CIO

APRIL 27, 2023

Solutions architect Solutions architects are responsible for building, developing, and implementing systems architecture within an organization, ensuring that they meet business or customer needs. They’re also charged with assessing a business’ current system architecture, and identifying solutions to improve, change, and modernize it.

Technical Review 174

Technical Review Software Review Systems Review Software Engineering 174

AWS Machine Learning - AI

APRIL 23, 2025

By using Mixtral-8x7B for abstractive summarization and title generation, alongside a BERT-based NER model for structured metadata extraction, the system significantly improves the organization and retrieval of scanned documents. The following diagram illustrates the solution architecture.

Artificial Inteligence 65

Artificial Inteligence Open Source AWS Serverless 65

Dell EMC

AUGUST 13, 2020

The Data Accelerator from Dell Technologies breaks through I/O bottlenecks that impede the performance of HPC workloads In high performance computing, big advances in system architectures are seldom made by a single company working in isolation.

System Architecture 113

System Architecture Performance Architecture System 113

CIO

AUGUST 19, 2024

The agents may collaborate with each other, other digital tools, systems, and even humans, tapping into corporate repositories to gain additional organizational knowledge. Essentially, they are self-governing and iterative, not unlike human employees. A similar approach to infrastructure can help.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215

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. However, it also supports the quality, performance, security, and governance strengths of a data warehouse. On the other hand, they don’t support transactions or enforce data quality.

Artificial Inteligence 178

Artificial Inteligence Data Artificial Intelligence Analytics 178

Netflix Tech

MARCH 28, 2025

This scenario underscored the need for a new recommender system architecture where member preference learning is centralized, enhancing accessibility and utility across different models. This approach achieves performance comparable to previous models, despite the initial foundation model requiring significant resources.

Artificial Inteligence 80

Artificial Inteligence Systems Review Training Windows 80

AWS Machine Learning - AI

APRIL 10, 2025

Frontier model builders can further enhance model performance using built-in ML tools within SageMaker HyperPod. They can use Amazon SageMaker AI with MLflow to create, manage, and track ML experiments, or use Amazon SageMaker AI with TensorBoard to visualize model architecture and address convergence issues.

Training 107

Training Artificial Inteligence Hardware Systems Review 107

OverOps

MAY 6, 2019

By breaking up an application into specialized containers designed to perform a specific task or process, microservices enable each component to operate independently. New system architectures introduce brand new skills, tools and processes that need to be learned. Transition from Monoliths. What makes Microservices hard?

Microservices 229

Microservices Weak Development Team SDLC Applications 229

Apiumhub

JULY 1, 2024

Apiumhub is proud to present the Global Software Architecture Summit 2024 , a three-day event aimed at bringing together software architecture experts from around the world and those interested in creating functional software to improve their skills, share knowledge, and connect.

Artificial Intelligence 64

Artificial Intelligence Artificial Inteligence Architecture Software Review 64

O'Reilly Media - Ideas

NOVEMBER 19, 2024

What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard system architectures for AI from the 1970s–1980s. See the Hearsay-II project , BB1 , and lots of papers by Barbara Hayes-Roth and colleagues. Does GraphRAG improve results?

Artificial Inteligence 128

Artificial Inteligence Construction Open Source Training 128

Apiumhub

FEBRUARY 17, 2020

While the term reactive architecture has been around for a long time, only relatively recently has it been recognized by the industry and hit mainstream adoption. Reactive Architecture is nothing more than the combination of reactive programming and software architectures. Reactive architecture benefits.

Architecture 52

Architecture System Architecture Load Balancer Construction 52

Hacker Earth Developers Blog

DECEMBER 23, 2024

It ensures that the assessment results are predictive of real-world job performance, making them reliable tools for hiring decisions. For tech hiring, this could mean testing for proficiency in specific programming languages, problem-solving in system architecture, or handling database queriesall aligned with the role’s demands.

Technical Review 130

Technical Review Recruiting Testing Systems Review 130

CIO

JUNE 6, 2023

“Get support from HR or bring in a coach to help you get the right atmospheric synergy to create the high-performance team you want,” she says. CIOs with a systems architectural background understand the appeal and value of composable building blocks and architectures.

