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. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 101

Artificial Inteligence Lambda Generative AI Knowledge Base 101

Kentik

JANUARY 17, 2017

A10 Networks is a networking industry leader, and their series of application networking, load balancing, and DDoS protection solutions accelerate and secure the applications and networks of the world’s largest enterprises, service providers, and cloud platforms. A10 solutions help protect some of the world's largest networks.

Network 40

Network IoT Load Balancer Systems Review 40

Kentik

MARCH 27, 2017

The disruption of network bandwidth or performance to any particular set of services can create a disastrous ripple effect on the entire application eco-system, which makes it critical to protect more than just north-south, client-server Web traffic. with BGP, GeoIP, SNMP, and performance metrics from packet capture.

Enterprise 40

Enterprise Policies Analytics Architecture 40

Kentik

DECEMBER 19, 2016

You’ve got APM, and metrics, and Net NPM, and DDoS protection, and it all needs to work, and it all needs to be related. If the link is congested, then a basic NetFlow tool function allows you to double click on that, and you can see that the link is full because there’s tons of traffic due to the database servers syncing.

Technical Review 40

Technical Review Network Load Balancer Metrics 40

Perficient

JULY 20, 2023

In this blog, we will highlight five specific strategies for Cloud FinOps, focusing on autoscaling, budgets, reservations, monitoring for under-utilized resources, and architecting systems for cost efficiency. With autoscaling schedules, you can proactively plan and adjust resources based on known usage patterns.

Cloud 52

Cloud Strategy Weak Development Team Load Balancer 52

The Crazy Programmer

JULY 25, 2020

How to use a Virtual Machine in your Computer System? In simple words, If we use a Computer machine over the internet which has its own infrastructure i.e. So once a client wants a game to be developed which should run on All of the operating Systems (i.e. So this was an example in terms of operating systems. Management.

Azure 249

Azure Virtualization Windows Data Center 249

Kentik

FEBRUARY 15, 2021

Do you work with distributed software systems? They’re normally more robust and reliable than single systems, but they have a more complex network architecture. Common monitoring metrics are latency, packet loss, and jitter. Distributed Systems Are Complex. Cloud providers often hide much of this complexity.

Metrics 98

Metrics Systems Review Load Balancer Network 98

Honeycomb

JUNE 1, 2023

In a simple deployment, an application will emit spans, metrics, and logs which will be sent to api.honeycomb.io The best practice for security purposes is to use a Gateway Collector so production systems don’t need to communicate externally. This also adds the blue lines, which denote metrics data. and show up in charts.

Load Balancer 109

Load Balancer Metrics Network Cloud 109

Modus Create

JANUARY 28, 2022

As your traffic rises and falls, you can set up auto-scaling on a specific metric (e.g., Therefore, you can bring the number of containers up or down in response to fluctuations in the selected metric. It’s cost-effective because you can better utilize the available resources and not use them on operating system overhead.

Load Balancer 59

Load Balancer Applications AWS Software Review 59

OpenCredo

FEBRUARY 5, 2019

An important part of ensuring a system is continuing to run properly is around gathering relevant metrics about the system so that they can either have alerts triggered on them, or graphed to aid diagnosing problems. The metrics are stored in blocks encompassing a configured period of time (by default 2 hours).

Load Balancer 74

Load Balancer Metrics Open Source AWS 74

Kentik

APRIL 3, 2023

eBPF is a lightweight runtime environment that gives you the ability to run programs inside the kernel of an operating system, usually a recent version of Linux. Those calls could be for kernel services, network services, accessing the file system, and so on. This could be due to congestion or even errors on the remote NIC.

Programming 110

Programming Load Balancer Linux Network 110

Netflix Tech

NOVEMBER 9, 2022

GS2 is a stateless service that receives traffic through a flavor of round-robin load balancer, so all nodes should receive nearly equal amounts of traffic. a contiguous chunk of data (typically 64 bytes on x86 systems) transferred to and from the cache. Cache line is a concept similar to memory page?—?a

Hardware 145

Hardware Performance Software Review Microservices 145

CircleCI

MARCH 22, 2021

Making sure you have valid unit test and regression test coverage also prevents problems that arise due to any changes to the codebase required later for scaling. Partition tolerance — the system continues to operate despite an arbitrary number of messages being dropped (or delayed) by the network between nodes. Scaling file storage.

