AWS Machine Learning - AI

NOVEMBER 22, 2024

The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations. We're more than happy to provide further references upon request. after our text key to reference a node in this state’s JSON input.

Generative AI 88

Generative AI AWS Technical Review Backup 88

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

NOVEMBER 6, 2024

This solution can serve as a valuable reference for other organizations looking to scale their cloud governance and enable their CCoE teams to drive greater impact. Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. About the Authors Steven Craig is a Sr.

Generative AI 107

Generative AI Government Technical Review Innovation 107

AWS Machine Learning - AI

APRIL 16, 2025

This challenge is further compounded by concerns over scalability and cost-effectiveness. For the full list of available kernels, refer to available Amazon SageMaker kernels. Under Configure storage , set Root volume size to 128 GiB to allow enough space for storing base model and adapter weights.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Storage 89

Honeycomb

APRIL 23, 2025

download Model-specific cost drivers: the pillars model vs consolidated storage model (observability 2.0) All of the observability companies founded post-2020 have been built using a very different approach: a single consolidated storage engine, backed by a columnar store. and observability 2.0. understandably). moving forward.

Weak Development Team 106

Weak Development Team Metrics Storage Engineering 106

AWS Machine Learning - AI

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. This scalability allows for more frequent and comprehensive reviews.

Generative AI 107

Generative AI Technical Review Software Review Systems Review 107

Infinidat

MARCH 10, 2021

Re-Thinking the Storage Infrastructure for Business Intelligence. With digital transformation under way at most enterprises, IT management is pondering how to optimize storage infrastructure to best support the new big data analytics focus. Adriana Andronescu. Wed, 03/10/2021 - 12:42.

Business Intelligence 98

Business Intelligence Storage Infrastructure Artificial Inteligence 98

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. For more information, refer to the Amazon Bedrock User Guide.

Generative AI 129

Generative AI Artificial Inteligence AWS Technical Review 129

TechCrunch

JANUARY 15, 2023

This inspired him to co-found Locad , a logistics provider for omnichannel e-commerce companies that connects its network of third-party warehouses and shipping carriers with a cloud-based platform referred to its “logistics engine.”. TechCrunch last covered Locad when it raised its $4.5 million seed round in 2021.

Engineering 233

Engineering B2B Storage Network 233

Cloudera

JULY 15, 2021

This unified distribution is a scalable and customizable platform where you can securely run many types of workloads. The storage layer for CDP Private Cloud, including object storage. Further information and documentation [link] . Summary of major changes. Best of CDH & HDP, with added analytic and platform features .

Architecture 102

Architecture Cloud Data Technical Advisors 102

CIO

APRIL 10, 2024

As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. Inferencing funneled through RAG must be efficient, scalable, and optimized to make GenAI applications useful.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

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

TechCrunch

DECEMBER 14, 2022

Flash memory and most magnetic storage devices, including hard disks and floppy disks, are examples of non-volatile memory. sets of AI algorithms) while remaining scalable. EnCharge was launched to commercialize Verma’s research with hardware built on a standard PCIe form factor.

Hardware 216

Hardware Development Machine Learning Artificial Inteligence 216

Cloudera

JANUARY 21, 2022

A secure CDP cluster will feature full transparent HDFS Encryption, often with separate encryption zones for the various storage tenants and use cases. As well as HDFS other key local storage locations such as YARN and Impala scratch directories, log files can be similarly encrypted using block encryption. Apache Atlas.

Architecture 112

Architecture Data Authentication Policies 112

AWS Machine Learning - AI

NOVEMBER 20, 2024

The solution combines data from an Amazon Aurora MySQL-Compatible Edition database and data stored in an Amazon Simple Storage Service (Amazon S3) bucket. Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance.

Data 110

Data AWS Groups Knowledge Base 110

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. High-quality video datasets tend to be massive, requiring substantial storage capacity and efficient data management systems. This integration brings several benefits to your ML workflow.

Case Study 117

Case Study Video Training Scalability 117

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. For details on all the fields and providing configuration of various vector stores supported by Knowledge Bases for Amazon Bedrock, refer to AWS::Bedrock::KnowledgeBase.

Knowledge Base 125

Knowledge Base Scalability Applications Generative AI 125

AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. For more information, refer to the PowerTools documentation on Amazon Bedrock Agents. Ingestion flow The ingestion flow prepares and stores the necessary data for the AI agent to access.

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

Cloudera

NOVEMBER 7, 2023

Navigating this intricate maze of data can be challenging, and that’s why Apache Ozone has become a popular, cloud-native storage solution that spans any data use case with the performance needed for today’s data architectures. One of these two layouts should be used for all new storage needs.

Storage 105

Storage System Architecture Analytics 105

TechCrunch

JULY 13, 2022

“Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers. DeltaStream provides a serverless streaming database to manage, secure and process data streams.