Technical Review 158

Technical Review Development Team Review Systems Review Culture 158

Netflix Tech

MARCH 14, 2023

Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. In addition, we were able to perform a handful of A/B tests to validate or negate our hypotheses for tuning the search experience. It allowed us to transparently update the algo data without users knowing about it.

Media 119

Media Innovation UI/UX Machine Learning 119

Agile Engine

AUGUST 21, 2024

Leveraging a microservices-based architecture with MongoDB and Java Spring as core technologies, we’ve made the solution extremely adaptable to the increasingly fluid financial assets market. This article will outline the reasoning behind our experts’ principal architecture decisions taken to address project goals and constraints.

Technical Review 52

Technical Review Software Review Architecture Technology 52

Mobilunity

APRIL 7, 2025

Java, being one of the most versatile, secure, high-performance, and widely used programming languages in the world, enables businesses to build scalable, platform-independent applications across industries. To do so, they provide adaptable and high-performance solutions that allow businesses to grow without heavy upfront investment.

UI/UX 40

UI/UX Technical Review Development Software Review 40

Dzone - DevOps

OCTOBER 30, 2023

The Initial Need Leading to CQRS The traditional CRUD (Create, Read, Update, Delete) pattern has been a mainstay in system architectures for many years. While this approach is straightforward and intuitive, it becomes less effective as systems scale and as requirements become more complex.

Systems Review 74

Systems Review System Architecture Architecture System 74

Hacker Earth Developers Blog

OCTOBER 24, 2023

The term ‘system’ here refers to any set of interdependent modules that work together for a common purpose. Uber, Instagram, and Twitter (now X) are all examples of ‘systems’. Unlike a coding interview question, system design interviews are free-form discussions, with no right or wrong answers.

System Design 147

System Design System Recruiting Scalability 147

Xebia

DECEMBER 13, 2024

Chunking text into smaller units before embedding improves performance and enables citations. Managed Approach – Use integrated services like Vertex AI Search, which handles retrieval and answer generation, simplifying system architecture. Sparse text search can be done using: TF-IDF and BM- 25.

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Scalability 130

AWS Machine Learning - AI

SEPTEMBER 6, 2024

For example, insights from creative data (advertising analytics) using campaign performance can not only uncover which creative works best but also help you understand the reasons behind its success. The central goal is to empower customers to directly query and analyze their creative performance data through a chat interface.

Generative AI 120

Generative AI Artificial Inteligence Data AWS 120

OpenCredo

OCTOBER 15, 2020

The inherent complexity of these systems has been pushed from the monolith into multiple components composing the system architecture and infrastructure. Many systems have reached the point where it is no longer possible for a single person to fully understand its architecture and interactions.

Survey 106

Survey DevOps Continuous Delivery Study 106

Altexsoft

AUGUST 21, 2019

While the main responsibility is to take charge of the Extract, Transform, Load stage, an ETL developer performs tasks connected with data analytics, testing, and system architecture. To outline all the possible tasks an ETL developer can perform, we will cover shortly all the possible tasks: ETL process management.

Development 44

Development Software Engineering Data Engineering Architecture 44

Netflix Tech

SEPTEMBER 24, 2021

The ProRes codec family provides great editing performance and image quality. Table 1: Movie and File Size Examples Initial Architecture A simplified view of our initial cloud video processing pipeline is illustrated in the following diagram. The following table gives us an example of file sizes for 4K ProRes 422 HQ proxies.

Cloud 96

Cloud Storage Video Media 96

Xebia

JANUARY 9, 2024

Throughout development, automated daily user tests are performed to detect deviations and regression in the desired functionality. Security controls are built into the system architecture. Always secure” refers to the idea that security should not be seen as a last resort but instead integrated into the development process.

Agile 130

Agile Continuous Delivery Testing System Architecture 130

Mentormate

AUGUST 30, 2021

Architecture Patterns. Architecture patterns can influence the success of a project as well as the ability to deliver new features in the future and the degree of flexibility of the business. The architecture choice helps us optimize the work for different targets: speed of delivery, budget, flexibility, etc.

