Dynatrace

MAY 31, 2023

With so many of their transactions occurring online, customers are becoming more demanding, expecting websites and applications to always perform perfectly. Microservices-based architectures and software containers enable organizations to deploy and modify applications with unprecedented speed.

Best Practices 228

Best Practices DevOps Latency Metrics 228

Dynatrace

APRIL 8, 2024

Optimize the IT infrastructure supporting risk management processes and controls for maximum performance and resilience. The IT infrastructure, services, and applications that enable processes for risk management must perform optimally. Once teams solidify infrastructure and application performance, security is the subsequent priority.

Analytics 206

Analytics Infrastructure Efficiency Technology 206

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. In a monitoring scenario, you typically preconfigure dashboards that are meant to alert you to performance issues you expect to see later.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

Scalegrid

JANUARY 8, 2024

AI algorithms embedded in cloud architecture automate repetitive processes, streamlining workloads and reducing the chance of human error. AI-driven resource allocation not only enhances the overall performance of cloud services but also contributes to substantial cost savings.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

The Netflix TechBlog

FEBRUARY 18, 2022

By: Ankush Gulati , David Gevorkyan Additional credits: Michael Clark , Gokhan Ozer Intro Netflix has more than 220 million active members who perform a variety of actions throughout each session, ranging from renaming a profile to watching a title. This approach enables the computing power to catch up quickly when the queues grow.

Systems 334

Systems Traffic Architecture Mobile 334

The Morning Paper

OCTOBER 4, 2020

Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption , Xu et al., What is the end-to-end throughput and latency, and where are the bottlenecks? Future 5G Standalone Architecture (SA) deployments with a native 5G control plane will not have this problem. SIGCOMM’20.

Energy 130

Energy Latency Performance Network 130

Scalegrid

MARCH 22, 2024

Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. It focuses on aligning organizational needs with cloud services, balancing performance and cost, and ensuring compliance, security, and effective cost management.

Strategy 130

Strategy Cloud Government Innovation 130

The Netflix TechBlog

NOVEMBER 2, 2021

Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations.

Media 171

Media Innovation Metrics Latency 171

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. SRE applies DevOps principles to developing systems and software that help increase site reliability and performance. Solving for SR.

Engineering 257

Engineering DevOps Government Latency 257

Dynatrace

APRIL 7, 2021

Organizations are rapidly adopting multicloud architectures to achieve the agility needed to drive customer success through new digital service channels. Dynatrace’s cloud monitoring capabilities support this by giving Park ‘N Fly a single source of truth into any performance changes across its technology stack in real-time.

Cloud 158

Cloud Monitoring Latency Games 158

High Scalability

SEPTEMBER 8, 2018

RISELabs , those wonderfully innovative folks over at Berkeley, have uplifted their Anna datatabase —a shared-nothing, thread-per-core architecture to achieve lightning-fast speeds by avoiding all coordination mechanisms—to become cloud-aware. New databases used to be announced seemingly every week. What's changed ?

Storage 199

Storage Performance AWS Efficiency 199

Dynatrace

APRIL 5, 2021

Real-time stream processing to perform live activity tracking, data cleansing, metrics generation, and more. The function itself performs a small unit of work and Lambda charges subscribers by the millisecond. Optimizing Lambda for performance. AWS continues to improve how it handles latency issues.

Lambda 184

Lambda AWS Serverless Hardware 184

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. SRE applies DevOps principles to developing systems and software that help increase site reliability and performance. Solving for SR.

Engineering 181

Engineering DevOps Government Latency 181

Dynatrace

DECEMBER 2, 2021

As organizations adopt microservices-based architecture , service-level objectives (SLOs) have become a vital way for teams to set specific, measurable targets that ensure users are receiving agreed-upon service levels. In layman’s terms, SLOs represent the performance or health of a service. Dynatrace news. What are SLIs?

Metrics 196

Metrics Best Practices DevOps Infrastructure 196

Scalegrid

FEBRUARY 8, 2024

Distributed Storage Architecture Distributed storage systems are designed with a core framework that includes the main system controller, a data repository for the system, and a database. Durability Availability Fault tolerance These combined outcomes help minimize latency experienced by clients spread across different geographical regions.

Storage 130

Storage Systems Big Data Azure 130

The Morning Paper

NOVEMBER 10, 2019

Here are the bombshell paragraphs: Our datacenter applications seek ever more CPU-efficient and lower-latency communication, which Pony Express delivers. Rather than reimplement TCP/IP or refactor an existing transport, we started Pony Express from scratch to innovate on more efficient interfaces, architecture, and protocol.

Network 92

Network Transportation Latency Entertainment 92

All Things Distributed

AUGUST 20, 2015

When using relational databases, traversing relationships requires expensive table JOIN operations, causing significantly increased latency as table size and query complexity grow. Like many AWS innovations, the desire to build a solution for a scalable graph database came from Amazon’s retail business. Enter graph databases.

Database 134

Database Logistics Availability Social Media 134

The Netflix TechBlog

FEBRUARY 9, 2021

Accelerating Innovation. Server-generated assets, since client-side generation would require the retrieval of many individual images, which would increase latency and time-to-render. To reduce latency, assets should be generated in an offline fashion and not in real time. Here’s what the final architecture looked like.

