CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers.

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AWS Machine Learning - AI

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. They were also able to use the familiar AWS SDK to quickly and effortlessly integrate Amazon Bedrock into their application.

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Generative AI CTO Coach AWS Artificial Inteligence 113

TechCrunch

AUGUST 18, 2021

Developers relied — and many continue to do so — on open-source CLI tools such as curl and HTTPie. We are also focusing heavily on integrations with other vendors in the software development lifecycle like AWS, Git hosting providers like GitHub and GitLab. The most important API metric is time to first call.

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Open Source AWS Programming Metrics 341

TechCrunch

NOVEMBER 22, 2021

AutoCloud is the commercial side of the CloudGraph open source project. The hybrid open source (OSS) and commercial combination is an increasingly popular startup method of attacking markets. announced a $30 million raise for its commercial and open source approach to neural search, for a more early-stage example.

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Cloud Open Source Google Cloud Metrics 212

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

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AWS Machine Learning - AI

MARCH 11, 2025

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. How do Amazon Nova Micro and Amazon Nova Lite perform against GPT-4o mini in these same metrics? Vector database FloTorch selected Amazon OpenSearch Service as a vector database for its high-performance metrics.

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Artificial Inteligence Knowledge Base Comparison Generative AI 111

Honeycomb

APRIL 23, 2025

Some observability platforms are approaching AWS levels of pricing complexity these days. Get your free copy of Charity’s Cost Crisis in Metrics Tooling whitepaper. Metrics-heavy shops are used to blaming custom metrics for their cost spikes, and for good reason. The answer, of course, is its complicated.

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Weak Development Team Metrics Storage Engineering 110

Netflix Tech

DECEMBER 17, 2024

DataJunction: Unifying Experimentation and Analytics Yian Shang , AnhLe At Netflix, like in many organizations, creating and using metrics is often more complex than it should be. DJ acts as a central store where metric definitions can live and evolve. As an example, imagine an analyst wanting to create a Total Streaming Hours metric.

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Analytics Engineering Survey Metrics 85

AWS Machine Learning - AI

MARCH 13, 2025

70B-Instruct deepseek-ai/DeepSeek-R1-Distill-Llama-70B There are two ways to deploy LLMs, such as DeepSeek-R1 and its distilled variants, on Amazon SageMaker: Option 1: Direct Deployment from Hugging Face Hub The easiest way to host DeepSeek-R1 in your AWS account is by deploying it (along with its distilled variants) using TGI containers.

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AWS Machine Learning - AI

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. It supports a wide range of popular open source LLMs, making it a popular choice for diverse AI applications.

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AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. An AWS Identity and Access Management (IAM) role to access Amazon Bedrock Marketplace and Amazon SageMaker endpoints.

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Insurance AWS eCommerce Software Review 108

AWS Machine Learning - AI

APRIL 10, 2025

To assess system reliability, engineering teams often rely on key metrics such as mean time between failures (MTBF), which measures the average operational time between hardware failures and serves as a valuable indicator of system robustness. However, without these optimizations, the impact can be much more severe.

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Training Artificial Inteligence Hardware Systems Review 113

AWS Machine Learning - AI

APRIL 10, 2025

With this launch, you can now access Mistrals frontier-class multimodal model to build, experiment, and responsibly scale your generative AI ideas on AWS. AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. Take a look at the Mistral-on-AWS repo.

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Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

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AWS Machine Learning - AI

MARCH 11, 2025

By integrating this model with Amazon SageMaker AI , you can benefit from the AWS scalable infrastructure while maintaining high-quality language model capabilities. Solution overview You can use DeepSeeks distilled models within the AWS managed machine learning (ML) infrastructure. For details, refer to Create an AWS account.

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Artificial Inteligence AWS Generative AI Metrics 77

TechCrunch

JANUARY 12, 2021

While it has embraced an open source version of CockroachDB along with a 30-day free trial on the company’s cloud service as ways to attract new customers to the top of the funnel, it wants to try a new approach. As that happened, the company began a shift in thinking.

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Open Source Cloud Culture AWS 251

AWS Machine Learning - AI

MAY 1, 2025

Prerequisites To use this feature, make sure that you have satisfied the following requirements: An active AWS account. model customization is available in the US West (Oregon) AWS Region. The models were evaluated using the SQuAD F1 score metric , which measures the word-level overlap between generated responses and reference answers.

