CIO

JULY 14, 2022

Infinidat added cyber resilience on its InfiniGuard ® secondary storage system during the past year and, at the end of April 2022, across its primary storage platforms with the InfiniSafe Reference Architecture, encompassing Infinidat’s complete portfolio.

Performance 299

Performance DevOps Storage Weak Development Team 299

CIO

NOVEMBER 6, 2024

The new multi-agent system will go some way toward answering Marc Benioff’s criticism of Microsoft’s existing AI offering: The Salesforce CEO has said, “ Copilot is more like Clippy 2.0 ,” referring to the ill-fated and irritating animated paperclip that once offered assistance on writing a letter in Microsoft Office.

Artificial Inteligence 306

Artificial Inteligence Architecture Open Source System 306

Perficient

AUGUST 8, 2024

For more info, please refer to AWS documentation: [link] Fig: Distributed Load Testing on AWS architecture Learn more about DLT and AWS architecture. Reference : [link] Step 1: Create a CloudFormation stack for the DLT web console so users can access the dashboard and perform load tests.

AWS 52

AWS Performance Applications Analysis 52

AWS Machine Learning - AI

SEPTEMBER 16, 2024

RAG is an approach that combines information retrieval techniques with natural language processing (NLP) to enhance the performance of text generation or language modeling tasks. This is a reference notebook, and it cannot run unless you make changes suggested in the notebook. Refrain from using full access in production environments.

Performance 107

Performance Software Review AWS Systems Review 107

Apiumhub

DECEMBER 13, 2022

I recently started studying styles of software architecture in different ways: by reading books by renowned architects and by trying to go a step further in my professional career. What I will do is summarize what I have been reading and learning about the different styles of software architecture categorized as monolithic or distributed.

Architecture 81

Architecture Software Review Software Weak Development Team 81

Dzone - DevOps

JUNE 21, 2023

Microservices architecture is becoming increasingly popular as it enables organizations to build complex, scalable applications by breaking them down into smaller, independent services. Each microservice performs a specific function within the application and can be developed, deployed, and scaled independently.

Microservices 87

Microservices Architecture Lambda AWS 87

Perficient

AUGUST 10, 2023

Introduction In the ever-evolving landscape of software development, choosing the right architectural approach is crucial for building robust and scalable applications. Two popular architectural styles that often come into consideration are Monolithic and Microservice.

Microservices 92

Microservices Architecture Applications Software Review 92

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. Each job references a job definition. Today’s server hardware is powerful enough to execute most compute tasks.

AWS 147

AWS Performance Storage Linux 147

Apiumhub

AUGUST 22, 2023

Continuing from Part 1 , this article delves deeper into the insights of the talk “Pragmatic Approach to Architecture Metrics” presented by Sonya Natanzon and Vlad Khononov at the Global Software Architecture Summit last year. Increase distance Pragmatic Approach to Architecture Metrics in a Nutshell 1.

Metrics 76

Metrics Architecture Software Development Software 76

Dzone - DevOps

SEPTEMBER 11, 2019

Specifically, smells arising within a local scope, typically within a method, could be referred to as implementation smells (such as empty catch block or magic number ). The architecture of a software system represents the critical design decisions that span multiple components and have a system-level impact.

Architecture 59

Architecture Analysis Trends Performance 59

CIO

OCTOBER 8, 2024

Always monitor cost, performance and quality. Leverage this knowledge in your architecture and designs. The landing phase The virtual team will be at a high level of performance with the new, emerging tech. It’s time to publish architectural patterns, best practices and promote sensible adoption. Again: Start small.

Technology 311

Technology Weak Development Team Architecture Virtualization 311

AWS Machine Learning - AI

MAY 30, 2024

CBRE, in parallel, completed UAT testing to confirm it performed as expected. The following figure illustrates the core architecture for the NLQ capability. Following steps 5 and 6 in the architecture, the relevant tables schema is sent as input context to the model to generate a SQL query according to the input NLQ.

