search
HomeTechnology peripheralsAIThe data dilemma in today's retail edge IT environment

Retailers are inundated with many evolving technologies that they have either invested in or are considering purchasing, including point of sale (POS), artificial intelligence and analytics, automation, augmented and virtual reality, IoT, video surveillance, and more, Making store operations more complex.

The data dilemma in today's retail edge IT environment

Today, retailers are grappling with growing data management challenges. They need to keep critical enterprise IT systems online 24/7 to ensure continuous business operations and customer application uptime, while separately managing equally important data sets and in-store video surveillance footage.

All this data is created and managed across dozens, hundreds, or thousands of individual sites is called "edge computing." Let’s explore today’s edge computing woes and identify ways retail IT managers can purchase the ideal solution for multi-store environments.

Retailer Data Dilemma

Retailers are inundated with many evolving technologies that they have either invested in or are considering purchasing, including point of sale (POS), artificial intelligence and analytics, automation , augmented and virtual reality, Internet of Things, video surveillance, etc., making store operations more complex. Given the rise of BOPIS and similar products, many businesses must integrate their e-commerce and in-store operations.

Large chain stores with hundreds or thousands of locations may quickly encounter cost control and complexity issues associated with managing data at each location. Sites such as SMBs and small franchises, smaller retailers still need to protect the data generated in their stores, but they tend to have smaller budgets and smaller IT staff than larger retailers.

With the rapid development of technology solutions, today's retailers are launching many new products to help reduce costs and maximize the use of resources. Today, retail IT managers can eliminate outdated systems to optimize multiple environments. A direct-attached storage (DAS) system using server disk drives or external join boxes (JBOD) can be a simple solution for retailers, who can provide some normality by leveraging the internal RAID cards of each store's servers. operation hours.

But DAS has its limitations and additional costs, as there is a single point of failure in store deployments, and infrastructure outages, such as the loss of a server or multiple hard drives, may prevent access to data or applications to maintain run.

Today’s HCI, along with virtualized servers and storage systems, offers tremendous on-site capabilities in every store, especially as uptime and data protection remain risk factors. High-availability computing and storage clusters in the store itself can solve these problems.

Uptime Flexibility and High Availability for Retailers

As we’ve seen in countless headlines, downtime is one of the biggest fears in the IT world. When a store "goes out of business," not only is business revenue affected, but customer loyalty and brand reputation are also at risk. This makes high availability and ensuring there are no single points of failure a key priority for retailers everywhere as they are tasked with maintaining around-the-clock in-store uptime.

General attributes that will further expand retailer storage costs include ease of use, robustness and flexibility. Storage should be easy to deploy and manage from one or multiple locations. The solution should be hardware, hypervisor and software agnostic so as to plug into any existing or new environment and be compatible with products from all major vendors. This flexibility will allow retail IT managers to customize existing, preferred or future hardware and software products, future-proofing the environment and protecting the initial investment.

Build a scalable, affordable video surveillance recording storage environment

In addition to in-store data generated by POS systems and other applications, many retailers also capture video surveillance footage. This video capture exists for one of two reasons: first, for in-store security, and second, for business insights.

While video data can be extremely valuable, these files are large and may require bulky and expensive storage solutions. Retailers must also ensure they meet the latest legal, regulatory legality and retention requirements for video and other customer data. It's best to completely separate your video surveillance IT infrastructure from your enterprise data storage environment.

To protect budgets, video surveillance storage capabilities should be optimized to meet the ongoing expectations of more cameras generating more and more data in more places, at higher resolutions, and at frame rates. A defined strategy for storing, retaining, and accessing video is required, including defined policies and automation to make video management truly manageable.

The above is the detailed content of The data dilemma in today's retail edge IT environment. For more information, please follow other related articles on the PHP Chinese website!

