Xebia

AUGUST 29, 2023

AWS ParallelCluster AWS ParallelCluster is an open-source cluster management tool that simplifies the creation and management of high-performance computing (HPC) clusters. Slurm Workload Managers Existing HPC might be familiar with Slurm, a highly configurable open-source workload manager.

AWS 147

AWS Performance Storage Linux 147

Apiumhub

MARCH 12, 2024

Implementation: Using edge computing frameworks like AWS IoT Greengrass or Azure IoT Edge to deploy machine learning models directly on edge devices for real-time data analysis. Quantum Computing: A Paradigm Shift in Processing Power Quantum computing represents the next frontier in computational capability.

Trends 52

Trends Innovation Cloud Technical Review 52

Linux Academy

APRIL 10, 2019

Thomas Kurian, CEO of Google Cloud, introduced Traffic Director, the new global traffic management service for VMs and containers as well as Cloud Run, which allows you to run any container in a serverless environment. Cloud SQL for Microsoft SQL Server and Managed Services for Active Directory. Cloud Data Fusion.

Google Cloud 97

Google Cloud Big Data Cloud Data 97

Cloudera

MAY 28, 2019

Gartner states that “By 2022, 75% of new end-user solutions leveraging machine learning (ML) and AI techniques will be built with commercial instead of open source platforms” ¹. Data management for ML/AI – what’s the big deal? Stay tuned.

Compliance 50

Compliance Innovation Meeting Industry 50

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. With Bedrock’s serverless experience, one can get started quickly, privately customize FMs with their own data, and easily integrate and deploy them into applications using the AWS tools without having to manage any infrastructure.

Artificial Inteligence 113

Artificial Inteligence Technical Review Development Team Review Software Review 113

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. This practice incorporates machine learning in order to make sense of data and keep engineers informed about both patterns and problems so they can address them swiftly. Google Cloud. Cloud-native infrastructure.

Systems Review 78

Systems Review Trends Engineering System 78

O'Reilly Media - Ideas

JANUARY 8, 2019

In a recent O’Reilly survey , we found that the skills gap remains one of the key challenges holding back the adoption of machine learning. Data engineers and data scientists are beginning to use new cloud technologies, like serverless, for some of their tasks. Sustaining machine learning in an enterprise.

Trends 86

Trends Data Artificial Inteligence Machine Learning 86

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

Serverless 73

Serverless Artificial Inteligence AWS Software Review 73

Prisma Clud

SEPTEMBER 21, 2023

Leveraging advanced machine learning, Prisma Cloud monitors normal network behavior in each customer's cloud environment and detects network anomalies and zero-day attacks with remarkable accuracy. Powered by innovative App-ID technology, the paradigm ushers in a new era of application-level visibility into network traffic.

Cloud 105

Cloud Network Policies Machine Learning 105

O'Reilly Media - Ideas

FEBRUARY 11, 2019

Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Deep Learning.

Big Data 86

Big Data Technology Tools Cloud 86

O'Reilly Media - Ideas

FEBRUARY 21, 2019

To place the project into context, Ray and cloud functions ( FaaS , serverless ) currently sit somewhere in the middle between extremely flexible systems on one end or systems that are much more targeted and emphasize ease of use. Reinforcement learning (RL) : RL is one of those topics that data scientists are beginning to explore.

Artificial Inteligence 86

Artificial Inteligence Machine Learning Scalability Case Study 86

Existek

JUNE 20, 2023

Firebase Cloud Functions allows developers to write serverless functions that can respond to events and trigger backend logic. It integrates with other Firebase services and external APIs, enabling developers to build serverless backends and automate tasks. It allows A/B testing, feature flagging, and dynamic content personalization.

Technical Review 52

Technical Review Software Review Authentication Scalability 52

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Some open source libraries provide wrappers to reduce this overhead; however, changes to libraries can introduce errors and add additional overhead of versioning. Choose Next.

