverless Azure Monitoring Lambda 234

Strategic Tech

DECEMBER 20, 2020

A Model For Describing The Architecture of a Business Before defining team responsibility ownership patterns and comparing their trade-offs, it’s necessary to have common ground on the language used to define responsibilities a team may own. They are outside of the software. Where are the possible team boundaries in such a model?

Architecture 98

Architecture Design Technology Technology 98

DZone

JUNE 12, 2019

A system that has the ability to easily scale resources to meet the increasing workload without affecting the performance is known as a scalable system. To make an easy-to-scale system, it is crucial to have an evolutionary way of thinking about the software development cycle.

Scalability 100

Scalability Software Architecture Storage Architecture 100

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. To bring these practices to life within an organization at scale, the discipline of platform engineering has gained popularity.

Government 189

Government Best Practices DevOps Engineering 189

Dynatrace

DECEMBER 23, 2020

As legacy monolithic applications give way to more nimble and portable services, the tools once used to monitor their performance are unable to serve the complex cloud-native architectures that now host them. Monitor key performance metrics that can be with interactive visual dashboards. Where traditional methods struggle.

Infrastructure 145

Infrastructure Cloud Monitoring Metrics 145

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Likewise, the term "architect" didn't enter popular usage to describe a role in the software field until the late 1990s. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. I believe that attitude towards the design of code and architecture is one of them. Martin Fowler argues that internal quality of a software system enables new features and improvements to be delivered more sustainably.

Software Engineering 80

Software Engineering Design Engineering Software 80

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news. Get started.

Serverless 140

Serverless Azure Monitoring Lambda 140

O'Reilly

FEBRUARY 18, 2020

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. Trends in software architecture, infrastructure, and operations.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

Percona

MARCH 21, 2023

Tenants Multi-tenancy is a software architecture pattern where a single instance of a software application serves multiple tenants, allowing them to share resources like storage, processing power, and memory while maintaining separate, secure access to their respective data.

Serverless 123

Serverless Software Architecture Virtualization Database 123

Strategic Tech

NOVEMBER 24, 2020

Enterprise Architecture (EA) is hugely important for medium and large organisations. High-performing technology organisations are characterised by decentralisation: autonomous teams, masters of the problem space, who own products or features. In my experience as a consultant, EAs are not having the impact they should.

Architecture 72

Architecture DevOps Technology Technology 72

Adrian Cockcroft

JANUARY 17, 2022

photo taken by Adrian Cockcroft A year ago I did a talk at re:Invent called Architecture Trends and Topics for 2021 , so I thought it was worth seeing how they played out and updating them for the coming year. I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures.

Serverless 98

Serverless Hardware AWS Architecture 98

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Detailed performance analysis for better software architecture and resource allocation. Transaction breakdowns.

Metrics 176

Metrics Analytics Software Architecture Open Source 176

cdemi

FEBRUARY 20, 2017

Let's talk about the elephant in the room; Serverless doesn't really mean that there are no Software or Hardware servers. It just means that from Software Development perspective, servers are abstracted and outsourced to another entity, so you don't need to worry about it. Serverless systems are still in their infancy. Advantages.

Serverless 64

Serverless Architecture Lambda Azure 64

Software Architecture

AUGUST 24, 2017

So, this configuration is a good way to achieve immediate consistency, if you need very high performance, optimize writes at the expense of slower and lower availability on your reads. Cassandra attempts to write the data to all 3 nodes but after this operation is successful, you only have the guarantee that data will be current on 1 node.

Software Architecture 100

Software Architecture Architecture Availability Performance 100

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Detailed performance analysis for better software architecture and resource allocation. Transaction breakdowns.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

Software Architecture

AUGUST 24, 2017

So, if you have an SLA that you need to meet for your application that requires that data is always fully consistent, then tune those queries for immediate consistency whereas for other queries where performance is more important, tune those queries for eventual consistency. You get high performance reads and writes.

