Dynatrace

MARCH 3, 2020

By 2024, over 50% of all IT spending will be directly put towards digital transformation and innovation (up from 31% in 2018). This involves new software delivery models, adapting to complex software architectures, and embracing automation for analysis and testing. Industry apps explosion. Performance-as-a-self-service .

Performance 248

Performance Education Innovation Software Architecture 248

High Scalability

SEPTEMBER 10, 2018

Like an amoeba the public cloud is extending fingerlike projections to the edge in a new kind of architecture that creates a world spanning distributed infrastructure under one centralized management, billing, and security domain. As I wrote in Stuff The Internet Says On Scalability For July 27th, 2018 :

Cloud 144

Cloud Internet Internet Google 144

Dynatrace

MAY 5, 2021

In late 2018, Dynatrace introduced the OneAgent Operator for ease of activation on Kubernetes. Both Kubernetes monitoring and routing capabilities now use a containerized architecture and are managed by the new Dynatrace Operator. Observability should be as cloud-native as Kubernetes itself.

Cloud 231

Cloud Traffic Monitoring Open Source 231

Dynatrace

OCTOBER 1, 2019

IT performance problems increase with cloud-native architectures. million in 2018. 76% said they don’t have complete visibility into application performance in cloud-native architectures. 76% said they don’t have complete visibility into application performance in cloud-native architectures. Shocking right?

Cloud 216

Cloud Artificial Intelligence Serverless Government 216

Brendan Gregg

FEBRUARY 28, 2023

Make sure your system can handle next-generation DRAM,” [link] Nov 2011 - [Hruska 12] Joel Hruska, “The future of CPU scaling: Exploring options on the cutting edge,” [link] Feb 2012 - [Gregg 13] Brendan Gregg, “Blazing Performance with Flame Graphs,” [link] 2013 - [Shimpi 13] Anand Lal Shimpi, “Seagate to Ship 5TB HDD in 2014 using Shingled Magnetic (..)

Performance 110

Performance Latency Cache Virtualization 110

Dynatrace

OCTOBER 15, 2021

OpenTelemetry reference architecture. Then, Google made the OpenCensus project open source in 2018. While not technically required, it is an extremely useful component to the OpenTelemetry architecture because it allows greater flexibility for receiving and sending the application telemetry to the backend(s).

Open Source 226

Open Source Metrics Cloud Transportation 226

The Netflix TechBlog

APRIL 17, 2019

It’s a nice building with good architecture! In 2018, AOM has published a specification for the AV1 video codec. In August 2018, Netflix’s Video Algorithms team and Intel’s Visual Cloud team decided to join forces on SVT-AV1 development. Netflix headquarters circa 2014.

Open Source 166

Open Source Scalability Speed Efficiency 166

Dynatrace

SEPTEMBER 30, 2019

In November 2018, millions of residents in Southern California turned to their computers and devices to learn as much as possible about the encroaching Woolsey Fire. Red Hat OpenShift has demonstrated this in the last year. Why Dynatrace and OpenShift.

DevOps 160

DevOps Traffic Website Infrastructure 160

Dynatrace

MAY 9, 2019

In preparation for the new architecture, we’ve changed how OneAgent is deployed on Windows via MSI files. LTS)—Oracle discontinued Premium Support in September 2018. LTS)—Oracle discontinued Premium Support in September 2018. We’re improving the resiliency and automation of OneAgent deployment with each release.

Java 100

Java AWS Cloud Monitoring 100

ACM Sigarch

APRIL 26, 2018

APU: Accelerated Processing Unit is the AMD’s Fusion architecture that integrates both CPU and GPU on the same die. They introduced the architecture of coarse grain reconfigurable array (CGRA) for statically scheduled data flow computing in HOTCHIPS’17 and its software stack of compiler and linker in ICCAD’17. TFLOPS FP-64, 14.8

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

O'Reilly Software

DECEMBER 4, 2018

However, enough companies tamed the dragons to realize real benefits, making this architectural style the prevailing trend in many industries for both new application development and the migration target for many existing systems. The 866 responses were summarized and analyzed in our free report, The State of Microservices Maturity.

Software Architecture 95

Software Architecture Best Practices Architecture Engineering 95

O'Reilly Software

JANUARY 12, 2018

2018 marks the fourth year of O’Reilly’s Software Architecture Conference , a software engineering event focused on providing hands-on training experiences for technologists at all levels of an organization—from experienced developers up through CTOs. Building evolutionary software architecture.

