Dynatrace

AUGUST 11, 2022

FaaS enables developers to create and run a single function in the cloud using a serverless compute model. FaaS vs. monolithic architectures. Monolithic architectures were commonplace with legacy, on-premises software solutions. Infrastructure as a service (IaaS) handles compute, storage, and network resources.

Development 250

Development Serverless Best Practices Lambda 250

Dynatrace

OCTOBER 4, 2022

Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes. The number and variety of applications, network devices, serverless functions, and ephemeral containers grows continuously. Teams have introduced workarounds to reduce storage costs.

Analytics 234

Analytics Artificial Intelligence Storage Serverless 234

The Morning Paper

MARCH 8, 2020

Building an elastic query engine on disaggregated storage , Vuppalapati, NSDI’20. For such workloads, shared-nothing architectures beget high cost, inflexibility, poor performance, and inefficiency, which hurts production applications and cluster deployments. joins) during query processing. Disaggregation (or not).

Storage 112

Storage Engineering Cache Serverless 112

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. In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.”

Cloud 226

Cloud Serverless Hardware Operating System 226

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 87

Serverless Architecture FinTech Infrastructure 87

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. Seamless integration.

Analytics 187

Analytics Infrastructure Storage Efficiency 187

Dynatrace

MAY 19, 2023

Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures. It’s more complex than it sounds.” As cloud entities multiply, along with greater reliance on microservices and serverless architectures, so do the complex relationships and dependencies among them.

Network 215

Network Monitoring Performance Traffic 215

Dynatrace

JANUARY 11, 2023

This type of monitoring tracks metrics and insights on server CPU, memory, and network health, as well as hosts, containers, and serverless functions. Cloud storage monitoring. Teams can keep track of storage resources and processes that are provisioned to virtual machines, services, databases, and applications.

Cloud 222

Cloud Monitoring Best Practices Infrastructure 222

KeyCDN

FEBRUARY 22, 2023

Each of these platforms offers a wide range of services and tools for web application development and deployment, including storage, databases, and serverless computing. Serverless architecture Following the cloud-based development and deployment trend described above, we come to the serverless architecture trend.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

The Morning Paper

AUGUST 29, 2019

Choosing a cloud DBMS: architectures and tradeoffs Tan et al., As it is infeasible to test every OLAP system runnable on AWS, we chose widely-used systems that represented a variety of architectures and cost models. Serverless o?erings VLDB’19. Key findings. Query performance.

Architecture 76

Architecture Cloud Storage Serverless 76

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? Dynatrace news. How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 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 199

Infrastructure Monitoring Virtualization Serverless 199

Dynatrace

DECEMBER 22, 2021

Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage. They are particularly important in distributed systems, such as microservices architectures. Observability platforms are becoming essential as the complexity of cloud-native architectures increases.

Artificial Intelligence 177

Artificial Intelligence Metrics Architecture DevOps 177

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

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news.

Java 233

Java Traffic Strategy Architecture 233

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

Dynatrace

JANUARY 23, 2024

While app-centric serverless approaches abstract some of the complexities of cloud-native architecture, as the analyst firm Forrester notes , the next frontier for serverless adoption is at the edge.

Performance 185

Performance DevOps Innovation Artificial Intelligence 185

Dynatrace

JANUARY 12, 2022

In serverless and microservices architectures, messaging systems are often used to build asynchronous service-to-service communication. Messaging systems are typically implemented as lightweight storage represented by queues or topics. Seamless observability of messaging systems is critical for DevOps teams.

Analytics 186

Analytics Systems DevOps Healthcare 186

Dynatrace

NOVEMBER 10, 2020

As a developer, you might use Google Cloud Function for serverless components. Google Cloud Storage. The installation process and architecture are well documented and described in the GitHub repository. But the fact that there is no host to monitor makes this a challenge, especially if the failure rate is growing.

Google 220

Google Cloud Serverless Innovation 220

Dynatrace

DECEMBER 15, 2022

But there are cases where you might be limited in setting up a dedicated syslog server with OneAgent because of environment architecture or resources. One recurrent challenge is collecting Kubernetes logs if you’re limited in installing OneAgent because of technical or architectural restrictions.

Strategy 180

Strategy AWS Open Source Transportation 180

Percona

JULY 1, 2023

Multi-Availability Zone (AZ) Deployment Aurora’s Multi-Availability Zone (AZ) deployment offers remarkably high availability and fault tolerance by automatically replicating data across multiple availability zones using its distributed storage architecture to eliminate single points of failure. RDS MySQL is 5.5,

AWS 52

AWS Database Serverless Storage 52

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.

