Dynatrace

NOVEMBER 22, 2021

Visibility into system activity and behavior has become increasingly critical given organizations’ widespread use of Amazon Web Services (AWS) and other serverless platforms. These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

Dynatrace

OCTOBER 4, 2022

Several pain points have made it difficult for organizations to manage their data efficiently and create actual value. Limited data availability constrains value creation. Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes.

Analytics 264

Analytics Artificial Intelligence Storage Serverless 264

High Scalability

DECEMBER 16, 2022

Cloud computing is a model of computing that delivers computing services over the internet, including storage, data processing, and networking. It allows users to access and use shared computing resources, such as servers, storage, and applications, on demand and without the need to manage the underlying infrastructure.

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

JANUARY 11, 2023

As cloud and big data complexity scales beyond the ability of traditional monitoring tools to handle, next-generation cloud monitoring and observability are becoming necessities for IT teams. With agent monitoring, third-party software collects data and reports from the component that’s attached to the agent.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Dynatrace

DECEMBER 8, 2021

You may be using serverless functions like AWS Lambda , Azure Functions , or Google Cloud Functions, or a container management service, such as Kubernetes. These rapid changes — as well as the increasing volume and variety of data created — require a new approach to observability. The last aspect is the centralization of compute.

Cloud 246

Cloud Serverless Hardware Operating System 246

Dynatrace

OCTOBER 11, 2021

In recent years, function-as-a-service (FaaS) platforms such as Google Cloud Functions (GCF) have gained popularity as an easy way to run code in a highly available, fault-tolerant serverless environment. Google Cloud Functions is a serverless compute service for creating and launching microservices. What is Google Cloud Functions?

Google 246

Google Cloud Serverless Azure 246

Dynatrace

NOVEMBER 2, 2020

IT infrastructure is the heart of your digital business and connects every area – physical and virtual servers, storage, databases, networks, cloud services. This shift requires infrastructure monitoring to ensure all your components work together across applications, operating systems, storage, servers, virtualization, and more.

Infrastructure 246

Infrastructure Monitoring Virtualization Serverless 246

The Morning Paper

MARCH 8, 2020

Building an elastic query engine on disaggregated storage , Vuppalapati, NSDI’20. This paper describes the design decisions behind the Snowflake cloud-based data warehouse. An increasingly large fraction of data in modern workloads comes from less predictable and highly variable sources. joins) during query processing.

Storage 112

Storage Engineering Cache Serverless 112

All Things Distributed

MAY 10, 2016

I see a tremendous interest in examples how to build such applications, and articles such as " The Serverless Start-Up - Down With Servers! If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. about teletext.io

Lambda 91

Lambda Serverless AWS Architecture 91

Dynatrace

JULY 29, 2021

The complexity of such deployments has accelerated with the adoption of emerging, open-source technologies that generate telemetry data, which is exploding in terms of volume, speed, and cardinality. All this data is then consumed by Dynatrace Davis® AI for more precise answers, thereby driving AIOps for cloud-native environments.

Analytics 246

Analytics Open Source Serverless Architecture 246

All Things Distributed

JUNE 10, 2016

I see a tremendous interest in examples how to build such applications, and articles such as " The Serverless Start-Up - Down With Servers! If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. about teletext.io

Lambda 87

Lambda Serverless AWS Architecture 87

Dynatrace

NOVEMBER 10, 2020

As a developer, you might use Google Cloud Function for serverless components. Google Cloud Storage. The script creates the required resources for sending data to Dynatrace. Note: All metrics coming from monitored Google Cloud Platform environment will consume Davis Data Units (DDUs). Google Cloud APIs .

Google 264

Google Cloud Serverless Innovation 264

Dynatrace

DECEMBER 9, 2020

Dynatrace is fully committed to the OpenTelemetry community and to the seamless integration of OpenTelemetry data , including ingestion of custom metrics , into the Dynatrace open analytics platform. Announcing seamless integration of OpenTracing data into Dynatrace PurePath 4.

Java 264

Java Traffic Architecture Strategy 264

Dynatrace

DECEMBER 22, 2021

Observability gives developers and system operators real-time awareness of a highly distributed system’s current state based on the data it generates. Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage.

