AWS Machine Learning - AI

MAY 30, 2024

You can also use it to create compelling headlines and summaries, boosting user engagement and ad performance. An efficient way to analyze videos will help them evaluate content against industry policies, index videos for efficient search, and perform dynamic detection and redaction tasks, such as blurring student faces in a Zoom recording.

Generative AI 109

Generative AI Policies Video AWS 109

Altexsoft

MAY 27, 2020

Machine learning production pipeline architecture. One of the key requirements to the ML pipeline is to have control over the models, their performance, and updates. Here we’ll look at the common architecture and the flow of such a system. To monitor the model performance and throughput. Orchestration.

Artificial Inteligence 89

Artificial Inteligence Machine Learning Architecture Training 89

CIO

OCTOBER 25, 2022

The variables seem endless: data— security , science , storage , mining , management , definition , deletion , integration , accessibility , architecture , collection , governance , and the ever-elusive, data culture. They struggle to even articulate their objective, or don’t know where to start. So, they built a data-lake.

Strategy 356

Strategy Data Culture IoT 356

Xebia

FEBRUARY 27, 2023

This is a post about hexagonal architecture , an architectural pattern for building software. I’ll explain what hexagonal architecture is all about and what it has to do with cooking ravioli. In this type of software architecture, often compared with lasagne, you divide your code in a couple of layers or tiers.

Architecture 130

Architecture Testing Software Examples 130

Xebia

FEBRUARY 27, 2023

This is a post about hexagonal architecture , an architectural pattern for building software. I’ll explain what hexagonal architecture is all about and what it has to do with cooking ravioli. I do this by rewriting a Kotlin and Spring Boot application using a hexagonal architecture. Or maybe in some way it is.

Architecture 130

Architecture Testing Software Applications 130

AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. Invokes the Amazon Bedrock InvokeModel API action.

AWS 110

AWS Lambda Generative AI Report 110

Kentik

JUNE 21, 2021

Cloud migrations, microservices architectures, third-party services, and business growth, among other factors, are causing an increase in the number of VPCs deployed — and increasing the need for cloud network visibility. Each construct addresses specific networking capabilities, security, capacity, and performance requirements.

How To 82

How To WAN Construction Network 82

CIO

NOVEMBER 1, 2022

With four ultra high-performance data centers in South Africa – including facilities in Cape Town, Durban, and Johannesburg – the company forms the core of the nation’s internet backbone, and serves as the interconnection for both local and global cloud services. “At The environment in Africa is one of the world’s richest and most beautiful.

Cloud 255

Cloud Data Center Energy Innovation 255

xmatters

AUGUST 6, 2020

Whether your digital services are in the cloud, on a hybrid architecture, or you’re even thinking about moving to the cloud, you must have incident management processes in place to achieve continuous uptime and service resilience. Your infrastructure informs how you should construct that net. Private and public clouds. Hybrid cloud.

Cloud 98

Cloud Fashion DevOps .Net 98

Honeycomb

JULY 29, 2021

So internally, our service level objectives (SLO) product is a combination of “Beagle,” which does the stream processing; “Basset,” which does the burn alerts; and “Poodle,” which is our principle UI dog and constructs the main SLO pages. All are served by our storage engine, “Retriever,” which fetches data for presentation. .

Minimum Viable Product 76

Minimum Viable Product Storage Engineering System 76

O'Reilly Media - Ideas

OCTOBER 3, 2023

parameters), and has performance equivalent to other publicly testable language models. That may be the future of data storage, too: a startup has developed ceramic-coated tape with storage of up to 1 Petabyte per tape. RISC-V is an open source instruction set architecture. It is relatively small (1.6B

Artificial Inteligence 91

Artificial Inteligence Trends Open Source ChatGPT 91

OpenCredo

JANUARY 31, 2022

The Semantic Web was conceived as the extension of the standard web with keeping HTTP as a protocol for data exchange and adding RDF-type schemas for information storage and retrieval and uniquely identifying relationships between documents. It also increases the storage footprint of the RDF model. <<

Data 52

Data Storage Applications IoT 52

Mobilunity

NOVEMBER 23, 2023

Well, it handles data storage, security, and server management. Developers create personalized systems to meet specific needs, ensuring seamless performance and efficiency tailored to the unique requirements of a website or app. Web Application Backend Development This development is akin to constructing the foundation of a house.

