OTS Solutions

DECEMBER 4, 2023

Private cloud architecture is an increasingly popular approach to cloud computing that offers organizations greater control, security, and customization over their cloud infrastructure. What is Private Cloud Architecture? Why is Private Cloud Architecture important for Businesses?

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130

CIO

OCTOBER 1, 2022

Yet while data-driven modernization is a top priority , achieving it requires confronting a host of data storage challenges that slow you down: management complexity and silos, specialized tools, constant firefighting, complex procurement, and flat or declining IT budgets. Put storage on autopilot with an AI-managed service.

Storage 158

Storage Backup Disaster Recovery Agile 158

CIO

JANUARY 8, 2025

The academic community expects data to be close to its high-performance compute resources, so they struggle with these egress fees pretty regularly, he says. Secure storage, together with data transformation, monitoring, auditing, and a compliance layer, increase the complexity of the system. Adding vaults is needed to secure secrets.

Cloud 209

Cloud Technical Review Systems Review Budget 209

CIO

APRIL 9, 2025

VCF is a comprehensive platform that integrates VMwares compute, storage, and network virtualization capabilities with its management and application infrastructure capabilities. TB raw data storage ( ~2.7X TB raw data storage. TB raw data storage, and v22-mega-so with 51.2 TB raw data storage.

Google Cloud 88

Google Cloud Cloud Engineering Storage 88

CIO

SEPTEMBER 13, 2022

Most of Petco’s core business systems run on four InfiniBox® storage systems in multiple data centers. For the evolution of its enterprise storage infrastructure, Petco had stringent requirements to significantly improve speed, performance, reliability, and cost efficiency. Infinidat rose to the challenge.

Case Study 145

Case Study Storage Study Enterprise 145

Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). Up until now, Bicep was a domain-specific language for Azure resource deployments.

Software Development 130

Software Development Software Cloud Development 130

AWS Machine Learning - AI

JANUARY 29, 2025

DeepSeek-R1 distilled variations From the foundation of DeepSeek-R1, DeepSeek AI has created a series of distilled models based on both Metas Llama and Qwen architectures, ranging from 1.570 billion parameters. 70B-Instruct ), offer different trade-offs between performance and resource requirements.

Generative AI 115

Generative AI Artificial Inteligence AWS Technical Review 115

Capgemini

NOVEMBER 22, 2024

Companies can always do more, but one immediate ESG solution that might be overlooked involves auditing your own IT resources. Assessing the impacts of e-waste When considering your company’s IT systems, you need to start with human resources. Also, routers, servers, storage, adapters, cables – the list seems limitless.

Resources 52

Resources Programming Systems Review Technical Review 52

CIO

MARCH 31, 2025

Core challenges for sovereign AI Resource constraints Developing and maintaining sovereign AI systems requires significant investments in infrastructure, including hardware (e.g., Many countries face challenges in acquiring or developing the necessary resources, particularly hardware and energy to support AI capabilities.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

CIO

APRIL 9, 2025

Cloud-based workloads can burst as needed, because IT can easily add more compute and storage capacity on-demand to handle spikes in usage, such as during tax season for an accounting firm or on Black Friday for an e-commerce site. Theres no downtime, and all networking and dependencies are retained. Enhancing applications.

Cloud 88

Cloud Google Cloud Disaster Recovery Data Center 88

CIO

NOVEMBER 14, 2024

Our digital transformation has coincided with the strengthening of the B2C online sales activity and, from an architectural point of view, with a strong migration to the cloud,” says Vibram global DTC director Alessandro Pacetti. It’s a change fundamentally based on digital capabilities.

Cloud 179

Cloud Technical Review Data B2C 179

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 92

Generative AI Technical Review Software Review Systems Review 92

CIO

MARCH 13, 2025

Although organizations have embraced microservices-based applications, IT leaders continue to grapple with the need to unify and gain efficiencies in their infrastructure and operations across both traditional and modern application architectures. VMware Cloud Foundation (VCF) is one such solution. Much of what VCF offers is well established.

Virtualization 103

Virtualization Microservices Architecture Policies 103

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

Cloudera

DECEMBER 2, 2024

Cloudera is committed to providing the most optimal architecture for data processing, advanced analytics, and AI while advancing our customers’ cloud journeys. Together, Cloudera and AWS empower businesses to optimize performance for data processing, analytics, and AI while minimizing their resource consumption and carbon footprint.

Sustainability 89

Sustainability AWS Analytics Infrastructure 89

TechCrunch

JULY 12, 2022

Jeff Ready asserts that his company, Scale Computing , can help enterprises that aren’t sure where to start with edge computing via storage architecture and disaster recovery technologies. Early on, Scale focused on selling servers loaded with custom storage software targeting small- and medium-sized businesses.

Disaster Recovery 215

Disaster Recovery Infrastructure Company Development Team Review 215

CIO

JULY 11, 2024

But only 6% of those surveyed described their strategy for handling cloud costs as proactive, and at least 42% stated that cost considerations were already included in developing solution architecture. According to many IT managers, the key to more efficient cost management appears to be better integration within cloud architectures.

Cloud 197

Cloud Budget Survey Architecture 197

TechCrunch

NOVEMBER 15, 2022

“Integrating batteries not only unlocks really impressive performance improvements, it also removes a lot of common barriers around power or panel limitations with installing induction stoves while also adding energy storage to the grid.” ” Yo-Kai Express introduces Takumi, a smart home cooking appliance. .