Artificial Intelligence 245

Artificial Intelligence Metrics Architecture DevOps 245

Dynatrace

MAY 19, 2023

Worse, a malicious attacker may gain access to the network, compromising sensitive application data. According to 2022 data, 78% of companies plan to increase spending on network visibility tools over the next two years, according to Shamus McGillicuddy, vice president of research at Enterprise Management Associates.

Network 246

Network Monitoring Performance Traffic 246

O'Reilly

NOVEMBER 12, 2019

For the inaugural O’Reilly survey on serverless architecture adoption, we were pleasantly surprised at the high level of response: more than 1,500 respondents from a wide range of locations, companies, and industries participated. The high response rate tells us that serverless is garnering significant mindshare in the community.

Serverless 94

Serverless Architecture FinTech Infrastructure 94

Dynatrace

DECEMBER 15, 2022

One option is to install OneAgent on that syslog server, which automatically discovers, instruments and sends the log data to the Dynatrace platform. Yet observability into syslog data on Dynatrace would help you monitor and troubleshoot infrastructure. In Cribl’s configuration, open “Data/Destinations” and find “Webhook.”

Strategy 245

Strategy AWS Open Source Transportation 245

Dynatrace

AUGUST 5, 2022

Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. Additionally, a message queue can smooth out spiky workloads by enabling the producers and consumers to work at a consistent pace without losing data. A producer creates the message, and a consumer processes it.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

AUGUST 5, 2022

Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. Additionally, a message queue can smooth out spiky workloads by enabling the producers and consumers to work at a consistent pace without losing data. A producer creates the message, and a consumer processes it.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

SEPTEMBER 13, 2023

For example, optimizing resource utilization for greater scale and lower cost and driving insights to increase adoption of cloud-native serverless services. These workflows also utilize Davis® , the Dynatrace causal AI engine, and all your observability and security data across all platforms, in context, at scale, and in real-time.

AWS 305

AWS Efficiency Azure Cloud 305

High Scalability

DECEMBER 21, 2018

1) Enterprise data centres will continue to close. 1) Enterprise data centres will continue to close. 3) Serverless will rocket. Tim Bray : How to talk about [Serverless Latency] · To start with, don’t just say “I need 120ms.” 202,157 flights tracked! 202,157 flights tracked! Don't be late.

Internet 137

Internet Internet Scalability Serverless 137

Dynatrace

JANUARY 8, 2020

Anyone moving to the cloud knows that it isn’t just a change from running servers in your data center to running them in someone else’s data center. Just displaying a bunch of metrics on dashboards doesn’t help you solve problems – it overwhelms you with alerts and data. Able to provide answers, not just data.

Infrastructure 230

Infrastructure Cloud Monitoring Metrics 230

All Things Distributed

OCTOBER 12, 2016

Fast Data is an emerging industry term for information that is arriving at high volume and incredible rates, faster than traditional databases can manage. Three years ago, as part of our AWS Fast Data journey we introduced Amazon ElastiCache for Redis , a fully managed in-memory data store that operates at sub-millisecond latency.

Scalability 102

Scalability Cache Analytics AWS 102

O'Reilly

MAY 19, 2020

A lot happened between January and the first week of March, when we got around to analyzing our survey data. Among non-adopters, culture seems to be the biggest impediment to cloud adoption: just under 5% of non-adopters cited an “organizational preference to keep data on premises” ( Figure 4 ). Serverless Stagnant.

Cloud 144

Cloud Serverless AWS DevOps 144

The Morning Paper

FEBRUARY 6, 2020

Today’s paper choice is a fresh-from-the-arXivs take on serverless computing from the RISELab at Berkeley, addressing some of the limitations outlined in last year’s ‘ Berkeley view on serverless computing.’ A low-latency autoscaling KVS can serve as both global storage and a DHT-like overlay network.

