AWS Machine Learning - AI

APRIL 24, 2024

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. It is hosted on Amazon Elastic Container Service (Amazon ECS) with AWS Fargate , and it is accessed using an Application Load Balancer.

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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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AWS Machine Learning - AI

MARCH 13, 2025

Notable runtime parameters influencing your model deployment include: HF_MODEL_ID : This parameter specifies the identifier of the model to load, which can be a model ID from the Hugging Face Hub (e.g., 11B-Vision-Instruct ) or Simple Storage Service (S3) URI containing the model files. meta-llama/Llama-3.2-11B-Vision-Instruct

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Artificial Inteligence AWS Machine Learning Load Balancer 75

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

CIO

AUGUST 14, 2024

Generative AI and the specific workloads needed for inference introduce more complexity to their supply chain and how they load balance compute and inference workloads across data center regions and different geographies,” says distinguished VP analyst at Gartner Jason Wong. That’s an industry-wide problem.

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Enterprise Azure ChatGPT Open Source 204

Mobilunity

DECEMBER 26, 2024

critical, frequently accessed, archived) to optimize cloud storage costs and performance. Ensure sensitive data is encrypted and unnecessary or outdated data is removed to reduce storage costs. Configure load balancers, establish auto-scaling policies, and perform tests to verify functionality. CloudEndure Migration.

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AWS Cloud Weak Development Team DevOps 52

Datavail

AUGUST 26, 2021

MariaDB is a powerful open-source relational database that can expand to even more functionality when you migrate it to Azure Database for MariaDB. These include: You cannot use MyISAM, BLACKHOLE, or ARCHIVE for your storage engine. Server storage size only scales up, not down. The Benefits of Moving to Azure for MariaDB.

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Azure Cloud Database Administration Disaster Recovery 98

Honeycomb

MARCH 18, 2020

It sits behind a load balancer that round-robins traffic to each healthy serving task. That completed without incident, as did compiling all our application binaries with GOARCH=arm64 and integrating the cross-compilation into our continuous builds & artifact storage.

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Load Balancer AWS Architecture Performance 135

Infinidat

NOVEMBER 11, 2019

Easy Object Storage with InfiniBox. And for those of us living in the storage world, an object is anything that can be stored and retrieved later. More and more often we’re finding Infinibox deployed behind 3rd party object storage solutions. 1: Sample artifacts which may reside on object storage. . Drew Schlussel.

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Storage Load Balancer AWS Performance 42

O'Reilly Media - Ideas

SEPTEMBER 9, 2019

First developed by Google, Kubernetes is an open source orchestrator for deploying containerized applications in a clustered environment. These challenges included service discovery, load balancing, health checks, storage management, workload scheduling, auto-scaling, and software packaging. What is Kubernetes?

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Load Balancer Microservices DevOps Infrastructure 67

Honeycomb

JUNE 1, 2023

These are commonly used for virtual network, service mesh, storage controllers, and other infrastructure-layer containers. To address this, Honeycomb created a Sampling Proxy called Refinery which is open source, hosted on GitHub. Any span later, lower, or higher in the tree could be an error or have exceptionally long duration.

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Load Balancer Metrics Network Cloud 111

d2iq

JULY 18, 2022

1) Determining platform services needed for production To start, organizations not only have to determine the base Kubernetes distribution to be used, they also must choose the supporting platform services—such as networking, security, observability, storage, and more—from an endless number of technology options.

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Load Balancer Disaster Recovery Open Source Technical Support 59

Cloudera

JULY 15, 2021

The storage layer for CDP Private Cloud, including object storage. The open source software ecosystem is dynamic and fast changing with regular feature improvements, security and performance fixes that Cloudera supports by rolling up into regular product releases, deployable by Cloudera Manager as parcels.

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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

Cloudera

APRIL 26, 2023

At its core, CDP Private Cloud Data Services (“the platform”) is an end-to-end cloud native platform that provides a private open data lakehouse. It offers features such as data ingestion, storage, ETL, BI and analytics, observability, and AI model development and deployment. What is cloud native exactly?

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AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. These documents are uploaded and stored in Amazon Simple Storage Service (Amazon S3), making it the centralized data store. These factors led to the selection of Amazon Aurora PostgreSQL as the store for vector embeddings.

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Artificial Inteligence Technical Review Development Team Review Software Review 128

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.

Innovation 59

Innovation Cloud Load Balancer AWS 59

OTS Solutions

JUNE 9, 2023

Spring Framework Spring framework is an open-source and widely used enterprise framework for building Java applications. ASP.NET Core ASP.NET Core is an open-source and cross-application. is an open-source and cross-platform framework for building scalable and high-performance applications.

Enterprise 130

Enterprise Applications Development Scalability 130

OTS Solutions

JUNE 9, 2023

Spring Framework Spring framework is an open-source and widely used enterprise framework for building Java applications. ASP.NET Core ASP.NET Core is an open-source and cross-application. is an open-source and cross-platform framework for building scalable and high-performance applications.

Enterprise 130

Enterprise Applications Development Scalability 130

Cloudera

OCTOBER 20, 2020

In addition, a lot of work has also been put into ensuring that Impala runs optimally in decoupled compute scenarios, where the data lives in object storage or remote HDFS. Open File Formats – provide native querying over open source file formats like Apache Parquet and ORC to prevent lock-in and encourage interoperability.

