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 132

Artificial Inteligence Generative AI AWS Load Balancer 132

Linux Academy

NOVEMBER 6, 2019

This November at Linux Academy, we have loads of new content coming your way! To all of our learners who may know someone who wants to learn more about the cloud or Linux, but they have been on the fence about signing up for a free community edition account, then tell them that right now is a great time for them to sign up!

Google Cloud 16

Google Cloud Linux Azure AWS 16

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock.

Generative AI 91

Generative AI AWS Applications Serverless 91

AWS Machine Learning - AI

OCTOBER 31, 2024

Prerequisites To implement the solution outlined in this post, you must have the following: A Linux or MacOS development environment with at least 20 GB of free disk space. Consider also expanding the assistant’s capabilities through function calling, to perform actions on behalf of users, such as scheduling meetings or initiating workflows.

Generative AI 120

Generative AI Lambda Applications AWS 120

Stacks on Stacks

NOVEMBER 5, 2018

Linux, it seems, is the shibboleth of the true nerd. Like robotics or home brewing, Linux has become a symbol of nerdy acumen, without actually entailing any of the skills you need to be a web developer. But does that obligate us, the humble full-stack engineers, to learn Linux? What should you learn instead of Linux?

Linux 40

Linux Weak Development Team Serverless AWS 40

David Heinemeier Hansson

DECEMBER 19, 2023

All 4,000 vCPUs, 7,680GB of RAM, and 384TB of NVMe storage of it! It generally centers around the erroneous belief that serverless functions, and associated on-demand tooling, is going to make things cheaper. We might not know exactly how the pyramids were built, but we do still know how to connect a Linux machine to the internet.

Cloud 144

Cloud Data Center Hardware Internet 144

O'Reilly Media - Ideas

JANUARY 14, 2025

After a shaky start, Googles Gemini models have become solid performers. Many of the open models can deliver acceptable performance when running on laptops and phones; some are even targeted at embedded devices. How do we evaluate performance? Claude has emerged as a favorite among programmers. So what does our data show?

Trends 119

Trends Technology Security Artificial Inteligence 119

Cloud That

NOVEMBER 23, 2022

Durable Functions for Serverless Computing. Storing data with Blob Storage & Cosmos DB. Durable Functions for Serverless Computing. Sending and Receiving Messages through Service Bus and Storage Queue. Improving Performance using Redis Cache and CDN. Durable Functions for Serverless Computing.

Case Study 71

Case Study Azure Study How To 71

CircleCI

AUGUST 7, 2019

The rise of serverless, deployless, GitOps, NoOps, and a dizzying number of perceived shifts in delivery are challenging for any team to keep up with ( is it the future yet? ). Our top priority is making the CI/CD process scalable, performant, and intelligent. We also know that developers, and innovation, thrive in open ecosystems.

Tools 15

Tools Linux Windows Firewall 15

ParkMyCloud

MARCH 13, 2020

AWS offers several EBS volume types that you can use for your storage needs. Amazon Elastic Block Store (EBS) is AWS’s block-level, persistent local storage solution for Amazon EC2. Amazon Simple Storage Service (S3) – general purpose object store for user-generated content, active archive, serverless, etc. What is EBS?

AWS 57

AWS Storage Comparison Big Data 57

Altexsoft

MAY 20, 2020

These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. In addition to broad sets of tools, it offers easy integrations with other popular AWS services taking advantage of Amazon’s scalable storage, computing power, and advanced AI capabilities. AWS IoT Analytics.

IoT 141

IoT Azure AWS Transportation 141

Honeycomb

OCTOBER 1, 2022

Platform teams are decidedly cloud-native; they actually mostly involve platforms built atop the cloud itself—PaaS, IaaS, everything-aaS, serverless, and so forth. Infrastructure capacity planning, scaling, performance tuning, upgrading. Native terrain Serverless, *aaS, APIs for everything (cloud-native and above).

Engineering 145

Engineering Software Review Software Engineering DevOps 145

Sunflower Lab

APRIL 13, 2023

Database – For the storage of application data like user profiles or information about the product or software. There is less control in the developer’s hand.Net Core with React or Angular → Ideal for creating applications using Windows, MacOS and Linux. Back end/server side – The logic that is behind the features of the application.

