AWS Machine Learning - AI

NOVEMBER 12, 2024

Agmatix’s technology architecture is built on AWS. Their data pipeline (as shown in the following architecture diagram) consists of ingestion, storage, ETL (extract, transform, and load), and a data governance layer. Multi-source data is initially received and stored in an Amazon Simple Storage Service (Amazon S3) data lake.

Generative AI 105

Generative AI AWS Chemicals Sustainability 105

Zensar

FEBRUARY 18, 2020

Hence, it is important to ensure that the overall data systems architecture is well defined, nuanced for specific needs and follows best practices and guidelines for data management. From my experience of designing and implementing architectures, the most important consideration is business objective. Implementation timeline.

Architecture 40

Architecture Analytics Sustainability System Architecture 40

Netflix Tech

SEPTEMBER 24, 2021

Table 1: Movie and File Size Examples Initial Architecture A simplified view of our initial cloud video processing pipeline is illustrated in the following diagram. Lastly, the packager kicks in, adding a system layer to the asset, making it ready to be consumed by the clients.

Cloud 96

Cloud Storage Video Media 96

Dell EMC

AUGUST 13, 2020

The Data Accelerator from Dell Technologies breaks through I/O bottlenecks that impede the performance of HPC workloads In high performance computing, big advances in system architectures are seldom made by a single company working in isolation.

System Architecture 115

System Architecture Architecture Performance System 115

Netflix Tech

MARCH 14, 2023

Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. In summary, this model was a tightly-coupled application-to-data architecture, where machine learning algos were mixed with the backend and UI/UX software code stack.

Media 118

Media Innovation UI/UX Artificial Inteligence 118

Cloudera

FEBRUARY 1, 2024

Day 0 — Design and Preparation: Focuses on designing and preparing for your installation, including gathering requirements, planning architecture, allocating resources, setting up network and security, and documentation creation. Resource allocation: determine the hardware and cloud resources required for the installation.

Backup 80

Backup Cloud Architecture Resources 80

Perficient

JUNE 27, 2024

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development.

Google Cloud 52

Google Cloud Applications Cloud Automotive 52

Trigent

NOVEMBER 24, 2021

The responsibility on the technologies and architecture that connect retailers, distributors, suppliers, manufacturers, and customers is enormous. Incorporate flexibility to scale with Modern EDI system architecture. Encrypted transfer protocols and proper data storage are critical for end-to-end processes.

Systems Review 97

Systems Review System B2B Technical Review 97

CIO

SEPTEMBER 2, 2022

Job duties include helping plan software projects, designing software system architecture, and designing and deploying web services, applications, and APIs. You’ll be required to write code, troubleshoot systems, fix bugs, and assist with the development of microservices.

Software Engineering 246

Software Engineering Data Engineering DevOps AWS 246

CIO

AUGUST 31, 2022

Job duties include helping plan software projects, designing software system architecture, and designing and deploying web services, applications, and APIs. You’ll be required to write code, troubleshoot systems, fix bugs, and assist with the development of microservices.

Software Engineering 246

Software Engineering Data Engineering DevOps AWS 246

Kentik

APRIL 16, 2023

At scale, and primarily when carried out in cloud and hybrid-cloud environments, these distributed, service-oriented architectures and deployment strategies create a complexity that can buckle the most experienced network professionals when things go wrong, costs need to be explained, or optimizations need to be made.

Network 64

Network Applications Development Load Balancer 64

Abhishek Tiwari

SEPTEMBER 8, 2024

System architecture of LOGRA for Data valuation. (1) Lastly, LOGIX provides support for efficient storage and retrieval of projected gradients, turning the data valuation problem into a vector similarity search problem. This improvement makes data valuation techniques feasible for today's largest AI models.

Artificial Inteligence 52

Artificial Inteligence Data Technical Review Systems Review 52

AWS Machine Learning - AI

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.

Generative AI 117

Generative AI Artificial Inteligence Data AWS 117

Altexsoft

MAY 21, 2021

FHIR offers a common set of APIs (pieces of code enabling data transmission) for healthcare systems to communicate with each other. FHIR specifications are free to use and employ technologies and web standards commonly used in other industries, specifically the REST architectural style of API. FHIR API on top of an existing system.

Technical Review 72

Technical Review Healthcare Weak Development Team Resources 72

Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures.

Metrics 86

Metrics Government Lambda Systems Administration 86

Apiumhub

SEPTEMBER 14, 2023

This is achieved by triggering the main function through the BlobTrigger, which monitors the specified storage for new file additions. By separating the notification-sending process into its own activity function, the overall system architecture becomes more modular and maintainable.

Azure 52

Azure Storage Scalability Performance 52

Instaclustr

MAY 19, 2021

In order to perform this critical function of data storage and protection, database administration has grown to include many tasks: Security of data in flight and at rest. Interpretation of data through defined storage. Acquisition of data from foreign systems. Security of data at an application access level. P stands for post.

Database Administration 36

Database Administration Storage Weak Development Team Open Source 36

Altexsoft

AUGUST 21, 2019

Any system dealing with data processing requires moving information between storages and transforming it in the process to be then used by people or machines. The extraction phase entails defining required data sources, whether it is an ERP, CRM, or third-party systems, and gathering data from them. Data warehouse architecture.

Development 44

Development Software Engineering Data Engineering Architecture 44

AWS Machine Learning - AI

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. Note that in this solution, all of the storage is in the UI. Admin portal – This portal provides oversight of the system and product listings, ensuring smooth operation.

