CIO

DECEMBER 2, 2024

For example: Direct costs (principal): “We’re spending 30% more on maintaining outdated systems than our competitors.” Suboptimal integration strategies are partly to blame, and on top of this, companies often don’t have security architecture that can handle both people and AI agents working on IT systems.

How To 205

How To Budget Metrics Innovation 205

CIO

FEBRUARY 4, 2025

By emphasizing immediate cost-cutting, FinOps often encourages behaviors that compromise long-term goals such as performance, availability, scalability and sustainability. The result was a compromised availability architecture. This lack of engagement results in inertia and minimal progress.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

NOVEMBER 26, 2024

It adopted a microservices architecture to decouple legacy components, allowing for incremental updates without disrupting the entire system. For example, some clients explore alternative funding models such as opex through cloud services (rather than traditional capital expensing), which spread costs over time.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

CIO

SEPTEMBER 10, 2024

More organizations than ever have adopted some sort of enterprise architecture framework, which provides important rules and structure that connect technology and the business. For example, one of the largest energy companies in the world has embraced TOGAF — to a point.

Architecture 173

Architecture Enterprise Disaster Recovery Technical Review 173

CIO

JANUARY 9, 2025

What began with chatbots and simple automation tools is developing into something far more powerful AI systems that are deeply integrated into software architectures and influence everything from backend processes to user interfaces. A striking example of this can already be seen in tools such as Adobe Photoshop. An overview.

Artificial Inteligence 192

Artificial Inteligence Software Review Software Enterprise 192

Xebia

APRIL 15, 2025

This can lead to feelings of being overwhelmed, especially when confronted with complex project architectures. While much of the tooling can be easily learned online, the real difficulty lies in understanding the coding style, architectural decisions, business logic, tests, and libraries used in the project.

Architecture 130

Architecture Study Strategy Course 130

Hacker Earth Developers Blog

DECEMBER 4, 2024

Tech roles are rarely performed in isolation. Below are some of the key challenges, with examples to illustrate their real-world implications: 1. Example: During an interview, a candidate may confidently explain their role in resolving a team conflict. Why interpersonal skills matter in tech hiring ?

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

TechCrunch

NOVEMBER 16, 2020

Hameed and Qadeer developed Deep Vision’s architecture as part of a Ph.D. “They came up with a very compelling architecture for AI that minimizes data movement within the chip,” Annavajjhala explained. In addition, its software optimizes the overall data flow inside the architecture based on the specific workload.

Weak Development Team 326

Weak Development Team Hardware Architecture Automotive 326

CIO

JANUARY 24, 2024

For example, in the construction value stream, Gilbane is increasing its investment in virtual design and construction, which creates a digital representation of a building, and can be used throughout the life cycle of a construction job, and even into ongoing facility operations. We need our architecture to help deliver on that intent.”

Architecture 178

Architecture Construction Real Estate Recruiting 178

Hacker Earth Developers Blog

DECEMBER 25, 2024

For instance, a skilled developer might not just debug code but also optimize it to improve system performance. For example, you can simulate real-world scenarios through coding challenges to assess how candidates tackle complex problems under time constraints.

Technical Review 130

Technical Review Software Review Leadership Metrics 130

CIO

FEBRUARY 4, 2025

Added up, perhaps these are among the reasons that 51% of companies have not seen an increase in performance or profitability from digital investments, according to KPMG research. They were new products, interfaces, and architectures to do the same thing we always did. Amazon reimagined commerce to become digital-first.

Business Transformation 216

Business Transformation Artificial Inteligence Enterprise Artificial Intelligence 216

CIO

MARCH 20, 2025

Accelerating modernization As an example of this transformative potential, EXL demonstrated Code Harbor , its generative AI (genAI)-powered code migration tool. Instead of performing line-by-line migrations, it analyzes and understands the business context of code, increasing efficiency. Its a driver of transformation. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. 70B-Instruct ), offer different trade-offs between performance and resource requirements. Choose Import model.

Generative AI 116

Generative AI Artificial Inteligence AWS Serverless 116

CIO

MARCH 4, 2025

McCarthy, for example, points to the announcement of Google Agentspace in December to meet some of the multifaceted management need. What is needed is a single view of all of my AI agents I am building that will give me an alert when performance is poor or there is a security concern.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

AWS Machine Learning - AI

APRIL 9, 2025

Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. For example, consider a text summarization AI assistant intended for academic research and literature review. An example is a virtual assistant for enterprise business operations.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

CIO

JANUARY 8, 2025

Examples abound of impossible projects made successful due to the unwavering commitment of the leaders and the team spirit that they brought in. So it is prudent to wait until sufficient performance feedback is received from the market, before implementing them.

