AWS Machine Learning - AI

MARCH 13, 2025

Additionally, SageMaker endpoints support automatic load balancing and autoscaling, enabling your LLM deployment to scale dynamically based on incoming requests. Optimizing these metrics directly enhances user experience, system reliability, and deployment feasibility at scale. xlarge across all metrics.

Artificial Inteligence 75

Artificial Inteligence AWS Machine Learning Load Balancer 75

Perficient

MARCH 18, 2025

It facilitates service discovery and load balancing within the microservices architecture. It includes dashboards for tracking system performance, logs, and metrics to aid in troubleshooting and maintaining system health. Tooling-web : Provides a suite of monitoring and debugging tools for developers and administrators.

Load Balancer 52

Load Balancer Microservices eCommerce Scalability 52

Existek

MARCH 24, 2025

They must track key metrics, analyze user feedback, and evolve the platform to meet customer expectations. Measuring your success with key metrics A great variety of metrics helps your team measure product outcomes and pursue continuous growth strategies. It usually focuses on some testing scenarios that automation could miss.

Development 52

Development How To Technical Review Quality Assurance 52

The Citus Data

SEPTEMBER 22, 2023

PostgreSQL 16 has introduced a new feature for load balancing multiple servers with libpq, that lets you specify a connection parameter called load_balance_hosts. You can use query-from-any-node to scale query throughput, by load balancing connections across the nodes. Postgres 16 support in Citus 12.1

Load Balancer 135

Load Balancer Azure Testing Microservices 135

Dzone - DevOps

MARCH 18, 2024

Here are some key aspects where AI can drive improvements in architecture design: Intelligent planning : AI can assist in designing the architecture by analyzing requirements, performance metrics, and best practices to recommend optimal structures for APIs and microservices.

Microservices 96

Microservices Architecture Load Balancer Cloud 96

Daniel Bryant

SEPTEMBER 16, 2022

Most successful organizations base their goals on improving some or all of the DORA or Accelerate metrics. DORA metrics are used by DevOps teams to measure their performance and find out whether they are “low performers” to “elite performers.” You want to maximize your deployment frequency while minimizing the other metrics.

Load Balancer 95

Load Balancer Cloud Continuous Delivery Microservices 95

DevOps.com

OCTOBER 18, 2022

The report also identified logs generated by NGINX proxy software (38%) as being the most common type of log, followed by Syslog (25%) and Amazon Load Balancer […]. New Relic today shared a report based on anonymized data it collects that showed a 35% increase in the volume of logging data collected by its observability platform.

Report 117

Report Load Balancer Data Software 117

Honeycomb

NOVEMBER 25, 2024

Honeycomb’s SLOs allow teams to define, measure, and manage reliability based on real user impact, rather than relying on traditional system metrics like CPU or memory usage. Instead, they consolidate logs, metrics, and traces into a unified workflow.

Continuous Delivery 59

Continuous Delivery Metrics Engineering Fractional CTO 59

The Crazy Programmer

JULY 25, 2020

Load balancing – you can use this to distribute a load of incoming traffic on your virtual machine. OS guest diagnostics – You can turn this on to get the metrics per minute. NIC network security group – It consists of the security rules that we want to apply on our network. For details – [link].

Azure 249

Azure Virtualization Windows Data Center 249

Honeycomb

JUNE 1, 2023

In a simple deployment, an application will emit spans, metrics, and logs which will be sent to api.honeycomb.io This also adds the blue lines, which denote metrics data. The metrics are periodically emitted from applications that don’t contribute to traces, such as a database. and show up in charts.

Load Balancer 111

Load Balancer Metrics Network Cloud 111

Kentik

JUNE 27, 2023

It includes rich metrics for understanding the volume, path, business context, and performance of flows traveling through Azure network infrastructure. For example, Express Route metrics include data about inbound and outbound dropped packets.

Azure 105

Azure Cloud Load Balancer Firewall 105

AWS Machine Learning - AI

APRIL 24, 2024

Additionally, you can access device historical data or device metrics. The device metrics are stored in an Athena DB named "iot_ops_glue_db" in a table named "iot_device_metrics". It is hosted on Amazon Elastic Container Service (Amazon ECS) with AWS Fargate , and it is accessed using an Application Load Balancer.