UI/UX 52

UI/UX Development Database Administration Project Management 52

Trigent

FEBRUARY 7, 2022

Large data storage can be achieved manually with RDBMS, but they are classically built for vertical scalability. Performance – Very fast when compared to writing the file system Reliable – It updates content continuously so that data is not lost due to power failure. Not scalable and not suitable for large data storage.

Mobile 52

Mobile Applications Authentication Open Source 52

Abhishek Tiwari

DECEMBER 27, 2017

faster access to external storage and data locality (I/O, bandwidth). overall performance comparable to bare metal. The good news is all of these challenges including performance can be tackled and in several cases, there are new developments to overcome them. Performance. Storage provisioning. Native frameworks.

Big Data 63

Big Data Data Storage Microservices 63

Zayo

JANUARY 29, 2020

The potential applications range from healthcare and pharma to advanced manufacturing, which will depend on sensor-driven performance data to run plants. What will the architecture of the future look like? Chris’ team was also responsible for the construction and implementation of small cell networks across 10+ metro areas.

Wireless 98

Wireless Infrastructure Network Mobile 98

Aviatrix

JULY 24, 2018

Enterprise IT architectures are evolving rapidly, with the public cloud shifting to center stage. connecting resources, data, and users with one another, securely and seamlessly—is an increasingly vital foundational building block of the modern enterprise cloud architecture. High performance, with wire-speed IPSec on virtual machines.

Network 40

Network Cloud Software Review Software 40

Mobilunity

AUGUST 3, 2021

Data engineers specialize in developing, constructing, testing, and maintaining architectures, such as databases and large-scale processing systems, while data scientists clean and organize data. Performance optimization. Performance optimization. Performance becomes a major factor when dealing with Big Data platforms.

Big Data 52

Big Data Data Engineering Engineering Data 52

O'Reilly Media - Ideas

JANUARY 14, 2020

, authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. Serverless for storage. An example using S3 events can be found in Peter Sbarski’s Serverless Architectures on AWS.

Serverless 52

Serverless Lambda AWS Architecture 52

CircleCI

DECEMBER 21, 2021

Cloud misconfigurations occur when resources have not been constructed properly, leaving your systems vulnerable to attack. Depending on the type of misconfiguration, these risks can range from performance or reliability issues to significant security risks. Perform penetration testing. What is cloud misconfiguration?

Cloud 52

Cloud Software Review Systems Review Weak Development Team 52

CableLabs

JUNE 18, 2019

The integration of ML and AI with 5G multi-access edge computing (MEC) enables wireless operators to offer: High level of automation from the distributed ML and AI architecture at the network edge. Perform adaptive optimization of weights for specific use cases with unique user-distribution. The Role of CableLabs.

Artificial Inteligence 84

Artificial Inteligence Artificial Intelligence Machine Learning Wireless 84

AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. load_data() Build the index: The key feature of LlamaIndex is its ability to construct organized indexes over data, which is represented as documents or nodes. The indexing facilitates efficient querying over the data.

Artificial Inteligence 92

Artificial Inteligence Applications Knowledge Base AWS 92

Kentik

MARCH 27, 2017

These datacenters each have multiple BGP Internet peerings to facilitate resilience and performance. It’s important to note that the IT architecture of many of these complex enterprises leans increasingly towards distributed applications. Modern Architecture and Accuracy. Vulnerabilities and Diversity.

Enterprise 40

Enterprise Policies Analytics Architecture 40

Mike Roberts

NOVEMBER 16, 2017

Lambda’s scaling model has a large impact on how we consider state, so I also talk about Lambda’s instantiation and threading model, followed by a discussion on Application State & Data Storage, and Caching. Even better for deployment-architecture-oriented folks?—?Lambda No configuration or management?—?it it just happens.

Lambda 52

Lambda AWS Software Review Serverless 52

Mobilunity

JUNE 8, 2023

Progressive web app development is growing popular among developers and organizations due to their faster loading times, improved performance, and higher engagement. Users with limited storage can book rides without installing the original app using the PWA. The Uber PWA weighs less than 50KB and loads swiftly on 2G networks.