Tuning 100

Tuning Software Architecture Database C++ 100

ScaleOut Software

NOVEMBER 24, 2020

However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture. Challenges for Current Architectures. There are three key limitations in this telematics architecture which impact its ability to provide managers with the best possible situational awareness.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

Software Architecture

AUGUST 24, 2017

You can tune the write consistency for performance (by setting the write CL as ONE) or immediate consistency for critical piece of data (by setting the write CL as ALL) Following is how it works: A client sends a write request to the coordinator. For all these benefits, the price you pay is lower consistency. Comments and thoughts welcome.

Software Architecture 100

Software Architecture Database Tuning Servers 100

Dynatrace

SEPTEMBER 16, 2019

It fundamentally changes how teams and tools work together with a common goal: deliver software faster, more frequently and with a higher degree of quality. You’ll be introduced to modern software architecture concepts, containers, feature flags, CI/CD pipeline tools, container orchestration tools, runbook automation tools and much more.

Cloud 135

Cloud Education Monitoring Software Architecture 135

O'Reilly

MAY 19, 2020

Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Technical leads and architects (about 11%) are next, followed by software and systems architects (9+%). Almost one-quarter (23%) of respondents work in the software industry ( Figure 3 ). Respondent Demographics.

Cloud 141

Cloud Serverless AWS Architecture 141

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much.

Open Source 232

Open Source AWS Infrastructure Energy 232

Apica

OCTOBER 17, 2022

Part One of the Humanizing Software Quality Series. However important personal interactions are, in most modern industries, the majority of our interactions with a business now happen through software. Software defines the customer’s journey with a brand – meaning user journeys are at the center of software quality, now more than ever.

Retail 52

Retail Website Infrastructure Software Architecture 52

SQL Performance

JULY 8, 2021

I spend a large amount of time translating software requirements into schema and queries. Every time we interact with software that displays a table, we can expect the columns to be sortable like this: Sort-By-Colunn is a great pattern when all the data can fit in the browser. Guest Author : Michael J Swart ( @MJSwart ). Conclusion.

Design 92

Design Software Architecture Database Servers 92

Strategic Tech

APRIL 27, 2019

Organisations maximising the advantages provided by microservices tend to be organisations which view microservices not just as a technical tool, but a sociotechnical tool.The way software systems are shaped determines the communication paths and the coupling between development teams. These concepts also apply to distributed architectures.

Software Architecture 58

Software Architecture Architecture Government Design 58

O'Reilly

OCTOBER 31, 2019

Quantum supremacy itself is a simple concept: it means performing a computation that could not be performed on a classical computer. Google performed a computation in a few minutes (3 minutes, 20 seconds to be precise ) that would have taken more than 10,000 years on the most powerful computers we currently have.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

The Netflix TechBlog

JULY 12, 2019

Old Gatekeeper Architecture This model had several problems associated with it: This process was completely I/O bound and put a lot of load on upstream systems. For each of our upstream systems, we would create a Hollow dataset which encompasses all of the data necessary for Gatekeeper to perform its evaluation.

Cache 183

Cache Architecture Latency Engineering 183

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much.

Open Source 134

Open Source AWS Infrastructure Energy 134

O'Reilly

FEBRUARY 2, 2020

The same is true for the models themselves; if you don’t have the artifacts you produced, you won’t be able to make statements about how they performed. And conversely, if you need software with that kind of accuracy (for example, a billing application), you shouldn’t be using AI.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. Back in the days of Web 1.0,

Architecture 80

Architecture Scalability Google Operating System 80

Abhishek Tiwari

JULY 20, 2019

Warehouse engineering squad - managing software services related inventory, stocktake, dispatch, allocation, transfer, robotics, etc. Store engineering squad - focus on software and systems required for the storefront including point-of-sales system, promotions, etc. You want to move fast. product) don't change over a long period.

Engineering 61

Engineering Retail Airlines Healthcare 61