Technology 75

Technology Technology Engineering Software Architecture 75

Dynatrace

JULY 31, 2020

The OpenCensus project was made open source by Google back in 2018, based on Google’s Census library that was used internally for gathering traces and metrics from their distributed systems. Like the OpenTracing project, the goal of OpenCensus was to give developers a vendor-agnostic library for collecting traces and metrics.

Open Source 190

Open Source Metrics Google Java 190

John McCalpin

JANUARY 9, 2019

This week I updated three of those posts — two really old ones (primarily of interest to computer architecture historians), and one from 2018: July 2012: Local and Remote Memory Latency on AMD Processors in 2-socket and 4-socket servers. December 2013: Notes on Memory Bandwidth on the Xeon Phi (Knights Corner) Coprocessor.

Latency 40

Latency Architecture Servers Performance 40

Brendan Gregg

FEBRUARY 28, 2023

Make sure your system can handle next-generation DRAM,” [link] , Nov 2011 [Hruska 12] Joel Hruska, “The future of CPU scaling: Exploring options on the cutting edge,” [link] , Feb 2012 [Gregg 13] Brendan Gregg, “Blazing Performance with Flame Graphs,” [link] , 2013 [Shimpi 13] Anand Lal Shimpi, “Seagate to Ship 5TB HDD in 2014 using Shingled Magnetic (..)

Performance 52

Performance Latency Cache Virtualization 52

The Netflix TechBlog

SEPTEMBER 29, 2022

System Architecture Timestone is a gRPC-based service. We explain the concept in detail in the sections that follow. Allow for the automatic creation of a queue upon message ingestion 5. We use protocol buffers to define the interface of our service and the structure of our request and response messages.

Latency 212

Latency Systems Media Serverless 212

Uber Engineering

MARCH 8, 2019

First introduced by Uber in November 2018, Peloton , a unified resource scheduler, manages resources across distinct workloads, combining separate compute clusters. Peloton is designed for web-scale companies like Uber with millions of containers and tens of thousands of nodes.

Open Source 109

Open Source Engineering Design Scalability 109

Dynatrace

JULY 31, 2020

The OpenCensus project was made open source by Google back in 2018, based on Google’s Census library that was used internally for gathering traces and metrics from their distributed systems. Like the OpenTracing project, the goal of OpenCensus was to give developers a vendor-agnostic library for collecting traces and metrics. .

Open Source 130

Open Source Metrics Google Java 130

Smashing Magazine

JUNE 30, 2021

This is such a fundamental difference, that many architectural choices from native platforms don’t easily apply to the web — if at all. Any app that wants to make use of Workers has to adapt its architecture to accommodate the requirements of Workers. But regardless of where you look, multithreading is used everywhere.

Games 145

Games Architecture Code C++ 145

PDC

APRIL 14, 2019

This is vividly reflected in the design on the Titan supercomputer , which is still among the world’s top 10 most powerful supercomputers (as of the November 2018 Top500 list). It remains the 4 th fastest machine as of November 2018. The Top500 list (Nov 2018). Top 10 supercomputers as of November 2018. Source: [link].

Energy 40

Energy Benchmarking Efficiency Website 40

Dynatrace

JULY 11, 2023

Dynatrace introduced the Dynatrace Operator, built on the open source project Operator Framework, in late 2018. The Dynatrace Operator enables the deployment, configuration, maintenance, and upgrade of Dynatrace full stack observability in Kubernetes and Red Hat OpenShift clusters.

Architecture 175

Architecture Availability Infrastructure Metrics 175

Uber Engineering

JANUARY 16, 2019

student at Aarhus University who pursued a 2018 internship with Uber Engineering’s Aarhus, Denmark office. Lau Skorstengaard is a Ph.D.

Engineering 75

Engineering Programming Infrastructure Architecture 75

O'Reilly

APRIL 23, 2024

Google, for example, invented the Large Language model architecture that underlies today’s disruptive AI startups. The company itself is also harmed, as even its own innovations may be held back in order to protect lucrative existing lines of business.

Social Media 95

Social Media Google Internet Internet 95

O'Reilly

FEBRUARY 18, 2020

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

O'Reilly Software

SEPTEMBER 7, 2018

From chaos architecture to event streaming to leading teams, the O'Reilly Software Architecture Conference offers a unique depth and breadth of content. We received more than 200 abstracts for talks for the 2018 O'Reilly Software Architecture Conference in London—on both expected and surprising topics.

