Java Is Greener on Arm
DZone
OCTOBER 30, 2024
Hardware and software are evolving in parallel, and combining the best of modern software development with the latest Arm hardware can yield impressive performance, cost, and efficiency results.
Efficiency Hardware Performance 
Optimize your environment: Unveiling Dynatrace Hyper-V extension for enhanced performance and efficient troubleshooting
Dynatrace
OCTOBER 23, 2023
It enables multiple operating systems to run simultaneously on the same physical hardware and integrates closely with Windows-hosted services. This leads to a more efficient and streamlined experience for users. Optimize resource allocation, identify bottlenecks, and improve overall system performance.
Efficiency 
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Distance-Based ISA for Efficient Register Management
ACM Sigarch
APRIL 2, 2025
Ten years ago, the highest-performance CPUs could decode only up to four instructions simultaneously and execute up to eight instructions. RISC-V is often considered a definitive RISC instruction set, as it was carefully designed to avoid past pitfalls, such as reliance on specific hardware characteristics (e.g.,
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What is serverless computing? Driving efficiency without sacrificing observability
Dynatrace
JANUARY 26, 2021
This allows teams to sidestep much of the cost and time associated with managing hardware, platforms, and operating systems on-premises, while also gaining the flexibility to scale rapidly and efficiently. In a serverless architecture, applications are distributed to meet demand and scale requirements efficiently.
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The Ultimate Database Scaling Cheatsheet: Strategies for Optimizing Performance and Scalability
DZone
SEPTEMBER 16, 2024
Efficient database scaling becomes crucial to maintain performance, ensure reliability, and manage large volumes of data. Scaling a database effectively involves a combination of strategies that optimize both hardware and software resources to handle increasing loads.
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Real Devices vs Emulators: Where Do You Test App Performance?
DZone
OCTOBER 6, 2021
When testing the performance of a native Android or iOS app, choosing the right set of devices is critical for maximizing your chances of success. Differences in OS, screen size, screen density, and hardware can all affect how an app behaves and impact the user experience. Mobile Performance on Emulators/Simulators.
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How to Optimize CPU Performance Through Isolation and System Tuning
DZone
MAY 1, 2023
CPU isolation and efficient system management are critical for any application which requires low-latency and high-performance computing. To achieve this level of performance, such systems require dedicated CPU cores that are free from interruptions by other processes, together with wider system tuning.
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Protecting critical infrastructure and services: Ensure efficient, accurate information delivery this election year
Dynatrace
APRIL 15, 2024
Government agencies aim to meet their citizens’ needs as efficiently and effectively as possible to ensure maximum impact from every tax dollar invested. In a monitoring scenario, teams typically preconfigure dashboards to alert about performance issues they may expect to see later. Observability differs from monitoring.
Infrastructure 246
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RabbitMQ vs. Kafka: Key Differences
Scalegrid
FEBRUARY 6, 2025
This article outlines the key differences in architecture, performance, and use cases to help determine the best fit for your workload. Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. What is RabbitMQ?
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Best Practices for Scaling RabbitMQ
Scalegrid
FEBRUARY 24, 2025
Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance. This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. Erlang is the backbone of RabbitMQ clustering. The minimum required version is 20.2,
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Application Scalability — How To Do Efficient Scaling
DZone
AUGUST 16, 2019
If we are not prepared for this, the application performance will start degrading, and you will lose your audience and business. Application scalability is the potential of an application to grow in time, being able to efficiently handle more and more requests per minute (RPM). What Is Application Scalability?
Scalability 145
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Mastering Kubernetes deployments with Keptn: a comprehensive guide to enhanced visibility
Dynatrace
MARCH 20, 2024
In this article, we’ll explore these challenges in detail and introduce Keptn, an open source project that addresses these issues, enhancing Kubernetes observability for smoother and more efficient deployments. Infrastructure health The underlying infrastructure’s health directly impacts application availability and performance.
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Accelerate observability with Dynatrace Managed performance improvements
Dynatrace
AUGUST 26, 2020
There’s no other competing software that can provide this level of value with minimum effort and optimal hardware utilization that can scale up to web-scale! We’re continuously investing in performance optimizations, high availability, and resilience for Dynatrace Managed deployments. Support for high memory instances.
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Dynatrace observability now available for Red Hat OpenShift on IBM Z and LinuxONE mainframes
Dynatrace
JULY 24, 2024
By leveraging Dynatrace observability on Red Hat OpenShift running on Linux, you can accelerate modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes. This is significant when coupled with the OpenShift platform.