UI/UX 52

UI/UX Development Technical Review Software Review 52

Openxcell

APRIL 25, 2021

The HIPAA Privacy Rule: This rule sets national guidelines for the security of medical records of patients and other sensitive information about health, and they extend to health insurers, clearinghouses, and providers of health services performing electronically such medical transactions. Separate app data. Encryption.

Compliance 52

Compliance Mobile Development Healthcare 52

CTOvision

JULY 9, 2014

In the text below, I examine an on-premise Hadoop ecosystem as a general purpose Big Data solution in relation to alternative commercial purpose-built storage technologies (-e.g. The data is too big, moves too fast, or does not fit the structures of your database architectures. Oracle, Teradata, IBM, SAP, Microsoft, EMC, etc).

Big Data 114

Big Data Data CTO Fractional CTO 114

Cloudera

NOVEMBER 15, 2021

The rate of data growth is reflected in the proliferation of storage centres. But performing human annotations is expensive, unscalable, and ultimately unfeasible for all the tasks that AI may be set to perform in the future. For example, the number of hyperscale centres is reported to have doubled between 2015 and 2020.

Data 93

Data Weak Development Team Video Report 93

Mike Roberts

NOVEMBER 16, 2017

Lambda’s scaling model has a large impact on how we consider state, so I also talk about Lambda’s instantiation and threading model, followed by a discussion on Application State & Data Storage, and Caching. Even better for deployment-architecture-oriented folks?—?Lambda No configuration or management?—?it it just happens.

Lambda 40

Lambda AWS Software Review Serverless 40

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

Artificial Inteligence 103

Artificial Inteligence Generative AI AWS Load Balancer 103

Apiumhub

FEBRUARY 25, 2021

Perform exploratory study on the data. Here, you can build a model that can perform predictive analytics on the payment history of the customer to predict if the future payments will be on time or not. It comes with many APIs that facilitate Data Scientists to make repeated access to data for Machine Learning, Storage in SQL, etc.

Tools 72

Tools Data Artificial Inteligence Machine Learning 72

Bernd Rucker

JULY 17, 2019

Even if this is sufficient for most companies, I know there are definitely interesting use cases requiring more performance and scalability, e.g. to process financial trades which need soft real-time guarantees under a very high load. Zeebe architecture and usage example Zeebe runs as an own program on a Java Virtual Machine (JVM).

Scalability 40

Scalability Engineering Open Source System 40

Codegiant

DECEMBER 19, 2023

This design allows for faster query processing and less data storage space, making it ideal for analytics and observability. Observability involves collecting and analysing data to gain insights into the performance of a system. ClickHouse utilizes various compression techniques, leading to significant storage space savings.

Storage 52

Storage Analytics Metrics Scalability 52

Altexsoft

JANUARY 14, 2021

From simple mechanisms for holding data like punch cards and paper tapes to real-time data processing systems like Hadoop, data storage systems have come a long way to become what they are now. We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision.

Backup 115

Backup Azure Software Review Systems Review 115

AWS Machine Learning - AI

MAY 7, 2024

Generative AI CDK Constructs , an open-source extension of AWS CDK, provides well-architected multi-service patterns to quickly and efficiently create repeatable infrastructure required for generative AI projects on AWS. Mistral 7B Instruct is developed by Mistral AI. The format of the recordings must be either.mp4,mp3, or.wav.

Artificial Inteligence 97

Artificial Inteligence Meeting Generative AI AWS 97

The Crazy Programmer

DECEMBER 13, 2020

HTML is the Hyper-Text Language Markup, also know as labeling language to design and construct web pages. Data Warehousing is the method of designing and utilizing a data storage system. Wireless USB builds on wired USB performance and takes USB technology to the future for wireless. Cloud Storage. Data Warehousing.

Engineering 270

Engineering Wireless 3D Programming 270

Altexsoft

APRIL 22, 2020

To give you an idea of what a data platform can be, and which tools are used to process data, let’s quickly outline some general architectural principles. Data storing/transition: the main architectural point in any data pipeline are storages. One of the various architectural approaches to data pipelines.

Data Engineering 69

Data Engineering Engineering Artificial Inteligence Data 69