O'Reilly Software

MAY 16, 2019

Microservices, serverless, AI, ML, and Kubernetes are among the most notable topics in our analysis of proposals from the O’Reilly Software Architecture Conference. They also understand that business and architecture can no longer be compartmentalized, and that revenue is at stake.

Software Architecture 104

Software Architecture Architecture Software Software 104

Dynatrace

APRIL 7, 2023

What is a Lambda serverless function? Despite being serverless, the function still requires infrastructure on which to run. Customers can use AWS Lambda Response Streaming to improve performance for latency-sensitive applications and return larger payload sizes.

Lambda 209

Lambda AWS Serverless Latency 209

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? Dynatrace news. How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

NOVEMBER 22, 2021

When Amazon launched AWS Lambda in 2014, it ushered in a new era of serverless computing. Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. Dynatrace news. Learn more here. What is AWS Lambda?

AWS 223

AWS Lambda Artificial Intelligence Serverless 223

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 176

Lambda AWS Serverless Hardware 176

Dynatrace

JUNE 20, 2023

Data is proliferating in separate silos from containers and Kubernetes to open source APIs and software to serverless compute services, such as AWS and Azure. Modern IT organizations are generating more data from more tools and technologies than ever.

Open Source 187

Open Source Google Serverless Azure 187

The Netflix TechBlog

NOVEMBER 17, 2022

Our approach to NN-based video downscaling The deep downscaler is a neural network architecture designed to improve the end-to-end video quality by learning a higher-quality video downscaler. Architecture of the deep downscaler model, consisting of a preprocessing block followed by a resizing block.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

NOVEMBER 10, 2021

Conventional approaches to application security can’t keep pace with cloud-native environments that rely on agile methodologies, API-driven architectures, microservices, containers, and serverless functions. Dynatrace news. This allows releases to remain secure by default.

Serverless 206

Serverless DevOps Cloud Metrics 206

Dynatrace

NOVEMBER 9, 2021

Data from all these sources is collected and analyzed by Dynatrace’s AI engine, Davis, that’s built into the core of the platform (not bolted on) to drive intelligent and definitive problem identification and root-cause analysis. Figure 4 How Dynatrace enriches metrics, traces, and logs to identify problems with precise root cause analysis.

DevOps 211

DevOps Innovation Cloud Programming 211

The Morning Paper

MARCH 19, 2020

Serverless in the wild: characterizing and optimising the serverless workload at a large cloud provider , Shahrad et al., Before we get to how the policy works, first lets take a look at what the paper tells us about real production serverless workloads on Azure (all function invocations across all of Azure, July 15th-28th, 2019).

Serverless 73

Serverless Cloud Azure Government 73

Dynatrace

OCTOBER 7, 2021

For many companies, the journey to modern cloud applications starts with serverless. While these serverless services provide strong business benefits due to their flexible on-demand usage and pricing model, they also introduce new complexities for observability. Amazon Web Services (AWS), offers a wide range of serverless solutions.

Serverless 273

Serverless AWS Lambda Storage 273

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy. We’d love to hear your suggestions and ideas.

AWS 240

AWS Efficiency Azure Cloud 240

Dynatrace

NOVEMBER 2, 2020

Root-cause analysis: Get actionable answers to problems in real-time, down to the code level. Automation for large scale dynamic environments: Discovery, instrumentation, baselining, agent life-cycle management, problem analysis. It’s not hype, it’s the way forward.

Infrastructure 193

Infrastructure Monitoring Virtualization Serverless 193

Dynatrace

MAY 23, 2022

Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — deliver business agility, but also create complexity for which many security solutions weren’t designed. As a result, while cloud architecture has enabled organizations to develop applications iteratively, it also increased exposure to vulnerabilities.

Strategy 218

Strategy Innovation Cloud Serverless 218

Dynatrace

JANUARY 31, 2022

Key takeaways from this article on modern observability for serverless architecture: As digital transformation accelerates, organizations need to innovate faster and continually deliver value to customers. Companies often turn to serverless architecture to accelerate modernization efforts while simplifying IT management.

Serverless 171

Serverless Architecture Open Source Innovation 171

Dynatrace

DECEMBER 15, 2022

As with all other log ingestion configurations, these examples work seamlessly with the new Log Management and Analytics powered by Grail that provides answers with any analysis at any time. 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 174

Strategy AWS Open Source Transportation 174

Dynatrace

SEPTEMBER 20, 2022

Introducing release validations into your continuous delivery pipeline allows for automated analysis of the quality of your new software versions and planned releases. As environments become more complex, DevSecOps maturity often becomes a moving target.

Best Practices 255

Best Practices DevOps Education Serverless 255

Dynatrace

NOVEMBER 10, 2020

As a developer, you might use Google Cloud Function for serverless components. The installation process and architecture are well documented and described in the GitHub repository. AI-powered root cause analysis and contextual information for even faster MTTR. Google Cloud Datastore. Google Cloud Load Balancing. Your feedback.

Google 213

Google Cloud Serverless Innovation 213

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it. Learn more.

