Scalegrid

FEBRUARY 6, 2025

This decoupling simplifies system architecture and supports scalability in distributed environments. Kafka stores and distributes data through a partitioned log system, which spans multiple brokers to provide fault tolerance and scalability. What is RabbitMQ? This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 3, 2022

The containerization craze has continued for enterprises, with benefits such as portability, efficiency, and scalability. Easy scalability. In FaaS environments, providers manage all the hardware. Alternatively, in a CaaS model, businesses can directly access and manage containers on hardware. million in 2020.

Serverless 297

Serverless Azure Hardware Transportation 297

The Netflix TechBlog

APRIL 17, 2019

However, a more scalable approach would be to begin with a new foundation and begin a new building. The facilities are modern, spacious and scalable. Scalable Video Technology (SVT) is Intel’s open source framework that provides high-performance software video encoding libraries for developers of visual cloud technologies.

Open Source 167

Open Source Scalability Speed Efficiency 167

All Things Distributed

MARCH 19, 2018

At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. While building Amazon SageMaker and applying it for large-scale machine learning problems, we realized that scalability is one of the key aspects that we need to focus on.

Scalability 129

Scalability Hardware AWS Tuning 129

Dynatrace

OCTOBER 23, 2023

It enables multiple operating systems to run simultaneously on the same physical hardware and integrates closely with Windows-hosted services. Therefore, they experience how the application code functions and how the application operations depend on the underlying hardware resources and the operating system managed by Hyper-V.

Efficiency 264

Efficiency Virtualization Hardware Performance 264

All Things Distributed

JANUARY 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system.

Scalability 162

Scalability Database Ecommerce Latency 162

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Scalability. Finally, there’s scalability. Serverless architecture offers several benefits for enterprises. Simplicity.

Serverless 325

Serverless AWS Lambda Storage 325

ACM Sigarch

APRIL 2, 2025

To create a CPU core that can execute a large number of instructions in parallel, it is necessary to improve both the architecturewhich includes the overall CPU design and the instruction set architecture (ISA) designand the microarchitecture, which refers to the hardware design that optimizes instruction execution.

Efficiency 75

Efficiency Hardware Architecture Design 75

Dynatrace

MAY 14, 2020

The world’s most scalable, automatic distributed tracing pushes the boundary once again with enhanced Adaptive Load Management. A Dynatrace Managed cluster may lack the necessary hardware to process all the additional incoming data. The new ALR algorithm gives you more precise AI answers and optimized hardware utilization.

Processing 234

Processing Hardware Traffic Storage 234

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. This means that users only pay for the computing resources they actually use, rather than having to invest in expensive hardware and software upfront.

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

SEPTEMBER 30, 2021

The breadth of fully-featured services, the pay-as-you-go scalability, and the agility of cloud platforms enable organizations to expand their modern approaches to building and managing digital services in a way they can’t with on-premises apps and infrastructure. Increased scalability. Reduced cost.

Cloud 241

Cloud Traffic Best Practices Hardware 241

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. Cloud providers then manage physical hardware, virtual machines, and web server software management.

Development 279

Development Serverless Best Practices Lambda 279

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. What Exactly is Greenplum? At a glance – TLDR. Open Source.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

High Scalability

JULY 26, 2018

Ops: "Sorry, 3-5 month lead time on DC hardware and our switches are near capacity" - coming soon to an on-prem "serverless" project near you. Peter : DARPA foresee a third one in which context-based programs are able to explain and justify their own reasoning. Exponential growth is likely to be sustained for many more. Quotes are back baby.

Internet 124

Internet Internet Scalability Serverless 124

DZone

JANUARY 16, 2024

One such breakthrough is Software-Defined Networking (SDN), a game-changing method of network administration that adds flexibility, efficiency, and scalability. It improves scalability and flexibility by allowing for more effective resource utilization and management.

Virtualization 189

Virtualization Network Software Software 189

Dynatrace

JULY 8, 2024

Its simplicity, scalability, and compatibility with a wide range of hardware make it an ideal choice for network management across diverse environments. Managing SNMP devices at scale can be challenging SNMP (Simple Network Management Protocol) provides a standardized framework for monitoring and managing devices on IP networks.

Network 279

Network Monitoring Hardware Infrastructure 279

DZone

JULY 19, 2023

To address this need, the integration of cloud computing and virtualization has emerged as a groundbreaking solution as these technologies boast scalability and flexibility, entirely transforming the operational landscape. The IT infrastructure and services will reach $35.98 billion by 2025.

Virtualization 130

Virtualization Scalability Cloud Energy 130

DZone

OCTOBER 7, 2024

By designing an infrastructure capable of handling multiple GPU SKUs (such as NVIDIA, AMD, and potentially Intel), businesses can achieve a flexible and cost-efficient system that is resilient to supply chain delays and able to leverage diverse hardware capabilities. Why Choose In-House Model Serving Infrastructure?

Infrastructure 173

Infrastructure Azure Hardware AWS 173

Dynatrace

AUGUST 8, 2024

To manage high demand, companies should invest in scalable infrastructure , load-balancing, and load-scaling technologies. These can be caused by hardware failures, or configuration errors, or external factors like cable cuts.