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What is Greenplum Database? Intro to the Big Data Database
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.
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Viking Enterprise Solutions: Empowering Modern Data Infrastructure
DZone
JULY 10, 2024
Viking Enterprise Solutions (VES) , a division of Sanmina Corporation, stands at the forefront of addressing these challenges with its innovative hardware and software solutions. As a product division of Sanmina, a $9 billion public company, VES leverages decades of manufacturing expertise to deliver cutting-edge data center solutions.
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Building Resiliency With Effective Error Management
DZone
JANUARY 23, 2022
Hardware - servers/storage hardware/software faults such as disk failure, disk full, other hardware failures, servers running out of allocated resources, server software behaving abnormally, intra DC network connectivity issues, etc. Redundancy in power, network, cooling systems, and possibly everything else relevant.
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Key Advantages of DBMS for Efficient Data Management
Scalegrid
JANUARY 5, 2024
Enhanced data security, better data integrity, and efficient access to information. Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity.
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Business observability: From IT monitoring to driving digital transformation
Dynatrace
JULY 11, 2024
They’ve gone from just maintaining their organization’s hardware and software to becoming an essential function for meeting strategic business objectives. Today, IT services have a direct impact on almost every key business performance indicator, from revenue and conversions to customer satisfaction and operational efficiency.
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What is AWS Lambda?
Dynatrace
APRIL 5, 2021
The 2014 launch of AWS Lambda marked a milestone in how organizations use cloud services to deliver their applications more efficiently, by running functions at the edge of the cloud without the cost and operational overhead of on-premises servers. Optimizing Lambda for performance. Dynatrace news. What is AWS Lambda?
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What is ITOps? Why IT operations is more crucial than ever in a multicloud world
Dynatrace
DECEMBER 15, 2022
Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure. The primary goal of ITOps is to provide a high-performing, consistent IT environment. Performance. What does IT operations do?
In-House Model Serving Infrastructure for GPU Flexibility
DZone
OCTOBER 7, 2024
As deep learning models evolve, their growing complexity demands high-performance GPUs to ensure efficient inference serving. Many organizations rely on cloud services like AWS, Azure, or GCP for these GPU-powered workloads, but a growing number of businesses are opting to build their own in-house model serving infrastructure.
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Bringing AV1 Streaming to Netflix Members’ TVs
The Netflix TechBlog
NOVEMBER 9, 2021
by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.
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Six causes of major software outages–And how to avoid them
Dynatrace
AUGUST 8, 2024
Conducting performance testing and having contingency plans for peak times can help ensure systems remain operational during spikes in usage. It’s critical to regularly perform backup and recovery tests to ensure that systems are properly configured. The unfortunate reality is that software outages are common.
Software 290
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Resolving technical debt helps state and local agencies improve business impact
Dynatrace
APRIL 21, 2023
State and local agencies must spend taxpayer dollars efficiently while building a culture that supports innovation and productivity. APM helps ensure that citizens experience strong application reliability and performance efficiency. million annually through retiring legacy technology debt and tool rationalization.
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Analyze energy consumption and carbon emissions in hybrid cloud infrastructure
Dynatrace
SEPTEMBER 27, 2024
Use DQL to perform ad-hoc analysis of energy consumption and carbon emissions Carbon Impact simplifies evaluating your carbon footprint at data center and host levels. The app automatically builds baselines, important reference points for analyzing the environmental impact of individual hardware or software instances.
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What is IT operations analytics? Extract more data insights from more sources
Dynatrace
MAY 1, 2023
This enables AIOps teams to better predict performance and security issues and improve overall IT operations. In addition to improved IT operational efficiency at a lower cost, ITOA also enhances digital experience monitoring for increased customer engagement and satisfaction. How does IT operations analytics work? Define core metrics.
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The future of synthetic testing is in the cloud
Dynatrace
JULY 8, 2019
or “How will performance be accurate if the machine is not physical?” When we wanted to add a location, we had to ship hardware and get someone to install that hardware in a rack with power and network. Hardware was outdated. Fixed hardware is a single point of failure – even when we had redundant machines.
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What is observability? Not just logs, metrics and traces
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. In a monitoring scenario, you typically preconfigure dashboards that are meant to alert you to performance issues you expect to see later.
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What is cloud migration?
Dynatrace
SEPTEMBER 30, 2021
Like any move, a cloud migration requires a lot of planning and preparation, but it also has the potential to transform the scope, scale, and efficiency of how you deliver value to your customers. This can fundamentally transform how they work, make processes more efficient, and improve the overall customer experience. Here are three.
