AWS Machine Learning - AI

APRIL 9, 2025

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. This architecture workflow includes the following steps: A user submits a question through a web or mobile application. 70B and 8B. Anthropics Claude 3.5

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

CIO

NOVEMBER 22, 2022

Are they successfully untangling their “spaghetti architectures”? The chain is rolling out new hand-held devices that allow associates to easily check pricing and inventory availability in hand or from more than 40 feet away, which is helpful when serving customers and locating products in overhead storage.

Retail 217

Retail Minimum Viable Product Architecture Artificial Inteligence 217

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. Data: Policy forms Mozart is designed to author policy forms like coverage and endorsements. The following diagram illustrates the solution architecture.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

TechCrunch

APRIL 5, 2022

Marzoev was previously a cloud infrastructure researcher at Microsoft, where she worked on cloud networking and storage infrastructure technologies, while Gjengset was a senior software development engineer at Amazon Web Services. ” Future expansion plans.

Enterprise 182

Enterprise Data Storage Open Source 182

Netflix Tech

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The response schema for the observability endpoint.

Systems Review 72

Systems Review Travel Microservices Architecture 72

Apiumhub

JULY 16, 2023

In their thought-provoking presentation titled “Pragmatic Approach to Architecture Metrics” at GSAS’22 organized by Apiumhub , Sonya Natanzon, and Vlad Khononov delivered valuable insights. The success of software architecture hinges upon its adaptability to meet evolving business requirements. Whatever that is.”

Metrics 69

Metrics Architecture Software Review Systems Review 69

Netflix Tech

NOVEMBER 12, 2024

After selecting a mode, users can interact with APIs without needing to worry about the underlying storage mechanisms and counting methods. Let’s examine some of the drawbacks of this approach: Lack of Idempotency : There is no idempotency key baked into the storage data-model preventing users from safely retrying requests.

Windows 100

Windows Systems Review Performance Infrastructure 100

CIO

SEPTEMBER 22, 2023

The Mastercard project Given that Mastercard has embraced the quantum key distribution method, its pilot project determined the architectural requirements and limitations of QKD and the operational readiness of the QKD systems. Not many hardware vendors have features available that can integrate with the QKD systems.”

Security 208

Security Weak Development Team Telecommunications Hardware 208

Infinidat

JANUARY 12, 2021

Why Enterprise Storage Customers Stay in Suboptimal Vendor Relationships. Guest Blogger: Eric Burgener, Research Vice President, Infrastructure Systems, Platforms and Technologies, IDC. This raises an interesting question: why do enterprise storage customers stay in vendor relationships that don't seem to meet their needs?

Storage 59

Storage Enterprise Artificial Inteligence Technical Support 59

AWS Machine Learning - AI

JULY 15, 2024

The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

Xebia

AUGUST 29, 2023

Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements. This enables you to build end-to-end workflows that leverage the full range of AWS capabilities for data processing, storage, and analytics.

AWS 147

AWS Performance Storage Linux 147

Infinidat

MARCH 20, 2023

On average, enterprises cut their storage operations costs by nearly half by transitioning to Infinidat’s enterprise storage solution. The latter benefit of lower storage costs directly helps to overcome the cost challenges that have escalated for enterprises in updating the storage infrastructure, as data volumes have increased.

Storage 52

Storage Systems Review Enterprise Artificial Intelligence 52

CTOvision

FEBRUARY 4, 2015

Implementing an Enterprise Data Hub — Technical perspectives for implementing enterprise data hub architectures, converged analytics for workflow optimization, and the essential role of open standards and frameworks to ensure continuous innovation. High Performance Computing Lead, NASA Center for Climate Simulation (NCCS). Eddie Garcia.

Fractional CTO 134

Fractional CTO Technical Review Big Data Analytics 134

Altexsoft

AUGUST 21, 2019

Any system dealing with data processing requires moving information between storages and transforming it in the process to be then used by people or machines. The extraction phase entails defining required data sources, whether it is an ERP, CRM, or third-party systems, and gathering data from them. Data warehouse architecture.

Development 44

Development Software Engineering Data Engineering Architecture 44

Cloudera

AUGUST 11, 2021

Once upon an IT time, everything was a “point product,” a specific application designed to do a single job inside a desktop PC, server, storage array, network, or mobile device. A few years ago, there were several choices of data deduplication apps for storage, and now, it’s a standard function in every system.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

CTOvision

JANUARY 18, 2015

Implementing an Enterprise Data Hub — Technical perspectives for implementing enterprise data hub architectures, converged analytics for workflow optimization, and the essential role of open standards and frameworks to ensure continuous innovation. High Performance Computing Lead, NASA Center for Climate Simulation (NCCS). Eddie Garcia.

Fractional CTO 113

Fractional CTO Program Management Programming Big Data 113

Confluent

FEBRUARY 27, 2019

What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless? The key to event-first systems design is understanding that a series of events captures behavior. FaaS as part of the event-driven streaming architecture. Provider dependent: 500 MB storage, 128 MB ?

Serverless 109

Serverless Lambda AWS Systems Review 109

CloudScaling

SEPTEMBER 29, 2016

His focus was about “scale-up” vs. “scale-out” architectures generally. Examples include mainframes, solitary servers, HA loadbalancers/firewalls (active/active or active/passive), database systems designed as master/slave (active/passive), and so on. Bill wasn’t running around presenting this in cloud circles.

How To 111

How To Load Balancer Cloud Storage 111

taos

OCTOBER 9, 2019

The web gave birth to the three-tier architecture. There have been many software design patterns proclaimed to be The Best™ over the years, each one has evolved or been supplanted by the next. And now we have the so-called fad that is Microservice Architecture. Let’s explore these.