Applications 59

Applications Load Balancer Software Review Storage 59

Altexsoft

SEPTEMBER 21, 2023

From those home-made beginnings as Compass, Elasticsearch has matured into one of the leading enterprise search engines, standing among the top 10 most popular database management systems globally according to the Stack Overflow 2023 Developer Survey. Analysis of logs, metrics, and security events. Real-time behavior modeling with ML.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 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. It basically takes a set of isolated stateless sidecar proxies and turns them into a distributed system.

Network 63

Network Microservices .Net Load Balancer 63

Modus Create

AUGUST 17, 2022

AWS provides a few native tools that can help you gather cost data and system metrics to identify cost-related inefficiencies in your setup: AWS Cost Explorer. 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.

AWS 52

AWS Serverless Load Balancer Lambda 52

xmatters

MAY 18, 2022

The outage caused 404 errors for downstream customers using Google Cloud Load Balancing (GCLB). Problem response, on the other hand, tends to happen after problems are noted, prioritized, and assigned to an individual for review. Incident Response.

Google Cloud 52

Google Cloud Load Balancer Analysis Systems Review 52

Honeycomb

SEPTEMBER 29, 2020

The primary hosting pattern to migrate was a.NET application running on a Windows instance behind a load balancer. For SSM documents, we pushed in-process spans to a stack saved to the local file system. Does introducing a new agent version preserve the stability of the system or does it de-stabilized it? Conclusion.

AWS 52

AWS Software Review CTO Coach Fractional CTO 52

Kentik

SEPTEMBER 27, 2019

Let’s review a few important product announcements for each. load balancing, application acceleration, security, application visibility, performance monitoring, service discovery and more. Consistent Load Balancing for Multi-Cloud Environments. Kubernetes. NSX Cloud: Consistently Extend NSX to AWS and Azure.

Load Balancer 53

Load Balancer Conference AWS Virtualization 53

LogicMonitor

NOVEMBER 16, 2018

An issue in a shared service, or a key network component, can lead to alerts in many dependent applications, which, while all accurately reflecting the state of systems, can slow issue remediation. Topology and dependency info will allow the LM platform to suppress alerts from the dependent systems. on that service as a whole.

Metrics 40

Metrics Systems Review Storage Data Center 40

Xicom

JUNE 18, 2020

With the customer feedback and user’s review, you may improve and upgrade the app with the additional features which in turn increase your app users. In simple words, the scalability of the app is the capacity of the system to handle the load of the application and ensure the smooth functioning of the app with the increasing user load.

SOA 52

SOA AWS How To Technical Advisors 52

Daniel Bryant

SEPTEMBER 11, 2018

Then, when developers we’re ready to ship their unit of code, they would turn to our Operations team to manage the runtime configurations, exposing the application on a single port, managing the load balancers, SSL termination and making sure the DNS records were pointing to the right location. at least as the runtime platform.

Load Balancer 40

Load Balancer Development Software Review Microservices 40

Instaclustr

SEPTEMBER 9, 2021

We will review some of the building blocks that make Elasticsearch and OpenSearch some of the leading analytics and search engines. Client nodes act as a gateway to the cluster and help load balance the incoming ingest and search requests. We will review some of the most common data types in a later section. Client Nodes.

Architecture 55

Architecture Metrics Scalability Analytics 55

Daniel Bryant

FEBRUARY 28, 2019

Moving away from hardware-based load balancers and other edge appliances towards the software-based “programmable edge” provided by Envoy clearly has many benefits, particularly in regard to dynamism and automation. Here operations team will specify sensible system defaults, and also adapt these in real-time based on external events.

