Hacker Earth Developers Blog

JANUARY 31, 2020

He is extremely passionate about open source and open science and is on a mission to make high-quality ML methods and applications that are easily applicable and available for everyone. Furthermore, he has authored Neural Network Architectures for Artificial Intelligence. Follow @AndrewYNg. Turing Award. Hilary Mason.

Artificial Inteligence 362

Artificial Inteligence Machine Learning Artificial Intelligence Technical Advisors 362

Hacker Earth Developers Blog

JANUARY 31, 2020

He is extremely passionate about open source and open science and is on a mission to make high-quality ML methods and applications that are easily applicable and available for everyone. Furthermore, he has authored Neural Network Architectures for Artificial Intelligence. Follow @AndrewYNg. Turing Award. Hilary Mason.

Artificial Inteligence 362

Artificial Inteligence Machine Learning Artificial Intelligence Technical Advisors 362

TechCrunch

MARCH 29, 2023

In the latest development, Hygraph , a startup out of Berlin that has built a platform around a new, “federated” approach to content management — think: many sources of data and many endpoints for using it, and using composable architecture, orchestrating all of it from a single platform — has raised $30 million.

Media 242

Media Architecture Open Source System 242

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. The frontend is built on Cloudscape , an open source design system for the cloud.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 124

Architecture Data Security Technical Review 124

AWS Machine Learning - AI

NOVEMBER 15, 2024

The information exists in various formats such as Word documents, ASPX pages, PDFs, Excel spreadsheets, and PowerPoint presentations that were previously difficult to systematically search and analyze. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Erik Bernhardsson

DECEMBER 4, 2016

For Git, this plot looks like this: Even after 10 years, 40% of lines of code is still present! Let’s look at a broader range of (somewhat randomly selected) open source projects: It looks like Git is somewhat of an outlier here. Is the architecture basically not as “linear” and consistent? years later. Moar repos.

Linux 241

Linux Open Source Scalability Architecture 241

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Cloudera

DECEMBER 17, 2024

Traditional data architectures struggle to handle these workloads, and without a robust, scalable hybrid data platform, the risk of falling behind is real. As more data is processed, carriers increasingly need to adopt hybrid cloud architectures to balance different workload demands. The first two reasons are cost and scale.

Enterprise 62

Enterprise Data Scalability Telecommunications 62

Honeycomb

NOVEMBER 19, 2024

The falling cost of storage, bandwidth, and compute has made these technologies viable as commodity SaaS platforms, at the same time as the skyrocketing complexity of systems due to microservices, decoupled architecture patterns has made them mandatory. DuckDB is now available in the open-source realm.

Software Review 133

Software Review Weak Development Team Metrics Technical Review 133

AWS Machine Learning - AI

MARCH 3, 2025

The device further processes this response, including text-to-speech (TTS) conversion for voice agents, before presenting it to the user. This guide demonstrates how to deploy an open source FM from Hugging Face on Amazon Elastic Compute Cloud (Amazon EC2) instances across three locations: a commercial AWS Region and two AWS Local Zones.

AWS 82

AWS Artificial Inteligence Technical Review Systems Review 82

O'Reilly Media - Ideas

MARCH 4, 2025

Codename Goose is a new open source framework for developing agentic AI applications. It uses Anthropics Model Context Protocol for communicating with systems that have data, and can discover new data sources on the fly. OCR4all provides free and open source optical character recognition software. 14B-Instruct-1M.

Artificial Inteligence 61

Artificial Inteligence Trends Open Source Linux 61

Cloudera

AUGUST 9, 2022

The truth is, the future of data architecture is all about hybrid. For every business, these past few years have presented unforeseen challenges, and traditional data architectures have fallen short of providing the ease and agility that users across an organization need. Modern data architectures usher in a new decade for data.

Architecture 92

Architecture Strategy Data Open Source 92

AWS Machine Learning - AI

APRIL 16, 2025

However, using generative AI models in enterprise environments presents unique challenges. A solution for this is provided by an open source software tool called LoRAX that provides weight-swapping mechanisms for inference toward serving multiple variants of a base FM. The following diagram is the solution architecture.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

CIO

FEBRUARY 25, 2025

Unlike a single product or vendor-driven solution, private AI is an architectural strategya way of thinkingthat brings substantial advantages in cost, control, and flexibility. For organizations mindful of costs, concerned about data control, or cautious about AI hype, on-premises AI presents a practical way forward.

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Artificial Inteligence Artificial Intelligence Hardware Cloud 78

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

AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance.

Insurance 108

Insurance AWS eCommerce Software Review 108

TechCrunch

FEBRUARY 6, 2023

Steinberger promises that Magic will be able to do the same — and more — thanks to a “new neural network architecture that can read 100x more lines of code than Transformers.”

