Dynatrace

JULY 7, 2022

Many organizations are taking a microservices approach to IT architecture. However, in some cases, an organization may be better suited to another architecture approach. Therefore, it’s critical to weigh the advantages of microservices against its potential issues, other architecture approaches, and your unique business needs.

Architecture 246

Architecture Serverless Azure Programming 246

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. FaaS vs. monolithic architectures. How does function as a service affect scalability?

Development 279

Development Serverless Best Practices Lambda 279

DZone

JUNE 26, 2023

In the post, the team detailed how moving one of their monitoring tools from a distributed serverless architecture to a monolith helped lower costs and increase scalability. So, is this the end or serverless, as some are calling it?

Cloud 213

Cloud Serverless Architecture Scalability 213

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. So, what is cloud-native architecture, exactly? What is cloud-native architecture? The principles of cloud-native architecture.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

APRIL 5, 2021

AWS Lambda is a serverless compute service that can run code in response to predetermined events or conditions and automatically manage all the computing resources required for those processes. Organizations are realizing the cost savings and management benefits of serverless automation. The benefits of serverless Lambda functions.

Lambda 258

Lambda AWS Serverless Hardware 258

Dynatrace

NOVEMBER 28, 2022

Lambda serverless functions help developers innovate faster, scale easier, and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Most enterprises use serverless functions as part of a broader hybrid environment, covering both cloud and traditional technologies.

Lambda 246

Lambda AWS Serverless Latency 246

All Things Distributed

MAY 10, 2016

I see a tremendous interest in examples how to build such applications, and articles such as " The Serverless Start-Up - Down With Servers! If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications.

Lambda 91

Lambda Serverless AWS Architecture 91

Dynatrace

APRIL 7, 2023

Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications. What is a Lambda serverless function? Despite being serverless, the function still requires infrastructure on which to run.

Lambda 246

Lambda AWS Serverless Latency 246

All Things Distributed

JUNE 10, 2016

I see a tremendous interest in examples how to build such applications, and articles such as " The Serverless Start-Up - Down With Servers! If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications.

Lambda 87

Lambda Serverless AWS Architecture 87

Percona

MARCH 21, 2023

Announcement I will be speaking at Percona Live 2023 about serverless PostgreSQL. Introduction Recently, Percona introduced Percona Builds for Neon ( Introducing Percona Builds for Serverless PostgreSQL ), which makes it easy to install and experiment with serverless PostgreSQL. Interested in serverless PostgreSQL?

Serverless 128

Serverless Software Architecture Virtualization Database 128

The Netflix TechBlog

MARCH 1, 2021

Orchestrated Functions as a Microservice by Frank San Miguel on behalf of the Cosmos team Introduction Cosmos is a computing platform that combines the best aspects of microservices with asynchronous workflows and serverless functions. On the one hand, logic is divided between API, workflow and serverless functions. debian packages).

Serverless 232

Serverless Media Latency Social Media 232

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. Dynatrace news. As teams begin collecting and working with observability data, they are also realizing its benefits to the business, not just IT.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

NOVEMBER 17, 2020

The rapidly evolving digital landscape is one important factor in the acceleration of such transformations – microservices architectures, service mesh, Kubernetes, Functions as a Service (FaaS), and other technologies now enable teams to innovate much faster. New cloud-native technologies make observability more important than ever….

Analytics 236

Analytics Technology Technology Cloud 236

Dynatrace

OCTOBER 4, 2022

Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes. The number and variety of applications, network devices, serverless functions, and ephemeral containers grows continuously. Limited data availability constrains value creation.

Analytics 264

Analytics Artificial Intelligence Storage Serverless 264

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

InfoQ

MARCH 15, 2024

Hashnode created a scalable event-driven architecture (EDA) for composing feed data for thousands of users. The company used serverless services on AWS, including Lambda, Step Functions, EventBridge, and Redis Cache. The solution leverages Step Functions' distributed maps feature that enables high-concurrency processing.

Scalability 76

Scalability AWS Architecture Lambda 76

Dynatrace

JANUARY 11, 2023

This type of monitoring tracks metrics and insights on server CPU, memory, and network health, as well as hosts, containers, and serverless functions. Multicloud architectures, on the other hand, blend services from two or more private or public clouds — or from a combination of public, private, and edge clouds.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Dynatrace

SEPTEMBER 9, 2022

According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. These insights help organizations plan for cloud scalability, performance improvements, and business alignment. Why should organizations modernize applications?

Strategy 264

Strategy Benchmarking Serverless Cloud 264

Dynatrace

APRIL 20, 2023

Logs highlight observability challenges Ingesting, storing, and processing the unprecedented explosion of data from sources such as software as a service, multicloud environments, containers, and serverless architectures can be overwhelming for today’s organizations.

Analytics 246

Analytics Infrastructure Storage Architecture 246

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. DevOps teams must constantly adapt by using agile methodologies and rapid delivery models, such as CI/CD. Solving for SR.

