Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. There are many logs and metrics, and they are all over the place.

Metrics 85

Metrics Government Lambda Systems Administration 85

Stackery

DECEMBER 6, 2019

Tod introduced a high-level sample architecture for SaaS with serverless: web application (in this case, React hosting in an S3 Bucket) ? and the actual application services; in this case, a Lambda Function. The architecture went something like this: Tenant 1 and 2 ? tenant context, role, etc) Custom authorizer Lambda.

Serverless 52

Serverless Lambda Microservices AWS 52

Trigent

APRIL 7, 2022

Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. The new freedom to scale on-demand and the elimination of estimating load and traffic led to the massive adoption of serverless architectures. Having said this, one must tread cautiously when going in for serverless architecture.

Serverless 52

Serverless Cloud Architecture Software Review 52

Honeycomb

OCTOBER 31, 2022

What are the important metrics to track? There’s a whole class of things you just don’t have to think about if, say, your system is running on lambdas. They might work with product teams to understand how architecture choices impact COGS. What should such a team own? How can I justify hiring such a team?

DevOps 73

DevOps Lambda AWS Engineering 73

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Artificial Inteligence 115

Artificial Inteligence Generative AI Security Applications 115

Linux Academy

MAY 2, 2019

Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further. This client began by benchmarking how well they performed, and what they saw as their key value metrics and performance indicators. We can track changes after moving into an AWS-based architecture. With a $14.2M

AWS 84

AWS Linux Storage Lambda 84

ParkMyCloud

MAY 7, 2019

In the current cloud infrastructure, top service providers are dedicating a great deal of effort to expand on this architecture as a new approach to a cloud solution that focuses on applications rather than infrastructure. AWS Lambda is the current leader among serverless compute implementations.

Serverless 58

Serverless Lambda Google Cloud Azure 58

Netflix Tech

JULY 30, 2019

Below is a snapshot of our Kibana dashboard which shows the workflow execution metrics over a typical 7-day period. Developer Labs, Logging and Metrics We have been continually improving logging and metrics, and revamped the documentation to reflect the latest state of Conductor. As such, Conductor 2.x

Lambda 75

Lambda Weak Development Team Systems Review Metrics 75

O'Reilly Media - Ideas

APRIL 3, 2019

60 Minutes to Better Product Metrics , May 9. Fundamentals of Data Architecture , May 20-21. Beginner’s Guide to Writing AWS Lambda Functions in Python , May 7. Programming with Java Lambdas and Streams , May 16. Analyzing Software Architecture , April 16. Comparing Service-Based Architectures , April 30.

Course 48

Course Artificial Inteligence Training Google Cloud 48

Linux Academy

MAY 1, 2019

Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further. This client began by benchmarking how well they performed, and what they saw as their key value metrics and performance indicators. We can track changes after moving into an AWS-based architecture. With a $14.2M

AWS 60

AWS Linux Storage Lambda 60

Linux Academy

MAY 1, 2019

Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further. This client began by benchmarking how well they performed, and what they saw as their key value metrics and performance indicators. We can track changes after moving into an AWS-based architecture. With a $14.2M

AWS 60

AWS Linux Storage Lambda 60

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". For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

Artificial Inteligence 95

Artificial Inteligence Lambda Generative AI Knowledge Base 95

O'Reilly Media - Ideas

MAY 1, 2019

60 Minutes to Better Product Metrics , July 10. Beginner’s Guide to Writing AWS Lambda Functions in Python , June 28. Designing Serverless Architecture with AWS Lambda , June 11-12. Software Architecture Foundations: Characteristics and Tradeoffs , June 14. Software Architecture by Example , June 18.

Course 46

Course Training Artificial Inteligence Machine Learning 46

LaunchDarkly

JUNE 5, 2019

Not only did TrueCar need to move their domain DNS entries, they also needed to revamp their entire architecture, software, and operational practices. To complicate issues, the legacy codebase and architecture had to remain in place while TrueCar built out a new platform for the transition. Lambda@Edge NodeJS goodness.

Lambda 72

Lambda AWS Software Engineering Automotive 72

The Citus Data

DECEMBER 7, 2019

The Windows team measures the quality of new software builds by scrutinizing 20,000 diagnostic metrics based on data flowing in from 800 million Windows devices. The RQV dashboard tracks 20,000 diagnostic and quality metrics, and currently supports over 6 million queries per day, with hundreds of concurrent users.

Azure 53

Azure Analytics Windows Weak Development Team 53

Mike Roberts

MARCH 14, 2018

The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Finally, SAR isn’t just the “Lambda Blueprints” catalogue rebranded?—?it’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017. it’s much more than that.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Finally, SAR isn’t just the “Lambda Blueprints” catalogue rebranded?—?it’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017. it’s much more than that.

Serverless 40

Serverless AWS Applications Lambda 40

AWS Machine Learning - AI

APRIL 11, 2024

Vector databases efficiently index and organize the embeddings, enabling fast retrieval of similar vectors based on distance metrics like Euclidean distance or cosine similarity. An Amazon S3 object notification event invokes the embedding AWS Lambda function. Vector databases – Vector databases are used to store embeddings.

Artificial Inteligence 93

Artificial Inteligence Lambda AWS Machine Learning 93

Netflix Tech

MAY 21, 2019

To maintain the quality of Lerner APIs, we are using the server-less paradigm for Lerner’s own integration testing by utilizing AWS Lambda. The metrics relevant to the training and recommendation process are reported to Atlas and visualized using Netflix’s Lumen. Experiment with different neural network architectures.