Software Review 245

Software Review Artificial Inteligence Technical Review Software Engineering 245

O'Reilly Media - Ideas

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Architecture 98

Architecture Strategy Technical Review Development Team Review 98

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development. As a result, building such a solution is often a significant undertaking for IT teams.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

OverOps

FEBRUARY 19, 2020

But this shift to more modular architecture is not without its fair share of challenges – especially when it comes to troubleshooting. Distributed tracing has emerged as a common method of troubleshooting employed by distributed applications, and particularly by those built using containerized architecture. More details here.

System 195

System Microservices Weak Development Team How To 195

Altexsoft

MARCH 23, 2019

GraphQL is a modern alternative to the REST-based architecture aimed at solving its shortcomings. This article introduces GraphQL toolset and its key features; elaborates on how GraphQL is taking API design architecture to a new level, and in what ways it is still losing to REST. What is GraphQL. An additional operation.

Architecture 101

Architecture Microservices Software Review Resources 101

AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. LangFuse , an open source tool, plays a key role in providing transparency by keeping an audit trail of model decisions.

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

AWS Machine Learning - AI

APRIL 30, 2025

However, the journey from production-ready solutions to full-scale implementation can present distinct operational and technical considerations. For more information, you can watch the AWS Summit Milan 2024 presentation. As generative AI revolutionizes industries, organizations are eager to harness its potential.

Generative AI 68

Generative AI Artificial Inteligence AWS Machine Learning 68

Agile Engine

FEBRUARY 18, 2025

As software engineers and industry experts, we often find ourselves in a position to advocate for open-sourcing parts of our companies codebases. ”), there are compelling strategic advantages to opening the sources. These and other open-source projects enabled Square to gain traction with the tech community.

Open Source 52

Open Source Strategy Company Linux 52

Altexsoft

JUNE 29, 2021

These days, it’s getting more common for application designs to be built on an event-driven architecture. In this article, we’re going to talk about event-driven architecture (EDA) and its most commonly used messaging pattern, publish/subscribe (pub/sub). Understanding event-driven architecture and pub/sub.

Architecture 75

Architecture Microservices IoT Scalability 75

AWS Machine Learning - AI

APRIL 10, 2025

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. Frontier model builders can further enhance model performance using built-in ML tools within SageMaker HyperPod.

Training 113

Training Artificial Inteligence Hardware Systems Review 113

CIO

DECEMBER 10, 2024

A detailed view of the KAWAII architecture. The open-source database StarRocks, which is already integrated into InnoGames data infrastructure and has an interface to LangChain, is used for this purpose. QueryMind is based on the RAG approach and uses the flexible, open-source Python framework Vanna.

Games 147

Games Artificial Inteligence Company Artificial Intelligence 147

O'Reilly Media - Data

JULY 23, 2018

The rise of deep learning has made this even more pronounced, as many modern neural network architectures rely on very large amounts of training data. Model serving and management at scale using open-source tools. More recently, companies have started to expand toward platforms that can support growing teams of data scientists.

Machine Learning 182

Machine Learning Artificial Inteligence How To Case Study 182

CableLabs

FEBRUARY 26, 2025

To address this need, the Internet Engineering Task Force (IETF) an organization responsible for developing open internet standards has specified the Low Latency, Low Loss, and Scalable (L4S) throughput architecture. The result is efficient capacity usage with minimal queuing delay and low packet loss.

Guidelines 64

Guidelines Wireless Internet Network 64

Dzone - DevOps

JUNE 7, 2023

In 2020, I presented a series of insights from real implementations adopting open-source and cloud-native technology to modernize payment services. The series consisted of six articles and covered architectural diagrams from logical and schematic to detailed views of the various use cases uncovered.

Architecture 52

Architecture Open Source Microservices DevOps 52

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.

Artificial Inteligence 77

Artificial Inteligence AWS Generative AI Metrics 77

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

Xebia

NOVEMBER 10, 2021

The talk was presented by our Xebia colleague Kenny Baas-Schwegler and he shared some useful tips. For example, I have also learned about the CDC and Debezium (it’s open source , potential to contribute) as an approach to build a well-maintained cache. It’s also cool when they tell about some nice approaches.

Conference 130

Conference Open Source Architecture Course 130

Dzone - DevOps

FEBRUARY 14, 2024

Microsoft's Azure Cloud services, along with Docker support for ASP.NET Core, present a compelling proposition for those aiming to enhance their project development lifecycle. It's renowned for its high performance, versatility, and modular architecture, making it suitable for developing web applications, IoT apps, and mobile backends.

Azure 97

Azure Cloud Open Source IoT 97

Altexsoft

MAY 27, 2020

Machine learning production pipeline architecture. Here we’ll look at the common architecture and the flow of such a system. The way we’re presenting it may not match your experience. Source: retentionscience.com. There are some ground-works and open-source projects that can show what these tools are.

Machine Learning 89

Machine Learning Artificial Inteligence Architecture Training 89

AWS Machine Learning - AI

NOVEMBER 21, 2024

The path to creating effective AI models for audio and video generation presents several distinct challenges. The following diagram illustrates the solution architecture. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications.

Video 102

Video Lambda AWS Generative AI 102