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AWS Machine Learning - AI

JANUARY 29, 2025

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

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O'Reilly Media - Data

JULY 17, 2018

At Spark+AI Summit 2018, my team at Databricks introduced MLflow , a new open source project to build an open ML platform. MLflow is open source and easy to install using pip install mlflow. MLflow Projects : a code packaging format for reproducible runs. Getting started with MLflow. MLflow Tracking. MLflow Models.

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TechCrunch

FEBRUARY 17, 2022

And the company is working to commercialize an open source tool. Data-driven founders who can tell a sweet story with the right metrics are much more likely to get an investor’s attention, according to Blair Silverberg, co-founder and CEO of Hum Capital. Which, as we know, can really scale well.

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AWS Recruiting Games Journal 218

Linux Academy

DECEMBER 5, 2019

The final day of AWS re:Invent, 2019. In our final day at AWS re:Invent, and last overview piece, we’re covering the final keynote in-depth. Overview of Werner Vogels Keynote: The Power of AWS Nitro. Under the hood, AWS continues to innovate and improve the performance of the latest generation of EC2 instances.

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AWS Artificial Inteligence Machine Learning Linux 19

Honeycomb

NOVEMBER 28, 2022

Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements , you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

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TechCrunch

OCTOBER 19, 2022

The open source dynamic runtime code analysis tool, which the startup claims is the first of its kind, was built on the simple idea that developers should be able to see the behavior of software as they write it so they can prevent problems when the software runs. Intropic Materials.

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Weak Development Team Energy Sustainability Open Source 252

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain.

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TechCrunch

FEBRUARY 13, 2023

In late 2013, Errplane, a Y Combinator-backed startup, began developing an open source project called InfluxDB for database performance monitoring and alerting. Those with physical assets also collect sensor and device data using InfluxData, whether originating from factories, manufacturing plants, smart devices or satellites.

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Technical Review Open Source Azure Systems Review 217

Mentormate

MAY 12, 2020

As specified in the AWS Well-Architected framework , there are five distinct pillars in this regard: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. AWS Tagging Strategy. A recommended first step in optimizing cost is making use of AWS Tags. AWS Cost Explorer. AWS Budgets.

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AWS Machine Learning - AI

OCTOBER 2, 2024

In this post, we share AWS guidance that we have learned and developed as part of real-world projects into practical guides oriented towards the AWS Well-Architected Framework , which is used to build production infrastructure and applications on AWS. We focus on the operational excellence pillar in this post.

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AWS Machine Learning - AI

JULY 24, 2024

This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. Because they were already using AWS for inference for their smaller predictive models, they were looking to extend the Einstein platform to help them host CodeGen.

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Artificial Inteligence Performance Open Source Machine Learning 129

Netflix Tech

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

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AWS Machine Learning - AI

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. AWS CDK version 2.0 AWS CDK version 2.0

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Artificial Inteligence Meeting AWS Generative AI 132

AWS Machine Learning - AI

APRIL 1, 2024

In this blog post, AWS collaborates with Meta’s PyTorch team to discuss how to use the PyTorch FSDP library to achieve linear scaling of deep learning models on AWS seamlessly using Amazon EKS and AWS Deep Learning Containers (DLCs). The following figure shows how FSDP works for two data parallel processes.

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AWS Machine Learning - AI

MARCH 18, 2025

Additionally, the complexity increases due to the presence of synonyms for columns and internal metrics available. Streamlit This open source Python library makes it straightforward to create and share beautiful, custom web apps for ML and data science. I am creating a new metric and need the sales data.

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Artificial Inteligence Applications Generative AI Off-The-Shelf 109

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. The solution uses AWS AI and machine learning (AI/ML) services, including Amazon Transcribe , Amazon SageMaker , Amazon Bedrock , and FMs.

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AWS Machine Learning - AI

MARCH 28, 2024

The objective is to create financial LLMs by feeding data from the whole financial domain into an open-sourced model. Specifically, the authors continually pre-train the open sourced models on the task tokens (without labels).

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Artificial Inteligence Training Generative AI Machine Learning 128

AWS Machine Learning - AI

FEBRUARY 1, 2024

Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs). This includes native AWS services like Amazon OpenSearch Service and Amazon Aurora. Is your vector database highly available in a single AWS Region? Vector database features built into other services.

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Generative AI Disaster Recovery Artificial Inteligence AWS 137