AWS Machine Learning - AI

NOVEMBER 7, 2024

Load balancer – Another option is to use a load balancer that exposes an HTTPS endpoint and routes the request to the orchestrator. You can use AWS services such as Application Load Balancer to implement this approach. The invocation generates an AWS CloudTrail event.

Generative AI 103

Generative AI AWS Artificial Inteligence Enterprise 103

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 62

Azure Load Balancer Linux Software Review 62

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. Capture the relevant entry and exit points, key operations, and events that occur during these processes. This should guide your instrumentation efforts.

Load Balancer 98

Load Balancer Architecture Engineering Technical Support 98

Kentik

APRIL 3, 2023

event(data) duration = float(event) / 1000000 print("TCP retransmit detected (duration: %0.2f ms)" % duration) # loop and handle perf output events bpf["events"].open_perf_buffer(print_event) event(data) duration = float(event) / 1000000 print("TCP retransmit detected (duration: %0.2f

Programming 110

Programming Network Load Balancer Linux 110

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

CircleCI

JANUARY 24, 2022

To monitor the behavior of distributed applications and track the origin of non-functional events, teams have been using traditional monitoring technology and tools. By monitoring the metrics of running systems, developers can detect when these systems begin to deviate from normal behavior. Observability makes this possible.

Software Development 52

Software Development Software Development Metrics 52

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

Honeycomb

FEBRUARY 8, 2023

A part of the “service level” family , an SLO is a reliability target (for example, “99%”) driven by an SLI (which is a metric like “requests completed without error”) that organizations use to ensure user experiences are smooth and customer contracts are being met. Can we express this in clear language with common-sense metrics?

Weak Development Team 57

Weak Development Team Load Balancer Metrics Engineering 57

Perficient

MARCH 29, 2023

ECE provides built-in notification and alerting capabilities, which can be configured to trigger on events such as cluster status changes, resource usage thresholds, and system updates. Availability ECE provides features such as automatic failover and load balancing, which can help ensure high availability and minimize downtime.

Enterprise 64

Enterprise Cloud Disaster Recovery Load Balancer 64

Perficient

DECEMBER 13, 2023

Automated ETL trigger AWS EventBridge triggers the AWS Lambda based on events, which in turn initiates a job. Performance Monitoring on the Cloud AWS CloudWatch serves as a vigilant monitoring tool that provides alarms and logs for tracking and analysis of ETL job performance metrics, ensuring efficient and optimized workflows.

AWS 52

AWS Healthcare Data Lambda 52

Codegiant

JUNE 4, 2024

Automated Scaling: It adjusts the number of running instances based on resource usage or custom metrics. Service Discovery and Load Balancing: Kubernetes facilitates seamless communication between containers and distributes traffic for optimal performance. Kubernetes Services enable networking within a Kubernetes cluster.

Load Balancer 52

Load Balancer Storage Resources Architecture 52

Codegiant

JUNE 4, 2024

Automated Scaling: It adjusts the number of running instances based on resource usage or custom metrics. Service Discovery and Load Balancing: Kubernetes facilitates seamless communication between containers and distributes traffic for optimal performance. Kubernetes Services enable networking within a Kubernetes cluster.

Load Balancer 52

Load Balancer Storage Resources Architecture 52

Cloudera

MARCH 14, 2023

When a draft is ready to be deployed in production, it is published to the Catalog, and can be productionalized with serverless DataFlow Functions for event-driven, micro-bursty use cases or auto-scaling DataFlow Deployments for low latency, high throughput use cases.

Agile 83

Agile Development Data Serverless 83

Cloudera

JANUARY 31, 2024

Replication is a crucial capability in distributed systems to address challenges related to fault tolerance, high availability, load balancing, scalability, data locality, network efficiency, and data durability. Introduction Kafka as an event streaming component can be applied to a wide variety of use cases.

Policies 69

Policies Metrics Load Balancer Software Review 69

Honeycomb

JUNE 17, 2021

When we see a pile of logs, traces, or events, we get an idea of what to look for based on how we know things are structured, even if very little of that information remains by the time you’ve sent it to a product like Honeycomb. Right now, we’ve defined ingest SLOs three times over: Once for our event input from Beelines.

Data 52

Data Load Balancer Architecture Engineering 52

High Scalability

JUNE 4, 2019

Fun and Informative Events. Advertise your event here! Leverage this data across your monitoring efforts and integrate with PerfOps’ other tools such as Alerts, Health Monitors and FlexBalancer – a smart approach to load balancing. Make your job search O (1), not O ( n ). Apply here. Need excellent people?

Load Balancer 46

Load Balancer Advertising Metrics PHP 46

Netflix Tech

SEPTEMBER 10, 2024

The other main use case was RENO, the Rapid Event Notification System mentioned above. This also enables things like subscribing to device events to know when another device comes online and when they’re available to pair or send a message to. A basic order of events for a device to device message.

Systems Review 91

Systems Review Software Review Technical Review Policies 91

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 117

Load Balancer Metrics Data Groups 117

Kentik

SEPTEMBER 27, 2019

Many consider it one of the industry’s top digital infrastructure events. In this post, we share some of what we learned at the event—from what was announced in the general sessions, to what we heard from attendees during conversations in the Kentikbooth. Consistent Load Balancing for Multi-Cloud Environments.