Testing 65

Testing Training Continuous Integration AWS 65

AWS Machine Learning - AI

DECEMBER 6, 2023

Then we introduce you to a more versatile architecture that overcomes these limitations. We also present a more versatile architecture that overcomes these limitations. In practice, we implemented this solution as outlined in the following detailed architecture. The search precision can also be improved with metadata filtering.

Artificial Inteligence 94

Artificial Inteligence Analytics Knowledge Base Lambda 94

AWS Machine Learning - AI

MARCH 27, 2024

This requires carefully combining applications and metrics to provide complete awareness, accuracy, and control. The zAdviser uses Amazon Bedrock to provide summarization, analysis, and recommendations for improvement based on the DORA metrics data. It’s also vital to avoid focusing on irrelevant metrics or excessively tracking data.

DevOps 82

DevOps Artificial Inteligence Generative AI Enterprise 82

Modus Create

APRIL 27, 2020

3rd party technical assessments can be extremely valuable as they can uncover previously unknowns and create assumptions about your legacy stack that help suss out truths hidden deep in the underlying architectures. Good examples are AWS Lambda or Cloudflare Workers. It will also help set clear goals for this modernization journey.

Technical Review 84

Technical Review Software Review Quality Assurance Systems Review 84

Linux Academy

JUNE 25, 2019

We’ll build a foundation of general monitoring concepts, then get hands-on with common metrics across all levels of our platform. Towards the end of the course, the student will experience using CloudFormation with other technologies like Docker, Jenkins, and Lambda. Database Essentials. Google Cloud Concepts.

Linux 60

Linux Course Cloud Google Cloud 60

Instaclustr

JUNE 4, 2019

If you are looking for a business metric, from the business application standpoint, here it is – The system processed a massive 19 Billion events per day (19 x 10^9). Architecture and Technology Choices. It enables rapid and painless creation of arbitrary sized clusters, and management and monitoring.

Scalability 29

Scalability Open Source AWS Applications 29

Honeycomb

NOVEMBER 28, 2022

As a Honeycomb Pro or Enterprise user, you can also send metrics to Honeycomb from any AWS service that publishes metrics to CloudWatch Metrics. These integrations use a combination of serverless technologies, including AWS Kinesis Data Firehose and AWS Lambda , so that you don’t have to run extra infrastructure or agents.

AWS 98

AWS Metrics Lambda Infrastructure 98

CircleCI

SEPTEMBER 3, 2020

The simple metrics-based scaling policies that ASGs provide aren’t quite sufficient to model this. An SNS Topic to trigger the Lambda Function to implement the Lifecycle hook action. A Lambda will execute “nomad node drain -enable” command through AWS SSM on the designated node. AWS Lambda function and SSM agent document.

AWS 89

AWS Groups Lambda Policies 89

Honeycomb

MAY 23, 2022

The work done by software we ourselves develop was both the easiest to move – because we control the build, and so could re-compile for the Arm architecture – and the highest-impact, as it makes up the bulk of our compute spend. Instances[]' | jq -cs '.[] | {arch: Architecture, type: InstanceType, tags: (.Tags//[])|from_entries|{name:

AWS 88

AWS Lambda Architecture Testing 88

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. AWS Lambda.

Serverless 68

Serverless Azure AWS Architecture 68

Honeycomb

MARCH 24, 2022

If you have a simpler architecture, does o11y matter?” — this question came up during recent office hours. On both counts—yeah, it sorta came out of microservices and cloud native, and yeah sorta, you need it with a simpler architecture (though perhaps not as desperately as you otherwise might). Yeah, sort of. For instance: .

Microservices 57

Microservices Architecture Metrics Lambda 57

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

Serverless 59

Serverless Lambda Development Microservices 59

Confluent

JULY 10, 2019

If you recall from part 1, we added Kafka Streams to our architecture for some final repackaging of our messages before sending them off to the different APIs in Oracle Warehouse Management Cloud (Oracle WMS Cloud): Figure 1. applicationName = 'wordcount-lambda-example'. // Default artifact naming. Kafka Streams. version = '1.0.0'.

Lambda 87

Lambda Analytics Testing Groups 87

Modus Create

JUNE 20, 2023

Serverless architecture Search results for “serverless architecture” over the past 5 years (2/24/2023) Serverless architecture allows developers to create products without managing the underlying infrastructure. Note that most of these trends aren’t new but are finally emerging in the mainstream. billion in value.

Trends 98

Trends Development Serverless Technical Review 98

Mentormate

MAY 12, 2020

AutoScaling can be manually triggered or triggered by a metric like average CPU usage. The true power of the service is that you commit to compute resources (Amazon EC2, AWS Fargate, and AWS Lambda), and not to a specific EC2 instance type of family. Rearchitecting. Relational Databases.

AWS 97

AWS Cloud Serverless Lambda 97

Perficient

MARCH 13, 2023

Operators are based on the controller pattern which is at the core of the Kubernete’s architecture and enable declarative configuration through the use of Custom Resource Definitions (CRD). A less-know feature is the ability to leverage Cluster Monitoring to collect your own application metrics.

Serverless 83

Serverless Azure Metrics AWS 83

TIBCO - Connected Intelligence

MAY 19, 2021

These applications also scale much more readily than monolithic applications because each executable code unit can be scaled individually, creating a more responsive application architecture. This includes tools to manage and automate application deployment, service registry and discovery, tracing and debugging, and metrics collection.

Architecture 26

Architecture Applications Cloud Microservices 26

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

Serverless 52

Serverless Lambda AWS Software Review 52

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

Serverless 40

Serverless Lambda AWS Software Review 40