All Things Distributed

JUNE 21, 2018

A common question that I get is why do we offer so many database products? To do this, they need to be able to use multiple databases and data models within the same application. Seldom can one database fit the needs of multiple distinct use cases. Seldom can one database fit the needs of multiple distinct use cases.

Database 167

Database AWS Games Latency 167

Dynatrace

JANUARY 11, 2023

Database monitoring. This ensures the database queries are performant, while also identifying host problems. For example, uptime detection can identify database instability and help to improve mean time to restoration. Measure cloud resource consumption to ensure resources are scalable and keep up with business requirements.

Cloud 230

Cloud Monitoring Best Practices Infrastructure 230

High Scalability

JUNE 15, 2018

1.6x : better deep learning cluster scheduling on k8s; 100,000 : Large-scale Diverse Driving Video Database; 3rd : reddit popularity in the US; 50% : increase in Neural Information Processing System papers, AI bubble? JoeEmison : Another thing that serverless architectures change: how do you software development. Hungry for more?

Internet 113

Internet Internet Scalability Blockchain 113

Percona

FEBRUARY 24, 2023

In the Home Dashboard of PMM, a low CPU utilization on any of the database services that are being monitored could mean that the server is inactive or over-provisioned. From AWS documentation , Amazon EBS is an easy-to-use, scalable, high-performance block-storage service designed for Amazon EC2.

Cloud 119

Cloud Serverless AWS Storage 119

Dynatrace

APRIL 20, 2023

Logs highlight observability challenges Ingesting, storing, and processing the unprecedented explosion of data from sources such as software as a service, multicloud environments, containers, and serverless architectures can be overwhelming for today’s organizations. Grail enables 100% precision insights into all stored data.

Analytics 196

Analytics Infrastructure Storage Efficiency 196

Dynatrace

JULY 7, 2022

Smaller teams can launch services much faster using flexible containerized environments, such as Kubernetes, or serverless functions, such as AWS Lambda, Google Cloud Functions, and Azure Functions. Additionally, typical SOA models use larger relational databases. Serverless platforms. API gateways.

Architecture 209

Architecture Serverless Azure Programming 209

KeyCDN

FEBRUARY 22, 2023

Cloud-based development and deployment One of the main advantages of cloud-based development and deployment is scalability. 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

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. Three major roadmap updates in 29 days with serious spec changes, and it got worse from there.

Internet 113

Internet Internet Scalability Artificial Intelligence 113

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. Taken together, these features enable organizations to build software that is more scalable, reliable, and flexible than traditionally built software.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

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. While caching continues to be a dominant use of ElastiCache for Redis, we see customers increasingly use it as an in-memory NoSQL database.

Scalability 130

Scalability Analytics Cache AWS 130

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 229

Google Cloud Serverless Azure 229

Dynatrace

FEBRUARY 15, 2023

Not only are these approaches difficult and costly to maintain, they also lack proper security and scalability. Addressing enterprise needs: Security, scalability, and manageability Traditionally, building apps and integrations on different enterprise software platforms was tough and required a lot of effort.

Government 171

Government Serverless Analytics Metrics 171

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. Ensures platform is flexible and scalable to handle peaks by sending alerts to IT management. Dynatrace news. for unplanned downtime, resource saturation, network intrusion.

Infrastructure 209

Infrastructure Monitoring Virtualization Serverless 209

Dynatrace

AUGUST 5, 2022

As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. Serverless platforms provision microservices as needed and shut them down immediately thereafter, allowing applications to be highly flexible, inexpensive to operate, and customizable.

Monitoring 209

Monitoring Serverless Programming Speed 209

Dynatrace

AUGUST 5, 2022

As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. Serverless platforms provision microservices as needed and shut them down immediately thereafter, allowing applications to be highly flexible, inexpensive to operate, and customizable.

Monitoring 208

Monitoring Serverless Programming Speed 208

Dynatrace

DECEMBER 22, 2021

A database could start executing a storage management process that consumes database server resources. OpenTelemetry data and the Dynatrace observability platform enable scalable, effective observability across your services. It could be due to a spike in load on the service, which increases system response time.

