High Scalability

DECEMBER 16, 2022

Cloud computing is a model of computing that delivers computing services over the internet, including storage, data processing, and networking. Cloud computing has become a widely-used model of computing, as it offers a number of benefits over traditional, on-premises computing systems. Can you expand? Are you hosted on the cloud?

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

JUNE 8, 2021

In software we use the concept of Service Level Objectives (SLOs) to enable us to keep track of our system versus our goals, often shown in a dashboard – like below –, to help us to reach an objective or provide an excellent service for users. The training program to proactively improve your services. Then let’s go!

Metrics 161

Metrics Tuning Programming Systems 161

Dynatrace

DECEMBER 13, 2023

That’s why many organizations are turning to generative AI—which uses its training data to create text, images, code, or other types of content that reflect its users’ natural language queries—and platform engineering to create new efficiencies and opportunities for innovation. Technology prediction No. Technology prediction No.

Technology 196

Technology Technology Artificial Intelligence Analytics 196

Dynatrace

SEPTEMBER 30, 2021

Major cloud providers such as AWS offer certification programs to help technology professionals develop and mature their cloud skills. By carving the right AWS certification path, developers can even use their certification and training to advance their careers long term. What is the value of AWS training and certification?

AWS 201

AWS Best Practices Analytics Cloud 201

Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. In the realm of cloud-based business operations, there is an increasing dependence on complex information processing patterns. What is workload in cloud computing?

Cloud 130

Cloud Virtualization Storage Efficiency 130

O'Reilly

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. How do we make sense of this?

Artificial Intelligence 101

Artificial Intelligence Media Google Processing 101

The Morning Paper

FEBRUARY 20, 2020

Extending relational query processing with ML inference , Karanasos, CIDR’10. Raven is the system that Microsoft built to explore this question, and answer it with a resounding yes. Unlike SQL queries which are declarative, such models are expressed as imperative programs heavily dependent on libraries.

Processing 72

Processing Hardware Database Azure 72

Dynatrace

JULY 6, 2022

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. Adding AIOps to automation processes makes the volume of data that applications and multicloud environments generate much less overwhelming.

Artificial Intelligence 182

Artificial Intelligence Tuning Strategy Big Data 182

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., This is a high level paper describing Google’s production system for federated learning. Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralized data residing on devices like mobile phones.

Systems 71

Systems Design Google Servers 71

The Netflix TechBlog

MAY 28, 2021

Whether they worked at a manufacturer for very large industrial ventilation systems , or in finance, healthcare, or elsewhere in tech (big or small), most people on my team have unique paths to their current positions at Netflix. When I was growing up, I developed a strong interest in the space program. loved space movies (still do!),

Healthcare 200

Healthcare Entertainment Analytics Programming 200

Official Blog - World Web Technology

AUGUST 27, 2023

Similarly, using the best programming language for your website is also crucial. When it comes to programming languages, you will find many options, but PHP is the most viable option to choose. It is one of the most preferred programming languages used by developers across the globe for website development. What is PHP?

Development 98

Development Ecommerce Open Source Website 98

The Netflix TechBlog

MAY 21, 2019

Partners across the globe leverage Netflix device certification process on a continual basis to ensure that quality products and experiences are delivered to their customers. The certification process involves the verification of partner’s implementation of features provided by the Netflix SDK. Detect a regression in a test case.

Testing 163

Testing AWS Lambda Network 163

Tasktop

MAY 12, 2020

By October 2020, Daimler/Mercedes-Benz AG will replace its supplier defect and test management tool for its internal E/E system. If you are a supplier working with the automotive giant and connected to its existing defect management and ALM systems, you will need to migrate or change projects to the new system as soon as possible.

Automotive 52

Automotive Systems Education Programming 52

Dynatrace

JUNE 5, 2023

If you’re in IT, you know how important it is to keep an eye on your systems and infrastructure in real-time. In the past, ITOps teams communicated by phone, email, and other tools, interacting manually with ticketing systems for technical support and incident management. What is a ChatBot?

Google 194

Google DevOps Efficiency Monitoring 194

Dynatrace

DECEMBER 10, 2020

During the recent pandemic, organizations that lack processes and systems to scale and adapt to remote workforces and increased online shopping are feeling the pressure even more. Rethinking the process means digital transformation. What do you see as the biggest challenge for performance and reliability?

Strategy 171

Strategy Performance Logistics Monitoring 171

O'Reilly

AUGUST 15, 2023

But 20% are changing their onboarding and upskilling processes, 15% are hiring new developers, and 13% are using self-service engineering platforms. We found that the biggest struggle for developers working with new tools is training (34%), and another 12% said the biggest struggle is “ease of use.” Is developer productivity an issue?

Development 73

Development Programming Speed Open Source 73

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. It automatically manages all the computing resources those processes require.

Azure 136

Azure Serverless IoT Lambda 136

Dynatrace

NOVEMBER 12, 2021

A new generation of automated solutions — designed to provide end-to-end observability of assets, applications, and performance across legacy and cloud systems — make that job easier, says Federal Chief Technology Officer Willie Hicks at Dynatrace. They don’t have visibility or “observability” in their systems. What’s the root cause?

Cloud 167

Cloud Monitoring Network Azure 167

Adrian Cockcroft

JUNE 2, 2023

There was a good talk on How to Build Responsible Systems While Leveraging Generative AI Capabilities by Sriram Subramanian of Microsoft, and I had several interesting conversations with him. We’re already seeing the beginning of this direction with conversational programming and operations tooling like DoTheThing.ai

Social Media 98

Social Media Innovation Open Source Entertainment 98

Percona

DECEMBER 27, 2023

Another significant issue within security concerns is the escalating complexity of modern systems, especially in platforms like Kubernetes, which highlights the need for unified threat models and scanning tools to address vulnerabilities. Creating repositories for memory-safe patterns in cloud systems to improve overall security.

