Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

Azure 91

Azure Analytics Storage Machine Learning 91

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. Each job references a job definition. Today’s server hardware is powerful enough to execute most compute tasks.

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AWS Performance Storage Linux 147

AWS Machine Learning - AI

DECEMBER 3, 2024

Digital experience interruptions can harm customer satisfaction and business performance across industries. NR AI responds by analyzing current performance data and comparing it to historical trends and best practices. This report provides clear, actionable recommendations and includes real-time application performance insights.

Technical Review 104

Technical Review AWS eCommerce Systems Review 104

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. high-performance computing GPU), data centers, and energy.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

NOVEMBER 7, 2024

The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. The following diagram illustrates how it works.

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Lambda Enterprise Automotive Knowledge Base 127

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. 70B-Instruct ), offer different trade-offs between performance and resource requirements. for the month.

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Generative AI Artificial Inteligence AWS Technical Review 128

AWS Machine Learning - AI

APRIL 10, 2025

In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline. Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. Optimized for cost-effective performance, they are trained on data in over 200 languages.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. For instructions on how to start your Amazon Bedrock batch inference job, refer to Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock.

Scalability 121

Scalability Lambda Generative AI AWS 121

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 100

Weak Development Team Metrics Storage Engineering 100

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 121

Generative AI Lambda Applications AWS 121

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. If it leads to better performance, your existing default prompt in the application is overridden with the new one. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details. This logic sits in a hybrid search component.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 22, 2024

Building applications from individual components that each perform a discrete function helps you scale more easily and change applications more quickly. Inline mapping The inline map functionality allows you to perform parallel processing of array elements within a single Step Functions state machine execution.

Generative AI 87

Generative AI AWS Technical Review Backup 87

CIO

JANUARY 7, 2025

The good news is all major cloud providers frameworks do the same thing: Operational excellence Security Cost optimization Reliability Performance efficiency Sustainability The framework helps in implementing the financial controls (FinOps) that we will discuss separately, management of workloads (BaseOps) and security controls (SecOps).

Cloud 147

Cloud Strategy Architecture Policies 147

Netflix Tech

NOVEMBER 12, 2024

This counting service, built on top of the TimeSeries Abstraction, enables distributed counting at scale while maintaining similar low latency performance. In this context, they refer to a count very close to accurate, presented with minimal delays. Today, we’re excited to present the Distributed Counter Abstraction.

Windows 100

Windows Systems Review Performance Infrastructure 100

AWS Machine Learning - AI

JANUARY 13, 2025

For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? The following diagram shows the reference architecture for various personas, including developers, support engineers, DevOps, and FinOps to connect with internal databases and the web using Amazon Q Business.

Generative AI 101

Generative AI AWS Innovation Knowledge Base 101

The Crazy Programmer

OCTOBER 2, 2018

These are also called the reference data types. The non-primitive data structures cannot be performed without the primitive data structures. The file data structure is primarily used for managing large amounts of data which is not in the primary storage of the system. Non-primitive Data Structures.

Data 269

Data Storage Programming Network 269

AWS Machine Learning - AI

MARCH 13, 2025

The following figure illustrates the performance of DeepSeek-R1 compared to other state-of-the-art models on standard benchmark tests, such as MATH-500 , MMLU , and more. To learn more about Hugging Face TGI support on Amazon SageMaker AI, refer to this announcement post and this documentation on deploy models to Amazon SageMaker AI.

Artificial Inteligence 94

Artificial Inteligence AWS Machine Learning Load Balancer 94

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

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Evaluation, on the other hand, involves assessing the quality and relevance of the generated outputs, enabling continual improvement. Additionally, you can choose what gets logged.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. Authentication is performed against the Amazon Cognito user pool.

Generative AI 128

Generative AI AWS Lambda Authentication 128

The Crazy Programmer

JULY 30, 2021

This separation allows physical data storage to get managed without even affecting access to the logical storage structures. The present version of the Oracle Database is 19c and c in it refers to the cloud availability and Oracle makes use of SQL as a query language for other databases. History of Oracle. Products of Oracle.

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Storage Backup Enterprise Programming 246

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.

