AWS Machine Learning - AI

MAY 1, 2025

We will deep dive into the MCP architecture later in this post. Using a client-server architecture (as illustrated in the following screenshot), MCP helps developers expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers.

Artificial Inteligence 100

Artificial Inteligence AWS Architecture Generative AI 100

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.

Knowledge Base 107

Knowledge Base Technical Review Generative AI Lambda 107

Crunchbase News

JANUARY 31, 2025

Composable AI: Adaptability through modularity AI systems built with modular, interchangeable components known as composable AI are driving a new era of adaptability and efficiency. These architectures allow companies to iterate quickly, customize their solutions and reduce overhead.

Healthcare 95

Healthcare Scalability Artificial Intelligence Artificial Inteligence 95

CIO

NOVEMBER 22, 2022

Are they adopting digital strategies that serve both younger and older populations? Are they successfully untangling their “spaghetti architectures”? Untangling Their ‘Spaghetti Architectures’ Retailers have long used back-end technologies to run specific aspects of their business. It’s not just improving interfaces.

Retail 217

Retail Minimum Viable Product Architecture Artificial Inteligence 217

CIO

OCTOBER 15, 2024

Multicloud architectures, applications portfolios that span from mainframes to the cloud, board pressure to accelerate AI and digital outcomes — today’s CIOs face a range of challenges that can impact their DevOps strategies. A new area of concern is how development teams use AI code generation and copilots. “AI

DevOps 214

DevOps Enterprise Software Review Technical Review 214

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

CIO

MARCH 9, 2022

They conveniently store data in a flat architecture that can be queried in aggregate and offer the speed and lower cost required for big data analytics. This dual-system architecture requires continuous engineering to ETL data between the two platforms. Ready to evolve your analytics strategy or improve your data quality?

Data 178

Data Artificial Inteligence Artificial Intelligence Analytics 178

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

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

In the following sections, we’ll explore various strategies for achieving durable and accurate counts. Without an efficient data retention strategy, this approach may struggle to scale effectively. Additionally, we employ a bucketing strategy to prevent wide partitions.

Windows 100

Windows Systems Review Performance Infrastructure 100

CIO

APRIL 8, 2024

These new roles allow the CIO to transition into a more strategic role, contributing to overall business strategy and digital transformation efforts,’’ Sharma says. A major part of reducing their carbon footprint involves building software and a technology architecture to manage all the company’s distributed energy assets, Uthayakumar says.

Fractional CTO 206

Fractional CTO CTO Real Estate Sustainability 206

Exadel

AUGUST 18, 2022

71% of customers today expect a personalized approach from businesses they choose, so, you need to adopt a considered one-to-one marketing strategy – not just think ‘mass marketing’. You might be familiar with a model called SOSTAC, – an acronym meaning Situation, Objectives, Strategy, Tactics, Action, and Control.

Marketing 98

Marketing Strategy Development How To 98

Cloudera

JANUARY 22, 2025

AI agents are autonomous software systems designed to interact with their environments, gather data, and leverage that information to autonomously perform tasks aimed at achieving predefined objectives. What are AI Agents? This contextual understanding enhances the models accuracy and applicability to the SOCs unique requirements.

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

CTOvision

OCTOBER 10, 2014

This insight is now informing technical approaches to defense, concepts of operation and strategies for collaboration across industries. Architecting smartly and choosing systems designed with integration in mind are key. Architecture' Offense must inform defense. Architect in ways that enhance integration of data.

Malware 104

Malware Architecture System Design Enterprise 104

CTOvision

FEBRUARY 4, 2015

This popular gathering is designed to enable dialogue about business and technical strategies to leverage today’s big data platforms and applications to your advantage. Chief Information Officer, Defense Information Systems Agency. Chief Strategy Officer, Cloudera. 9:00– 9:30 AM. Technology Insights Keynote. Eddie Garcia.

Fractional CTO 134

Fractional CTO Technical Review Big Data Analytics 134

CIO

JUNE 12, 2023

COBIT is an IT management framework developed by the ISACA to help businesses develop, organize, and implement strategies around information management and IT governance. COBIT 2019 was introduced to build governance strategies that are more flexible and collaborative and that address new and changing technology.

Government 141

Government Security Compliance Strategy 141

CTOvision

JULY 21, 2015

The chartered group, a task force on Resilient Military Systems, produced a report with a set of recommendations designed to improve DoD’s ability to accomplish its missions. The Task Force believes that the recommendations of this report create the basis for a strategy to address this broad and pervasive threat.

Technical Review 125

Technical Review Systems Review Weak Development Team Metrics 125

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. Recommendations include citations to source materials, empowering account teams to more effectively drive customer strategies.

