Dataconomy

JANUARY 4, 2024

New system architectures : The Copilot key is a standalone feature and part of a broader initiative involving collaboration with silicon partners like AMD, Intel, and Qualcomm. Together, they introduce new system architectures that leverage GPU, CPU, NPU, and the cloud to unlock innovative AI experiences on Windows PCs.

AI 103

AI AI System Architecture Artificial Intelligence 103

Towards AI

MAY 12, 2024

So I decided to narrow down the use case to generate cloud system architecture from a user description. As soon as I started writing code I realized it was too ambitious to create something like DiagramGPT in some hours.

AI 78

AI AI System Architecture Python 78

Data Science Dojo

MARCH 30, 2023

Layered System: REST API should be designed in a layered system architecture, where each layer has a specific role and responsibility. The layered system architecture helps to promote scalability, reliability, and flexibility. The uniform interface helps to simplify the API and promotes reusability.

System Architecture 545

System Architecture Python Database 545

Hacker News

JUNE 3, 2023

We present our experience in making design decisions about the model and system architecture for CodeCompose that addresses these challenges. We discuss unique challenges in terms of user experience and metrics that arise when deploying such tools in large-scale industrial settings. million suggestions were made by CodeCompose.

System Architecture 94

System Architecture AI AI 94

Hacker News

NOVEMBER 5, 2024

Silicon Valley lands the design center The design center is tasked with conducting advanced research in chip design , electronic design automation (EDA), chip and system architectures, and hardware security. “It needs so many machines around it… It’s a very large ecosystem.”

EDA 165

EDA System Architecture 165

IBM Journey to AI blog

JULY 9, 2024

This collaboration enables a smooth transition from system architecture to E/E systems and software. The AUTOSAR extension for IBM® Rhapsody® represents a collaborative effort to seamlessly integrate the AUTOSAR standard with the IBM Rhapsody model-driven development (MDD) tool.

System Architecture 45

System Architecture 45

IBM Journey to AI blog

OCTOBER 16, 2023

LBaaS, VSI, VMwaaS, SAP, distributed databases, cloud storage volumes, cloud security— cloud computing brings a delicious alphabet soup of possibilities to the table when it comes to system architecture.

System Architecture 96

System Architecture Cloud Computing Database 96

IBM Journey to AI blog

AUGUST 9, 2023

IBM Power Virtual Servers ( PowerVS) are a cutting-edge Infrastructure-as-a-Service (IaaS) offering designed specifically for businesses looking to harness the power of IBM Power Systems architecture. Performance and reliability: PowerVS leverages IBM Power Systems architecture, known for its outstanding performance and reliability.

Cloud Computing 98

Cloud Computing System Architecture Big Data Analytics Big Data Analytics 98

phData

MAY 25, 2023

explore Increase Speed of Insights With Faster Data Movement Supply chain organizations often struggle with making effective use of their data due to poor system architecture, which results in significant data lag; this lag creates bottlenecks for decision making.

Data Silos 52

Data Silos System Architecture Cloud Data Data Analyst 52

Smart Data Collective

JUNE 10, 2022

That means enterprise architects must have a full understanding of the specific businesses they work for in order to design the systems architecture that meets those needs. The main duty of an enterprise architect is to align an organization’s strategy with the right technology to execute the required objectives.

Data Science 120

Data Science Data Scientist Machine Learning Machine Learning 120

Hacker News

OCTOBER 20, 2022

We often see how inattention to the law can twist system architectures. If an architecture is designed at odds with the development organization's structure, then tensions appear in the software structure.

System Architecture 167

System Architecture Database 167

Data Science 101

AUGUST 31, 2023

We’re just big fans of effortless team collaboration It’s a dev tool designed to enhance distributed software development by providing a collaborative and visual tool for managing complex system architectures. About 10 years ago I began thinking about a platform like this to make working on distributed software easier.

System Architecture 116

System Architecture AWS 116

Hacker News

MARCH 8, 2023

If you don’t know how this data will enter the sensor fusion engine, how much preprocessing you want to do on the sensor, you may be focusing on a suboptimal solution when developing your sensor or system architecture.

System Architecture 130

System Architecture 130

Towards AI

OCTOBER 30, 2023

Three output neurons approach (simple) As we want to have an optimal system architecture, we are not going to have a new model which is again a binary classifier just for every small task. First column contains a relative path to the image, second column — class id. Now let’s talk about two approaches to solve this task.

System Architecture 100

System Architecture AI AI Data Science 100

ODSC - Open Data Science

OCTOBER 12, 2023

Whether it’s using cryptography to secure software systems or designing distributed system architecture, he is always excited to learn and tackle new challenges. He has led teams building secure and scalable software at companies like Netflix and Twitter.

Data Science 52

Data Science System Architecture Computer Science Computer Science 52

Hacker News

OCTOBER 14, 2024

Cell-based architecture has emerged as a response to many challenges associated with distributed systems. Cells can also help organize large architectures into domain-bound deployment and delivery units, which provides essential sociotechnical benefits.

