Xebia

AUGUST 9, 2023

Table of Contents What is Machine Learning System Design? Design Process Clarify requirements Frame problem as an ML task Identify data sources and their availability Model development Serve predictions Observability Iterate on your design What is Machine Learning System Design?

System Design 130

System Design Systems Review System Machine Learning 130

Hacker Earth Developers Blog

JUNE 7, 2020

System design interviews are an integral part of tech hiring and are conducted later in the interview process. System design interviews help you assess a candidate’s ability to design complex systems and understand their thought process for creating real-world products. What are system design interviews? .

System Design 130

System Design System AWS Architecture 130

Hacker Earth Developers Blog

JUNE 7, 2020

System design interviews are an integral part of a tech hiring process and are conducted later in the interview process. System design interviews are for assessing a candidate’s ability to design complex systems and understand their thought process for creating real-world products. to FaceCode.

System Design 130

System Design System AWS Architecture 130

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

NOVEMBER 26, 2024

For instance, Capital One successfully transitioned from mainframe systems to a cloud-first strategy by gradually migrating critical applications to Amazon Web Services (AWS). It adopted a microservices architecture to decouple legacy components, allowing for incremental updates without disrupting the entire system.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

Xebia

JUNE 20, 2022

Some companies ignore architects in their transformation, some will upskill their architects, and some will make the DevOps teams responsible for the architecture. A core problem we see is that those responsible for the transformation have little experience dealing with architecture in an agile way.

Coaching 130

Coaching Architecture Agile Weak Development Team 130

James Shore

JULY 6, 2022

But what about the components that make up a deployed system? Those components and interactions form your system architecture. Evolutionary System Architecture. ?? Discussion prompts: How have you seen teams approach designing system architecture? Reading: ?? About the Book Club.

System Architecture 111

System Architecture Architecture Agile System 111

Scott Berkun

JUNE 3, 2020

Dewan offers that “ even an institution that wants to change itself can’t overcome it’s architecture.” A new policy is created (or a police chief who believes in reform is hired). And… nothing changes. ” There are often just too many powerful or slow moving forces that work against change happening.

System Design 129

System Design Systems Review System Culture 129

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 117

Artificial Inteligence AWS Architecture Generative AI 117

InfoQ Culture Methods

NOVEMBER 11, 2021

An organisation designed using open sociotechnical systems theory will be a more humane one where people are more engaged. The amazing progress made in technology has led to blindly following the technical imperative at the cost of the social and human dimension.

System Design 144

System Design System Software Development Software 144

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 109

Knowledge Base Generative AI Technical Review Lambda 109

TechCrunch

SEPTEMBER 20, 2022

And Nvidia’s Jetson lineup of system-on-modules is expanding with Jetson Orin Nano, a system designed for low-powered robots. Isaac Sim, which launched in open beta last June, allows designers to simulate robots interacting with mockups of the real world (think digital re-creations of warehouses and factory floors).

Development 243

Development Systems Review Hardware Comparison 243

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. Agentic AI architecture Agentic AI architecture is a shift in process automation through autonomous agents towards the capabilities of AI, with the purpose of imitating cognitive abilities and enhancing the actions of traditional autonomous agents.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

Palo Alto Networks

NOVEMBER 21, 2024

But… Ransomware Efficacy Hangs in the Balance as Organizations Enhance Resilience We anticipate a shift in the effectiveness of ransomware demands as organizations increasingly focus on enhancing disaster recovery capabilities, leveraging cloud-based redundancies and investing in resilient architectures.

Fractional VPE 120

Fractional VPE Disaster Recovery Software Review Fractional CTO 120

Strategic Tech

SEPTEMBER 30, 2020

I’ve heard the opinion from many technical leaders that it is reasonable to expect a new hire to take upto 6 months to learn about the code, the domain, and the architecture before they become fully productive. I believe that self-documenting architecture would dramatically reduce one of the big costs in software development.

Architecture 75

Architecture Software Review Technical Review Weak Development Team 75

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 93

Healthcare Scalability Artificial Inteligence Artificial Intelligence 93

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.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

The Crazy Programmer

SEPTEMBER 28, 2022

David’s main areas of investigation are as under: Parallel computing Computer architecture Distributed computing Workload Embedded system. Books written by David on computer architecture are extensively used in computer science education. 99% of all new chips use RISC architecture since 2018. Final Words.