Software 290

Software Software Infrastructure Network 290

Dynatrace

APRIL 5, 2021

This is where Lambda comes in: Developers can deploy programs with no concern for the underlying hardware, connecting to services in the broader ecosystem, creating APIs, preparing data, or sending push notifications directly in the cloud, to list just a few examples. How does AWS Lambda work? Optimizing Lambda for performance.

Lambda 258

Lambda AWS Serverless Hardware 258

Dynatrace

SEPTEMBER 29, 2021

Container technology is very powerful as small teams can develop and package their application on laptops and then deploy it anywhere into staging or production environments without having to worry about dependencies, configurations, OS, hardware, and so on. The time and effort saved with testing and deployment are a game-changer for DevOps.

Open Source 334

Open Source DevOps Traffic Cloud 334

Dynatrace

MAY 5, 2020

Tasks such as hardware provisioning, database setup, patching, and backups are fully automated, making Amazon RDS cost efficient and scalable. This is recognition of the successful integration of Dynatrace with the Amazon RDS, which simplifies the installation, operation, and scaling of relational databases in the AWS cloud.

Design 217

Design AWS Education Innovation 217

Scalegrid

JULY 13, 2020

Scalability. PostgreSQL offers free scalability, and can scale up to millions of transactions per seconds. Oracle Enterprise is recommended for high workloads which are highly scalable, but costly. Oracle support for hardware and software packages is typically available at 22% of their licensing fees. PostgreSQL.

Open Source 244

Open Source Tuning C++ Database 244

Dynatrace

JUNE 10, 2024

Finally, observability helps organizations understand the connections between disparate software, hardware, and infrastructure resources. For example, updating a piece of software might cause a hardware compatibility issue, which translates to an infrastructure challenge.

Analytics 264

Analytics Network Open Source Hardware 264

DZone

NOVEMBER 10, 2023

Hyper-V, Microsoft’s virtualization platform, plays a crucial role in cloud computing infrastructures, providing a scalable and secure virtualization foundation. By leveraging Hyper-V, cloud service providers can optimize hardware utilization by running multiple virtual machines (VMs) on a single physical server.

Cloud 162

Cloud Energy Virtualization Hardware 162

Dynatrace

JANUARY 16, 2023

Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform. On-premises data centers invest in higher capacity servers since they provide more flexibility in the long run, while the procurement price of hardware is only one of many cost factors.

Open Source 358

Open Source Java Operating System Programming 358

VoltDB

DECEMBER 11, 2024

Use hardware-based encryption and ensure regular over-the-air updates to maintain device security. Solution: Optimize edge workloads by deploying lightweight algorithms tailored for edge hardware. Introduce scalable microservices architectures to distribute computational loads efficiently. Data interception during transit.

IoT 52

IoT Energy Logistics Latency 52

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. Making observability actionable and scalable for IT teams. Here are some ways you can make observability actionable and scalable.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

OCTOBER 26, 2020

Christian Inzko , Performance Engineer out of our Klagenfurt Lab, is running a lot of performance tests to validate performance and scalability of our Dynatrace clusters. For all the hardware geeks – here is the architectural overview of his project: Architectural overview of all involved components in his COVID-19 home innovation project.

Innovation 234

Innovation Metrics Hardware Open Source 234

Dynatrace

MAY 1, 2023

Additionally, ITOA gathers and processes information from applications, services, networks, operating systems, and cloud infrastructure hardware logs in real time. Identify data use cases and develop a scalable delivery model with documentation. Here are the six steps of a typical ITOA process : Define the data infrastructure strategy.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

DZone

MARCH 27, 2020

It’s evident that scalable and user-friendly applications win the race and gives your product wide recognition. Mobile app testing does it with it’s set of approaches right from installation, the target device and OS, UI/UX usability, functionality, interrupts, data network, hardware, and performance, and many other parameters.

Mobile 147

Mobile Testing Hardware Network 147

Dynatrace

AUGUST 5, 2022

As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. In this scenario, message queues coordinate large numbers of microservices, which operate autonomously without the need to provision virtual machines or allocate hardware resources. Message queue software options to consider.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

AUGUST 5, 2022

As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. In this scenario, message queues coordinate large numbers of microservices, which operate autonomously without the need to provision virtual machines or allocate hardware resources. Message queue software options to consider.

Monitoring 246

Monitoring Programming Serverless Speed 246

DZone

MARCH 20, 2024

Embedded within the Linux kernel, KVM empowers the creation of VMs with their virtualized hardware components, such as CPUs, memory, storage, and network cards, essentially mimicking a machine. KVM functions as a type 1 hypervisor, delivering performance similar to hardware—an edge over type 2 hypervisors.

Virtualization 124

Virtualization Hardware Open Source Storage 124

Dynatrace

OCTOBER 28, 2020

You can’t keep pace by simply upgrading to the latest hardware and updating to the latest software releases twice a year. The Dynatrace scalable grid architecture provides easy and limitless horizontal scalability for both SaaS and on-premise Managed deployments.

Monitoring 225

Monitoring Systems Infrastructure Cloud 225

Dynatrace

NOVEMBER 29, 2022

Transparency and scalability. The purpose of infrastructure as code is to enable developers or operations teams to automatically manage, monitor, and provision resources, rather than manually configure discrete hardware devices and operating systems. Lower MTTR. More controlled, consistent, and sustainable problem resolution.

Infrastructure 244

Infrastructure Code Cloud DevOps 244