AWS 123

AWS Lambda Performance Artificial Inteligence 123

AWS Machine Learning - AI

OCTOBER 8, 2024

This foundational process enables LLMs to perform a wide range of tasks without task-specific training, making them highly versatile and adaptable. In this post, we collaborate with the team working on PyTorch at Meta to showcase how the torchtitan library accelerates and simplifies the pre-training of Meta Llama 3-like model architectures.

Training 68

Training Architecture Artificial Inteligence AWS 68

The Programmer's Paradox

AUGUST 4, 2022

I was reading an online discussion about architecture. Pretty much all that is wrong, but rather than point to a bunch of better, but old references, I’ll continue a long and painful tradition of throwing around my own definition. A software system has an architecture if and only if it is organized.

Architecture 72

Architecture System Organization Data 72

Perficient

AUGUST 31, 2024

I have discussed the seven pillars of the well-archotected lakehouse framework in general and now I want to focus on performance efficiency. Performance Efficiency I previously wrote about cost optimization and performance efficiency is a key lever to pull in the drive to manage cost. Technically, this is what Spark does.

Performance 52

Performance Serverless Scalability Metrics 52

Openxcell

MAY 2, 2023

Recently, React Native has introduced a new architecture that is changing the way mobile applications are built. Developing mobile applications is easier than ever, thanks to this new React Native architecture. This article will explain what’s new in React Native, why it matters, and how to migrate to the new architecture.

Architecture 52

Architecture Software Review Mobile Applications 52

Cloudera

JULY 19, 2023

Introduction Ozone is an Apache Software Foundation project to build a distributed storage platform that caters to the demanding performance needs of analytical workloads, content distribution, and object storage use cases. As Ozone scales to exabytes of data, it is important to ensure that Ozone Manager can perform at scale.

Storage 70

Storage Performance Hardware Architecture 70

Perficient

JANUARY 24, 2023

Let’s discuss 10 architectural changes within AEM as a Cloud Service. Asset Processing In older versions of AEM, asset processing was done at author instance level which consumes a lot of CPU, memory, and impacts performance. The various elements of the architecture are equipped with a variety of health checks.

Architecture 64

Architecture Cloud Software Review Microservices 64

Apiumhub

JANUARY 19, 2021

Apiumhub team organized a software architecture interview with a hands-on software architect we really admire – Mark Richards. He has been in the software industry since 1983 and has significant experience and expertise in application, integration, and enterprise architecture. What is software architecture for you?

Architecture 86

Architecture Software Review Software Microservices 86

Openxcell

JULY 25, 2023

Well, a web application architecture enables retrieving and presenting the desirable information you are looking for. Whether you are a seasoned developer, a creative designer, or a witty entrepreneur, understanding Web Application Architecture is paramount. And the importance of choosing the right architecture.

Architecture 52

Architecture Applications UI/UX Software Review 52

Infinidat

NOVEMBER 4, 2021

Driving the High Performance of the InfiniBox SSA™. Think highest-performance model that makes people’s heads turn. It is powered by Infinidat’s proven deep learning software algorithms and extensive DRAM cache, consistently delivering performance and latency results that surpass all-flash arrays (AFAs). Adriana Andronescu.

Performance 98

Performance Systems Review Technical Review Sport 98

Cloudera

MAY 9, 2022

The performance on queries depends on the size of the data, file types, query design, and query patterns. During performance testing, evaluate and validate configuration parameters and any SQL modifications. Cloudera WXM can assist in evaluating the benefits of query changes during performance testing. Tuning Guidelines.

Performance 118

Performance Technical Review Guidelines Technical Advisors 118

James Shore

MAY 31, 2021

Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture. This is a decidedly unfashionable approach to system architecture. Programmers, Operations. They serve 1.3

System Architecture 94

System Architecture Architecture Systems Review System 94

CloudGeometry

JULY 8, 2021

Leverage in SaaS architecture, like financing leverage from the capital markets, only works when you have a plan to keep the learned improvements delivering value. Either way, focus your attention on the most important part of your architecture: how well does it serve the goals of your business? and onboarding new customers.

