AWS Machine Learning - AI

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. You can use Amazon S3 to securely store objects and also serve static websites.

Generative AI 102

Generative AI Video Engineering Artificial Inteligence 102

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. So, let’s analyze software architecture metrics that got mentioned on the survey to build scalable projects. .

Metrics 94

Metrics Architecture Research Software 94

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands. and Anthropics Claude Haiku 3.

Generative AI 71

Generative AI Artificial Inteligence Metrics AWS 71

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 103

Generative AI AWS Artificial Inteligence Enterprise 103

High Scalability

FEBRUARY 22, 2019

2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 ben11kehoe : Statelessness is not the critical property of #serverless compute, it's ephemerality.

Scalability 15

Scalability Internet Software Review Lambda 15

AWS Machine Learning - AI

APRIL 3, 2024

Amazon OpenSearch Service now supports the cosine similarity metric for k-NN indexes. In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless.

Serverless 116

Serverless Artificial Inteligence Engineering Generative AI 116

OverOps

DECEMBER 18, 2018

Observability and Responsibility for Serverless. Some might think that when you go serverless, it means that there’s no need to think about operating or debugging your systems. Java 11 introduced the Z Garbage Collector (ZGC), a new JDK garbage collector designed for low latency and high scalability. The Z Garbage Collector.

Conference 185

Conference Serverless Weak Development Team DevOps 185

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. Scalability, Limits, and Restrictions. Scalability: Lambda creates a new instance to process each new concurrent event. Azure Functions.

Serverless 70

Serverless Lambda Cloud AWS 70

Trigent

APRIL 7, 2022

serverless. Enter serverless computing. By adhering to some basic rules, services and applications can be deployed onto serverless systems. Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. Having said this, one must tread cautiously when going in for serverless architecture.

Serverless 52

Serverless Cloud Architecture Software Review 52

AWS Machine Learning - AI

JANUARY 29, 2025

With all that provided as a service, you can think of Amazon Bedrock Knowledge Bases as a fully managed and serverless option to build powerful conversational AI systems using RAG. This centralized operating model promotes consistency, governance, and scalability of generative AI solutions across the organization.

Generative AI 77

Generative AI Organization Enterprise Artificial Inteligence 77

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

Serverless 59

Serverless Lambda Development Microservices 59

Xebia

MARCH 11, 2025

To prevent this from happening I also included the ApproximateNumberOfMessagesNotVisible next to the ApproximateNumberOfMessages metric. The combination of Step Functions for document transformation, SQS for reliable queuing, and metadata tagging for updates and deletions provided a scalable and maintainable solution.

AWS 147

AWS Knowledge Base Lambda Serverless 147

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. Where does serverless come from?

Serverless 68

Serverless Azure AWS Architecture 68

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model. The user can pick the two documents that they want to compare.

Generative AI 71

Generative AI Technical Review Insurance Policies 71

CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. In this comparison, we will look at some important differentiators between serverless computing and containers and outline some criteria you can use to decide which to use for your next project. What is serverless?

Serverless 52

Serverless Applications Technical Review Microservices 52

Stackery

NOVEMBER 25, 2019

In addition to setting up shop in the Expo hall with the team to chat with re:Invent guests about their current serverless development workflows (and how Stackery can supercharge it), I made sure to attend some choice presentations this week. Brian described a cycle for considering your scalability plan: Build, measure, and learn.

Serverless 10

Serverless AWS Scalability Resources 10

Hacker Earth Developers Blog

SEPTEMBER 25, 2023

It aggregates complex telemetry data—metrics, logs, and traces—from disparate systems and applications in your business. Cloud-nativity, serverless, open-source containerization, and other technology developments must be used to fuel accelerated, high-volume deployment. Observability tools deliver essential performance metrics.

Weak Development Team 130

Weak Development Team Development DevOps UI/UX 130

AWS Machine Learning - AI

MARCH 5, 2025

With deterministic evaluation processes such as the Factual Knowledge and QA Accuracy metrics of FMEval , ground truth generation and evaluation metric implementation are tightly coupled. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs. 201% $12.2B

Generative AI 74

Generative AI Systems Review Artificial Inteligence Software Review 74

Xebia

JANUARY 15, 2024

Traditional virtual machines are replaced with serverless application frameworks. Database administration tasks: Cloud providers offer you fully managed versions of your favorite relational database management systems, which are scalable and always available. Everything is defined and maintained in code.

Cloud 130

Cloud Disaster Recovery Data Center Virtualization 130

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. First, what services, such as microservices or serverless, are available from the cloud service providers to facilitate migration?

Cloud 187

Cloud Technical Review Software Review Systems Review 187

Xebia

JANUARY 8, 2024

You can also enable advanced metrics and recommendations features for extra assistance and information, all of which can help you learn how to configure Lifecycle rules for S3 buckets. Key metrics like GET requests and Download Bytes help determine your buckets’ daily access frequency.