Serverless 98

Serverless Lambda Cache Latency 98

KeyCDN

FEBRUARY 22, 2023

Another benefit is cost savings associated with server and data center setup and maintenance. Each of these platforms offers a wide range of services and tools for web application development and deployment, including storage, databases, and serverless computing.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

The Netflix TechBlog

NOVEMBER 2, 2021

This tight coupling means that it is not possible to achieve the following without re-encoding: A) rollout of new video quality algorithms B) maintaining the data quality of our catalog (e.g. There is an external-facing API layer (Optimus), a rule-based video quality workflow layer (Plato) and a serverless compute layer (Stratum).

Media 178

Media Innovation Metrics Latency 178

All Things Distributed

JUNE 21, 2018

To do this, they need to be able to use multiple databases and data models within the same application. For decades because the only database choice was a relational database, no matter the shape or function of the data in the application, the data was modeled as relational.

Database 167

Database AWS Games Latency 167

Percona

APRIL 14, 2023

In addition, hoarding digital data is expensive. Cutting back on the amount of data you store can lead to big savings. Consider alternative tools, systems, and services: Many cloud providers offer long-term storage, serverless options, or component options for specific needs, with vastly different pricing models.

Database 98

Database Serverless Tuning Cloud 98

All Things Distributed

APRIL 9, 2015

As I wrote last week machine learning is becoming an increasingly important tool to build advanced data driven applications. Amazon ML uses powerful algorithms that can help you create machine learning models by finding patterns in existing data, and using these patterns to make predictions from new data as it becomes available.

Lambda 104

Lambda Cloud IoT AWS 104

All Things Distributed

DECEMBER 12, 2018

They can run applications in Sweden, serve end users across the Nordics with lower latency, and leverage advanced technologies such as containers, serverless computing, and more. The first platform is a real time, big data platform being used for analyzing traffic usage patterns to identify congestion and connectivity issues.

AWS 119

AWS Cloud Games Serverless 119

Smashing Magazine

OCTOBER 8, 2021

The front-end of the application can then use that data to both display the text and build a form. This will submit the entire text to a serverless function in Netlify to save it to the Sanity data store. We can use 11ty’s new Serverless mode to build them on request using Netlify’s On-Demand Builders to cache each Madlib.

Serverless 92

Serverless Cache Open Source Code 92

The Morning Paper

AUGUST 29, 2019

There’s a broad set of choices including where you store the data, whether you run your own DBMS nodes or use a service, the kinds of instance types to go for if you do run your own, and so forth. We focused on OLAP-oriented parallel data warehouse products available for AWS and restricted our attention to commercially available systems.

Architecture 76

Architecture Cloud Storage Serverless 76

High Scalability

JUNE 15, 2018

work at Google or Facebook; 18 : years of NASA satellite data; >1TB : Ethereum blockchain; 200,000 trillion : IBM's super computer calculations per second; Quotable Quotes: Michael Pollan : “I have no doubt that all that Hubbard LSD all of us had taken had a big effect on the birth of Silicon Valley. They'll love you even more.

Internet 113

Internet Internet Scalability Blockchain 113

The Symphonia

JUNE 19, 2018

Hello friendly Serverless Insights subscribers! Some in-depth and unusual client work (want to encrypt a petabyte of S3 storage? I was fortunate to be both presenting a 2-day workshop (on AWS Serverless Architectures and Continuous Deployment) as well as hosting a full-day Serverless track of talks. Great stuff!

Serverless 40

Serverless AWS DevOps Open Source 40

All Things Distributed

DECEMBER 8, 2016

AWS data centers in Canada will draw from a regional electricity grid that is 99 percent powered by hydropower. It adopted Amazon Redshift, Amazon EMR and AWS Lambda to power its data warehouse, big data, and data science applications, supporting the development of product features at a fraction of the cost of competing solutions.

AWS 131

AWS Cloud Lambda Innovation 131

High Scalability

JUNE 22, 2018

Xtracerx : for me the biggest value to serverless functions is how nicely they tie in to the ecosystem of a cloud provider. using them to respond to storage events on s3 or database events or auth events is super easy and powerful. ” at a journalist on the car radio before slamming it off. I am a hit at parties.

Internet 113

Internet Internet Scalability Artificial Intelligence 113