Lambda 98

Lambda Serverless Cache Latency 98

Enprowess

JANUARY 12, 2022

Serverless Architecture. Other benefits: It has other benefits like a Quicker launch to the market, Easier distribution, saving device power and storage, seamless maintenance, and updating. Serverless Architecture. Serverless architecture is the fastest-growing cloud computing paradigm nowadays.

Blockchain 59

Blockchain IoT Development Serverless 59

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy.

AWS 246

AWS Efficiency Azure Cloud 246

SQL Performance

APRIL 27, 2020

The basic tier provides up to 5 DTUs with standard storage. The standard tier supports from 10 up to 3000 DTUs with standard storage and the premium tier supports 125 up to 4000 DTUs with premium storage, which is orders of magnitude faster than standard storage. Serverless Database. vCore Pricing Tier.

Azure 55

Azure Database Serverless Hardware 55

Dynatrace

APRIL 8, 2019

With rich offerings available in platform services and the growing popularity of serverless application architectures, new challenges in monitoring have emerged. Storage blobs, tables, queues, and files. The lack of operational insights can make it much harder to interpret the root-causes of detected application issues.

Azure 103

Azure Monitoring Serverless Virtualization 103

Percona

DECEMBER 27, 2023

While integrating AI and machine learning into cloud-native architectures, there’s an increasing demand from users for AI to be open and collaborative. Well, here we are – with storage autoscaling for databases in Kubernetes, slated for release in Q1, 2024 after a year of hard work.

Cloud 78

Cloud Open Source Strategy Best Practices 78

Adrian Cockcroft

NOVEMBER 26, 2023

The Pantheon in Rome — Extremely sustainable architecture — photo by Adrian I wrote a medium post after AWS re:Invent 2022 summarizing the (lack of) news and all the talks related to Sustainability. Explore an implementation of this architecture with PVH, the parent company of Tommy Hilfiger and Calvin Klein.

AWS 52

AWS Energy IoT Best Practices 52

O'Reilly

DECEMBER 2, 2019

What would the world look like if all of our storage was in the cloud, and access to that storage was so fast we didn’t care? We recently conducted a survey on serverless architecture adoption. The high response rate tells us that serverless is garnering significant mindshare in the community. Upcoming events.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

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. Acting as a switchboard for incoming and outgoing messages, Azure IoT Hub forms the core of these capabilities.

IoT 52

IoT Azure Analytics Serverless 52

All Things Distributed

JUNE 26, 2016

AdiMap uses Amazon Kinesis to process real-time streaming online ad data and job feeds, and processes them for storage in petabyte-scale Amazon Redshift. On a more playful note, for those that are inclined to look at our serverless compute architecture, I would love to reacquaint you with Dubsmash ’s innovative use of AWS Lambda.

AWS 90

AWS Cloud Healthcare Blockchain 90

All Things Distributed

DECEMBER 8, 2016

It relies on the scale and power of Amazon Simple Storage Service (Amazon S3) to deliver in-region storage options to businesses and organizations across the world in Canada, Japan, Singapore, Australia, Ireland, Germany, and the U.S., as part of its Box Zones ecosystem. For more customer case studies, see All AWS Customer Stories.

AWS 155

AWS Cloud Lambda Innovation 155

The Morning Paper

JUNE 13, 2019

Perhaps inspired by serverless in spirit and in terminology, the path forward proposed in this paper is towards a managed and model-less inference serving system. First off there still is a model of course (but then there are servers hiding behind a serverless abstraction too!). autoscaling). autoscaling). Model-less is more confusing.

Hardware 58

Hardware Latency Serverless Energy 58

Smashing Magazine

MAY 17, 2021

To capture all of the detail we need, we built a serverless function to capture web vitals data from browsers. Since we don’t need to run real-time queries on the data, we stream it into Google BigQuery’s streaming API for storage. This architecture means we can inexpensively capture about as many data points as we can generate.

Google 93

Google Analytics Serverless Metrics 93

O'Reilly

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. Serverless Stagnant.

Cloud 141

Cloud Serverless AWS Architecture 141

The Netflix TechBlog

NOVEMBER 2, 2021

The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation. There is an external-facing API layer (Optimus), a rule-based video quality workflow layer (Plato) and a serverless compute layer (Stratum). via bug fixes). We call this system Cosmos.

Media 171

Media Innovation Metrics Latency 171

High Scalability

JUNE 15, 2018

JoeEmison : Another thing that serverless architectures change: how do you software development. The end of Dennard Scaling and Moore's Law means architecture is where we have to innovate to improve performance, cost, and energy. Domain Specific Architectures are getting 20x and 40x improvements, not just 5-10%.

Internet 113

Internet Internet Scalability Blockchain 113