CIO

MARCH 31, 2025

Core challenges for sovereign AI Resource constraints Developing and maintaining sovereign AI systems requires significant investments in infrastructure, including hardware (e.g., Many countries face challenges in acquiring or developing the necessary resources, particularly hardware and energy to support AI capabilities.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

The Crazy Programmer

JULY 14, 2024

When you are planning to build your network, there is a possibility you may come across two terms “Network Architecture and Application Architecture.” In today’s blog, we will look at the difference between network architecture and application architecture in complete detail.

Architecture 100

Architecture Network Applications Scalability 100

CIO

APRIL 1, 2024

And if the Blackwell specs on paper hold up in reality, the new GPU gives Nvidia AI-focused performance that its competitors can’t match, says Alvin Nguyen, a senior analyst of enterprise architecture at Forrester Research. You can have effective basic performance, but you still have that long-term scalability issue,” he says.

Hardware 147

Hardware Artificial Inteligence Off-The-Shelf Generative AI 147

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 132

Generative AI Artificial Inteligence AWS Serverless 132

CIO

JANUARY 20, 2023

Some are relying on outmoded legacy hardware systems. Most have been so drawn to the excitement of AI software tools that they missed out on selecting the right hardware. 2] Foundational considerations include compute power, memory architecture as well as data processing, storage, and security.

Analytics 205

Analytics Artificial Inteligence Artificial Intelligence Hardware 205

CIO

JUNE 18, 2024

This configuration ensures a resilient and scalable infrastructure, capable of meeting the computational workload demands of real-time processing and decision-making but also providing the flexibility to adapt to evolving environments and more complex tasks. Learn how Lenovo unlocks the power for AI for enterprises.

Artificial Inteligence 166

Artificial Inteligence Storage Artificial Intelligence Hardware 166

TechCrunch

FEBRUARY 3, 2022

Aptiv comes on as a strategic investor at a time when the company is working on accelerating the transition to the software-defined car by offering a complete stack to automakers, one that includes high-performance hardware, cloud connectivity and a software architecture that is open, scalable and containerized. .

Software 211

Software Automotive Architecture Hardware 211

TechCrunch

FEBRUARY 6, 2023

The promise of lower hardware costs has spurred startups to migrate services to the cloud, but many teams were unsure how to do this efficiently or cost-effectively. These companies are worried about the future of their cloud infrastructure in terms of security, scalability and maintainability.

Infrastructure 246

Infrastructure Cloud Minimum Viable Product Weak Development Team 246

TechCrunch

AUGUST 16, 2022

“It became clear that today’s data needs are incompatible with yesterday’s data center architecture. And in the realm of startups, Blueshift Memory and Speedata are creating hardware that they say can perform analytics tasks significantly faster than standard processors. Image Credits: Pliops.

Data Center 208

Data Center Analytics Weak Development Team Data 208

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrocks broad choice of FMs from leading AI companies, along with its scalability and security features, made it an ideal solution for MaestroQA. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

Cloudera

MAY 3, 2021

Cloudera sees success in terms of two very simple outputs or results – building enterprise agility and enterprise scalability. In the last five years, there has been a meaningful investment in both Edge hardware compute power and software analytical capabilities. Let’s start at the place where much of Industry’s 4.0

Scalability 103

Scalability Agile Data Systems Review 103

AWS Machine Learning - AI

MARCH 13, 2025

Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

Artificial Inteligence 107

Artificial Inteligence AWS Machine Learning Load Balancer 107

Ooda Loop

APRIL 24, 2025

Specializing in superconducting quantum hardware, OQC aims to deliver enterprise-ready quantum solutions through its Quantum Computing as a Service (QCaaS) model. Oxford Quantum Circuits (OQC) is a UK-based quantum computing company founded in 2017 as a spin-out from the University of Oxford.

3D 52

3D Hardware Scalability Architecture 52

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

Dzone - DevOps

JANUARY 20, 2023

Having a distributed and scalable graph database system is highly sought after in many enterprise scenarios. Do Not Be Misled Designing and implementing a scalable graph database system has never been a trivial task.

Scalability 75

Scalability Fashion Architecture Hardware 75

TechCrunch

APRIL 13, 2021

SambaNova — a startup building AI hardware and integrated systems that run on it that only officially came out of three years in stealth last December — is announcing a huge round of funding today to take its business out into the world.

Enterprise 248

Enterprise Software Cloud Artificial Intelligence 248

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation.

Case Study 119

Case Study Video Training Scalability 119

CIO

OCTOBER 3, 2024

There are very few platforms out there that can offer hardware-assisted AI. Huge savings in hardware — particularly on GPUs — is another. However, it would depend on the AI strategy, scalability requirements, and the diversity of the AI workloads anticipated.

Artificial Inteligence 210

Artificial Inteligence Generative AI Machine Learning Enterprise 210

AWS Machine Learning - AI

APRIL 16, 2025

This challenge is further compounded by concerns over scalability and cost-effectiveness. Fine-tuning LLMs is prohibitively expensive due to the hardware requirements and the costs associated with hosting separate instances for different tasks. The following diagram is the solution architecture.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

Perficient

APRIL 23, 2025

Lets dive into the concept of headless architecture, its benefits, and why Sitecore is leading the charge in this space. In many ways, the originator of headless architecture is Jamstack – which stands for JavaScript, APIs, and Markup. But what does it really mean, and why should you care? What is Headless?