Cloud 180

Cloud DevOps Open Source Retail 180

Dynatrace

OCTOBER 1, 2019

IT performance problems increase with cloud-native architectures. 76% said they don’t have complete visibility into application performance in cloud-native architectures. You need something that can learn quickly, in real-time, and deliver you precise root-cause analysis in a matter of seconds. Of course, you need Dynatrace®.

Cloud 208

Cloud Artificial Intelligence Serverless Government 208

Dynatrace

APRIL 20, 2023

Modern organizations ingest petabytes of data daily, but legacy approaches to log analysis and management cannot accommodate this volume of data. Traditional log analysis evaluates logs and enables organizations to mitigate myriad risks and meet compliance regulations. Grail enables 100% precision insights into all stored data. .

Analytics 181

Analytics Infrastructure Storage Efficiency 181

The Netflix TechBlog

SEPTEMBER 8, 2020

We went from an essentially serverless model in a monolithic service, to deploying and maintaining a new microservice that hosted our app backend endpoints. While this gave client teams a very convenient “serverless” model, over time we ran into multiple operational and devex challenges with this service. It was a Node.js

Latency 233

Latency Cache Java Traffic 233

Dynatrace

JANUARY 19, 2021

With our enhanced AWS Lambda extension , we bring the power of Dynatrace PurePath 4 automatic tracing technology to serverless function observability. Serverless can accelerate innovation (and introduce blind spots). However, while they provide significant benefits, serverless functions also pose several challenges.

Lambda 202

Lambda Serverless AWS Mobile 202

Adrian Cockcroft

NOVEMBER 26, 2023

The Pantheon in Rome — Extremely sustainable architecture — photo by Adrian I wrote a medium post after AWS re:Invent 2022 summarizing the (lack of) news and all the talks related to Sustainability. Explore an implementation of this architecture with PVH, the parent company of Tommy Hilfiger and Calvin Klein.

AWS 52

AWS Energy IoT Best Practices 52

O'Reilly

DECEMBER 2, 2019

Radar data points: Recent research and analysis. We recently conducted a survey on serverless architecture adoption. The high response rate tells us that serverless is garnering significant mindshare in the community. The high response rate tells us that serverless is garnering significant mindshare in the community.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

Dynatrace

NOVEMBER 10, 2022

As companies accelerate digital transformation, cloud services such as AWS Lambda help companies to modernize their application architectures to quickly adapt to the needs of their customers while offloading the operational complexity to their cloud vendor. The need for a simplified approach to capture telemetry.

Lambda 228

Lambda Serverless AWS Latency 228

Dynatrace

FEBRUARY 9, 2022

Cloud vendors such as Amazon Web Services (AWS), Microsoft, and Google provide a wide spectrum of serverless services for compute and event-driven workloads, databases, storage, messaging, and other purposes. AI-powered automation and deep, broad observability for serverless architectures. Dynatrace news.

Serverless 181

Serverless Azure Lambda AWS 181

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 227

Analytics Artificial Intelligence Storage Serverless 227

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 193

Architecture Serverless Azure Programming 193

All Things Distributed

JUNE 26, 2016

At-scale computing and visual analysis. On a more playful note, for those that are inclined to look at our serverless compute architecture, I would love to reacquaint you with Dubsmash ’s innovative use of AWS Lambda. We are at the cusp of a dramatic age of technology. We want you to start using it today.

AWS 90

AWS Cloud Healthcare Blockchain 90

Dynatrace

FEBRUARY 23, 2022

AIOps for root-cause analysis becomes critical. This real-time analysis is key as teams integrate security verification to test code in development and continually identify new security vulnerabilities in production. Serverless architecture expands. Microservices go hand-in-hand with serverless computing.

Serverless 258

Serverless Infrastructure Innovation DevOps 258

O'Reilly

NOVEMBER 12, 2019

For the inaugural O’Reilly survey on serverless architecture adoption, we were pleasantly surprised at the high level of response: more than 1,500 respondents from a wide range of locations, companies, and industries participated. The high response rate tells us that serverless is garnering significant mindshare in the community.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

Dynatrace

OCTOBER 17, 2022

However, as organizations adopt more cloud-native technologies, such as containerized microservices and serverless platforms, operations have become exponentially more complex. This second solution picks up at data collection, aggregation, and analysis, preparing it for execution. Achieving autonomous operations. Deterministic AI.

DevOps 189

DevOps Artificial Intelligence Healthcare Innovation 189

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. Automatic topology analysis. Near-zero overhead.

Analytics 153

Analytics Technology Technology Cloud 153

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news. Deep-code execution details.

Java 226

Java Traffic Strategy Architecture 226

Dynatrace

MAY 19, 2023

Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures. It’s more complex than it sounds.” As cloud entities multiply, along with greater reliance on microservices and serverless architectures, so do the complex relationships and dependencies among them.

Network 209

Network Monitoring Performance Traffic 209

Dynatrace

JANUARY 11, 2023

Cloud monitoring tools unify data from applications and dependent resources across distributed channels to achieve the following: better detect anomalies; perform root-cause analysis; and. This type of monitoring tracks metrics and insights on server CPU, memory, and network health, as well as hosts, containers, and serverless functions.

Cloud 217

Cloud Monitoring Best Practices Infrastructure 217