Microservices 98

Microservices SOA Architecture Scalability 98

Apiumhub

FEBRUARY 26, 2024

Visual representations of code are often more accessible and understandable than lines of text, making it easier for developers to convey ideas, discuss architectural decisions, and onboard new team members. Secondly, software visualization tools aid in communication and collaboration among team members.

Tools 80

Tools Software Software Development Analysis 80

Apiumhub

AUGUST 10, 2023

We are excited to announce that the Global Software Architecture Summit will return for its third edition: GSAS 2023. Whether you are a professional, an inspiring architect, or simply someone passionate about building software systems, GSAS is a unique opportunity to engage with leaders in the industry.

Fractional CTO 84

Fractional CTO Architecture Conference Software 84

Cloudera

FEBRUARY 1, 2024

In the fast-paced world of cloud-native products, mastering Day 2 operations is crucial for sustaining the performance and stability of Kubernetes-based platforms, such as CDP Private Cloud Data Services. Day 2 operations are akin to the housekeeping of a software system — vital for maintaining its health and stability.

Backup 82

Backup Cloud Architecture Resources 82

Altexsoft

JUNE 16, 2020

There are dozens of definitions for a software or technical architect, but in most general terms a person holding this position drives all critical decisions about the organization of the software system. This tech leader makes sure that a systems architecture used by a company supports its strategy and helps in achieving business goals.

Software Review 69

Software Review Technical Review Software CTO 69

CableLabs

FEBRUARY 27, 2023

The Mobile Broadband Standard Partnership Project ( 3GPP ) and partner organizations such as ETSI and GSMA are developing standards for defining network architecture and edge compute application architecture so that vendors can develop interoperable edge infrastructure and applications. What’s Next?

Network 98

Network VR Infrastructure Architecture 98

O'Reilly Media - Ideas

SEPTEMBER 11, 2019

Waltz is regarded as the single source of truth rather than the database, and it enables a highly reliable log-centric system architecture. Critical mechanics are defined as the mechanics most necessary to trigger in order to perform well in the game. It detects conflicting transactions before they are committed to the log.

Artificial Intelligence 11

Artificial Intelligence Artificial Inteligence Games System Architecture 11

Trigent

NOVEMBER 24, 2021

The responsibility on the technologies and architecture that connect retailers, distributors, suppliers, manufacturers, and customers is enormous. Incorporate flexibility to scale with Modern EDI system architecture. Both consumers and companies have undergone a significant evolution since the onset of the pandemic.

Systems Review 97

Systems Review System B2B Technical Review 97

Apiumhub

JULY 11, 2023

Incremental improvements: Rather than pursuing radical or disruptive changes, pragmatic innovation often involves incremental improvements to existing systems, processes, or products. It looks for ways to enhance efficiency, usability, and performance by adopting new technologies or refining existing ones. What is the right direction?

Software Development 87

Software Development Innovation Weak Development Team Software 87

Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. There are many logs and metrics, and they are all over the place.

Metrics 88

Metrics Government Lambda Systems Administration 88

Confluent

MAY 8, 2019

Kafka Connect rebalances when connectors are added/removed, and this can impact the performance of other connectors on the same cluster. His particular interests are analytics, systems architecture, performance testing and optimization. Capacity planning is easier. You can also follow him on Twitter.

DevOps 89

DevOps Analytics Windows System Architecture 89

Infinidat

JANUARY 12, 2021

Guest Blogger: Eric Burgener, Research Vice President, Infrastructure Systems, Platforms and Technologies, IDC. Primary research performed by IDC in 2019 indicates, however, that 61.2% Many enterprises have an "approved vendor" list that includes vendors they have identified as "preferred" to do business with over time.

Storage 59

Storage Enterprise Artificial Inteligence Technical Support 59

Altexsoft

APRIL 16, 2021

Later, this data can be: modified to maintain the relevance of what was stored, used by business applications to perform its functions, for example check product availability, etc. Namely, we’ll explain what functions it can perform, and how to use it for data analysis. Online Analytical Processing Architecture.

Analytics 98

Analytics Analysis Storage Business Intelligence 98