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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Artificial Inteligence Lambda Knowledge Base IoT 134

Netflix Tech

DECEMBER 18, 2018

Ribbon for load balancing, Eureka for service discovery, and Hystrix for fault tolerance. All of these Netflix libraries and systems were open-sourced around 2012 and are still used by the community to this day. Over time this has become the preferred way for the community to adopt Netflix’s Open Source software.

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Load Balancer Open Source Cloud Infrastructure 111

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.

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Artificial Inteligence Generative AI AWS Load Balancer 134

Netflix Tech

NOVEMBER 28, 2018

by Will Bengtson Previously we wrote about a method for detecting credential compromise in your AWS environment. If an attacker has remote code execution (RCE) or local presence on the AWS server, these methods discussed will not prevent compromise. The originating IP address will be one from AWS and not reflect what is in your policy.

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AWS Policies Software Review Network 98

CircleCI

OCTOBER 13, 2021

Docker Swarm is an open-source container orchestration platform built and maintained by Docker. Load balancers. Docker Swarm clusters also include load balancing to route requests across nodes. It is offered by all three key cloud providers: Google, Azure, and AWS. Docker Swarm. Services and tasks.

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Load Balancer Tools How To Microservices 93

Datavail

DECEMBER 20, 2019

AWS re:Invent 2019 is now firmly in the rearview mirror, and we’re already looking forward to 2020. This year was no different—so it’s time to take a look at what we’ve learned from AWS re:Invent 2019. This year was no different—so it’s time to take a look at what we’ve learned from AWS re:Invent 2019.

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AWS Load Balancer Scalability Serverless 12

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.

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Artificial Inteligence Technical Review Development Team Review Software Review 128

OpenCredo

FEBRUARY 5, 2019

Specifically within the cloud native space, Prometheus has become the standard open-source solution for applications, especially since the project joined the CNCF. An open-source monitoring and alerting system, Prometheus is designed to discover & pull metrics from various endpoints and then allow for the querying of these metrics.

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Load Balancer Metrics Open Source Systems Review 74

Honeycomb

MARCH 18, 2020

At re:Invent in December, Amazon announced the AWS Graviton2 processor and its forthcoming availability powering Amazon EC2 M6g instances. It sits behind a load balancer that round-robins traffic to each healthy serving task. Next step: booting one server, inside an ASG.

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Load Balancer AWS Architecture Performance 135

CircleCI

MAY 20, 2019

While the rise of microservices architectures and containers has sped up development cycles for many, managing them in production has created a new level of complexity as teams are required to think about managing the load balancing and distribution of these services. Amazon Elastic Container Services (EKS) new. Red Hat OpenShift new.

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Development Azure Microservices Load Balancer 103

CIO

AUGUST 14, 2024

of the market according to IDC , Microsoft 2023 revenue from its AI platform services was more than double Google (5.3%) and AWS (5.1%) combined. I’ve seen a lot of interest in the open source models, but not many in production,” says Boyd, although customers are starting to use small models like Microsoft’s own Phi series.

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Enterprise Azure ChatGPT Open Source 204

OpenCredo

SEPTEMBER 22, 2020

As of April 2020, AWS also has a generally available offering: Amazon Keyspaces. In this blog post, we’ll look at Amazon’s offering – how it differs from open source Cassandra and what use cases it might be suitable for. What is AWS Keyspaces? AWS Keyspaces is a fully managed serverless Cassandra-compatible service.

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AWS Serverless Open Source Backup 52

RapidValue

OCTOBER 12, 2020

Microservices Architecture on AWS. Amazon Web Services (AWS) is considered to be one of the best choices for deploying a Microservice-based application primarily because of the variety of IaaS, PaaS, SaaS solutions, and SDK packages offered by the cloud platform. Storage – Secure Storage ( Amazon S3 ) and Amazon ElastiCache.

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Microservices AWS Architecture Applications 53

ParkMyCloud

MARCH 12, 2019

There are a ton of great blogs that cover AWS best practices and use cases. To provide a little more insight into the latest practices offered by AWS, we put together 15 of the best practices since the beginning of 2019, consisting of tips and quotes from different experts. Take Advantage of AWS Free Online Training Resources.