Artificial Inteligence 134

Artificial Inteligence Lambda Knowledge Base IoT 134

Netflix Tech

AUGUST 16, 2023

It seems like a minor change, but it had to be seamlessly integrated into our existing metrics and connection bookkeeping. We had discussed subsetting many times over the years, but there was concern about disrupting load balancing with the algorithms available. Subsetting Success The results were outstanding.

Load Balancer 71

Load Balancer Metrics Examples AWS 71

Perficient

FEBRUARY 13, 2024

Load Balancer Client If any microservice has more demand, then we allow the creation of multiple instances dynamically. In that situation, to pick up the right instance with less Load Factor from other microservices, we use a Load Balancer Client (LBC) like Ribbon, Feign Client, HTTP LoadBalancer, etc.

Microservices 105

Microservices Architecture Load Balancer MVC 105

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). Introduction.

Load Balancer 74

Load Balancer Metrics Open Source Systems Review 74

Dzone - DevOps

APRIL 21, 2023

Monitoring and Logging : Kong offers detailed metrics and logs to help monitor API performance and identify issues. Traffic Management : Kong provides traffic management features, such as rate limiting, request throttling, and IP whitelisting, to maintain the reliability and stability of APIs.

Load Balancer 96

Load Balancer Microservices Authentication Architecture 96

Kentik

APRIL 4, 2023

When evaluating solutions, whether to internal problems or those of our customers, I like to keep the core metrics fairly simple: will this reduce costs, increase performance, or improve the network’s reliability? It’s often taken for granted by network specialists that there is a trade-off among these three facets. Resiliency.

Network 104

Network Load Balancer Cloud Backup 104

Dzone - DevOps

AUGUST 18, 2023

Under a heavy load, the application could break if the traffic routing, load balancing, etc., In this blog post, we will discuss the open-source service mesh Kuma, its architecture, and its easy-to-implement policies like traffic control, metrics, circuit breaking, etc. were not optimized.

Load Balancer 75

Load Balancer Microservices Open Source Architecture 75

Cloudera

JUNE 17, 2022

Which load balancer should you pick and how should it be configured? Figure 1: CDF-PC takes care of everything you need to provide stable, secure, scalable endpoints including load balancers, DNS entries, certificates and NiFi configuration. Who manages certificates and configures the source system and NiFi correctly?

Load Balancer 94

Load Balancer Data Scalability Data Center 94

Kentik

JANUARY 6, 2021

We see these DevOps teams unifying logs, metrics, and traces into systems that can answer critical questions to support great operations and improved revenue flow. Application layer : ADCs, load balancers and service meshes. Most companies can’t yet see a unified view across these networks and key elements in one place.

Network 128

Network WAN Wireless Load Balancer 128

Kentik

FEBRUARY 15, 2021

Common monitoring metrics are latency, packet loss, and jitter. But these metrics usually are at an individual service level, like a particular internet gateway or load balancer. The outcome of having metrics and logging at the service level is the difficulty of tracing through the system.

Metrics 98

Metrics Systems Review Network Load Balancer 98

Tenable

NOVEMBER 25, 2022

Get the latest on the Hive RaaS threat; the importance of metrics and risk analysis; cloud security’s top threats; supply chain security advice for software buyers; and more! . But to truly map cybersecurity efforts to business objectives, you’ll need what CompTIA calls “an organizational risk approach to metrics.”.

Metrics 52

Metrics Cloud Backup Software Review 52

ParkMyCloud

DECEMBER 4, 2020

Load Balancers – AWS Elastic Load Balancers (ELB) cannot be stopped (or parked), so to avoid getting billed for the time you need to remove it. The same can be said for Azure Load Balancer and GCP Load Balancers.

Resources 57

Resources Load Balancer Cloud Google Cloud 57

Trigent

MARCH 8, 2021

Metrics like velocity, reliability, reduced application release cycles and ability to ramp up/ramp down are commonly used. Further, there are also a set of metrics aimed at the efficiency of the CI/CD pipeline, like environment provisioning time, features deployment rate, and a series of build, integration, and deployment metrics.

Testing 98

Testing Software Review DevOps Technical Review 98

Netflix Tech

NOVEMBER 23, 2020

In order to design, operate, and measure these networks, we must collect metrics and state data from the thousands of devices that compose them. With every instance in the cluster able to serve streams for each target, we’re able to load balance incoming clients connections among all of the cluster instances.