Storage 103

Storage Performance Software Review Analytics 103

Exadel

DECEMBER 19, 2019

HashiCorp provides open source tools and commercial products to provision, secure, and run distributed application infrastructure. They make Consul, which serves as a DevOps tool that provides service discovery, health checks, load balancing, and key/value storage. A tool we use for this is Consul. About Consul.

DevOps 10

DevOps Load Balancer Open Source Data Center 10

Confluent

OCTOBER 10, 2019

MQTT: This is built on top of TCP/IP for constrained devices and unreliable networks, applying to many (open source) broker implementations and many client libraries. Those who use Kafka often use Kafka Connect as well to enable integration with any source or sink. Long-term storage and buffering. High throughput.

IoT 20

IoT Internet Weak Development Team Scalability 20

Linux Academy

MARCH 28, 2019

High speed low latency networks now allow us to add these nodes anywhere in a cloud infrastructure and configure them under existing load balancers. Once federated storage solutions other than the Prometheus time series database may be used to record metrics over longer periods of time.

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Artificial Inteligence Metrics Machine Learning Linux 60

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. Students will get hands-on training by installing and configuring containers and thoughtfully selecting a persistent storage strategy.

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Linux AWS Big Data Course 80

d2iq

SEPTEMBER 19, 2023

Self-healing is achieved using non-proprietary open-source technology. This includes add-ons for ingress, logging, monitoring, networking, security, storage, load balancing, policy management, observability, and more, with no overarching policy governing the installation and integration of the add-ons.

Infrastructure 52

Infrastructure Load Balancer How To DevOps 52

Exadel

MARCH 10, 2020

Consul is a popular “infra tool” that can be used as a distributed key-value storage, as well as a service discovery feature that includes back end storing IPs, ports, health info, and metadata about discovered services. What is Consul? These features make Consul an ideal control panel for a service mesh solution.

DevOps 52

DevOps Microservices Load Balancer Architecture 52

Kentik

MARCH 6, 2019

Let’s first review a few basic Kubernetes concepts: Pod: “A pod is the basic building block of Kubernetes,” which encapsulates containerized apps, storage, a unique network IP, and instructions on how to run those containers. Cilium (Open Source) - provide secure network connectivity between application containers.

Network 63

Network Microservices .Net Load Balancer 63

Confluent

SEPTEMBER 20, 2019

A distributed streaming platform combines reliable and scalable messaging, storage, and processing capabilities into a single, unified platform that unlocks use cases other technologies individually can’t. In the same way, messaging technologies don’t have storage, thus they cannot handle past data.

Software Review 21

Software Review Technical Review Storage Cloud 21

Codegiant

JUNE 4, 2024

Kubernetes, often abbreviated as K8s, is a powerful open-source container orchestration platform designed to automate the deployment, scaling, and management of containerized applications. By abstracting away the underlying Pods, Services facilitate load balancing, scaling, and service discovery. What is Kubernetes?

Load Balancer 52

Load Balancer Storage Resources Architecture 52

Codegiant

JUNE 4, 2024

Kubernetes, often abbreviated as K8s, is a powerful open-source container orchestration platform designed to automate the deployment, scaling, and management of containerized applications. By abstracting away the underlying Pods, Services facilitate load balancing, scaling, and service discovery. What is Kubernetes?

Load Balancer 52

Load Balancer Storage Resources Architecture 52

AWS Machine Learning - AI

SEPTEMBER 13, 2024

SageMaker has implemented a robust solution that combines two key strategies: sticky session routing in SageMaker with load balancing, and stateful sessions in TorchServe. Then we upload the model artifacts to Amazon Simple Storage Service (Amazon S3). The following are the main steps to deploy the LLava model.

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Linux Academy

JUNE 17, 2019

Ansible is an open source tool that has been backed by Red Hat since 2015. Load Balancing Google Compute Engine Instances. Applying Signed URLs to Cloud Storage Objects. That’s where Ansible comes into play. Applying Google Cloud Identity-Aware Proxy To Restrict Application Access.

Linux 60

Linux Google Cloud Load Balancer Course 60

RapidValue

OCTOBER 12, 2020

Storage – Secure Storage ( Amazon S3 ) and Amazon ElastiCache. Networking – Amazon Service Discovery and AWS App Mesh, AWS Elastic Load Balancing, Amazon API Gateway and AWS Route 53 for DNS. Databases – Amazon RDB, Amazon Aurora, Amazon DynamoDB and dozens more.

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Microservices AWS Architecture Applications 53

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.

Software Review 52

Software Review Load Balancer DevOps Infrastructure 52

Modus Create

AUGUST 17, 2022

Use the Trusted Advisor Idle Load Balancers Check to get a report of load balancers that have a request count of less than 100 over the past seven days. Then, you can delete these load balancers to reduce costs. Using AWS S3 Storage the Right Way. as each has its pricing. . as each has its pricing. .

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Kentik

MAY 23, 2017

Imagine a big data time-series datastore that unifies traffic flow records (NetFlow, sFlow, IPFIX) with related data such as BGP routing, GeoIP, network performance, and DNS logs, that retains unsummarized data for months, and that has the compute and storage power to answer ad hoc queries across billions of data points in a couple of seconds.

Network 40

Network Open Source Big Data Load Balancer 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. Application Load Balancer: It redirects and balances the traffic to my ECS cluster.

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