Architecture 130

Architecture CTO Coach Fractional CTO Exercises 130

CIO

MARCH 18, 2024

At the end of the day, customers want the best experience, the best performance, or the lowest price in order to consume LLMs within their workflows.” Finally, the new Nvidia NIM inference microservices, also announced today, will help customers optimize inference performance across their SAP infrastructure.

Artificial Inteligence 295

Artificial Inteligence Microservices Generative AI Artificial Intelligence 295

TechCrunch

NOVEMBER 8, 2022

Increasingly, as Moore’s law rears its ugly head, computer chip developers are adopting “chiplet” architectures to scale their hardware’s processing power. “Process” in chip lingo refers to an architectural platform; TSMC began mass-producing 5 nm chips in 2020.

Automotive 209

Automotive Energy Architecture Hardware 209

Altexsoft

MAY 29, 2020

These specifications make up the API architecture. Over time, different API architectural styles have been released. A pull of choices raises endless debates as to which architectural style is best. High performance. With high message rate and message performance, gRPC and Twirp are strong cases for microservices.

Architecture 142

Architecture Microservices Systems Review Weak Development Team 142

DevOps.com

FEBRUARY 24, 2021

February 24, 2021 – Hazelcast, the fast cloud application platform, is releasing a reference implementation that simplifies a financial service organization’s ability to execute and scale financial risk calculations in the cloud while gaining real-time performance and fully-utilizing the resource-heavy […].

Architecture 74

Architecture Applications Cloud Google Cloud 74

Openxcell

JUNE 6, 2023

Microservices architecture of software is all the rage for its adaptability and ease of maintenance. In 2014, Uber, the popular cab hailing service provider made a major switch in their app architecture by switching from monolithic architecture to micro services architecture.

Microservices 52

Microservices Architecture Enterprise Software Review 52

AWS Machine Learning - AI

JUNE 25, 2024

What is Jamba-Instruct Jamba-Instruct is an instruction-tuned version of the Jamba base model, previously open sourced by AI21 Labs, which combines a production grade-model, Structured State Space (SSM) technology, and Transformer architecture. For more information, refer to Model access. Choose Modify model access.

Artificial Inteligence 112

Artificial Inteligence Generative AI Windows AWS 112

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. Figure 1: Architecture – Standard Form – Data Extraction & Storage.

Healthcare 120

Healthcare Artificial Inteligence Analysis Lambda 120

CIO

JUNE 28, 2023

A SASE-enabled IT architecture (42 percent of respondents) and a zero-trust enabled architecture also should be at the top of the list.” These high-performing organizations had fewer security breaches in the past 12 months that resulted in data loss or downtime. What is Zero Trust Security?

Study 246

Study Network Policies Architecture 246

Tandem

JUNE 20, 2023

What experience do you have with either microservices or monolithic architecture? Darcy: Most of my experience has been with monolithic architecture. With a client of ours, an application was set up as a microservice architecture but still deployed to one machine with many Docker containers. Toby: That’s about the same for me.

Microservices 52

Microservices Architecture Weak Development Team Applications 52

Altexsoft

AUGUST 12, 2020

This article describes IoT through its architecture, layer to layer. Before we go any further, it’s worth pointing out that there is no single, agreed-upon IoT architecture. It varies in complexity and number of architectural layers depending on a particular business task. Let’s see how everyday magic works behind the scenes.

IoT 140

IoT Architecture Wireless Transportation 140

Apiumhub

JUNE 2, 2020

In the Global Software Architecture Summit we were discussing software architecture patterns a lot and I decided to write an article about it, highlighting leading software architects insights. . First of all, what are software architecture patterns? 5 major Software Architecture patterns. Microkernel pattern.

Architecture 61

Architecture Software Microservices Scalability 61

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 118

Generative AI Lambda Applications AWS 118

AWS Machine Learning - AI

FEBRUARY 26, 2024

However, as these models continue to grow in size and complexity, monitoring their performance and behavior has become increasingly challenging. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness. The following diagram illustrates this architecture.

Artificial Inteligence 124

Artificial Inteligence AWS Lambda Metrics 124