Engineering 165

Engineering Storage Latency Entertainment 165

ACM Sigarch

DECEMBER 6, 2018

Each of these categories opens up challenging problems in AI/visual algorithms, high-density computing, bandwidth/latency, distributed systems. To foster research in these categories, we provide an overview of each of these categories to understand the implications on workload analysis and HW/SW architecture research.

Wireless 54

Wireless IoT Analytics Architecture 54

Percona

JULY 17, 2023

DBAs and developers appreciate its combination of flexibility, scalability, and performance. Customers miss out on the cost-effectiveness, creative freedom, and global community support (for innovation, better performance, and enhanced security) that come with open source solutions and from companies with an open source spirit.

Open Source 74

Open Source Database Scalability Software 74

All Things Distributed

NOVEMBER 15, 2010

Today Amazon Web Services takes another step on the continuous innovation path by announcing a new Amazon EC2 instance type: The Cluster GPU Instance. We believe that making these GPU resources available for everyone to use at low cost will drive new innovation in the application of highly parallel programming models. Comments ().

AWS 136

AWS Latency Programming Architecture 136

Brendan Gregg

JULY 2, 2021

biolatency Disk I/O latency histogram heat map. runqlat CPU scheduler latency heat map. biolatency Disk I/O latency histogram heat map. runqlat CPU scheduler latency heat map. I chose these to find the most performance wins with the fewest tools. Talk to us, try it out, innovate.

Latency 145

Latency Cache Energy Systems 145

All Things Distributed

MARCH 11, 2016

Looking back over the past 10 years, there are hundreds of lessons that we’ve learned about building and operating services that need to be secure, reliable, scalable, with predictable performance at the lowest possible cost. AWS helps its customers do this too. APIs are forever.

AWS 144

AWS Hardware Retail Virtualization 144

All Things Distributed

JANUARY 18, 2012

Amazon DynamoDB is a fully managed NoSQL database service that provides fast performance at any scale. Amazon DynamoDB offers low, predictable latencies at any scale. While a service-oriented architecture addressed the problems of a centralized database architecture, each service was still using traditional data management systems.

Scalability 167

Scalability Database Ecommerce Latency 167

Percona

JULY 1, 2023

These may be performance, high availability, operational cost, management, capacity planning, scalability, security, monitoring, etc. Aurora Features High Performance and Scalability Amazon Aurora has gained widespread recognition for its exceptional performance and scalability, making it an ideal solution for handling demanding workloads.

AWS 52

AWS Database Serverless Storage 52

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. Back in the days of Web 1.0,

Architecture 80

Architecture Scalability Google Operating System 80

Abhishek Tiwari

NOVEMBER 3, 2018

Most of the CMS vendors dodge questions of evolution by talking about incremental innovation primarily focused on customer experience (CX) such as analytics and personalisation. There is hardly any innovation from traditional CMS vendors. In addition, open source CMS solutions also struggle with blotted plugin ecosystem.

Systems 63

Systems Cache Website Network 63

VoltDB

FEBRUARY 28, 2018

The massive focus on fraud and security features built into cryptocurrency iterations of blockchain result in performance degradation. NewSQL Databases for Blockchain Innovation. With recursive CTEs, enterprises can establish the secure relationships within services while also meeting modern performance demands.

Blockchain 45

Blockchain Technology Technology Database 45

VoltDB

FEBRUARY 28, 2018

The massive focus on fraud and security features built into cryptocurrency iterations of blockchain result in performance degradation. NewSQL Databases for Blockchain Innovation. With recursive CTEs, enterprises can establish the secure relationships within services while also meeting modern performance demands.

Blockchain 40

Blockchain Technology Technology Database 40

The Netflix TechBlog

NOVEMBER 12, 2019

While a diverse set of algorithms working together can produce a great outcome, innovating on such a complex system can be difficult. Every aspect is personalized With systems driven by machine learning, it is important to measure the overall system-level impact of changes to a model, not just the local impact on the model performance itself.

Metrics 124

Metrics Government Systems Testing 124

All Things Distributed

DECEMBER 12, 2013

However, we also knew that building a distributed database that has unlimited scale and maintains predictably high performance while providing rich and flexible query capabilities, is one of the hardest problems in database development, and will take a lot of effort and invention from our team of distributed database engineers to solve.

Games 130

Games Scalability Database Retail 130

The Netflix TechBlog

NOVEMBER 12, 2019

While a diverse set of algorithms working together can produce a great outcome, innovating on such a complex system can be difficult. Every aspect is personalized With systems driven by machine learning, it is important to measure the overall system-level impact of changes to a model, not just the local impact on the model performance itself.

Metrics 100

Metrics Government Systems Testing 100

The Netflix TechBlog

NOVEMBER 12, 2019

While a diverse set of algorithms working together can produce a great outcome, innovating on such a complex system can be difficult. Every aspect is personalized With systems driven by machine learning, it is important to measure the overall system-level impact of changes to a model, not just the local impact on the model performance itself.

Metrics 100

Metrics Government Systems Testing 100

Brendan Gregg

JULY 2, 2021

biolatency Disk I/O latency histogram heat map 5. runqlat CPU scheduler latency heat map 10. biolatency Disk I/O latency histogram heat map 5. runqlat CPU scheduler latency heat map 10. I chose these to find the most performance wins with the fewest tools. Talk to us, try it out, innovate.

Open Source 40

Open Source Latency Cache Energy 40