Load Balancer 53

Load Balancer Conference AWS Virtualization 53

Confluent

MAY 13, 2019

Second, none of them yet provide the complete event streaming experience that developers need to build event-driven applications—that is, developers do not live by Kafka alone. We also had to work around various limits on cloud infrastructure, like limits on the number of VPCs and elastic load balancers per account.

Cloud 100

Cloud Load Balancer Infrastructure Scalability 100

Trigent

MARCH 8, 2021

Further, a sound process also brings in elements of risk mitigation and impact assessment and ensures adequate controls are built into SOP documents to circumvent any unforeseen event. Metrics like velocity, reliability, reduced application release cycles and ability to ramp up/ramp down are commonly used.

Testing 98

Testing Software Review DevOps Technical Review 98

Kentik

MAY 29, 2018

From a high-level perspective, network operators engage in network capacity planning to understand some key network metrics: Types of network traffic. Measure and analyze traffic metrics to establish performance and capacity baselines for future bandwidth consumption. Key metrics for planning network capacity.

Network 52

Network Metrics Load Balancer WAN 52

xmatters

MAY 18, 2022

Incident management is a practice that seeks to resolve business-impacting events in the most efficient manner possible. When determining whether an event is a problem or an incident, consider the following: Does the event render a service unavailable? Does the event affect service quality? Incident Response.

Google Cloud 52

Google Cloud Load Balancer Analysis Systems Review 52

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. Again, we came away empty-handed as there was no noticeable difference in the amount or the distribution of the events between the “slow” and “fast” nodes.

Hardware 145

Hardware Performance Software Review Microservices 145

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. Implement event-based notifications across all your CI/CD pipelines. Reuse config. Sonarcloud.

Load Balancer 104

Load Balancer Testing AWS Analysis 104

Progress

JANUARY 2, 2020

Sitefinity Cloud takes full advantage of all the available performance metrics and troubleshooting tools to keep your project in prime shape. There’s more than one way to get things right and fine-tuning is an art if you want load balancing, geo redundancy, autoscaling, backup and recovery to absolutely click.

Cloud 52

Cloud Azure Metrics Backup 52

Progress

JANUARY 2, 2020

Sitefinity Cloud takes full advantage of all the available performance metrics and troubleshooting tools to keep your project in prime shape. There’s more than one way to get things right and fine-tuning is an art if you want load balancing, geo redundancy, autoscaling, backup and recovery to absolutely click.

Cloud 52

Cloud Azure Metrics Backup 52

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. Schedule it with CloudWatch Event Rules for an automated stop/start of the instance when not in use or use AWS Instance Scheduler. Cost and Usage Report. AWS Budgets.

AWS 52

AWS Serverless Load Balancer Lambda 52

Honeycomb

OCTOBER 20, 2022

If extra ports are open, that can confuse health checks and stop a load balancer from seeing your collector pods. For examples of collectors that process metrics, there are some docs over at Lightstep. You get state-of-the-art observability on up to 20 million events (spans) per month—a very useful free tier! ports[*]}{.containerPort}{"t"}{.name}{"n"}{end}.

Load Balancer 52

Load Balancer Testing Fashion Examples 52

O'Reilly Media - Ideas

AUGUST 20, 2024

Can operations staff take care of complex issues like load balancing, business continuity, and failover, which the applications developers use through a set of well-designed abstractions? Like the events recounted above, the work took place in the 2010s. But that argument isn’t really convincing without metrics.

Engineering 112

Engineering Software Review Weak Development Team Software Development 112

Honeycomb

SEPTEMBER 20, 2018

Both offer the ability to collect and search across wide, context-laden events about your infrastructure and services. This frees up your team to instrument their code with events specific to your use case, adding the valuable context you need to improve your service and make your customers happier. Elastic is schemaless.

Software Review 63

Software Review Load Balancer Systems Review Internet 63

Altexsoft

SEPTEMBER 21, 2023

Analysis of logs, metrics, and security events. With Elasticsearch, you can aggregate and analyze large streams of logs, metrics, and security events in near real-time, making it indispensable for system monitoring and security information and event management (SIEM). Real-time behavior modeling with ML.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 52

Instaclustr

SEPTEMBER 9, 2021

Client nodes act as a gateway to the cluster and help load balance the incoming ingest and search requests. In the event of a failure, data can be replayed from the translog. Aggregations let you filter and categorize your documents, calculate metrics, and build aggregation pipelines by combining multiple aggregations.

Architecture 55

Architecture Metrics Scalability Analytics 55

Kaseya

JANUARY 23, 2023

Network infrastructure includes everything from routers and switches to firewalls and load balancers, as well as the physical cables that connect all of these devices. Incident response: Incident response is a set of procedures to be followed in the event of a security breach or attack.

Network 52

Network Disaster Recovery Security Software Review 52

Cloudera

JUNE 28, 2022

The card transaction data usually comes from event-driven sources, where new data arrives as card purchases happen in the real world. It requires setting up load balancers, DNS records, certificates, and keystore management. . containing data that may have to be used to enrich the streaming data.

Analytics 85

Analytics Machine Learning Artificial Inteligence Cloud 85

Honeycomb

NOVEMBER 18, 2021

While I’m a proponent of rich, wide events with many attributes, it’s not a requirement to have fully enriched events to get started. Even analyzing flat HTTP request logs from your cloud provider’s load balancer can give you insight into what requests are slow and exactly how slow they are.

Microservices 52

Microservices Load Balancer Data Enterprise 52

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