Microservices 40

Microservices Architecture SOA Software Review 40

Datavail

JULY 27, 2021

Another of Datavail’s clients, a retail merchandising partner, had been using an on-premises SQL Server OLTP database that had some serious flaws, from an outdated architecture and performance issues to security vulnerabilities and the lack of a centralized repository for reporting. Making changes to system design to eliminate deadlocks.

Azure 98

Azure Analytics Cloud Company 98

AWS Machine Learning - AI

AUGUST 26, 2024

Through this series of posts, we share our generative AI journey and use cases, detailing the architecture, AWS services used, lessons learned, and the impact of these solutions on our teams and customers. Our architecture is designed to allow for flexible model switching and combination. Don’t make up any statistics.”

Generative AI 127

Generative AI AWS Artificial Inteligence Technical Review 127

Lacework

DECEMBER 7, 2022

Initially, companies flocked to the cloud for its cheap, abundant compute and storage. Now however, the cloud has become the default operating system that organizations rely on to run their businesses and develop new products and services. Some common cloud misconfigurations include: Unsecured data storage elements or containers.

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

Perficient

AUGUST 9, 2023

When combined with Redis, which excels in fast data retrieval and storage, you get a potent stack for creating high-performance applications. Redis’ lightning-fast data operations and Node.js’s non-blocking architecture align seamlessly to create responsive, scalable applications.

Performance 96

Performance Software Review Analytics Systems Review 96

Cloudera

NOVEMBER 13, 2020

We’ll discuss the architecture and features of Impala that enable low latencies on small queries and share some practical tips on how to understand the performance of your queries. Pipelining is critical for taking advantage of modern CPU and memory architectures. Impala’s planner does not do exhaustive cost-based optimization.

Performance 143

Performance Resources Engineering Storage 143

AWS Machine Learning - AI

JULY 3, 2024

Image 1: High-level overview of the AI-assistant and its different components Architecture The overall architecture and the main steps in the content creation process are illustrated in Image 2. The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI.

Artificial Inteligence 131

Artificial Inteligence Generative AI Lambda Healthcare 131

AWS Machine Learning - AI

SEPTEMBER 30, 2024

This post is part of a series that demonstrates various architecture patterns for importing fine-tuned FMs into Amazon Bedrock. To leverage this feature you can run the import process (covered later in the blog) with your model weights being in Amazon Simple Storage Service (Amazon S3). Import the fine-tuned model into Amazon Bedrock.

Artificial Inteligence 93

Artificial Inteligence Generative AI AWS Software Review 93

AWS Machine Learning - AI

APRIL 3, 2024

The following diagram illustrates the solution architecture. The following are the solution workflow steps: Download the product description text and images from the public Amazon Simple Storage Service (Amazon S3) bucket. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design.

Serverless 133

Serverless Artificial Inteligence Engineering Generative AI 133

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines. Create, associate, and ingest data into the two knowledge bases.

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

CircleCI

SEPTEMBER 22, 2022

Microservice architecture is an application system design pattern in which an entire business application is composed of individual functional scoped services, which can scale on demand. These features have made microservices architecture a popular choice for enterprises. Database management challenges for microservices.

Microservices 59

Microservices KPI Storage Engineering 59

AWS Machine Learning - AI

AUGUST 1, 2024

Currently, Custom Model Import supports importing custom weights for selected model architectures (Meta Llama 2 and Llama 3, Flan, and Mistral) and precisions (FP32, FP16, and BF16), and serving the models on demand and with provisioned throughput. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Artificial Intelligence 126

Hu's Place - HitachiVantara

FEBRUARY 1, 2019

Today I will be covering the advances that we have made in the area of hybrid-core architecture and its application to Network Attached Storage. This hybrid-core architecture is a unique approach which we believe will position us for the future, not only for NAS but for the future of compute in general.

Hardware 49

Hardware Architecture Storage Systems Review 49

Datavail

NOVEMBER 6, 2023

Understanding Apache Cassandra Apache Cassandra is a free and open-source distributed database management system designed to handle large amounts of data across multiple commodity servers. It follows a peer-to-peer architecture, employing a decentralized approach to data storage and replication. Apache Cassandra 4.x

Open Source 58

Open Source Scalability Analytics Database Administration 58

Perficient

JUNE 27, 2024

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development.

Google Cloud 52

Google Cloud Applications Cloud Automotive 52

AWS Machine Learning - AI

SEPTEMBER 18, 2024

The following diagram illustrates our solution architecture. Solutions architecture The workflow includes the following steps: The client profile is stored as key-value pairs in JSON format. The following diagram illustrates our agentic workflow. Workflow diagram of agentic workflow made of specialized (task / domain adopted) LLMs.

Generative AI 126

Generative AI Artificial Inteligence Fractional CTO Guidelines 126

Tenable

NOVEMBER 25, 2022

Lack of cloud security architecture and strategy . Craft a cloud security architecture and strategy covering identity and access management, networking and security controls. System vulnerabilities . Ensure your cloud databases and storage are properly secured with strong authentication requirements and properly configured.

Metrics 52

Metrics Cloud Backup Software Review 52

Instaclustr

MAY 19, 2021

In order to perform this critical function of data storage and protection, database administration has grown to include many tasks: Security of data in flight and at rest. Interpretation of data through defined storage. Acquisition of data from foreign systems. Security of data at an application access level. P stands for post.

Database Administration 36

Database Administration Storage Weak Development Team Open Source 36