Generative AI 127

Generative AI AWS Artificial Inteligence Technical Review 127

CTOvision

JANUARY 18, 2015

This popular gathering is designed to enable dialogue about business and technical strategies to leverage today’s big data platforms and applications to your advantage. Chief Information Officer, Defense Information Systems Agency. Chief Strategy Officer, Cloudera. 9:00– 9:30 AM. Technology Insights Keynote. Eddie Garcia.

Fractional CTO 113

Fractional CTO Program Management Programming Big Data 113

O'Reilly Media - Ideas

JUNE 4, 2019

Understanding Business Strategy , August 14. CISSP Certification Practice Questions and Exam Strategies , July 18. Azure Architecture: Best Practices , June 28. Microservices Architecture and Design , July 8-9. Software Architecture Foundations: Characteristics and Tradeoffs , July 18.

Course 93

Course Training Artificial Inteligence Software Review 93

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. Do they complement or compete? What is FaaS? Next Steps.

Serverless 109

Serverless Lambda AWS Systems Review 109

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

SEPTEMBER 4, 2024

The SDLC Waterfall Model Requirements Analysis: Gather and document what the system should do. System Design: Outline the architecture and design specifications. Implementation: Write and integrate the code according to the design. Testing: Evaluate the system to ensure it meets the requirements.

SDLC 105

SDLC Software Review Weak Development Team Testing 105

Openxcell

FEBRUARY 20, 2021

The design phase in SDLC plays a crucial role in the Mobile App Development industry. Here, the system is designed to satisfy the identified requirements in the previous phases. What is the Design Phase in SDLC? The Design Phase is an essential phase of the Software Development Life Cycle. Business Analyst.

SDLC 52

SDLC Technical Review UI/UX Software Review 52

Cloudera

AUGUST 11, 2021

Certainly, there is value for point products in specific use cases, but those are generally legacy systems designed for point products, and legacy systems — even if they work just fine — won’t be around forever. This is even more evident with big data. Point products aren’t likely to disappear entirely, King said.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

Tenable

OCTOBER 7, 2024

Legacy OT systems, designed for longevity and reliability, often lack modern cybersecurity controls and are particularly sensitive to disruptions. IoT devices, meanwhile, are frequently insecure by design, creating blind spots in security postures if not properly accounted for.

IoT 71

IoT Malware Compliance Internet 71

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. Unlike most traditional SQL databases, Impala eschews these exhaustive search query optimization strategies to simplify query planning.

Performance 143

Performance Resources Engineering Storage 143

AWS Machine Learning - AI

JULY 3, 2024

In this post, we explore how LLMs can be used to design marketing content for disease awareness. Marketing content is a key component in the communication strategy of HCLS companies. 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

Modus Create

SEPTEMBER 24, 2019

Lead the content audits of Sketch libraries, pattern libraries or other template systems to prioritize what material should be included in the design system and render these components into the design system.

System 15

System Sustainability Survey Architecture 15

O'Reilly Media - Ideas

JUNE 5, 2019

Understanding Business Strategy , August 14. CISSP Certification Practice Questions and Exam Strategies , July 18. Azure Architecture: Best Practices , June 28. Microservices Architecture and Design , July 8-9. Software Architecture Foundations: Characteristics and Tradeoffs , July 18.

Course 66

Course Training Artificial Inteligence Software Review 66

O'Reilly Media - Ideas

MAY 1, 2019

Managing Enterprise Data Strategies with Hadoop, Spark, and Kafka , June 25. Design and product management. From User Experience Designer to Digital Product Designer , June 5. CISSP Certification Practice Questions and Exam Strategies , June 13. Systems engineering and operations.

Course 59

Course Training Artificial Inteligence Machine Learning 59

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

Lacework

DECEMBER 7, 2022

As organizations race to out-innovate the competition, they’re making significant investments in infrastructure as a service (IaaS), platform as a service (PaaS), automated pipelines, containerized and microservice architectures, and infrastructure as code (IaC). A good compliance strategy also comes with substantial financial benefits.

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

Datavail

DECEMBER 26, 2023

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. Its decentralized architecture and robust fault-tolerant mechanisms make it an ideal choice for handling large-scale data workloads.

Scalability 57

Scalability Disaster Recovery Backup Load Balancer 57

Xebia

AUGUST 29, 2023

HPC specific resources Although most common AWS services can be used in a HPC system, AWS has a few complementary purpose Amazon FSx for Lustre Lustre is an open-source parallel distributed file system, designed for large-scale cluster computing. The column ST is showing the state.

AWS 147

AWS Performance Storage Linux 147

Agile Engine

SEPTEMBER 19, 2024

Clients can also consult our starter leads on architecture and technology when building new solutions. The presence of specialized engineers who are well-versed in large-scale systems design and machine learning methods also improves outcomes by 14%.

Company 52

Company Budget Delivery Management Survey 52

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 3.x

Open Source 58

Open Source Scalability Analytics Database Administration 58