Cloud 79

Cloud Open Source Strategy Best Practices 79

Dynatrace

MARCH 10, 2021

In contrast, envision an AI-driven intelligent system that accurately provides the answers—in this case, the technical root cause of the anomaly, all contextual and associated information, and how to fix it. This accurate and precise intelligence is now the type of data that can be trusted to trigger auto-remediation processes proactively.

AWS 142

AWS Cloud Artificial Intelligence Innovation 142

The Morning Paper

APRIL 16, 2019

Teaching rigorous distributed systems with efficient model checking Michael et al., It describes the labs environment, DSLabs , developed at the University of Washington to accompany a course in distributed systems. Enabling students to build running performant versions of all of those systems in the time available is one challenge.

Systems 43

Systems Efficiency Testing Strategy 43

The Morning Paper

JANUARY 14, 2020

For Programmatically Interpretable Reinforcement Learning (PIRL) as we shall soon see, it’s a minimal functional language and an accompanying program sketch. Ultimately it’s that learned and interpretable (by humans as well as machines) expression that we deploy in our systems. In PIRL, Verma et al. A DSL for policies.

Programming 63

Programming Network Games Processing 63

The Morning Paper

JULY 7, 2019

Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process. The generic machine learning process looks like this: ( Enlarge ). ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

Strategic Tech

MARCH 16, 2021

Martin Fowler argues that internal quality of a software system enables new features and improvements to be delivered more sustainably. I love pair programming and mobbing because every small decision is debated and challenged. Both valuing design and striving for continuous delivery are necessary.

Software Engineering 80

Software Engineering Design Engineering Software 80

Adrian Cockcroft

FEBRUARY 13, 2023

Discussion of the water positive goal and optimizations that let AWS return water directly for irrigation rather than to the sewage system. Margaret leads the worldwide solution architect program for sustainability, and gives an excellent talk on how customers should think about optimizing their workloads.

AWS 64

AWS Energy Architecture Programming 64

Testsigma

NOVEMBER 28, 2019

There are hundreds of tools through which the automation code can be written in different programming languages. Edureka typically provides Instructor-led training courses which help aspiring candidates to learn interactively. They also provide online interactive training and self-paced training (all delivered via the internet).

Website 53

Website Testing Programming Automotive 53

All Things Distributed

SEPTEMBER 25, 2017

We have supported the development of technology skills across the region with Training and Certification programs to help customers develop skills to design, deploy, and operate their infrastructure and applications on the AWS Cloud. The BIPA has moved their Learning Management System to AWS, reducing costs by over 90%.

Cloud 152

Cloud Education Energy Government 152

Percona

OCTOBER 18, 2023

It’s a complex process involving various factors and meticulous planning. Today, we’ll be taking a deep dive into the intricacies of database migration, along with specific solutions to help make the process easier. In this section, we’ll outline the essential steps involved in migrating to open source databases.

Open Source 92

Open Source Database Hardware Strategy 92

O'Reilly

JULY 25, 2023

The inspiration (and title) for it comes from Mike Loukides’ Radar article on Real World Programming with ChatGPT , which shares a similar spirit of digging into the potential and limits of AI tools for more realistic end-to-end programming tasks. Setting the Stage: Who Am I and What Am I Trying to Build?

Programming 98

Programming Code Design Benchmarking 98

Tasktop

FEBRUARY 11, 2020

PMO roles—such as program and project managers—are expanding and evolving due to the reorientation of IT organizations toward value-based outcomes. As with any transformation, which in reality is ongoing, investment in training is essential. Operational: Processes (both engineering and product), licensing, etc.

Programming 69

Programming C++ Engineering DevOps 69

Tasktop

AUGUST 23, 2021

Try logging into your typical government-built system and you can immediately tell it was built differently. The UI is awful and the system crashes under heavy use. This isn’t because the developers that built those systems are poor developers, they’re just using a methodology that was abandoned as a matter of survival decades ago.

Software 52

Software Software Development Social Media 52

ScaleOut Software

JANUARY 28, 2021

Getting the COVID-19 crisis under control requires that we put in place an effective process for vaccine distribution so that the country can get to herd immunity as fast as possible. Avoiding the complexity and delay required to build custom information management systems that can provide this information.

Logistics 84

Logistics Airlines Analytics Ecommerce 84

The Morning Paper

JANUARY 12, 2020

Last week we looked at some of the challenges inherent in automation and in building systems where humans and software agents collaborate. Today’s paper choice sets out some of the current (additional) challenges we face getting reinforcement learning to work well in many real-world systems. from system logs).

Programming 43

Programming Systems Efficiency Network 43

Tasktop

JULY 22, 2021

A Flow-Based System. As SAFe is a flow-based system, each of these metrics is directly applicable and are now incorporated into the SAFe body of knowledge.”. Flow Efficiency – Is waste decreasing in our processes? Flow Predictability is measured via the SAFe Program Predictability Measure (PPM) (see Figure 10 below).

Metrics 98

Metrics DevOps Efficiency Benchmarking 98

Adrian Cockcroft

JUNE 21, 2022

Photo by Adrian I spent six years at Cambridge Consultants, building some interesting systems, managing our Sun workstations and learning a lot, but by then Sun had opened a sales office across the street, and I wanted to find out what they were going to release next, before everyone else.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Testsigma

APRIL 2, 2020

Platforms that need to be tested: If yours is a desktop application, list down the operating systems that should be tested. If yours is a mobile application, then list down the supported mobile operating systems. Language your application is built in: This can help if you are planning to use a programming language for automation.

Testing 81

Testing Programming Mobile Operating System 81