Software Architecture 64

Software Architecture Architecture Software Software 64

HammerDB

MAY 5, 2019

Note that the main developer of HammerDB is Intel employee (#IAMINTEL) however HammerDB is a personal open source project and HammerDB has no optimization whatsoever for a database running on any particular architecture. Copyright (C) 2003-2018 Steve Shaw. In the recent MySQL 8.0.16 HammerDB-3.1$./hammerdbcli. hammerdbcli.

Testing 48

Testing Tuning Latency Storage 48

ACM Sigarch

MARCH 18, 2019

He is a fellow of IEEE and the ACM, serves as Chair of the Computer Community Consortium (2018-20) and served as Wisconsin Computer Sciences Department Chair 2014-17. Disclaimer: These posts are written by individual contributors to share their thoughts on the Computer Architecture Today blog for the benefit of the community.

Systems 60

Systems Latency Performance Analytics 60

ACM Sigarch

MARCH 25, 2019

He is a fellow of IEEE and the ACM, serves as Chair of the Computer Community Consortium (2018-20) and served as Wisconsin Computer Sciences Department Chair 2014-17. Disclaimer: These posts are written by individual contributors to share their thoughts on the Computer Architecture Today blog for the benefit of the community.

Systems 53

Systems Latency Performance C++ 53

Abhishek Tiwari

DECEMBER 27, 2017

In 2018, a widespread adaptation of Kubernetes for big data processing is anitcipated. For instance, scatter/gather pattern can be used to implement a MapReduce like batch processing architecture on top of Kubernetes. Kubernetes has emerged as go to container orchestration platform for data engineering teams.

Big Data 63

Big Data Storage Benchmarking Hardware 63

Jos

JUNE 2, 2018

presented in Google IO 2018 ( source ) These tools make it easier to determine where we need to put emphasis to improve our sites. UI/UX : There is usually a designer and/or UX person that sets the look & feel and information architecture. They can be run as a one-off or integrated in our development and deployment pipelines.

Performance 237

Performance Speed Google Media 237

SQL Performance

APRIL 26, 2019

@BeginTime – Datetime representing the start time, in local time; for example, '2018-12-04 05:47:00.000'. EndTime – Datetime representing the end time, again in local time; for example, '2018-12-06 12:54:00.000'. The procedure will translate to UTC. If omitted, it will collect from the earliest value in the table. EXEC SentryOne.

Azure 40

Azure Database Metrics Servers 40

CSS Wizardry

JULY 23, 2023

Using site speed in web search ranking And in 2018, that was rolled out to mobile: Although speed has been used in ranking for some time, that signal was focused on desktop searches. Today we’re announcing that starting in July 2018, page speed will be a ranking factor for mobile searches.

Engineering 246

Engineering Google Speed Mobile 246

High Scalability

NOVEMBER 9, 2018

That central chip ties together the 7nm CPU chiplets, creating a massively scalable architecture. AMD is now using the second-gen Infinity Fabric to connect a multi-chip design with a 14nm I/O die serving as the linchpin of the design.

Internet 192

Internet Internet Scalability Blockchain 192

High Scalability

JULY 20, 2018

That’s mapping applications to the specific architectural choices. The third wing of the architecture piece is the “domain specific system-on-chip.” And you already see that in machine learning, where there’s a really hot field in terms of deep neural nets and other implementations.

Internet 121

Internet Internet Scalability Automotive 121

The Netflix TechBlog

NOVEMBER 9, 2020

Netflix is known for its loosely coupled and highly scalable microservice architecture. The product teams solved for this with two architectural patterns. Inconsistent data across different Studio applications was the top support issue in Studio Engineering in 2018. 1) Single-use aggregation layers?—?Due

Architecture 359

Architecture Engineering Scalability Open Source 359

HammerDB

NOVEMBER 30, 2018

This guide to HammerDB concepts and architectures is aimed at helping you understand how HammerDB is built and how it can be extended and modified. Copyright (C) 2003-2018 Steve Shaw Type "help" for a list of commands The xml is well-formed, applying configuration hammerdb>librarycheck Checking database library for Oracle Success.

Architecture 40

Architecture Virtualization Open Source C++ 40

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