Knowledge Base 106

Knowledge Base Artificial Inteligence Applications Lambda 106

Palo Alto Networks

SEPTEMBER 16, 2021

In short, Zero Trust for 5G presents an opportunity for service providers, enterprises and organizations to re-think how users, applications and infrastructure are secured in a way that is scalable and sustainable for modern cloud, SDN-based environments and open-sourced 5G networks.

Firewall 85

Firewall IoT Artificial Inteligence Software Review 85

AWS Machine Learning - AI

JULY 30, 2024

We are excited to introduce Mediasearch Q Business, an open source solution powered by Amazon Q Business and Amazon Transcribe. The Mediasearch solution has an event-driven serverless computing architecture with the following steps: You provide an S3 bucket containing the audio and video files you want to index and search.

Media 92

Media Lambda AWS Video 92

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. In contrast, our solution is an open-source project powered by Amazon Bedrock , offering a cost-effective alternative without those limitations.

Generative AI 96

Generative AI Video Engineering Artificial Inteligence 96

AWS Machine Learning - AI

OCTOBER 29, 2024

Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. This post focused is on Amazon Bedrock, but it can be extended to broader machine learning operations (MLOps) workflows or integrated with other AWS services such as AWS Lambda or Amazon SageMaker.

Generative AI 88

Generative AI Applications AWS Knowledge Base 88

AWS Machine Learning - AI

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI. He’s an ex-founder with a passion for language-based applications.

Lambda 76

Lambda Knowledge Base Generative AI AWS 76

Xicom

JANUARY 13, 2021

It’s fairly a cloud service platform offering basic cloud hosting services like AI-powered bot services, virtual machines, machine learning and many others. Cloud9 is a formerly open-source development environment, justifying its name by creating a breakthrough in software development tool market.

Software Review 52

Software Review Software Development Systems Review Technical Review 52

AWS Machine Learning - AI

AUGUST 26, 2024

The solution uses AWS AI and machine learning (AI/ML) services, including Amazon Transcribe , Amazon SageMaker , Amazon Bedrock , and FMs. We store the input dataset in an S3 bucket (video dataset) and use RTMPose and a PyTorch-based pose estimation open source toolkit to generate the ASL avatar videos.

Generative AI 106

Generative AI AWS 3D Video 106

Xebia

FEBRUARY 25, 2024

Machine learning operations: what and why MLOps, what the fuzz? MLOps stands for machine learning (ML) operations. Data science is generally not operationalized Consider a data flow from a machine or process, all the way to an end-user. The most common open source tool that allows you to do this is MLflow.

Applications 130

Applications Technical Review Software Review Open Source 130

Apiumhub

AUGUST 12, 2021

Gema Parreño Piqueras – Lead Data Science @Apiumhub Gema Parreno is currently a Lead Data Scientist at Apiumhub, passionate about machine learning and video games, with three years of experience at BBVA and later at Google in ML Prototype. She started her own startup (Cubicus) in 2013. Twitter: [link] Linkedin: [link].

Industry 59

Industry Technical Advisors CTO Coach Azure 59

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. For more information, refer to Building a Multi-Tenant SaaS Solution Using AWS Serverless Services.

Lambda 134

Lambda Generative AI AWS Microservices 134

AWS Machine Learning - AI

OCTOBER 21, 2024

Whether leveraging fine-tuned models like Meta Llama, Mistral Mixtral, and IBM Granite, or developing proprietary models based on popular open-source architectures, customers can now bring their custom models into Amazon Bedrock without the overhead of managing infrastructure or model lifecycle tasks.

Generative AI 131

Generative AI Artificial Inteligence AWS Serverless 131

CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. In this comparison, we will look at some important differentiators between serverless computing and containers and outline some criteria you can use to decide which to use for your next project. What is serverless?

