Dataconomy

APRIL 28, 2023

Understanding machine learning deployment architecture Machine learning model deployment architecture refers to the design pattern or approach used to deploy a machine learning model. Dedicated Model API architecture, where a separate API is created specifically for the model and serves as an interface for model interaction.

Tools 77

Tools Open Source Architecture Applications 77

Scott Lowe

AUGUST 6, 2021

Here’s a quick look at using Envoy as a load balancer in Kubernetes. Eric Sloof shows readers how to use the “Applied To” feature in NSX-T to potentially improve resource utilization. As a learning resource, I thought this post was helpful. Operating Systems/Applications.

Open Source 60

Open Source Load Balancer WAN Architecture 60

Data Center Knowledge

JULY 23, 2013

Cloud Computing » Storage. With a well-planned deployment, and a good infrastructure, companies can efficiently load-balance their IT environment between multiple active, cloud-based, sites. So, if one site should go down – users would transparently be balanced to the next nearest or most available data center. .

Cloud 250

Cloud Disaster Recovery Data Center Backup 250

Scott Lowe

AUGUST 27, 2021

This is an interesting deep dive into Intel’s “Ice Lake” Xeon SP architecture. KubeVirt, if you’re not aware, is a set of controllers and custom resources to allow Kubernetes to manage virtual machines (VMs). Chad McElligott has a nice post on resources for staying in touch with the tech community.

Linux 90

Linux Load Balancer Malware Virtualization 90

Scott Lowe

AUGUST 27, 2021

This is an interesting deep dive into Intel’s “Ice Lake” Xeon SP architecture. KubeVirt, if you’re not aware, is a set of controllers and custom resources to allow Kubernetes to manage virtual machines (VMs). Chad McElligott has a nice post on resources for staying in touch with the tech community.

Linux 60

Linux Load Balancer Malware Virtualization 60

Scott Lowe

NOVEMBER 28, 2016

One offering in particular that Williams calls out is Amazon Aurora, a MySQL-compatible offering that has automatic storage scaling, read replicas, continuous incremental backups to S3, and 6-way replication across availability zones. This sort of architecture gets you greater scale as well as greater redundancy and fault tolerance.

Load Balancer 60

Load Balancer Applications Architecture SOA 60

Scott Lowe

SEPTEMBER 11, 2014

Disaggregation of resources is a common platform option for microservers. Once again this comes back to Intel’s rack-scale architecture work.) A traditional SRF architecture can be replicated with COTS hardware using multi-queue NICs and multi-core/multi-socket CPUs.

Load Balancer 60

Load Balancer Intel Network Hardware 60

Scott Lowe

OCTOBER 5, 2012

This is my first time publishing a Technology Short Take with my new filesystem-based approach of managing resources. Erik Smith, notably known for his outstanding posts on storage and FCoE, takes a stab at describing some of the differences between SDN and network virtualization in this post. storage enhancements. Networking.

Storage 92

Storage Vmware Linux Virtualization 92

Fountainhead

MAY 6, 2010

Converged Infrastructure and Unified Computing are both terms referring to technology where the complete server profile, including I/O (NICs, HBAs, KVM), networking (VLANs, IP load balancing, etc.), and storage connectivity (LUN mapping, switch control) are all abstracted and defined/configured in software.

Data Center 100

Data Center Virtualization Storage Network 100

Linux Academy

MARCH 28, 2019

N-Tier architectures and micro-services applications must be tuned for performance. By using the Kubernetes Metrics Server or metrics from tools such as Prometheus, a cluster may respond to resource demands when pre-programmed thresholds are surpassed. So the question is now not whether to deploy, but when, where, why and how?

Open Source 60

Open Source Devops Linux Cloud 60

Scott Lowe

SEPTEMBER 12, 2012

As a provider, Expedient has to balance five core resources: compute, storage (capacity), storage (performance), network I/O, and memory. Expedient found that migrating to 10 GbE actually “unlocked” additional performance headroom in the other resources, which wasn’t expected.

Intel 108

Intel Virtualization Data Center Network 108

Scott Lowe

DECEMBER 6, 2012

Another good resource is Dan Hersey’s guide to building an SDN-based private cloud in an hour. I might have mentioned this before, but Ken Pepple’s OpenStack Folsom architecture post is just awesome. Brent is creating some fantastic content that I’ve found extremely useful. Cloud Computing/Cloud Management.

Vmware 108

Vmware Virtualization Storage Hardware 108

Scott Lowe

DECEMBER 17, 2015

Ray Budavari—who is an absolutely fantastic NSX resource—has a blog post up on the integration between VMware NSX and vRealize Automation. This article listing 20 Linux server hardening tips contains some basic tips but is nevertheless a very good resource for someone looking for Linux security recommendations. Kubernetes cheat sheet?

Vmware 60

Vmware Linux Architecture Hardware 60

All Things Distributed

NOVEMBER 15, 2010

We believe that making these GPU resources available for everyone to use at low cost will drive new innovation in the application of highly parallel programming models. These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. From CPU to GPU.

Architecture 136

Architecture Programming Web Services Applications 136

Fountainhead

DECEMBER 8, 2009

Think of it this way: Fabric Computing is the componentization and abstraction of infrastructure (such as CPU, Memory, Network and Storage). The next step is to define in software the converged network, its switching, and even network devices such as load balancers. Provisioning of the network, VLANs, IP load balancing, etc.

Data Center 113

Data Center Virtualization Load Balancer Network 113

Fountainhead

OCTOBER 6, 2009

A specific angle I want to address here is that of infrastructure automation ; that is, the dynamic manipulation of physical resources (virtualized or not) such as I/O, networking, load balancing, and storage connections - Sometimes referred to as "Infrastructure 2.0". a Fabric), and network switches, load balancers, etc.

Load Balancer 100

Load Balancer Virtualization Data Center Network 100

Linux Academy

AUGUST 13, 2019

List the different cloud architecture design principles . Identify resources for security support . Identify resources for technology support . Identify resources for technology support . Identify resources available for billing support. Basic AWS Cloud architectural principles. Load Balancers, Auto Scaling.

Cloud 16

Cloud Study Training Web Services 16