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AWS Serverless Backup Software Review 56

CircleCI

JANUARY 21, 2021

For more information on orbs, visit: Developer Hub - Scan our public registry for open-source orbs, which are reusable packages of config that automate repeated processes and speed up project setup. Record results on the Cypress Dashboard and load balance tests in parallel mode. Reuse config. Sonarcloud.

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Load Balancer Testing Analysis AWS 104

AWS Machine Learning - AI

SEPTEMBER 13, 2024

This feature is available in all AWS Regions where SageMaker is available. SageMaker has implemented a robust solution that combines two key strategies: sticky session routing in SageMaker with load balancing, and stateful sessions in TorchServe. The source code for this example is in the GitHub repo.

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Generative AI Applications Artificial Inteligence AWS 93

Confluent

SEPTEMBER 24, 2019

Load balancing and scheduling are at the heart of every distributed system, and Apache Kafka ® is no different. Kafka clients—specifically the Kafka consumer, Kafka Connect, and Kafka Streams, which are the focus in this post—have used a sophisticated, paradigmatic way of balancing resources since the very beginning.

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Load Balancer Groups Software Review Resources 16

Prisma Clud

OCTOBER 7, 2024

Minimize Operational Risk from Open-Source Packages Prisma Cloud now offers Package Operational Risk assessments , giving you the ability to identify, assess and prioritize the operational risks associated with open-source packages in your codebase.

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Innovation Cloud Load Balancer AWS 59

Altexsoft

FEBRUARY 24, 2023

Kubernetes or K8s for short is an open-source platform to deploy and orchestrate a large number of containers — packages of software, with all dependencies, libraries, and other elements necessary to execute it, no matter the environment. Source: Dynatrace What auxiliary processes do companies entrust to the orchestrator?

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Weak Development Team Load Balancer Technical Review Microservices 83

Modus Create

AUGUST 17, 2022

Organizations across industries use AWS to build secure and scalable digital environments. . Fortunately, there are several popular strategies for AWS cost optimization that allow your business to manage cloud spending in a responsible way. RDS, EBS volumes, and AIML services like Sagemaker can also pile up your AWS costs.

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AWS Serverless Load Balancer Lambda 40

Altexsoft

AUGUST 31, 2021

A tool called load balancer (which in old days was a separate hardware device) would then route all the traffic it got between different instances of an application and return the response to the client. Load balancing. We will review and compare them using the following factors: Open source or proprietary.

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Microservices Serverless How To Load Balancer 64

Infinidat

NOVEMBER 11, 2019

One interesting example of an S3 implementation is MinIO - an open-source object storage server targeting high performance and AI use cases. 3 - Highly available MinIO environment behind NGINX load balancers. . NGINX can balance incoming traffic and spread it evenly across multiple Minio server instances.

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Storage Load Balancer AWS Performance 16

Linux Academy

FEBRUARY 26, 2019

Eschewing any technical practices, this course takes a high-level view of the history of Linux, the open-source movement, and how this powerful software is used today. AWS IAM Deep Dive — This course will give you an in-depth experience with Identity and Access Management. AWS Concepts — This course is for the absolute beginner.

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Linux AWS Big Data Course 80

Aviatrix

NOVEMBER 14, 2018

Security in AWS is governed by a shared responsibility model where both vendor and subscriber have various operational responsibilities. Securing egress traffic to the Internet can be tricky because most EC2 instances need outbound access for basic operations such as software patching and accessing AWS services.

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AWS Firewall Compliance Internet 40

Gorilla Logic

JULY 18, 2018

I needed something to manage the containers, because they needed to be connected to the outside world for tasks such as load balancing, distribution and scheduling. Kubernetes is an open source orchestrator developed by Google for deploying containerized applications. The key-value tags (i.e.

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Load Balancer Software Review Open Source Scalability 59

Perficient

MAY 11, 2023

Whether you’re targeting Azure, AWS, or Red Hat, Terraform has got you covered. Providers are open-source, and Hashicorp, the makers of Terraform, provides documentation for all their providers. This means that you can have codes that provision Azure resources and AWS resources in the same code repository.

