AWS Machine Learning - AI

APRIL 10, 2025

Once a failure occurs, time (idle GPUs) is spent on detecting (MTD), replacing (MTT Replace), and continuing (MTR Restart) a training run, often wasting time and expensive resources. Summary Training frontier models is a complex, resource-intensive process that is particularly vulnerable to hardware failures.

Training 113

Training Artificial Inteligence Hardware Systems Review 113

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.

Artificial Inteligence 177

Artificial Inteligence Data Artificial Intelligence Analytics 177

CIO

NOVEMBER 13, 2023

Transformational leaders must ensure their organization has the resources and expertise to execute its digital transformation plans effectively. Digital transformation is about envisioning new ways of doing business, reimagining business processes, transforming business/systems architecture, and changing an organization’s culture.

Technical Review 215

Technical Review Weak Development Team Systems Review Culture 215

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

TechCrunch

APRIL 13, 2021

SambaNova’s opportunity, Liang believes, lies in selling software-based AI systems to enterprises that are keen to adopt more AI into their business, but might lack the talent and other resources to do so if it requires running and maintaining large systems. “The market right now has a lot of interest in AI.

Enterprise 248

Enterprise Software Cloud Artificial Intelligence 248

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Researchers at Google claim this method outperforms other GraphRAG approaches while needing less compute resources, by using GNNs to re-rank the most relevant chunks presented to the LLM. See the excellent talk “ Systems That Learn and Reason ” by Frank van Harmelen for more exploration about hybrid AI trends.

Artificial Inteligence 128

Artificial Inteligence Construction Open Source Training 128

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 85

Artificial Inteligence Systems Review Training Windows 85

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. Thanks to sharing the expensive resources (i.e.,

Architecture 52

Architecture System Architecture Load Balancer Construction 52

CIO

OCTOBER 26, 2023

An even greater reason given was the desire to consolidate systems architecture and reduce the number of “point solutions” – which 80% of respondents cited as a consolidation driver – while 69% of respondents cited finance driven cost-cutting.

Technical Review 192

Technical Review Artificial Inteligence Sustainability Survey 192

CIO

AUGUST 7, 2023

But if yours is, the truly game-changing benefit of cloud computing comes from jettisoning the ponderous pace and long-term capital commitments of on-prem computing in favor of resources that can be provisioned in seconds and abandoned at will. You may spend even more.

Cloud 148

Cloud Agile Infrastructure Data Center 148

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

Apiumhub

JUNE 22, 2022

We are delighted to announce the release of our new book “ Software Architecture Metrics: Case Studies to Improve the Quality of Your Architecture ”. Global Software Architecture Summit for meeting all these software architects, who push me forward and who generate interesting discussions. ” How did it all started?

Case Study 52

Case Study Architecture Software Review Technical Cofounder 52

Xebia

JANUARY 9, 2024

Business owners have invested time and resources in new ways of working and are keen to see the results. Security controls are built into the system architecture. But one thing keeps you up at night: why does it still take so long for those products to launch? Additionally, IT managers want to keep IT risk low and control costs.

Agile 130

Agile Continuous Delivery Testing System Architecture 130

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

High Scalability

JUNE 18, 2018

In this article, we’ll understand what consistent hashing is all about and why it is an essential tool in scalable distributed system architectures. We also ensured that this resource storing strategy also made information retrieval more efficient and thus made programs run faster.

System Architecture 68

System Architecture Scalability Programming Architecture 68

Mobilunity

APRIL 7, 2025

This language has proven itself an ideal fit for growth-oriented cost optimization strategies due to its platform independence, enterprise-grade scalability, open-source ecosystem, and strong support for cloud-native architectures. Java-focused developers are well-equipped to address this challenge.

UI/UX 40

UI/UX Technical Review Development Software Review 40

Apiumhub

JULY 11, 2023

Higher costs and time investment: Developing innovative solutions may require more resources, research, and experimentation, leading to increased costs and longer development cycles. It often depends on the context, such as the industry, target audience, project goals, and available resources.

Software Development 87

Software Development Innovation Weak Development Team Software 87

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

Netflix Tech

SEPTEMBER 24, 2021

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. Lastly, the packager kicks in, adding a system layer to the asset, making it ready to be consumed by the clients.

Cloud 97

Cloud Storage Video Media 97

Altexsoft

MAY 21, 2021

FHIR (Fast Healthcare Interoperability Resources) is a standard for healthcare data exchange created to drive clinical interoperability. FHIR specifications are free to use and employ technologies and web standards commonly used in other industries, specifically the REST architectural style of API. FHIR resources. Source: HL7.