Storage 248

Storage Hardware Energy Construction 248

TechCrunch

AUGUST 16, 2022

Part of the problem is that data-intensive workloads require substantial resources, and that adding the necessary compute and storage infrastructure is often expensive. “It became clear that today’s data needs are incompatible with yesterday’s data center architecture. Marvell has its Octeon technology.

Data Center 208

Data Center Analytics Weak Development Team Data 208

AWS Machine Learning - AI

NOVEMBER 7, 2024

Depending on the use case and data isolation requirements, tenants can have a pooled knowledge base or a siloed one and implement item-level isolation or resource level isolation for the data respectively. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures.

Generative AI 98

Generative AI AWS Enterprise Artificial Inteligence 98

CIO

APRIL 1, 2025

AI services require high resources like CPU/GPU and memory and hence cloud providers like Amazon AWS, Microsoft Azure and Google Cloud provide many AI services including features for genAI. Data processing costs: Track storage, retrieval and preprocessing costs.

Technical Review 88

Technical Review Azure Budget Artificial Intelligence 88

Perficient

MARCH 27, 2025

Workflow Overview Write Infrastructure Code (Python) Pulumi Translates Code to AWS Resources Apply Changes (pulumi up) Pulumi Tracks State for Future Updates Prerequisites Pulumi Dashboard The Pulumi Dashboard (if using Pulumi Cloud) helps track: The current state of infrastructure. Components in the architecture.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

AWS Machine Learning - AI

OCTOBER 29, 2024

Solution overview The solution presented in this post uses batch inference in Amazon Bedrock to process many requests efficiently using the following solution architecture. Review the stack details and select I acknowledge that AWS CloudFormation might create AWS IAM resources , as shown in the following screenshot. Choose Submit.

Scalability 105

Scalability Lambda Generative AI AWS 105

CIO

MAY 10, 2024

Service-oriented architecture (SOA) Service-oriented architecture (SOA) is an architectural framework used for software development that focuses on applications and systems as independent services. NetApp Founded in 1992, NetApp offers several products using the company’s proprietary ONTAP data management operating system.

SOA 195

SOA Linux Video Architecture 195

CIO

AUGUST 19, 2024

The shift toward a dynamic, bidirectional, and actively managed grid marks a significant departure from traditional grid architecture. This transformation is fueled by several factors, including the surging demand for electric vehicles (EVs) and the exponential growth of renewable energy and battery storage.

Energy 183

Energy Load Balancer Systems Review Technical Review 183

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 110

Generative AI Lambda Applications AWS 110

AWS Machine Learning - AI

MARCH 18, 2025

Example 1: Enforce the use of a specific guardrail and its numeric version The following example illustrates the enforcement of exampleguardrail and its numeric version 1 during model inference: { "Version": "2012-10-17", "Statement": [ { "Sid": "InvokeFoundationModelStatement1", "Effect": "Allow", "Action": [ "bedrock:InvokeModel", "bedrock:InvokeModelWithResponseStream" (..)

Policies 78

Policies Generative AI Resources AWS 78

CIO

MARCH 9, 2022

They conveniently store data in a flat architecture that can be queried in aggregate and offer the speed and lower cost required for big data analytics. This dual-system architecture requires continuous engineering to ETL data between the two platforms. On the other hand, they don’t support transactions or enforce data quality.

Artificial Inteligence 178

Artificial Inteligence Data Artificial Intelligence Analytics 178

Xebia

FEBRUARY 23, 2025

In many companies, data is spread across different storage locations and platforms, thus, ensuring effective connections and governance is crucial. And data.world ([link] a company that we are particularly interested in because of their knowledge graph architecture. Poor data quality automatically results in poor decisions.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. The AI engine accesses this resource to pull relevant information needed to effectively address customer inquiries. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 84

Knowledge Base Generative AI Technical Review Lambda 84

Infinidat

MARCH 20, 2025

The Dirty Dozen is a list of challenges, gaps, misconceptions and problems that keep CxOs, storage administrators, and other IT leaders up at night, worried about what they dont know. This also includes InfiniSafe Cyber Storage guarantees. Storage cannot be separate from security.

Report 64

Report Storage Malware Enterprise 64

AWS Machine Learning - AI

NOVEMBER 13, 2024

The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3). jpeg Score: 0.63810235 Clean up To avoid incurring future charges, delete the resources used in this solution.

AWS 101

AWS Engineering Serverless eCommerce 101

Erik Bernhardsson

DECEMBER 15, 2020

Just some examples from things I've worked on or close to: Spotify built a whole P2P architecture in C++ in order to distribute streaming music to listeners, something which today is a trivial problem (put the data on a CDN). You need storage to build something to serve 1M concurrent users?

Software Engineering 325

Software Engineering Engineering Tools Software 325

CIO

AUGUST 2, 2022

This is because other technology improvements—such as modernization of integration strategy, distributed cloud storage, and spending on cloud-native applications—to achieve business architecture composability is taking precedence over automation or process efficiency demands, the company said.

Software 183

Software Architecture Research Storage 183

AWS Machine Learning - AI

MARCH 3, 2025

However, customizing DeepSeek models effectively while managing computational resources remains a significant challenge. Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others.

Artificial Inteligence 77

Artificial Inteligence Generative AI AWS Training 77

AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. The following diagram illustrates the architecture of the application.

Generative AI 115

Generative AI AWS Lambda Authentication 115

AWS Machine Learning - AI

JANUARY 13, 2025

But these resources tend to become siloed over time and inaccessible across teams, resulting in reduced knowledge, duplication of work, and reduced productivity. Clean Up After trying the Amazon Q Business web experience, remember to remove any resources you created to avoid unnecessary charges.

Generative AI 87

Generative AI AWS Innovation Knowledge Base 87