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Artificial Inteligence Applications Cloud Artificial Intelligence 246

The Crazy Programmer

DECEMBER 13, 2020

Data Warehousing is the method of designing and utilizing a data storage system. Quantum computation studies quantum computational processes that use quantum mechanical effects specifically, such as overlaying and interlocking, to perform data transactions. Cloud Storage. Optical Storage Technology. Data Warehousing.

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Engineering Wireless 3D Programming 270

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.

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Serverless Systems Review Storage Technical Review 179

Crunchbase News

APRIL 16, 2025

This led to the rise of software infrastructure companies providing technologies such as database systems, networking infrastructure, security solutions and enterprise-grade storage. The resource management tools we call AI enablers make it easier to use databases, streaming, storage and caching.

Internet 63

Internet Infrastructure DevOps Storage 63

CIO

DECEMBER 5, 2024

The more comprehensive the training data, the better the model will perform in producing realistic and useful responses. Organizations can find it overwhelming to manage this vast amount of data while also providing accessibility, security, and performance. Unified data storage resembles a well-organized library.

Storage 78

Storage Generative AI Artificial Inteligence Data 78

The Crazy Programmer

SEPTEMBER 18, 2021

The NTFS refers to the New Technology File System, whereas the FAT means the File Allocation Table. FAT is the product of Microsoft, and it is referred to as the File Allocation Table. However, this file system was not very efficient and less compatible with the OS and removable storage cards. What is FAT File System?

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System Windows Operating System Storage 162

AWS Machine Learning - AI

JANUARY 22, 2025

Security and compliance regulations require that security teams audit the actions performed by systems administrators using privileged credentials. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 108

Generative AI Video Analysis Technical Review 108

AWS Machine Learning - AI

OCTOBER 17, 2024

In addition to AWS HealthScribe, we also launched Amazon Q Business , a generative AI-powered assistant that can perform functions such as answer questions, provide summaries, generate content, and securely complete tasks based on data and information that are in your enterprise systems.

AWS 109

AWS Artificial Inteligence Generative AI Machine Learning 109

AWS Machine Learning - AI

MARCH 3, 2025

To achieve optimal performance for specific use cases, customers are adopting and adapting these FMs to their unique domain requirements. This often forces companies to choose between model performance and practical implementation constraints, creating a critical need for more accessible and streamlined model customization solutions.

Artificial Inteligence 86

Artificial Inteligence Generative AI AWS Training 86

Tenable

FEBRUARY 11, 2025

Important CVE-2025-21391 | Windows Storage Elevation of Privilege Vulnerability CVE-2025-21391 is an EoP vulnerability in Windows Storage. Since 2022, there have been seven Windows Storage EoP vulnerabilities patched across Patch Tuesday releases, including two in 2022, one in 2023 and four in 2024. and is rated important.

Windows 71

Windows Authentication Azure Storage 71

AWS Machine Learning - AI

MARCH 19, 2024

Furthermore, the use of prompt engineering can notably enhance their performance. This post shows how to implement self-consistency prompting via batch inference on Amazon Bedrock to enhance model performance on arithmetic and multiple-choice reasoning tasks. For more information, refer to Set up permissions for batch inference.

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Performance Lambda Technical Review AWS 129

AWS Machine Learning - AI

MARCH 14, 2025

As these AI technologies become more sophisticated and widely adopted, maintaining consistent quality and performance becomes increasingly complex. For applications requiring high performance content generation with lower latency and costs, model distillation can be an effective solution to use for creating a generator model, for example.

Knowledge Base 92

Knowledge Base Applications Artificial Inteligence Generative AI 92

AWS Machine Learning - AI

NOVEMBER 21, 2024

When creating a scene of a person performing a sequence of actions, factors like the timing of movements, visual consistency, and smoothness of transitions contribute to the quality. For full instructions, refer to Accelerate custom labeling workflows in Amazon SageMaker Ground Truth without using AWS Lambda. Give your job a name.

Video 93

Video Lambda AWS Generative AI 93

AWS Machine Learning - AI

NOVEMBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 109

Generative AI Guidelines Systems Review AWS 109

TechCrunch

DECEMBER 14, 2022

Flash memory and most magnetic storage devices, including hard disks and floppy disks, are examples of non-volatile memory. “EnCharge products provide orders-of-magnitude gains in energy efficiency and performance,” Verma said. sets of AI algorithms) while remaining scalable.

Hardware 216

Hardware Development Machine Learning Artificial Inteligence 216

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