Technical Review 59

Technical Review Software Development Software Review Weak Development Team 59

Linux Academy

DECEMBER 4, 2019

This is a new API Gateway feature that will let you build cost-effective, high-performance RESTful APIs for serverless workloads using Lambda functions and other services with an HTTP endpoint. This is a persistent, on-device storage repository that will help you to synchronize data across devices and to handle offline operations.

AWS 12

AWS Windows Authentication Lambda 12

Apps Associates

JULY 28, 2022

Oracle Cloud Infrastructure Data Integration is a next generation, fully managed, multi-tenant, serverless, native cloud ETL service. Serverless execution, pay-as you go pricing model . Load the data into object storage and create high-quality models more quickly using OCI data science. Linux or Windows. Only Linux.

Infrastructure 52

Infrastructure Cloud Data Linux 52

Honeycomb

JANUARY 10, 2020

As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. Making a change to a complex system like our storage engine is daunting, but can be made less so with good instrumentation and tracing. The instrumentation performance tax.

Lambda 52

Lambda Examples Serverless AWS 52

AWS Machine Learning - AI

JULY 8, 2024

The second part uses the training container to perform model training on your dataset, and outputs a fine-tuned custom Low-Rank Adaptation (LoRA) model. For this post, we build a custom container with the appropriate dependencies that will perform the fine-tuning. This solution uses the Docker on Linux environment option.

Training 122

Training Film AWS Windows 122

Altexsoft

FEBRUARY 24, 2023

Each pod, in turn, holds a container or several containers with common storage and networking resources which together make a single microservice. These features are highly appreciated by developers as they accelerate product launches and prevent performance problems. Nodes host pods which are the smallest components of Kubernetes.

Weak Development Team 83

Weak Development Team Load Balancer Technical Review Microservices 83

Tenable

SEPTEMBER 9, 2022

After receiving the build from the vendor, customers can perform their own scanning to ensure its safety and integrity. The Open Source Software Security Mobilization Plan ” (The Linux Foundation and The Open Source Security Foundation). Misconfiguration and exploitation of serverless and container workloads.

Security 52

Security IoT Open Source Linux 52

Altexsoft

AUGUST 30, 2018

So, if you are considering embracing DevOps for the sake of better performance, business success, and competitiveness, you take the first step and hire a DevOps engineer. Performance assessment and monitoring. Today, DevOps is one of the most discussed software development approaches. But the shift towards fully public clouds (i.e.

DevOps 90

DevOps Engineering Continuous Delivery Systems Administration 90

Altexsoft

JULY 4, 2022

The hardware layer includes everything you can touch — servers, data centers, storage devices, and personal computers. In large enterprises, there can be a separate role of an infrastructure security engineer to perform the above-mentioned duties. Key components of IT infrastructure. Infrastructure monitoring and logging.

Infrastructure 64

Infrastructure Engineering Technical Review Google Cloud 64

Mike Roberts

NOVEMBER 16, 2017

However one of the joys of Lambda, and Serverless in general, is the automatic and vast scaling capabilities it gives us. Lambda’s scaling model has a large impact on how we consider state, so I also talk about Lambda’s instantiation and threading model, followed by a discussion on Application State & Data Storage, and Caching.

Lambda 52

Lambda Software Review AWS Serverless 52

Tenable

NOVEMBER 25, 2022

The Open Source Software Security Mobilization Plan ” (The Linux Foundation and The Open Source Security Foundation). Perform penetration tests and use static and dynamic application security testing tools. Ensure your cloud databases and storage are properly secured with strong authentication requirements and properly configured.

Metrics 52

Metrics Cloud Backup Software Review 52

The Agile Monkey

DECEMBER 22, 2022

On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. Install the Booster CLI Booster is supported on macOS, Windows, and Linux. Upon receipt, we can validate the data, perform any necessary business logic, and register one or more events.

Scalability 98

Scalability AWS Authentication Open Source 98

Altexsoft

JULY 18, 2023

Spark’s GraphX library is designed to manipulate graphs and perform computations over them. When transformations are applied to RDDs, Spark records the metadata to build up a DAG, which reflects the sequence of computations performed during the execution of the Spark job. Graph processing. Directed Acyclic Graph (DAG).