Storage 147

Storage AWS Backup Policies 147

Perficient

MARCH 13, 2023

Openshift Monitoring manages the collection and visualization of internal metrics like resource utilization, which can be leveraged to create alerts and used as the source of data for autoscaling. A less-know feature is the ability to leverage Cluster Monitoring to collect your own application metrics.

Serverless 83

Serverless Azure Metrics AWS 83

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability.

Generative AI 99

Generative AI Artificial Inteligence AWS Technical Review 99

Codegiant

OCTOBER 31, 2024

By implementing its Exceptional Entrepreneurship Framework, Yareta assesses entrepreneurs' potential based on their unique traits, values, grit, and obsession—going beyond traditional metrics. Their focus was on creating a robust tech stack that would ensure scalability, maintainability, and performance.

Development Team Review 75

Development Team Review Technical Review Minimum Viable Product Scalability 75

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Similarly, Amazon Bedrock metrics are available by navigating to Metrics , Bedrock on the CloudWatch console.

AWS 121

AWS Lambda Performance Artificial Inteligence 121

CloudZero

JULY 17, 2019

Thanks to infinitely scalable infrastructure, containers, and Serverless computing, companies can now build in record time with fewer resources. However, with this on-demand purchasing power often comes runaway spending, with bills coming at the end of the month with unpredicted and hidden costs.

Metrics 45

Metrics Serverless AWS Strategy 45

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers. It notes how each element of a given creative performs under a certain metric; for example, how the CTA affects the view-through rate of the ad.

Generative AI 111

Generative AI Artificial Inteligence Data AWS 111

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. Architecture The following figure shows the architecture of the solution.

Artificial Inteligence 101

Artificial Inteligence Generative AI Travel AWS 101

Mobilunity

DECEMBER 26, 2024

In the current digital environment, migration to the cloud has emerged as an essential tactic for companies aiming to boost scalability, enhance operational efficiency, and reinforce resilience. Our checklist guides you through each phase, helping you build a secure, scalable, and efficient cloud environment for long-term success.

AWS 52

AWS Cloud Weak Development Team DevOps 52

OverOps

DECEMBER 18, 2018

Observability and Responsibility for Serverless. Some might think that when you go serverless, it means that there’s no need to think about operating or debugging your systems. Java 11 introduced the Z Garbage Collector (ZGC), a new JDK garbage collector designed for low latency and high scalability. The Z Garbage Collector.

Conference 100

Conference Serverless Weak Development Team DevOps 100

Netlify

MARCH 29, 2021

Despite many issues with plugins, scalability, and performance, it is still a great editor-friendly CMS. However, we need to host a bunch of serverless API functions as well for this project. So, it had to be a place where we can do both, i.e., host serverless functions and seamlessly run every Next.js Decoupling WordPress.

Serverless 98

Serverless PHP Case Study Performance 98

Honeycomb

OCTOBER 1, 2022

Platform teams are decidedly cloud-native; they actually mostly involve platforms built atop the cloud itself—PaaS, IaaS, everything-aaS, serverless, and so forth. They measure themselves on things like SLOs and the DORA metrics. Uses metrics, logs, dashboards; monitoring, alerting, and sidecar/blackbox telemetry.

Engineering 145

Engineering Software Review Software Engineering DevOps 145

Perficient

AUGUST 31, 2024

Serverless architecture can improve efficiency to a degree. However, a development culture that embraces performance testing and performance monitoring will go further than just migrating to serverless. An equally importnant metric should also be performance, and performance is usually an emergent property of efficiency.

Performance 52

Performance Serverless Scalability Metrics 52

Confluent

MAY 9, 2019

Storing events in a stream and connecting streams via stream processors provide a generic, data-centric, distributed application runtime that you can use to build ETL, event streaming applications, applications for recording metrics and anything else that has a real-time data requirement. Pillar 2 – Instrumentation plane: Business metrics.

Microservices 94

Microservices Metrics Systems Review Architecture 94

AWS Machine Learning - AI

MAY 13, 2024

It’s serverless, so you don’t have to manage any infrastructure. We benchmark the results with a metric used for evaluating summarization tasks in the field of natural language processing (NLP) called Recall-Oriented Understudy for Gisting Evaluation (ROUGE). Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline.

Generative AI 121

Generative AI Artificial Inteligence Report Healthcare 121

Confluent

FEBRUARY 13, 2019

Systems built as Reactive Systems are more flexible, loosely-coupled and scalable. It is very simple but presents scalability challenges. In the event-driven world, we’d build a scalable model where the event streams flow between processors. Instrumentation plane tracking application-wide metrics. Interested in more?

Architecture 92

Architecture Programming Microservices Serverless 92

AWS Machine Learning - AI

SEPTEMBER 30, 2024

To evaluate the question answering task, we use the metrics F1 Score, Exact Match Score, Quasi Exact Match Score, Precision Over Words, and Recall Over Words. The FMEval library supports out-of-the-box evaluation algorithms for metrics such as accuracy, QA Accuracy, and others detailed in the FMEval documentation.

Artificial Inteligence 80

Artificial Inteligence Generative AI AWS Software Review 80