AWS Machine Learning - AI

FEBRUARY 26, 2024

Our proposed architecture provides a scalable and customizable solution for online LLM monitoring, enabling teams to tailor your monitoring solution to your specific use cases and requirements. Overview of solution The first thing to consider is that different metrics require different computation considerations.

Artificial Inteligence 104

Artificial Inteligence AWS Lambda Metrics 104

Apiumhub

JUNE 10, 2020

Quality attributes usually assessed and analyzed at the architecture level not at the code level. As for the post, I decided to slightly change it and talk about software architecture quality attributes as metrics will be based on them. . Software Architecture Quality Attributes. Extensibility.

Architecture 52

Architecture Software Quality Assurance Metrics 52

Apiumhub

JUNE 17, 2020

Evolutionary architecture is something every software architect thinks about. To support this evolution, fitness functions can help in finding how well a system meets specified architecture goals and constraints in an automated way. And today’s post is about architectural fitness functions. . Atomic vs Holistic .

Architecture 60

Architecture Software Review Technical Review Systems Review 60

CIO

DECEMBER 6, 2023

While automation orchestrators have improved and some have moved to become cloud-based, there are still challenges facing them, and this has limited orchestrators to basic operational bot metrics. Scalability: As a business expands, the orchestration framework must be designed to scale, accommodating a growing array of LLMs and data flows.

Artificial Inteligence 274

Artificial Inteligence Generative AI Enterprise Artificial Intelligence 274

CIO

NOVEMBER 14, 2023

data, security, development, architecture) as well. The biggest value of cloud tends to result from cloud-native solutions, which exploit the scalability and variability benefits of cloud, says SAS’s Upchurch. The scalability of cloud can rapidly result in cost overruns, says West Monroe’s Alletto.

Strategy 354

Strategy Cloud Weak Development Team Technical Review 354

TechCrunch

JULY 8, 2022

As a result, the emphasis is often around financial performance, drilling down to detailed metrics such as gross margins, sales rep productivity, LTV, CAC, payback periods and more. Getting the tech architecture to scale is critical. The focus of diligence tends to be on aspects of a product that can be measured.

Technical Review 218

Technical Review Software Review Development Team Review Fractional CTO 218

CIO

NOVEMBER 29, 2023

If you choose not to use a cloud provider’s native services in order to remain agnostic, you lose many of the ‘better, cheaper, faster’ business case metrics,” says Holcombe. Architectural lock-in is when the application relies on multiple managed services from the cloud provider.

Cloud 289

Cloud Technical Review Software Review Systems Review 289

Dzone - DevOps

OCTOBER 26, 2023

With a shift towards microservices and highly modular architectures, the importance of application integration testing has never been greater. In this discussion, we take a different approach to dissect this subject by emphasizing the need for strategic planning, scalability considerations, and ROI metrics.

Testing 91

Testing Applications Strategic Planning Microservices 91

CIO

OCTOBER 13, 2022

Deploy scalable technology. From ERP implementation to application building, CIOs swear by scalable technology. And why not, tech scalability can make or break ROI,” says Pramanik. Initially building a scalable app may look expensive but changing the complete architecture later will incur more cost,” he says.

UI/UX 313

UI/UX Technical Review Minimum Viable Product Scalability 313

Netflix Tech

APRIL 27, 2023

A few years ago, we were paged by our SRE team due to our Metrics Alerting System falling behind — critical application health alerts reached engineers 45 minutes late! It became clear to us that we needed to solve the scalability problem with a fundamentally different approach. OK, Results?

Metrics 115

Metrics Systems Review Storage Weak Development Team 115

CIO

JANUARY 9, 2023

In each case, they are taking strategic advantage of data generated at the edge, using artificial intelligence and cloud architecture. Those using a turnkey, scalable BOaaS platform are quickly able to manage an entire AI and IoT ecosystem from one dashboard, across the cloud, edge and far edge. [4]

IoT 303

IoT Technical Review Company Data 303

CIO

MARCH 20, 2023

More importantly, WANs lack the flexibility and scalability that digital business requires. In 2023 and beyond, effective network operations (NetOps) will demand more extensive coverage of user experience metrics than ever before. Experience-driven NetOps approaches will proliferate and become more tightly aligned with the network.