Weak Development Team 52

Weak Development Team Big Data Data Artificial Inteligence 52

Altexsoft

DECEMBER 14, 2022

Gone are the days of a web app being developed using a common LAMP (Linux, Apache, MySQL, and PHP ) stack. Launched in 2013 as an open-source project, the Docker technology made use of existing computing concepts around containers, specifically the Linux kernel with its features. Now the software is available for macOS, too.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

Altexsoft

NOVEMBER 30, 2018

Authors and users improve a solution because they need it to perform well. Linux operating system has various versions aka distributions that will suit users with different levels of computer literacy. The most popular Linux distributions include Ubuntu Linux , Arch Linux , Fedora , Linux Mint , Debian , and openSUSE.

Open Source 60

Open Source Software Review Software How To 60

Xicom

JANUARY 13, 2021

To offer you a clean and clear insight of distinctive business verticals, I have pocketed top performing software tools for specific dimensions, like: The Top Performing Software Development Tools For “Project Management”. #1. The Top Performing Software Development Tools for “Cloud Storage & Web”. #1.

Software Review 52

Software Review Software Development Systems Review Technical Review 52

Mike Roberts

NOVEMBER 16, 2017

However one of the joys of Lambda, and Serverless in general, is the automatic and vast scaling capabilities it gives us. Lambda’s scaling model has a large impact on how we consider state, so I also talk about Lambda’s instantiation and threading model, followed by a discussion on Application State & Data Storage, and Caching.

Lambda 40

Lambda Software Review AWS Serverless 40

Existek

JANUARY 11, 2022

They provided a few services like computing, Azure Bob storage, SQL Azure, and Azure Service Bus. Along with meeting customer needs for computing and storage, they continued extending services by presenting products dealing with analytics, Big Data, and IoT. Migration and transfer. Networking and content delivery. Business apps.

Azure 52

Azure AWS Cloud How To 52

Openxcell

MAY 18, 2022

Tools for software engineers can be of varied uses, e.g., linkers, compilers, code editors, GUI designers, assemblers, debuggers, performance analysis tools, etc. Features: Debug web apps View and edit local storage Monitor event on-page elements Website performance. One of the famously used tools. Source Control.

Software Development 52

Software Development Software Review Tools Software 52

Openxcell

FEBRUARY 8, 2021

The mobile app development platform architecture should support various API mediation, microservices, event-driven, serverless requirements to build a robust mobile application. This includes many important back-end services such as location services, offline synchronization, data, file storage, push notifications, user management, etc.

Software Review 52

Software Review Mobile Weak Development Team Software 52

Altexsoft

NOVEMBER 30, 2021

If the code passes all build stages including testing, you’d normally send it back to the CI server, from where it can go to production, further testing, or other storage, depending on how your CI/CD pipeline works. In fact, incremental builds are so default that people google how to perform full and clean builds.

Tools 52

Tools Open Source DevOps Azure 52

Linux Academy

APRIL 9, 2019

Amazon Web Services describes the ideal candidate as having: Hands-on experience using compute, networking, storage, and database AWS services. Familiarity with Windows and Linux environments. How can you write code that optimizes the performance of services? Proficiency writing code for serverless applications.

AWS 60

AWS DevOps Architecture Scalability 60

Codegiant

JULY 18, 2020

Free and unlimited GitHub private repositories, however, with limited GitHub repository storage size. Major GitHub open-source projects include Linux, jQuery. Smart mirroring for performance across geographies. Git Large File Storage (LFS) ?—?Both Link your GitHub issues to your GitHub pull requests. GitHub code reviews.

Software Review 59

Software Review Technical Review Systems Review UI/UX 59

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. Jobs can be artefacts such as Docker container images, shell scripts or regular Linux executables. No ageing infrastructure.

AWS 147

AWS Performance Storage Linux 147

Apps Associates

JUNE 22, 2022

Amazon EC2 now performs automatic recovery of instances by default – Amazon EC2 announces automatic recovery by default, a new feature that makes it even easier for customers to recover their instance when it becomes unreachable. I4i instances offer up to 30 TB of NVMe storage from AWS Nitro SSDs. New Instance Types: I4i.

AWS 52

AWS IPv6 Storage Serverless 52