Weak Development Team 40

Weak Development Team Development Load Balancer Software Review 40

Netflix Tech

DECEMBER 14, 2018

In this post we will provide details of the NMDB system architecture beginning with the system requirements?—?these A fundamental requirement for any lasting data system is that it should scale along with the growth of the business applications it wishes to serve. key value stores generally allow storing any data under a key).

Media 94

Media Systems Review Storage Performance 94

Instaclustr

OCTOBER 14, 2019

Ben shared lots of revealing graphs of metrics relevant to community health, including trends in the number of issues created and resolved since 2014, code additions and subtractions, code commits, committer stats (there are more now than 2017), release activity, commits by top contributors, google search term trends, and database engines ranking.

Technical Review 36

Technical Review Technology Report Open Source 36

LaunchDarkly

SEPTEMBER 20, 2019

The goal was to simulate a loss of a system so that they could build this adaptive environment, so that they didn’t really have to worry about resiliency as much. You can go blow up stateless applications all day long and you can just load balance across new resources all the time. It makes this really easy to do.

Engineering 9

Engineering Weak Development Team Development Team Review Testing 9

Instaclustr

OCTOBER 14, 2019

Ben shared lots of revealing graphs of metrics relevant to community health, including trends in the number of issues created and resolved since 2014, code additions and subtractions, code commits, committer stats (there are more now than 2017), release activity, commits by top contributors, google search term trends, and database engines ranking.

Technical Review 28

Technical Review Technology Report Open Source 28

Kentik

AUGUST 15, 2016

Generally, the goal of multi-homing is to use both upstream provider connections in a sane manner and “load-balance” them. You don’t need BGP to load-balance; you can do that almost as well with a “round-robin” or “route-caching.” We’ll be talking more about metrics in the future.

Advertising 40

Advertising Load Balancer Internet .Net 40

LeanEssays

JANUARY 21, 2016

Antifragile Systems 4. Mobile Apps The Cloud In 2003 Nicholas Carr’s controversial article “IT Doesn’t Matter” was published in Harvard Business Review. Using the Google File System as a model, they spent 2004 working on a distributed file system for Nutch. The Cloud 2. Big Data 3. Content Platforms 5.

Software Review 55

Software Review Innovation Software Technical Advisors 55

Daniel Bryant

DECEMBER 3, 2019

Deep systems” (microservices) create new problems in understandability, observability, and debuggability I’ve been hearing some interesting buzz about “deep systems” for the past few months, primarily from Ben Sigelman and the Lightstep team. But now we are building deep systems in the cloud.

Technical Review 10

Technical Review Microservices Software Review Cloud 10

Confluent

SEPTEMBER 20, 2019

As a distributed system for collecting, storing, and processing data at scale, Apache Kafka ® comes with its own deployment complexities. You don’t have to wait for the next official release of Kafka and avoid getting stuck due to bugs in the software. You would miss project deadlines due to technical difficulties.

Software Review 21

Software Review Technical Review Storage Cloud 21

Honeycomb

NOVEMBER 17, 2023

Software systems are increasingly complex. Observability is not just a buzzword; it’s a fundamental shift in how we perceive and manage the health, performance, and behavior of software systems. Observability starts by collecting system telemetry data, such as logs, metrics, and traces.

Metrics 125

Metrics Software Review Analysis Technical Review 125

The Citus Data

DECEMBER 11, 2021

From the beginning of the COVID-19 pandemic, the United Kingdom (UK) government has made it a top priority to track key health metrics and to share those metrics with the public. In June of 2020, Pouria’s team was in the midst of architecting and evolving a more scalable system to power the application.

Azure 87

Azure Open Source Software Review Analytics 87

High Scalability

NOVEMBER 25, 2019

He and his colleagues spend their productive hours scaling large distributed file systems. Our only option was to roll up our sleeves and build basic cloud file system components such as object store ourselves. Load Balancers / Reverse Proxy. Java used to power core file system code. Introduction. Elasticsearch.

Architecture 21

Architecture Data Center Software Review Storage 21