Network 237

Network WAN Data Center Metrics 237

TechCrunch

OCTOBER 27, 2020

“We’re building out our service with innovative architecture and unique capabilities that allows full-featured fast SQL directly on raw data. Rockset supplied a few metrics to illustrate this. Series D as scalable database resonates. He hoped to change that with Rockset. And we’re offering this as a service.

Analytics 216

Analytics Data Scalability Metrics 216

Apiumhub

OCTOBER 10, 2023

From software architecture experts to authors of renowned books and entrepreneurs, this list spans a diverse spectrum of tech influencers. He is a software engineer, consultant, and author of “Continuous Delivery”, “Modern Software Engineering,” “CD Pipelines,” and “ Software Architecture Metrics.

Media 85

Media Social Fractional CTO Software Engineering 85

Dzone - DevOps

APRIL 21, 2023

Monitoring and Logging : Kong offers detailed metrics and logs to help monitor API performance and identify issues. Microservice Architecture : Kong is designed to work with microservice architecture, providing a central point of control for API traffic and security.

Load Balancer 87

Load Balancer Microservices Authentication Architecture 87

Apiumhub

JANUARY 26, 2021

Facilitator of visual and collaborative modelling using Deep Democracy Domain-Driven Design to find out key software architecture trends as well as other key software architecture lessons learned over the past years. . Interview with Kenny Baas-Schwegler: Software architecture trends & key lessons learned. Observability.

Architecture 52

Architecture Trends Software Sustainability 52

CIO

OCTOBER 23, 2023

They did not plan for scalability. In short, Jain says, “FinOps will help you focus on the right cloud architecture and design.” Those CIOs typically saw that approach as a starting point for their cloud journeys. They did not refactor for flexibility. The difference with product teams is their business orientation,” he explains. “A

Fractional CTO 330

Fractional CTO Agile Budget Cloud 330

Honeycomb

JUNE 9, 2023

Kubernetes helps teams of all sizes optimize their microservices architecture by enabling seamless automated containerized app deployment, easy scalability, and efficient operations. Because logs and metrics lack context , they can’t pinpoint potential issues, find specific problems, or make causality clear.

Metrics 98

Metrics Microservices Scalability Engineering 98

AWS Machine Learning - AI

FEBRUARY 6, 2024

Transformers, BERT, and GPT The transformer architecture is a neural network architecture that is used for natural language processing (NLP) tasks. The transformer architecture is based on the attention mechanism, which allows the model to learn long-range dependencies between words. The training jobs used an ml.p3dn.24xlarge

Artificial Inteligence 90

Artificial Inteligence Pharmaceuticals Generative AI Healthcare 90

TechCrunch

OCTOBER 7, 2021

Today a startup that’s built a scalable platform to manage that is announcing a big round of funding to continue its own scaling journey. The underlying large-scale metrics storage technology they built was eventually open sourced as M3.

Cloud 209

Cloud Sport Open Source Machine Learning 209

Perficient

FEBRUARY 8, 2024

This approach removed the architectural limitations that Sitecore imposed, allowing teams to use more modern development frameworks and approaches. Here are some points to consider: Ability to Leverage the exact same Modern Frameworks and Architectures that you would use if you were building it completely custom.

Cloud 52

Cloud Architecture Analytics Scalability 52

Exadel

JULY 12, 2021

These are: AEM architecture and design, AEM performance issues and scalability, AEM maintenance and support, AEM security, AEM customer experience and content strategy, and automation. AEM architecture and design. The basic rule is that TarMK is designed for performance, while MongoMK is used for scalability. Contact Us.

Architecture 98

Architecture Scalability Testing Performance 98

CIO

JANUARY 5, 2023

Fidelity National Information Services And among low-code tools, for instance, FIS chose WaveMaker because its components seemed more scalable than its competitors, and its per-developer licensing model was less expensive than the per runtime model of other tools. Vikram Ramani, Fidelity National Information Services CTO.

Software Review 302

Software Review Tools Off-The-Shelf Technical Review 302

O'Reilly Media - Ideas

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Architecture 79

Architecture Strategy Technical Review Development Team Review 79

Datavail

JULY 27, 2023

It’s more than just a framework – it’s a holistic solution that encompasses methodologies, architectural blueprints, and governance frameworks. Planning and Architecture: Defining the Target Architecture: Creating suitable cloud architecture is imperative to fulfill an organization’s customized business requirements.