System Architecture 156

System Architecture 156

AWS Machine Learning Blog

NOVEMBER 12, 2024

With over 25 years of experience in cybersecurity, system architecture, and communications, Etzik has recently focused on helping organizations move to the public cloud securely and efficiently. Menachem Melamed is a Senior Solutions Architect at AWS, specializing in Big Data analytics and AI.

AWS 104

AWS AI AI Data Lakes 104

phData

SEPTEMBER 18, 2024

Fivetran is a data movement platform that offers multiple system architectures that extract data from source systems and centralize it in cloud data warehouses like Snowflake AI Data Cloud , Redshift, and others.

Data Warehouse 52

Data Warehouse System Architecture Data Pipeline Cloud Data 52

IBM Journey to AI blog

FEBRUARY 5, 2024

Students chose a system to model, defined modelling goals, and demonstrated their skills in various activities, including mock pitching MBSE to engineering organizations, defining system architecture and creating advanced model simulations.

System Architecture 88

System Architecture Clustering AI AI 88

IBM Journey to AI blog

FEBRUARY 1, 2024

We further validated these claims by introducing a system architecture and protocols, exhibiting: Transparent transaction processing with strong accountability through a shared ledger that records all transactions processed by the system. They also meet and exceed the CBDC performance and scalability requirements.

System Architecture 122

System Architecture Algorithm 122

Towards AI

MARCH 1, 2023

The technology behind GitHub’s new code search This post provides a high-level explanation of the inner workings of GitHub’s new code search and offers a glimpse into the system architecture and technical underpinnings of the product.

AI 92

AI AI Machine Learning Machine Learning 92

AWS Machine Learning Blog

JANUARY 10, 2024

He has extensive experience in enterprise systems architecture and operations across several industries – particularly in Health Care and Life Science. About the authors Tom Kim is a Senior Solution Architect at AWS, where he helps his customers achieve their business objectives by developing solutions on AWS.

ML 118

ML ML AWS Machine Learning 118

Pickl AI

NOVEMBER 12, 2024

This step ensures that the AI component is correctly linked within the overall system architecture. Simulate the Integrated Model Run simulations in Simulink to evaluate how well the integrated AI performs within the complete system.

AI 52

AI AI Deep Learning Deep Learning 52

AWS Machine Learning Blog

OCTOBER 14, 2024

The following system architecture represents the logic flow when a user uploads an image, asks a question, and receives a text response grounded by the text dataset stored in OpenSearch.

AWS 120

AWS AI AI System Architecture 120

AWS Machine Learning Blog

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

AWS 116

AWS AI AI Data Scientist 116

Google Research AI blog

APRIL 7, 2023

Combining the strengths of RL and of optimal control We propose an end-to-end approach for table wiping that consists of four components: (1) sensing the environment, (2) planning high-level wiping waypoints with RL, (3) computing trajectories for the whole-body system (i.e.,

ML 94

ML ML System Architecture 94

Google Research AI blog

DECEMBER 14, 2022

This feature is powered by Google's new speaker diarization system named Turn-to-Diarize , which was first presented at ICASSP 2022. Left : Recorder transcript without speaker labels. Right : Recorder transcript with speaker labels.

Clustering 59

Clustering Algorithm Machine Learning Machine Learning 59

AWS Machine Learning Blog

MARCH 31, 2023

He is focusing on system architecture, application platforms, and modernization for the cabinet. His focus is to assist the Commonwealth with being able to provide its citizens a great customer service experience. He has been with the Transportation Cabinet since 2016 working in various IT roles.

AWS 87

AWS Natural Language Processing System Architecture Machine Learning 87

Smart Data Collective

AUGUST 12, 2022

Here are some key criteria to consider during your hunt for the right server: Application development – languages used, web development, design tools Working environment – addressable memory size, hardware/software platforms, hardware requirements Security – protection system, backup, crash recovery System architecture features and functional parameters (..)

Cloud Computing 80

Cloud Computing Database SQL System Architecture 80

IBM Journey to AI blog

AUGUST 15, 2023

Establish interconnectivity between multiple systems to speed up order delivery A siloed IT system architecture often leads to inefficient business processes, making it difficult to quickly identify risks and resulting in lengthy order delivery cycles.

AI 74

AI AI System Architecture Analytics 74

O'Reilly Media

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?

Database 63

Database AI AI Natural Language Processing 63

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

ML 52

ML ML Machine Learning Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 24, 2023

The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. We’ve provided detailed instructions in the accompanying README file. The README file contains all the information you need to get started, from requirements to deployment guidelines.

AWS 112

AWS Database AI AI 112

IBM Journey to AI blog

JULY 18, 2024

Distributed computing system architectures Distributed computing types are typically classified according to the distributed computing architecture each uses: Client-server system: Uses a client-server architecture that lets them be used with more than one system.

Cloud Computing 59

Cloud Computing Database Internet of Things ML 59

AWS Machine Learning Blog

NOVEMBER 17, 2023

In this section, we briefly introduce the system architecture. It also includes a light human review portal, empowering moderators to monitor streams, manage violation alerts, and stop streams when necessary. For more detailed information, refer to the GitHub repo.

AWS 107

AWS ML ML Algorithm 107