Serverless 52

Serverless Applications Technical Review Microservices 52

CloudSphere

FEBRUARY 1, 2024

Benefit of Using CloudSphere for Serverless Computing With our tools for monitoring and managing serverless applications, CloudSphere helps support your business by ensuring optimal performance and cost-efficiency. Native costing capabilities help to estimate TCO across all three major public cloud vendors.

Trends 52

Trends Artificial Inteligence Cloud Serverless 52

AWS Machine Learning - AI

OCTOBER 22, 2024

SageMaker Pipelines is a serverless workflow orchestration service purpose-built for foundation model operations (FMOps). It accelerates your generative AI journey from prototype to production because you don’t need to learn about specialized workflow frameworks to automate model development or notebook execution at scale.

Artificial Inteligence 68

Artificial Inteligence Generative AI AWS Machine Learning 68

AWS Machine Learning - AI

SEPTEMBER 24, 2024

It’s a fully serverless architecture that uses Amazon OpenSearch Serverless , which can run petabyte-scale workloads, without you having to manage the underlying infrastructure. Everything you need is also provided as open source in our GitHub repo. seconds or less. test-runs – This folder should contain Excel workbooks.

Knowledge Base 87

Knowledge Base Generative AI Artificial Inteligence Lambda 87

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 122

Artificial Inteligence Generative AI AWS Load Balancer 122

TechCrunch

JUNE 1, 2022

Ethan Batraski is a partner at Venrock and focuses on data infrastructure, open source and developer tools. Each system comes with different performance needs, including high availability, horizontal scale, distributed consistency, failover protection, partition tolerance and being serverless and fully managed. Ethan Batraski.

Serverless 245

Serverless Enterprise Microservices Open Source 245

Linux Academy

DECEMBER 4, 2019

MAP for Windows provides prescriptive guidance, specialist consulting support, tooling, training, and services credits to help reduce the risk and cost of migrating to the cloud while providing pathways to modernize your Windows Server workloads on cloud-native and open-source technologies. Learn more here: [link].

AWS 12

AWS Windows Authentication Lambda 12

Mentormate

MAY 12, 2020

Scaling can be scheduled ahead of time and one of the latest features, Predictive Scaling for EC2 , is even powered by machine learning algorithms. These case studies present some of the companies using serverless like Robot, FINRA, and Thomson Reuters. Relational Databases. Cleaning Up Unused Resources.

AWS 98

AWS Cloud Serverless Lambda 98

Cloudera

DECEMBER 20, 2023

We see AI applications like chatbots being built on top of closed-source or open source foundational models. In a stack including Cloudera Data Platform the applications and underlying models can also be deployed from the data management platform via Cloudera Machine Learning.

Artificial Inteligence 75

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 75

OTS Solutions

SEPTEMBER 5, 2023

Kubernetes Kubernetes is a powerful open-source container orchestration tool that has become an essential component in the world of cloud computing and DevOps. One key aspect of the future of DevOps in the cloud is the integration of AI and machine learning.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

Datavail

DECEMBER 20, 2019

Jupyter notebooks are widely used in the fields of scientific computing, data modeling and visualization, and machine learning. The use cases of Amazon RDS Proxy include highly scalable and available serverless applications, as well as SaaS (software as a service) and e-commerce applications.

AWS 12

AWS Load Balancer Scalability Serverless 12

Sunflower Lab

FEBRUARY 1, 2024

The ability of machines to read and understand information in a digital form—a requirement for machine learning and artificial intelligence makes vector embeddings significant. Contact Our Experts Meeting the Best Vector Databases Chroma Chroma vector database is an open-source vector database.

Artificial Inteligence 40

Artificial Inteligence Applications Healthcare Artificial Intelligence 40

Prisma Clud

APRIL 17, 2024

Advanced threat protection capabilities, such as multilayer threat detection and machine learning anomaly detection, are also crucial to uncover and stop advanced attacks targeting cloud environments.

Telecommunications 59

Telecommunications Compliance Cloud Policies 59