Load Balancer 75

Load Balancer Open Source Network Transportation 75

Datavail

JANUARY 18, 2024

Implement Elastic Load Balancing Implementing elastic load balancing (ELB) is a crucial best practice for maximizing PeopleSoft performance on AWS. Implementing ELB for PeopleSoft workloads involves defining relevant health checks, load-balancing algorithms, and session management settings.

AWS 61

AWS Performance Load Balancer Scalability 61

CircleCI

JANUARY 21, 2021

Now that you know how to optimize your pipelines via metric benchmarks, your 2nd resolution for 2021 should be to best use precious developer time. Record results on the Cypress Dashboard and load balance tests in parallel mode. Learn more about our recommended delivery benchmarks here. Reuse config. Sonarcloud.

Load Balancer 104

Load Balancer Testing AWS Analysis 104

Kentik

MARCH 9, 2023

Traditional network monitoring relies on telemetry sources such as Simple Network Messaging Protocol (SNMP), sFlow, NetFlow, CPU, memory, and other device-specific metrics. Your switches, servers, transits, gateways, load balancers, and more are all capturing critical information about their resource utilization and traffic characteristics.

Network 97

Network WAN Artificial Inteligence IoT 97

Honeycomb

JULY 6, 2023

Here are some best practices: Determine the specific customer issues you want to troubleshoot, and the key metrics and events that will help identify and resolve those issues. If the data fails to reach the Shepherd service, our next step is to investigate the ELB load balancer. This should guide your instrumentation efforts.

Load Balancer 98

Load Balancer Architecture Engineering Technical Support 98

Kentik

APRIL 3, 2023

For example, to determine latency using traffic generated from probes or by analyzing packets, that traffic would likely pass through routers, firewalls, security appliances, load balancers, etc. Using a synthetic test, we can capture the metrics for each component of that interaction from layer 3 to the application layer itself.

Programming 110

Programming Network Load Balancer Linux 110

CircleCI

MARCH 22, 2021

Another technique is to use a load balancer for dividing traffic among multiple running instances. They have services that implicitly use a load balancer while offering an explicit load balancer, too. For instance, on AWS, you can leverage Amazon Elastic Load Balancer for distributing incoming traffic.

Applications 59

Applications Load Balancer Software Review Storage 59

Kentik

APRIL 16, 2023

As these applications scale, and engineering for reliability comes into the forefront, DevOps engineers begin to rely on networking concepts like load balancing, auto-scaling, traffic management, and network security.

Network 64

Network Applications Development Load Balancer 64

Honeycomb

JUNE 22, 2022

This is supplemental to the awesome post by Brian Langbecker on using Honeycomb to investigate the Application Load Balancers (ALB) Status Codes in AWS. Since Azure AppService also has a Load Balancer serving the application servers, we can use the same querying techniques to investigate AppService performance.

Azure 64

Azure Load Balancer Linux Software Review 64

Daniel Bryant

JULY 29, 2020

For example, do you need an Amazon ELB, NLB, or ALB, or are you using a GCP L4 or (HTTPS-friendly) L7 load balancer? You can deploy a new service to the cluster in minutes and access this via a properly configured cloud load balancer and Kubernetes ingress, and view top line metrics via Prometheus. Try it now !

Network 52

Network Load Balancer Testing Metrics 52

Datavail

DECEMBER 28, 2023

Administrators can identify potential issues and take necessary actions before they escalate by proactively monitoring key metrics such as latency, throughput, disk usage, and resource utilization. These tools provide more advanced monitoring features, including alerting based on custom thresholds and metrics.

Scalability 57

Scalability Load Balancer Database Administration Metrics 57

Honeycomb

FEBRUARY 1, 2024

And you find the balance of how much telemetry to sample, retaining the shape of important metrics and traces of all the errors, while dropping the rest to minimize costs. This does happen when load balancer configuration changes or services start using more HTTP codes. You build up alerts based on those errors.

Load Balancer 119

Load Balancer Metrics Data Groups 119

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. What’s worse, average latency degraded by more than 50%, with both CPU and latency patterns becoming more “choppy.”

Hardware 145

Hardware Performance Software Review Microservices 145