Generative AI 113

Generative AI eCommerce Lambda AWS 113

Honeycomb

FEBRUARY 17, 2023

If you’re unfamiliar, a service map is a graph-like visualization of your system architecture that shows all of its components and dependencies. Honeycomb’s internal service architecture is relatively simple. For a long time at Honeycomb, we envisioned using the tracing data you send us to generate a service map.

Engineering 52

Engineering System System Architecture Architecture 52

Altexsoft

JULY 9, 2021

Besides that, edge computing allows you to occupy less cloud storage space owing to the fact that you save only the data you really need and will use. Similar to edge and fog computing, cloud computing supports the idea of distributed data storage and processing. Edge computing architecture. unlimited scalability.

IoT 59

IoT Azure Hardware USP 59

Netlify

MAY 4, 2020

If we kept all the references in a single document we run into the storage limitations of MongoDB. But, of course, there’s more nuance in actually making this change: from coordination between different services, languages, deploy types, and deploy styles to how to roll it out on an already running system. The Nitty Gritty.

Infrastructure 75

Infrastructure Systems Review Testing Software Review 75

Xicom

DECEMBER 26, 2018

Implementation of IoT in the manufacturing industry is as following: For example, in the manufacturing industry, IoT can build intelligent factories, facility management, production process monitoring, inventory management, forecasting and preventive quality testing, security and storage, warehouse optimization, supply chain management.

IoT 40

IoT Industry Development Artificial Inteligence 40

Netflix Tech

DECEMBER 14, 2018

In this post we will provide details of the NMDB system architecture beginning with the system requirements?—?these these will serve as the necessary motivation for the architectural choices we made. Conductor helps us achieve a high degree of service availability and data consistency across different storage backends.

Media 96

Media Systems Review Storage Performance 96

Confluent

MARCH 4, 2019

A trend often seen in organizations around the world is the adoption of Apache Kafka ® as the backbone for data storage and delivery. The first layer would abstract infrastructure details such as compute, network, firewalls, and storage—and they used Terraform to implement that. Secondly, this architecture is very costly.

Cloud 89

Cloud Software Review Fractional CTO Banking 89

Mentormate

NOVEMBER 9, 2021

No surprise, we will again start with the Wikipedia definition: “A NoSQL database provides a mechanism for storage and retrieval of data that is modeled in means other than the tabular relations used in relational databases.”. SQL allows us to connect to different databases, but the way we communicate with them is identical.

Scalability 98

Scalability Games System Examples 98

Altexsoft

APRIL 16, 2021

A typical OLAP system will include the following components that perform dedicated functions to handle analytical queries: Data source. This could be a transactional database or any other storage we take data from. A transactional or OLTP database is a common storage solution we deal with to record any of our business information.

Analytics 98

Analytics Analysis Storage Business Intelligence 98

Tenable

MAY 31, 2024

The guidance recommends that organizations developing and deploying AI systems incorporate the following: Ensure a secure deployment environment: Confirm that the organization’s IT infrastructure is robust, with good governance, a solid architecture and secure configurations in place.

Security 72

Security Artificial Inteligence Generative AI Artificial Intelligence 72

Altexsoft

OCTOBER 3, 2019

A provider maintains the platform and handles the storage of your data. Data warehouse developer models, develops, and maintains data storages. ETL developer is a software engineer that manages the extraction of data from sources, its transformation, and loading it into a final storage system. Tools for data integration.

Analytics 16

Analytics Company Off-The-Shelf How To 16

Confluent

OCTOBER 16, 2019

In S3, it can be seen as the “cold storage”, or the data lake, against which as-yet-unknown applications and processes may be run. Kafka Connect is used to stream the data from the enriched topics through to the target systems: Elasticsearch. Amazon S3 ( Google Cloud Storage and Azure Blob Storage connectors are also available).

Data 19

Data Training Analytics Storage 19

Confluent

FEBRUARY 12, 2019

From there these events can be used to drive applications, be streamed to other data stores such as search replicas or caches and streamed to storage for analytics. His particular interests are analytics, systems architecture, performance testing and optimization. You can also follow him on Twitter.

Firewall 90

Firewall Data Examples How To 90

Brainvire

OCTOBER 22, 2018

ShopBack’s current user-search architecture was based on AWS Cloud platform. The current architecture, based on SQL, was creating a hindrance to find patients based on certain criteria, and also took far more time to process (nearly 2 weeks ). Vice President of Architecture and Operations, Influence Health. Nathan Stott.

Industry 40

Industry Case Study Automotive Healthcare 40

Datica

JUNE 17, 2019

The best road to interoperability in healthcare available to us today is to demand an open architecture from vendors and technology providers. Rejecting point solutions with closed architecture and embracing vendor-neutral open architecture is the first step on a long path towards meaningful healthcare interoperability.

Healthcare 40

Healthcare Blockchain Technical Review Systems Review 40

Confluent

MARCH 13, 2019

It can be used for streaming data into Kafka from numerous places including databases, message queues and flat files, as well as streaming data from Kafka out to targets such as document stores, NoSQL, databases, object storage and so on. His particular interests are analytics, systems architecture, performance testing and optimization.

Software Review 111

Software Review Systems Review Technical Review Metrics 111

LeanEssays

JULY 14, 2019

As the company outgrew its traditional cathedral-style software architecture in the early 2000’s, the leadership team felt that the growing pains could be addressed with better communication between teams. In other words, a bazaar-style hardware architecture was vastly superior to a cathedral-style architecture.)

Software Review 91

Software Review Software Engineering Continuous Delivery Weak Development Team 91