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MySQL Key Performance Indicators (KPI) With PMM
Percona
JUNE 22, 2023
As a MySQL database administrator, keeping a close eye on the performance of your MySQL server is crucial to ensure optimal database operations. A monitoring tool like Percona Monitoring and Management (PMM) is a popular choice among open source options for effectively monitoring MySQL performance.
Performance 136
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Dynatrace achieves Amazon RDS Service Ready designation
Dynatrace
MAY 5, 2020
Tasks such as hardware provisioning, database setup, patching, and backups are fully automated, making Amazon RDS cost efficient and scalable. Automatically identify and solve Amazon RDS issues that impact application performance.
Design 217
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What is MTTR? How mean time to repair helps define DevOps incident management
Dynatrace
NOVEMBER 1, 2022
Most IT incident management systems use some form of the following metrics to handle incidents efficiently and maintain uninterrupted service for optimal customer experience. It shows how efficiently your DevOps team is at quickly diagnosing a problem and implementing a fix. What are MTTD, MTTA, MTTF, and MTBF? Mean time to detect.
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Why log monitoring and log analytics matter in a hyperscale world
Dynatrace
NOVEMBER 15, 2021
Logs can include data about user inputs, system processes, and hardware states. With the help of log monitoring software, teams can collect information and trigger alerts if something happens that affects system performance and health. Optimized system performance. Together, they provide continuous value to the business.
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Netflix Now Streaming AV1 on Android
The Netflix TechBlog
FEBRUARY 5, 2020
AV1 is a high performance, royalty-free video codec that provides 20% improved compression efficiency over our VP9† encodes. Our support for AV1 represents Netflix’s continued investment in delivering the most efficient and highest quality video streams. AV1-libaom compression efficiency as measured against VP9-libvpx.
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Netflix Now Streaming AV1 on Android
The Netflix TechBlog
FEBRUARY 5, 2020
AV1 is a high performance, royalty-free video codec that provides 20% improved compression efficiency over our VP9† encodes. Our support for AV1 represents Netflix’s continued investment in delivering the most efficient and highest quality video streams. AV1-libaom compression efficiency as measured against VP9-libvpx.
Media 167
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AWS serverless services: Exploring your options
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. Serverless architecture offers several benefits for enterprises. Simplicity. The first benefit is simplicity. AWS serverless offerings.
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Kubernetes vs Docker: What’s the difference?
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. Here are some of the tasks orchestration platforms are challenged to perform.
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Predictive CPU isolation of containers at Netflix
The Netflix TechBlog
JUNE 4, 2019
However, the key insight here is that these caches are partially shared among the CPUs, which means that perfect performance isolation of co-hosted containers is not possible. Traditionally it has been the responsibility of the operating system’s task scheduler to mitigate this performance isolation problem. Linux to the rescue?
Cache 258
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These 7 Edge Data Challenges Will Test Companies the Most in 2025
VoltDB
DECEMBER 11, 2024
Use hardware-based encryption and ensure regular over-the-air updates to maintain device security. As data streams grow in complexity, processing efficiency can decline. Inconsistent network performance affecting data synchronization. Introduce scalable microservices architectures to distribute computational loads efficiently.
IoT 52
52 How to Optimize Digital Experience and Operations with Dynatrace
Dynatrace
AUGUST 30, 2019
Digital Performance: 99% reduction in Response Time, from 18.2s Reducing CPU Utilization to now only consume 15% of initially provisioned hardware. Dynatrace Real User Monitoring (RUM) captures very detailed user behavior, as well as experience and performance information, about every user on your applications.
Cache 214
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Understanding What Kubernetes Is Used For: The Key to Cloud-Native Efficiency
Percona
NOVEMBER 9, 2023
Kubernetes can be complex, which is why we offer comprehensive training that equips you and your team with the expertise and skills to manage database configurations, implement industry best practices, and carry out efficient backup and recovery procedures.
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Dynatrace observability is now available for Red Hat OpenShift on the IBM® Power® architecture
Dynatrace
JULY 11, 2023
By leveraging the Dynatrace Operator and Dynatrace capabilities on Red Hat OpenShift on IBM Power, customers can accelerate their modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes.
Architecture 189
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What is a message queue? How an observability platform eases message queue monitoring
Dynatrace
AUGUST 5, 2022
For nonurgent messages, texting is a more efficient approach. It provides a consistent platform that integrates with a variety of message queuing types to enable consistent performance regardless of the platform. This approach is common in transaction-intensive environments in which teams perform the same tasks repetitively.
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