Culture 167

Culture Innovation Technical Review Leadership 167

CIO

APRIL 16, 2025

Digital tools are the lifeblood of todays enterprises, but the complexity of hybrid cloud architectures, involving thousands of containers, microservices and applications, frustratesoperational leaders trying to optimize business outcomes. Leveraging an efficient, high-performance data store.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

Xebia

OCTOBER 23, 2024

Architecture Overview The accompanying diagram visually represents our infrastructure’s architecture, highlighting the relationships between key components. But to keep this example as simple as possible, we will use a built-in feature of AWS Global Accelerator that routes traffic to the healthy endpoints. subdomain-1.cloudns.ph",

AWS 130

AWS Network Software Review Lambda 130

InnovationM

FEBRUARY 13, 2025

Supervised Fine Tuning (SFT) Improving Models for Particular Scenarios The painstaking process that is the evolution of Artificial Intelligence (AI) has yielded exceptionally complex models capable of a variety of tasks, each performed with astounding efficiency. The choice depends on the base architectures suitability for the target task.

Artificial Inteligence 45

Artificial Inteligence Performance Training Metrics 45

Xebia

APRIL 17, 2025

Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy. Built-in Evaluation: Systematically assess agent performance. Take a look at the Agent Garden for some examples! ADK powers the newly announced Agentspace, Google’s research agent and Google customer support agents.

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Video 130

CIO

APRIL 17, 2025

And few guides to cloud migration offer best practices on how to perform a cloud-to-cloud migration. It may also simply be the case that a given cloud is no longer the best fit based on price, performance or data center locations, prompting an organization to move to an alternative public cloud platform.

Cloud 109

Cloud AWS Data Center Azure 109

The Crazy Programmer

AUGUST 14, 2021

There is no definitive answer, but there might be some insight to glean from exploring performance, speed, and popularity. For starters: Performance (how long it takes for your application’s code to execute), Speed (how long does it take you to get something running on your browser?), So what can we do about it? Layered modulus.

Trends 363

Trends MVC Performance Open Source 363

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 111

Generative AI Lambda Applications AWS 111

Xebia

OCTOBER 25, 2024

Plus, when you have a practical example, it’s also easier to explain to my wife and friends. This allows you to use a Lambda function to use business logic to decide whether the call can be performed. Conclusion Real-world examples help illustrate our options for serverless technology. But some steps can be automated!

Serverless 130

Serverless Technical Review Lambda AWS 130

CIO

MARCH 26, 2025

For example, in the online job market, optimizing search algorithms and AI-driven candidate-job matching directly impacts user engagement and revenue. A high-performing database architecture can significantly improve user retention and lead generation.

Real Estate 155

Real Estate Leadership Study Technology 155

AWS Machine Learning - AI

MARCH 14, 2025

This capability enables Anthropics Claude models to identify whats on a screen, understand the context of UI elements, and recognize actions that should be performed such as clicking buttons, typing text, scrolling, and navigating between applications. The output is given back to the Amazon Bedrock agent for further processing.

AWS 118

AWS Generative AI Linux Groups 118

AWS Machine Learning - AI

JANUARY 22, 2025

Security and compliance regulations require that security teams audit the actions performed by systems administrators using privileged credentials. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 97

Generative AI Video Analysis Technical Review 97

AWS Machine Learning - AI

OCTOBER 29, 2024

We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 96

Generative AI Applications AWS Knowledge Base 96

CIO

SEPTEMBER 17, 2024

CIOs often have a love-hate relationship with enterprise architecture. In the State of Enterprise Architecture 2023 , only 26% of respondents fully agreed that their enterprise architecture practice delivered strategic benefits, including improved agility, innovation opportunities, improved customer experiences, and faster time to market.

Agile 218

Agile Enterprise CTO Coach Technical Review 218

AWS Machine Learning - AI

NOVEMBER 27, 2024

To maximize performance and optimize training, organizations frequently need to employ advanced distributed training strategies. In a transformer architecture, such layers are the embedding layers and the multilayer perceptron (MLP) layers. and prior Llama models) and Mistral model architectures for context parallelism.

Training 93

Training Artificial Inteligence AWS Machine Learning 93

AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. Take Retrieval Augmented Generation (RAG) as an example. The component groups are as follows.

Generative AI 99

Generative AI AWS Artificial Inteligence Enterprise 99

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 97

Generative AI CTO Coach AWS Artificial Inteligence 97

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. These AI agents have demonstrated remarkable versatility, being able to perform tasks ranging from creative writing and code generation to data analysis and decision support.

Artificial Inteligence 84

Artificial Inteligence Lambda Travel Generative AI 84

TechCrunch

DECEMBER 17, 2021

Powered by machine learning, cove.tool is designed to give architects, engineers and contractors a way to measure a wide range of building performance metrics while reducing construction cost. Ahuja said the company’s core competitors are consultants that are performing similar work manually.

Sustainability 253

Sustainability Construction Tools Artificial Inteligence 253

Xebia

MARCH 13, 2025

You may, for example, want to know what values it can take. Please have a look at this blog post on machine learning serving architectures if you do not know the difference. In this example you serve the model online. Below diagram shows an example where multiple services consume a model.

Training 130

Training Artificial Inteligence Machine Learning Data 130

Cloudera

JANUARY 7, 2025

Image: The Importance of Hybrid and Multi-Cloud Strategy Key benefits of a hybrid and multi-cloud approach include: Flexible Workload Deployment: The ability to place workloads in environments that best meet performance needs and regulatory requirements allows organizations to optimize operations while maintaining compliance.

Cloud 82

Cloud Data Scalability Compliance 82