Software Engineering 173

Software Engineering Architecture Storage Education 173

CIO

NOVEMBER 22, 2022

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. To compete in the future, retailers will have to create architectures that rethink the entire flow of data through their systems.

Retail 217

Retail Minimum Viable Product Architecture Artificial Inteligence 217

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

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 101

Generative AI Technical Review Insurance Policies 101

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. On the other hand, they don’t support transactions or enforce data quality.

Data 178

Data Artificial Inteligence Artificial Intelligence Analytics 178

Crunchbase News

APRIL 16, 2025

This led to the rise of software infrastructure companies providing technologies such as database systems, networking infrastructure, security solutions and enterprise-grade storage. We can see a highly similar pattern shaping up today when we examine the progress of AI adoption.

Internet 63

Internet Infrastructure DevOps Storage 63

CodeSignal

MAY 14, 2020

Join CodeSignal CEO Tigran Sloyan and Co-Founder Sophia Baik in Data-Drive Recruiting Episode #40 as they discuss how to conduct an effective system design interview with a virtual whiteboard. Because a candidate is asked to draw the design on a whiteboard, it’s also widely known as a whiteboarding interview. more below).

System Design 52

System Design Virtualization System How To 52

Data Virtualization

DECEMBER 16, 2021

Reading Time: 4 minutes Software systems designers often structure their thinking around the underlying functional and data/information components of their desired applications. This approach—analogous to the scientific method of breaking a system into its smallest sub-parts in order to understand how it works—forms the.

Architecture 59

Architecture Data System Design Virtualization 59

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

Dataiku

OCTOBER 27, 2020

Data architecture is a pivotal element of Enterprise AI. According to Gartner , “Data architecture is returning with vengeance as recent cloud practices have begun to encounter the systems design, data management, and application portfolio issues reminiscent of the 1990s.

Architecture 105

Architecture System Design Agile Government 105

The Programmer's Paradox

FEBRUARY 15, 2019

Anyone involved in running, using or administrating a system is a user, and not all users are end-users. These groups draw architectural lines within the system. The collection of these requirements will dictate the hardware, the architecture and any dependant technologies. Do they need access to it quickly?

System Design 49

System Design System Weak Development Team Architecture 49

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

Data Virtualization

DECEMBER 16, 2021

Reading Time: 4 minutes Software systems designers often structure their thinking around the underlying functional and data/information components of their desired applications. This approach—analogous to the scientific method of breaking a system into its smallest sub-parts in order to understand how it works—forms the.

Architecture 52

Architecture Data System Design Virtualization 52

Lacework

NOVEMBER 1, 2023

This article addresses privacy in the context of hosting data and considers how privacy by design can be incorporated into the data architecture. This is how Lacework puts customers first — by ensuring protection and control of customer data is at the core of our technology and data architecture design.

System Design 52

System Design Systems Review System Data 52

Lacework

OCTOBER 31, 2023

This article addresses privacy in the context of hosting data and considers how privacy by design can be incorporated into the data architecture.

System Design 52

System Design System Data Architecture 52

Erik Bernhardsson

AUGUST 28, 2017

Rule of 3 as applied to architecture. The same reasoning applies to system design but with a very different conclusion. When you build a new system from scratch, and you have no idea about how it’s eventually going to be used, don’t get too attached to assumptions.

Software Engineering 175

Software Engineering Engineering Software Banking 175

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

TechCrunch

APRIL 5, 2022

Together at MIT, Marzoev and Gjengset spearheaded an open source project called Noria, a streaming data-flow system designed to act as a fast storage backend for web apps. “This has resulted in a heavy burden placed on engineering teams struggling to make do with overly complex caching and/or database sharding architectures.

Enterprise 182

Enterprise Data Storage Open Source 182

CTOvision

SEPTEMBER 30, 2015

For the first time the OpenHPEC Accelerator Suite provides proven and robust development tools from the Commercial HPC market to COTS system integrators, designing highly scalable supercomputer-class High performance Embedded Computing (HPEC) system solutions.

Hardware 101

Hardware System Design Scalability Software 101

CTOvision

OCTOBER 10, 2014

Architecting smartly and choosing systems designed with integration in mind are key. Architecture' Architect in ways that enhance integration of data. Build your solution to scale. Old RDBMS approaches do not work on this class of computer science problems. Are these thoughts consistent with your modernization plans?

Malware 104

Malware Architecture System Design Enterprise 104