Serverless 179

Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

APRIL 10, 2025

Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. Refer to Guidelines for preparing your data for Amazon Nova on best practices and example formats when preparing datasets for fine-tuning Amazon Nova models.

Case Study 116

Case Study Artificial Inteligence Study Generative AI 116

Infinidat

JULY 13, 2021

AIOps Supercharges Storage-as-a-Service: What You Need to Know. In an interesting twist, though, the deployment of Artificial Intelligence for IT Operations (AIOps) in enterprise data storage is actually living up to the promise – and more. But AI is not only inside the storage platform. Adriana Andronescu.

Storage 98

Storage Artificial Inteligence Artificial Intelligence Enterprise 98

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details. Additionally, contextual grounding checks can help detect hallucinations in model responses based on a reference source and a user query.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

The Crazy Programmer

DECEMBER 13, 2020

The device keeps knowledge anonymous and accessible by using cooperating nodes while being highly scalable, alongside an effective adaptive routing algorithm. Data Warehousing is the method of designing and utilizing a data storage system. Cloud Storage. Optical Storage Technology. 3D Optical Storage Technology.

Engineering 270

Engineering Wireless 3D Programming 270

AWS Machine Learning - AI

OCTOBER 31, 2024

If you don’t have an AWS account, refer to How do I create and activate a new Amazon Web Services account? If you don’t have an existing knowledge base, refer to Create an Amazon Bedrock knowledge base. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

Generative AI 122

Generative AI Lambda Applications AWS 122

Cloudera

SEPTEMBER 15, 2022

Apache Ozone is a distributed, scalable, and high-performance object store , available with Cloudera Data Platform (CDP), that can scale to billions of objects of varying sizes. There are also newer AI/ML applications that need data storage, optimized for unstructured data using developer friendly paradigms like Python Boto API.

Storage 87

Storage System Artificial Inteligence Big Data 87

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands.

Generative AI 79

Generative AI Artificial Inteligence Metrics AWS 79

Cloudera

NOVEMBER 22, 2021

In legacy analytical systems such as enterprise data warehouses, the scalability challenges of a system were primarily associated with computational scalability, i.e., the ability of a data platform to handle larger volumes of data in an agile and cost-efficient way. These four capabilities together define the Enterprise Data Cloud.

Scalability 94

Scalability Data Technical Review Analytics 94

CIO

DECEMBER 5, 2024

The data dilemma: Breaking down data silos with intelligent data infrastructure In most organizations, storage silos and data fragmentation are common problems—caused by application requirements, mergers and acquisitions, data ownership issues, rapid tech adoption, and organizational structure.

Storage 78

Storage Generative AI Artificial Inteligence Data 78

OTS Solutions

JUNE 6, 2022

This infrastructure comprises a scalable and reliable network that can be accessed from any location with the help of an internet connection. The approach of implementing remote server access via the internet to store, manage, and process healthcare data is referred to as cloud computing for the healthcare industry. annual growth rate.

Healthcare 208

Healthcare Technical Review Industry Cloud 208

TechCrunch

NOVEMBER 9, 2021

Energy storage : Li-Ion to alternative chemistries. First off, let’s clarify that “nature co-design” refers to biomaterials, and “synthetic content creation” is about AI-generated text, images and audio, which pi expects to escalate from casual use cases to commercial. Blockchain: promising to mainstream.

Blockchain 226

Blockchain Innovation Trends Report 226

TechCrunch

OCTOBER 25, 2022

“We’re engineering the AI platform to help overcome this access barrier … [by] delivering a game-changing, user-friendly and scalable technology with superior performance and efficiency at a fraction of the cost of existing players to accelerate computing vision and natural language processing at the edge.”

Hardware 240

Hardware Artificial Inteligence Machine Learning Blockchain 240

AWS Machine Learning - AI

MARCH 20, 2025

With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible. Traditionally, documents from portals, email, or scans are stored in Amazon Simple Storage Service (Amazon S3) , requiring custom logic to split multi-document packages.

Data 112

Data Generative AI Artificial Inteligence Compliance 112

AWS Machine Learning - AI

MARCH 3, 2025

The architectures modular design allows for scalability and flexibility, making it particularly effective for training LLMs that require distributed computing capabilities. To learn more details about these service features, refer to Generative AI foundation model training on Amazon SageMaker. 24xlarge" image_uri = ( f"658645717510.dkr.ecr.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Training 87

The Crazy Programmer

DECEMBER 28, 2021

IaaS: Infrastructure as a service (IaaS) is one of the types of cloud computing service that provides essential compute, storage, and networking resources on demand. Scalability: A company makes a huge investment in its on-site infrastructure under the conventional IT provisioning model. This way scalability can help the organizations.

Tools 147

Tools Cloud Telecommunications Infrastructure 147

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66