Adrian Cockcroft

JANUARY 20, 2023

Here’s some predictions I’m making: Jack Dongarra’s efforts to highlight the low efficiency of the HPCG benchmark as an issue will influence the next generation of supercomputer architectures to optimize for sparse matrix computations. Next generation architectures will use CXL3.0 Next generation architectures will use CXL3.0

Architecture 52

Architecture Latency Benchmarking AWS 52

Dynatrace

JANUARY 22, 2024

Software project managers can optimize development processes by analyzing workflow data, such as development time, code commits, and testing phases. Data lakehouses play a pivotal role in facilitating causal AI by providing a versatile data management infrastructure for vast amounts of diverse data —a requirement for AI training models.

Artificial Intelligence 200

Artificial Intelligence Healthcare Retail Government 200

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language.

Java 207

Java C++ Benchmarking Programming 207

Dynatrace

FEBRUARY 10, 2022

Organizations are accelerating movement to the cloud, resulting in complex combinations of hybrid, multicloud [architecture],” said Rick McConnell, Dynatrace chief executive officer at the annual Perform conference in Las Vegas this week. We go further include distributed tracing, code-level detail, user experience and even behavioral data.

Artificial Intelligence 180

Artificial Intelligence Performance Innovation Speed 180

Dynatrace

JUNE 15, 2021

The fact is, Reliability and Resiliency must be rooted in the architecture of a distributed system. The email walked through how our Dynatrace self-monitoring notified users of the outage but automatically remediated the problem thanks to our platform’s architecture. And that’s true for Dynatrace as well.

AWS 182

AWS Traffic Architecture Azure 182

Strategic Tech

MARCH 16, 2021

I believe that attitude towards the design of code and architecture is one of them. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. Simon Brown taught me how to review architecture diagrams 10 years ago.

Software Engineering 80

Software Engineering Design Engineering Software 80

Dynatrace

JULY 6, 2022

More than half of all respondents cited two key SRE adoption barriers: the perceived difficulty of training existing IT professionals in SRE best practices, and the cost and difficulty of finding skilled professionals. Integrate toolchains and adopt an everything-as-code approach. Make SRE accessible. Automate as much as possible.

Best Practices 180

Best Practices Open Source Tuning Infrastructure 180

Dynatrace

OCTOBER 14, 2021

They require extensive training, and real-user must spend valuable time filtering any false positives. AIOps should instead leverage the ability of deterministic AI to fully map the topology of complex, distributed architectures to reach resolutions significantly faster. training data) that the algorithm can then learn from.

Artificial Intelligence 205

Artificial Intelligence DevOps Innovation Metrics 205

Dynatrace

OCTOBER 17, 2022

But before that new code can be deployed, it needs to be tested and reviewed from a security perspective. Only an approach that encompasses the entire data processing chain using deterministic AI and continuous automation can keep pace with the volume, velocity, and complexity of distributed microservices architectures.

DevOps 189

DevOps Artificial Intelligence Healthcare Innovation 189

Dynatrace

AUGUST 7, 2023

Developers use generative AI to find errors in code and automatically document their code. They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. But as the Black Hat 2023 agenda indicates, generative AI also introduces new security risks. A new CISO report explains why.

DevOps 178

DevOps Analytics Best Practices Java 178

Dynatrace

JULY 6, 2022

IT automation is the practice of using coded instructions to carry out IT tasks without human intervention. At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. What is IT automation?

Artificial Intelligence 182

Artificial Intelligence Tuning Strategy Big Data 182

Dynatrace

SEPTEMBER 20, 2022

DevSecOps practices build on DevOps, ensuring that security concerns are top of mind as developers build code. Organizations should train DevOps teams to understand security best practices and how to operate any new tooling implementations. Some DevSecOps best practices include the following: Security by design.

Best Practices 255

Best Practices DevOps Education Serverless 255

Percona

SEPTEMBER 22, 2023

Once open source software is being locked away by changing licenses and code that you depended on. You could not compile from scratch as the code was proprietary and could not be shared. MongoDB changed its license, and many were caught unaware, facing a decision to use less restrictive code thrust upon them.

Open Source 112

Open Source Software Software Hardware 112

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. These tools simply can’t provide the observability needed to keep pace with the growing complexity and dynamism of hybrid and multicloud architecture.

AWS 222

AWS Lambda Artificial Intelligence Serverless 222

Dynatrace

APRIL 5, 2021

Similar to AWS Lambda , Azure Functions is a serverless compute service by Microsoft that can run code in response to predetermined events or conditions (triggers), such as an order arriving on an IoT system, or a specific queue receiving a new message. Dynatrace news. What is Azure Functions? How Azure Functions works.

Azure 136

Azure Serverless IoT Lambda 136

Dynatrace

FEBRUARY 15, 2023

Introducing Metrics on Grail Despite their many advantages, modern cloud-native architectures can result in scalability and fragmentation challenges. For more complex cloud-native architectures, adding more services and applications leads to a massive increase in the volume of collected traces. This is no longer the case.