Cloud 52

Cloud Compliance Architecture Guidelines 52

Apiumhub

AUGUST 10, 2023

We are excited to announce that the Global Software Architecture Summit will return for its third edition: GSAS 2023. This year’s edition will focus on modern practices in software architecture: how to be more effective, efficient and enjoy what you do.

Fractional CTO 83

Fractional CTO Architecture Conference Real Estate 83

Perficient

DECEMBER 13, 2023

Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. S3 provides availability, security, and scalability, all of which come at a significantly low cost. Scalability AWS provides EC2 instances that can be scaled up or down.

Healthcare 52

Healthcare AWS Lambda Data 52

Honeycomb

NOVEMBER 1, 2023

DevOps Engineer Harry Morgan says that Honeycomb’s “out-of-the-box templates for metric analysis and correlation really help put together a more holistic picture of our environments, simplifying our workflow and eliminating the need to compare across observability platforms. For the team at Birdie Care, Sr.

Performance 83

Performance Applications Metrics Engineering 83

Apiumhub

JULY 7, 2020

If you remember my article about Software Architecture Quality Attributes , you know that we have been conducting a survey to find out key software architecture metrics that leading companies and software architects use. As quality of a software’s architecture is essential, yet very difficult to apprehend and measure.

Metrics 94

Metrics Architecture Research Software 94

Apiumhub

JULY 11, 2023

Let’s look at what software development and software architecture experts think about pragmatic innovation: Mark Richards – Co-author of the book “Fundamentals of Software Architecture” “The second best words of advice I’ve ever received when I first became an architect was that I must remain pragmatic, yet visionary.

Software Development 85

Software Development Innovation Weak Development Team Software 85

Netflix Tech

MAY 4, 2023

When undertaking system migrations, one of the main challenges is establishing confidence and seamlessly transitioning the traffic to the upgraded architecture without adversely impacting the customer experience. Provides a platform to ensure that relevant operational insights , metrics, logging, and alerting are in place before migration.

Comparison 135

Comparison Testing Metrics Analysis 135

OverOps

FEBRUARY 19, 2020

The accelerated adoption of microservices and increasingly distributed systems brings the promise of greater speed, scalability and flexibility. But this shift to more modular architecture is not without its fair share of challenges – especially when it comes to troubleshooting.

System 195

System Microservices Weak Development Team How To 195

Netflix Tech

JUNE 7, 2021

Flow Exporter The Flow Exporter is a sidecar that uses eBPF tracepoints to capture TCP flows at near real time on instances that power the Netflix microservices architecture. The Flow Exporter also publishes various operational metrics to Atlas. These metrics are visualized using Lumen , a self-service dashboarding infrastructure.

Network 130

Network IPv6 Transportation AWS 130

Cloudera

JANUARY 31, 2024

Replication is a crucial capability in distributed systems to address challenges related to fault tolerance, high availability, load balancing, scalability, data locality, network efficiency, and data durability. It forms a foundational element for building robust and reliable distributed architectures.

Policies 69

Policies Metrics Load Balancer Software Review 69

Datavail

OCTOBER 5, 2021

In fact, applications using microservices architecture are often more code-heavy than monolithic applications. Nevertheless, the advantages of building apps with microservices far outweigh the pitfalls when there is a need for flexibility, scalability and greater speed. Microservices is an architecture. Are You Convinced Yet?

Microservices 81

Microservices eCommerce Architecture Scalability 81

Kentik

APRIL 16, 2023

At scale, and primarily when carried out in cloud and hybrid-cloud environments, these distributed, service-oriented architectures and deployment strategies create a complexity that can buckle the most experienced network professionals when things go wrong, costs need to be explained, or optimizations need to be made.

Network 64

Network Applications Development Load Balancer 64

Dzone - DevOps

MARCH 13, 2023

technology stack, compliance with the cloud platform, and ensure those can be supported in the target cloud architecture. Resource Optimization — For business-critical applications, it’s an important architecture decision to have a cost-effective approach towards scalability, availability, improved fault tolerance, and faster deployment.

Applications 94

Applications Cloud Off-The-Shelf SMB 94