Technical Review 72

Technical Review Healthcare Weak Development Team Resources 72

Cloudera

FEBRUARY 1, 2024

Day 0 — Design and Preparation: Focuses on designing and preparing for your installation, including gathering requirements, planning architecture, allocating resources, setting up network and security, and documentation creation. Resource allocation: determine the hardware and cloud resources required for the installation.

Backup 82

Backup Cloud Architecture Resources 82

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

Perficient

MARCH 28, 2024

Introduction TOGAF, which stands for The Open Group Architecture Framework, is a widely recognized enterprise architecture framework used by leading businesses globally. TOGAF is an enterprise architecture standard that offers a high-level framework for managing enterprise software development.

Architecture 52

Architecture System Architecture Government Enterprise 52

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. Each has their own stacked layers of enabling technologies, from operating systems to containers to resources.

Metrics 88

Metrics Government Lambda Systems Administration 88

AWS Machine Learning - AI

NOVEMBER 24, 2023

In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources. Manual translation and adaptation of product descriptions for each market consumes time and resources.

eCommerce 117

eCommerce Generative AI Lambda AWS 117

Mentormate

FEBRUARY 2, 2021

There’s no need to spend the time and resources developing one from the ground up just for your business. There are tons of excellent content management systems that exist. Using this architecture, we guaranteed a pixel-perfect match with the design of the marketing site’s overview, blog, and FAQ with that of the mentorship platform.

Architecture 98

Architecture IoT System Mobile 98

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

Kentik

APRIL 16, 2023

At scale, and primarily when carried out in cloud and hybrid-cloud environments, these distributed, service-oriented architectures and deployment strategies create a complexity that can buckle the most experienced network professionals when things go wrong, costs need to be explained, or optimizations need to be made.

Network 64

Network Applications Development Load Balancer 64

Apiumhub

MARCH 9, 2023

Nonetheless, companies still must find resources to contend with economic uncertainty, talent shortages, and complex regulatory requirements, which can be challenging. Software outsourcing facts According to Fortunly, freeing up resources to focus on core business is the most widely cited reason for outsourcing IT functions, at 49%.

Software Review 77

Software Review Technical Review Software Software Development 77

Confluent

MAY 8, 2019

Kafka Connect is used for building event streaming data pipelines between upstream and downstream systems with Kafka, and KSQL is used for building stream processing applications declared in a SQL-like language. People will have multiple clusters of these for various reasons, including: Resource isolation. Capacity planning is easier.

DevOps 89

DevOps Analytics Windows System Architecture 89

CircleCI

SEPTEMBER 22, 2021

If you need resilient, resource-conserving systems with rapid delivery, it is time to design a distributed system. To successfully architect a heterogeneous, secure, fault-tolerant, and efficient distributed system, you need conscientiousness and some level of experience. A brief history of software architecture.

Systems Review 59

Systems Review System Microservices SOA 59

Altexsoft

APRIL 16, 2021

The more data is inquired, the more problematic and resource-intensive it is for OLTP. But if we need to query something like “compare sales of a given item in the 3rd quarter for the last three years in the US” — the relational database will require enormous resources. Online Analytical Processing Architecture. Data extraction.

Analytics 98

Analytics Analysis Storage Business Intelligence 98

Netflix Tech

AUGUST 24, 2022

Working within the time budget introduces an extra resource constraint for the recommender system. It is similar to many other decision problems (for e.g. in economics and operations research) where the entity making the decision has to find tradeoffs in the face of finite resources and multiple (possibly conflicting) objectives.

Budget 75

Budget Construction Policies Comparison 75

Openxcell

DECEMBER 9, 2020

It also includes defining the resources required to build the project. SRS is a reference for product architects to come up with the best architecture for the product to be developed. You must clearly define all the proposed architecture modules’ internal design, taking care of DDS’s minor details.

SDLC 94

SDLC Software Development Software Review Weak Development Team 94

Infinidat

JANUARY 12, 2021

Skills shortages may limit the time needed to training on new equipment, another factor when considering changing storage systems. Relationships develop between field technical resources, technical support, and sales that can help enterprises better achieve their business goals.

Storage 59

Storage Enterprise Artificial Inteligence Technical Support 59

Atomic Spin

JUNE 18, 2019

From requirements to systems architecture to design, you’re creating documentation at every step of the process. Architecture diagrams Visual diagrams are useful to provide an overview of how all the pieces will fit together. They can also be useful resources to onboard new team members.

Agile 52

Agile Architecture System Architecture Software Development 52

Hacker Earth Developers Blog

JUNE 26, 2020

What are some of those key design and architecture philosophies that engineers at Netflix follow to handle such a scale in terms of network acceleration, as well as content delivery? And for me, the big part of the success of growth was actually a step above the pure engineering architecture. Makes sense.

Internet 154

Internet Engineering Architecture Network 154