Engineering 264

Engineering DevOps Government Latency 264

Dynatrace

NOVEMBER 2, 2020

Ensures platform is flexible and scalable to handle peaks by sending alerts to IT management. Cloud-native architectures: Support for containers and serverless, including open standard like OpenTelementary, Prometheus, StatsD and Telegraf. for unplanned downtime, resource saturation, network intrusion.

Infrastructure 246

Infrastructure Monitoring Virtualization Serverless 246

High Scalability

JUNE 15, 2018

JoeEmison : Another thing that serverless architectures change: how do you software development. The end of Dennard Scaling and Moore's Law means architecture is where we have to innovate to improve performance, cost, and energy. Domain Specific Architectures are getting 20x and 40x improvements, not just 5-10%.

Internet 113

Internet Internet Scalability Blockchain 113

Dynatrace

DECEMBER 22, 2021

They are particularly important in distributed systems, such as microservices architectures. Observability platforms are becoming essential as the complexity of cloud-native architectures increases. The key driver behind this change in architecture was the need to release better software faster.

Artificial Intelligence 245

Artificial Intelligence Metrics Architecture DevOps 245

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. DevOps teams must constantly adapt by using agile methodologies and rapid delivery models, such as CI/CD. Solving for SR.

Engineering 245

Engineering DevOps Government Latency 245

Dynatrace

JANUARY 12, 2022

Messaging systems can significantly improve the reliability, performance, and scalability of the communication processes between applications and services. In serverless and microservices architectures, messaging systems are often used to build asynchronous service-to-service communication.

Analytics 246

Analytics Systems DevOps Healthcare 246

Dynatrace

JULY 16, 2020

The Fan-Out/Fan-In pattern is nowadays found when building serverless functions for high scalability. You might also call it divide and conquer which has been around even before serverless existed. If you want to know more, I can recommend to take a look at Concurrency in Go. I found a good read here. Food for thought.

Cache 289

Cache Serverless Efficiency Tuning 289

Dynatrace

DECEMBER 15, 2022

While engaging the automatic instrumentation of the Dynatrace OneAgent makes log ingestion automatic and scalable , our customers have set up multiple other log ingestion methods. But there are cases where you might be limited in setting up a dedicated syslog server with OneAgent because of environment architecture or resources.

Strategy 245

Strategy AWS Open Source Transportation 245

Dynatrace

NOVEMBER 9, 2021

IT Drivers If the total cost of ownership is too high, the technology too complex, or security, compliance, support, or scalability are being compromised, it’s time to modernize. Realizing the full capabilities, benefits, and value of the cloud requires modernization of the application architecture.

DevOps 246

DevOps Innovation Cloud Programming 246

InfoQ

APRIL 9, 2024

The company leveraged Instagram's existing monolithic architecture and quickly iterated to create a new text-first microblogging service in record time. Zahan Malkani talked during QCon London 2024 about Meta’s journey from identifying the opportunity in the market to shipping the Threads application only five months later.

Architecture 140

Architecture Serverless Mobile Design 140

Dynatrace

JUNE 13, 2022

Adopting cloud-native technologies and open source software makes applications more feature rich and scalable, but it also increases IT complexity. Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — enable business agility, but also create complexity for which many security solutions weren’t built for.

Open Source 246

Open Source DevOps Java Innovation 246

InfoQ

AUGUST 21, 2024

The insightful piece featured on InfoQ delves into the intricacies of Azure Functions’ Cold Starts, illuminating a topic frequently stirring debate within the serverless computing sphere. By Preetam Dasgupta

Azure 84

Azure Serverless Scalability Architecture 84

Dotcom-Montior

NOVEMBER 11, 2020

Serverless. Well, to start, serverless, or serverless computing , doesn’t really mean there aren’t servers involved, because there are, rather it refers to the fact that the responsibility of having to manage, scale, provision, maintain, etc., Benefits of a Serverless Model. Scalability. Monitoring.

Serverless 57

Serverless Monitoring Lambda Latency 57

InfoQ

APRIL 15, 2022

One year into the transition to their new WebCore serverless platform, the BBC has started to reap the benefits of an architecture that removes the burden on engineers to solve performance and operational challenges and allows them to focus on the value they deliver to customers. By Sergio De Simone.

Serverless 52

Serverless Scalability Performance Architecture 52

Dynatrace

JANUARY 23, 2024

Cloud observability is central to platform engineering The uptick in digital transformation initiatives has created a drive for scalability among global organizations. Discover common data quality challenges, how to improve data quality, and more.

Performance 246

Performance DevOps Innovation Energy 246

KeyCDN

FEBRUARY 22, 2023

Cloud-based development and deployment One of the main advantages of cloud-based development and deployment is scalability. Each of these platforms offers a wide range of services and tools for web application development and deployment, including storage, databases, and serverless computing.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

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. The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation. via bug fixes). We call this system Cosmos.

Media 175

Media Innovation Metrics Latency 175

The Morning Paper

AUGUST 29, 2019

Choosing a cloud DBMS: architectures and tradeoffs Tan et al., As it is infeasible to test every OLAP system runnable on AWS, we chose widely-used systems that represented a variety of architectures and cost models. Serverless o?erings Scalability. VLDB’19. Query restrictions. Query performance.

Architecture 76

Architecture Cloud Storage Serverless 76