Architecture 52

Architecture Scalability Mobile Web Development 52

AWS Machine Learning - AI

DECEMBER 2, 2024

It addresses a critical bottleneck in the deployment process, empowering organizations to build more responsive, cost-effective, and scalable AI systems. The Triton architecture enables efficient model serving through features like multi-framework support, optimized GPU utilization, and flexible model management.

Generative AI 107

Generative AI Artificial Inteligence Machine Learning AWS 107

CIO

JUNE 19, 2024

Those highly scalable platforms are typically designed to optimize developer productivity, leverage economies of scale to lower costs, improve reliability, and accelerate software delivery. They may also ensure consistency in terms of processes, architecture, security, and technical governance.

Weak Development Team 208

Weak Development Team Engineering UI/UX Software Development 208

Cloudera

JANUARY 21, 2022

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. Security Architecture Improvements. Logical Architecture. Logical Architecture. Apache Atlas.

Architecture 112

Architecture Data Authentication Policies 112

CIO

OCTOBER 20, 2023

Dell APEX also features a comprehensive full-stack as-a-Service portfolio to bring the agility, scalability, and rapid deployment of infrastructure, platform, and solutions as services, with its pay-per-use subscriptions an ideal way to enhance cost management and optimise CAPEX for businesses.

Cloud 192

Cloud Disaster Recovery Agile Infrastructure 192

AWS Machine Learning - AI

MARCH 11, 2025

DeepSeek-R1 uses a Mixture of Experts (MoE) architecture and is 671 billion parameters in size. The MoE architecture allows activation of 37 billion parameters, enabling efficient inference by routing queries to the most relevant expert clusters. We didnt try to optimize the performance for each model/hardware/use case combination.

Artificial Inteligence 77

Artificial Inteligence AWS Generative AI Metrics 77

CIO

JANUARY 6, 2023

But 86% of technology managers also said that it’s challenging to find skilled professionals in software and applications development, technology process automation, and cloud architecture and operations. Companies will have to be more competitive than ever to land the right talent in these high-demand areas.

LAN 215

LAN Systems Administration How To Software Engineering 215

TechEmpower CTO

AUGUST 21, 2023

This part of the report can go deep on how your software stacks up with respect to feature delivery, security, reliability, and scalability. Architecture Review We meet with your tech team to review the overall architecture of your systems and applications. We keep these pain points at top of mind throughout the review.

Technical Review 260

Technical Review Software Review Development Team Review Systems Review 260

CIO

JANUARY 9, 2023

In each case, they are taking strategic advantage of data generated at the edge, using artificial intelligence and cloud architecture. Those using a turnkey, scalable BOaaS platform are quickly able to manage an entire AI and IoT ecosystem from one dashboard, across the cloud, edge and far edge. [4]

Company 189

Company IoT Technical Review Data 189

CIO

OCTOBER 23, 2023

With the paradigm shift from the on-premises data center to a decentralized edge infrastructure, companies are on a journey to build more flexible, scalable, distributed IT architectures, and they need experienced technology partners to support the transition.

Sustainability 189

Sustainability Data Center Technical Review Energy 189

TechCrunch

FEBRUARY 23, 2021

Plume also works with a number of big and less well-known hardware makers that design the routing devices and the processors and related software that power them. This essentially allows service providers to build their own services on top of Plume’s mesh architecture.

Network 229

Network Architecture Cloud Open Source 229

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 172

Technical Review Software Review Systems Review Software Engineering 172

CIO

MARCH 9, 2022

Newer data lakes are highly scalable and can ingest structured and semi-structured data along with unstructured data like text, images, video, and audio. 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.

Artificial Inteligence 177

Artificial Inteligence Data Artificial Intelligence Analytics 177

Cloudera

JULY 15, 2021

The release of Cloudera Data Platform (CDP) Private Cloud Base edition provides customers with a next generation hybrid cloud architecture. This unified distribution is a scalable and customizable platform where you can securely run many types of workloads. Full details for hardware requirements are described in the release guide.

Architecture 102

Architecture Cloud Data Technical Advisors 102

CIO

JUNE 24, 2024

Claus Torp Jensen , formerly CTO and Head of Architecture at CVS Health and Aetna, agreed that ransomware is a top concern. “At Second, implementing a zero trust architecture mandates verification for every access request, drastically minimizing the attack surface. At the top of the cybersecurity risk chart is ransomware attacks.

Strategy 166

Strategy Data Disaster Recovery Artificial Intelligence 166

CIO

AUGUST 8, 2024

This involves assessing the hardware, software, network, bandwidth, and efficiency of the IT stack. Other expertise requirements, particularly for organizations moving from on-premises infrastructure to the cloud, may include code assessment and application architecture design.

Technical Review 162

Technical Review Strategy Software Review Weak Development Team 162

Dzone - DevOps

JANUARY 24, 2024

Distributed computing provides many benefits, such as: Scalability utilizing a "scale-out architecture" Enhanced performance leveraging parallelism Increased resilience by employing redundancy Cost-effectiveness by utilizing low-cost, commodity hardware There are two main advantages of distributed computing:

Hardware 103

Hardware Scalability Architecture Network 103

The Crazy Programmer

MAY 19, 2022

After all, cloud computing makes SaaS products cost-efficient, scalable, and reliable. Here are some key benefits of SaaS applications: There is no need to buy expensive hardware, which makes it very cost-efficient. SaaS applications can be upgraded or even downgraded, making SaaS applications scalable. Final Takeaway.

Scalability 162

Scalability PHP Research Applications 162