Artificial Intelligence 186

Artificial Intelligence Metrics Architecture DevOps 186

Percona

DECEMBER 27, 2023

of respondents are currently utilizing databases in Kubernetes (k8s). These indicators suggest that the adoption of databases on k8s is in its early stages and is likely to continue growing in the future. This fully automated scaling and tuning will enable a serverless-like experience in our Operators and Everest.

Cloud 80

Cloud Open Source Strategy Best Practices 80

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.’ In fact, the LPDC design pattern is key to our solution for stateful serverless computing.

Lambda 98

Lambda Serverless Cache Latency 98

InfoQ

JUNE 26, 2023

These features are burst capacity, hierarchical partition keys, serverless container storage of 1 TB, and priority-based execution. Microsoft has recently unveiled several new features for Azure Cosmos DB to enhance cost efficiency, boost performance, and increase elasticity. By Steef-Jan Wiggers

Azure 85

Azure Serverless Performance Storage 85

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation.

Media 171

Media Innovation Metrics Latency 171

ScaleOut Software

JULY 14, 2021

The Microsoft Azure IoT ecosystem offers a rich set of capabilities for processing IoT telemetry, from its arrival in the cloud through its storage in databases and data lakes. It provides support for a range of message protocols, buffering, and scalable message distribution to downstream services.

IoT 52

IoT Azure Analytics Serverless 52

Enprowess

JANUARY 12, 2022

Serverless Architecture. Serverless Architecture. Serverless architecture is the fastest-growing cloud computing paradigm nowadays. So, they can deploy applications developed on serverless models within less time. Serverless Computing – AWS Lambda – Amazon Web Services. Single Page Applications (SPAs).

Blockchain 59

Blockchain IoT Development Serverless 59

The Morning Paper

AUGUST 29, 2019

With regard to external storage, you could use S3 with remote storage accessible over a REST API, or block-based storage with EBS and Instance Store (InS), with EBS being the closest match for traditional database systems. Serverless o?erings Scalability. Query restrictions. Query performance. “ Data compatibility.

Architecture 76

Architecture Cloud Storage Serverless 76

ScaleOut Software

JANUARY 31, 2020

Query results also might be forwarded to cloud-based serverless functions to trigger alerts or other actions in conjunction with access to a database or blob store. They are made possible by scalable, in-memory computing technology hosted on clusters of cloud-based servers.

Analytics 59

Analytics Social Media Ecommerce Serverless 59

ScaleOut Software

JANUARY 31, 2020

Query results also might be forwarded to cloud-based serverless functions to trigger alerts or other actions in conjunction with access to a database or blob store. They are made possible by scalable, in-memory computing technology hosted on clusters of cloud-based servers.

Analytics 52

Analytics Social Media Serverless Cloud 52

ScaleOut Software

MAY 19, 2020

Application code can generate alerts, command devices, update the contextual information, and read or update databases as needed. This code can be thought of as similar to a serverless function with the major distinction that it is automatically supplied contextual information and does not have to maintain it in an external data store.

Logistics 52

Logistics IoT Analytics Azure 52

ScaleOut Software

MAY 19, 2020

Application code can generate alerts, command devices, update the contextual information, and read or update databases as needed. This code can be thought of as similar to a serverless function with the major distinction that it is automatically supplied contextual information and does not have to maintain it in an external data store.

Logistics 52

Logistics IoT Analytics Azure 52

All Things Distributed

APRIL 9, 2015

Amazon ML is highly scalable and can generate billions of predictions, and serve those predictions in real-time and at high throughput. AWS has been offering a range of storage solutions: objects, block storage, databases, archiving, etc. for a while already. Amazon Lambda.

Lambda 122

Lambda Cloud IoT AWS 122

Smashing Magazine

AUGUST 3, 2023

Large preview ) Storing Data In BigQuery For Comprehensive Analysis Once we capture the Web Vitals metrics, we store this data in BigQuery , Google Cloud’s fully-managed, serverless data warehouse. We realized that we needed to consider a more global and scalable solution to better serve our global audience.

Performance 74

Performance Cache Traffic Metrics 74

InfoQ

APRIL 9, 2024

Zahan Malkani talked during QCon London 2024 about Meta’s journey from identifying the opportunity in the market to shipping the Threads application only five months later. The company leveraged Instagram's existing monolithic architecture and quickly iterated to create a new text-first microblogging service in record time. By Rafal Gancarz

Architecture 139

Architecture Serverless Mobile Design 139