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Weak Development Team Azure Software Review DevOps 69

AlienVault

OCTOBER 15, 2019

Photo by chuttersnap on Unsplash Kubernetes (K8s) is an open-source system for automating deployment, scaling, and management of containerized applications. Google Cloud Platform, for example, offers advanced cluster management features such as automatic upgrades, load balancing, and Stackdriver logging.

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Cloud Load Balancer Google Cloud AWS 40

AlienVault

OCTOBER 15, 2019

Photo by chuttersnap on Unsplash Kubernetes (K8s) is an open-source system for automating deployment, scaling, and management of containerized applications. Google Cloud Platform, for example, offers advanced cluster management features such as automatic upgrades, load balancing, and Stackdriver logging.

Cloud 40

Cloud Load Balancer Google Cloud AWS 40

Gorilla Logic

JANUARY 31, 2020

To easily and safely create, manage, and destroy infrastructure resources such as compute instances, storage, or DNS, you can save time (and money) using Terraform , an open-source infrastructure automation tool. Withi n this series, we’ll use Terraform to create resources on AWS. Public and private subnets. What is Terraform?

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Infrastructure AWS Software Review How To 64

Datavail

JULY 9, 2020

Many decision-makers overlook open-source databases due to the assumption that they fail to offer the necessary availability. PostgreSQL obliterates this objection through high availability features that are on-par with Oracle’s offerings, such as multi-master, hot standbys, load-balanced clusters, and log shipping.

Enterprise 52

Enterprise Disaster Recovery Load Balancer Open Source 52

Perficient

JANUARY 23, 2023

Drupal is an open-source content management system that is widely used by government agencies around the world. The combination of Drupal and Acquia as a platform for government websites offers a powerful solution for creating and managing secure, high-performance websites.

Cloud 64

Cloud Open Source Government Scalability 64

Linux Academy

MAY 15, 2019

AWS Certified Solutions Architect – Associate level has two new labs: Building a Serverless Application. Implementing an Auto Scaling Group and Application Load Balancer in AWS. Encrypting a Volume with NBDE. Configuring SELinux. Creating Confined Users in SELinux.

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Linux Load Balancer Database Administration Course 60

Honeycomb

AUGUST 17, 2023

Several commercial solutions exist like Cribl or ObservIQ , as well as open source solutions like OpenTelemetry. Create an S3-writable IAM account in AWS. AWS created two tools that help with this. Should I create my own solution to this? Your mileage may vary. Create Amazon objects 1. Create an S3 bucket.

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AWS Software Review Compliance Data 98

Daniel Bryant

JUNE 28, 2018

The rise of surrounding open source projects like the Envoy-powered Istio service mesh and the Ambassador API gateway have also contributed. Envoy Proxy 101 Matt began the talk with an Envoy refresher, and reminded everyone of the core features of the “cloud native” open source edge and service proxy.

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Load Balancer PHP Open Source Architecture 40

Altexsoft

DECEMBER 4, 2020

Open-source solutions are either free or significantly cheaper than commercial alternatives. Some open-source products are really good — however, you’ll get access to only a few features while the rest is fee-based. Talend: a fast shift from anywhere to AWS and other cloud locations. Data sources and destinations.

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Software Review Software Data Technical Review 69

Kentik

MARCH 6, 2019

Cni-ipvlan-vpc-k8s - enables Kubernetes deployment at scale within AWS. Cilium (Open Source) - provide secure network connectivity between application containers. Contiv (Open Source) - provides configurable networking (e.g. Open Virtual Networking (OVN) (Open vSwitch community).

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Network Microservices .Net Load Balancer 63

Apiumhub

OCTOBER 20, 2020

When it comes to Terraform, you are not bound to one server image, but rather a complete infrastructure that can contain application servers, databases, CDN servers, load balancers, firewalls, and others. Terraform is a free and open source tool created by HashiCorp and written in the Go programming language.

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Software Review Load Balancer DevOps Infrastructure 52