Analytics 222

Analytics Social Media Metrics Efficiency 222

The Netflix TechBlog

MAY 21, 2019

When code many test cases are dependent on has changed, choose the right test cases among thousands of affected tests to quickly validate the change before committing it and running extensive, and expensive, tests. Likewise it has very low requirements on the initial amount of training data. Detect a regression in a test case.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

DECEMBER 10, 2020

Change starts by thoroughly evaluating whether the current architecture, tools, and processes for configuration, infrastructure, code delivery pipelines, testing, and monitoring enable improved customer experience faster and with high quality or not. Rethinking the process means digital transformation.

Strategy 171

Strategy Performance Logistics Monitoring 171

Adrian Cockcroft

FEBRUARY 13, 2023

Provides comparison of inference workload on P4dn GPU instances vs. AWS Trainium saving 92% energy and 90% cost, and training workload on P4dn vs. AWS Inferentia 2.6x shorter training time, saving 54% energy and 75% cost. SUS209 — there was no talk with this code. SUS304 to SUS311 No talks with these codes.

AWS 64

AWS Energy Architecture Programming 64

O'Reilly

FEBRUARY 2, 2020

First, the behavior of an AI application depends on a model , which is built from source code and training data. A model isn’t source code, and it isn’t data; it’s an artifact built from the two. This means that, to have a history of how an application was developed, you have to look at more than the source code.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

The Morning Paper

FEBRUARY 16, 2020

Replacing these rules with a machine learned component dramatically simplified the code base (45 Kloc deleted) and set the system back onto a growth and improvement trajectory. we spend the majority of our effort on writing code, expressing how the system achieves its goals. But in Software 2.0, (training) data is key.

Systems 84

Systems Design Software Software 84

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. Organizations commonly use SLOs in production environments to ensure released code stays within error budgets.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

Percona

DECEMBER 4, 2023

Release highlights include: Docker images are now available for x86_64 architectures. code base, and includes several bug fixes, including: PXB-3003 : Percona XtraBackup discovering redo logs to parse and the server purging redo logs simultaneously could cause a race condition. Download Percona Distribution for PostgreSQL 16.1

Open Source 79

Open Source Azure Servers Programming 79

High Scalability

APRIL 14, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

APRIL 28, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 102

Education Software Engineering Scalability Engineering 102

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

High Scalability

MAY 26, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. Learn how to train interviewers so everyone's on the same page.

Education 100

Education AWS Software Engineering Scalability 100

Percona

DECEMBER 18, 2023

A release highlight is that Docker images are now available for x86_64 architectures. Docker images are now available for x86_64 architectures. Their inclusion in the distribution aims to simplify the developers’ experience with the Distribution. Download Percona Distribution for PostgreSQL 14.10 Install Percona XtraBackup 8.2.0-1

Monitoring 86

Monitoring Open Source Servers Scalability 86

Dynatrace

DECEMBER 16, 2019

NoOps: Reaching zero-incident prod through auto-remediation-as-code. Cloud-native software architectures provide the ability for deployment options , like Blue/Green, Canary, Dark Launches, and Feature Flagging – and make them easier. Key learning 6: NoOps: Reaching zero-incident prod through auto-remediation-as-code.

DevOps 102

DevOps Software Software Best Practices 102

Percona

JUNE 22, 2023

When planning your database HA architecture, the size of your company is a great place to start to assess your needs. This base architecture keeps the database available for your applications in case the primary node goes down, whether that involves automatic failover in case of a disaster or planned switchover during a maintenance window.

Availability 107

Availability Database Open Source Hardware 107

Strategic Tech

JUNE 21, 2020

All my private and public trainings until March this year had been in-person. I knew that I didn’t want the online workshop to be a poor version of the in-person training. In physical workshops, we can use colour-coded post-its nots as a form of custom notation although it’s hard to enforce. This was necessitated by Covid.

Design 98

Design Logistics Transportation Architecture 98

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.

Efficiency 102

Efficiency Cloud Healthcare Open Source 102

Official Blog - World Web Technology

DECEMBER 4, 2023

Depending on the information received during the planning and feasibility testing phase, the SDLC creates an architecture of the software development system. The two design processes include low-level and high-level design: detailed specifications and system architecture. Here, the actual process of software development takes place.

Processing 64

Processing Software Software Development 64

The Morning Paper

FEBRUARY 18, 2020

The following chart breaks down features in three main areas: training and auditing, serving and deployment, and data management, across six systems. Finally, an analysis of ML research directions reveals the following arc through time: systems for training, systems for scoring, AutoML, and then responsible AI.

Government 95

Government Software Engineering Storage Database 95

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

Sutter's Mill

NOVEMBER 11, 2023

This week’s meeting: Meeting #2 of C++26 At the previous meeting in June, the committee adopted the first 40 proposed changes for C++26, including many that had been ready for a couple of meetings and were just waiting for the C++26 train to open to be adopted. For those highlights, see the previous trip report. This is that library.

C++ 107

C++ Lambda Network Programming 107