Statement
This article is reproduced at:51CTO.COM. If there is any infringement, please contact admin@php.cn delete
How to Run LLM Locally Using LM Studio? - Analytics VidhyaHow to Run LLM Locally Using LM Studio? - Analytics VidhyaApr 19, 2025 am 11:38 AM

Running large language models at home with ease: LM Studio User Guide In recent years, advances in software and hardware have made it possible to run large language models (LLMs) on personal computers. LM Studio is an excellent tool to make this process easy and convenient. This article will dive into how to run LLM locally using LM Studio, covering key steps, potential challenges, and the benefits of having LLM locally. Whether you are a tech enthusiast or are curious about the latest AI technologies, this guide will provide valuable insights and practical tips. Let's get started! Overview Understand the basic requirements for running LLM locally. Set up LM Studi on your computer

Guy Peri Helps Flavor McCormick's Future Through Data TransformationGuy Peri Helps Flavor McCormick's Future Through Data TransformationApr 19, 2025 am 11:35 AM

Guy Peri is McCormick’s Chief Information and Digital Officer. Though only seven months into his role, Peri is rapidly advancing a comprehensive transformation of the company’s digital capabilities. His career-long focus on data and analytics informs

What is the Chain of Emotion in Prompt Engineering? - Analytics VidhyaWhat is the Chain of Emotion in Prompt Engineering? - Analytics VidhyaApr 19, 2025 am 11:33 AM

Introduction Artificial intelligence (AI) is evolving to understand not just words, but also emotions, responding with a human touch. This sophisticated interaction is crucial in the rapidly advancing field of AI and natural language processing. Th

12 Best AI Tools for Data Science Workflow - Analytics Vidhya12 Best AI Tools for Data Science Workflow - Analytics VidhyaApr 19, 2025 am 11:31 AM

Introduction In today's data-centric world, leveraging advanced AI technologies is crucial for businesses seeking a competitive edge and enhanced efficiency. A range of powerful tools empowers data scientists, analysts, and developers to build, depl

AV Byte: OpenAI's GPT-4o Mini and Other AI InnovationsAV Byte: OpenAI's GPT-4o Mini and Other AI InnovationsApr 19, 2025 am 11:30 AM

This week's AI landscape exploded with groundbreaking releases from industry giants like OpenAI, Mistral AI, NVIDIA, DeepSeek, and Hugging Face. These new models promise increased power, affordability, and accessibility, fueled by advancements in tr

Perplexity's Android App Is Infested With Security Flaws, Report FindsPerplexity's Android App Is Infested With Security Flaws, Report FindsApr 19, 2025 am 11:24 AM

But the company’s Android app, which offers not only search capabilities but also acts as an AI assistant, is riddled with a host of security issues that could expose its users to data theft, account takeovers and impersonation attacks from malicious

Everyone's Getting Better At Using AI: Thoughts On Vibe CodingEveryone's Getting Better At Using AI: Thoughts On Vibe CodingApr 19, 2025 am 11:17 AM

You can look at what’s happening in conferences and at trade shows. You can ask engineers what they’re doing, or consult with a CEO. Everywhere you look, things are changing at breakneck speed. Engineers, and Non-Engineers What’s the difference be

Rocket Launch Simulation and Analysis using RocketPy - Analytics VidhyaRocket Launch Simulation and Analysis using RocketPy - Analytics VidhyaApr 19, 2025 am 11:12 AM

Simulate Rocket Launches with RocketPy: A Comprehensive Guide This article guides you through simulating high-power rocket launches using RocketPy, a powerful Python library. We'll cover everything from defining rocket components to analyzing simula

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

SublimeText3 Linux new version

SublimeText3 Linux new version

SublimeText3 Linux latest version

Dreamweaver Mac version

Dreamweaver Mac version

Visual web development tools

ZendStudio 13.5.1 Mac

ZendStudio 13.5.1 Mac

Powerful PHP integrated development environment

SecLists

SecLists

SecLists is the ultimate security tester's companion. It is a collection of various types of lists that are frequently used during security assessments, all in one place. SecLists helps make security testing more efficient and productive by conveniently providing all the lists a security tester might need. List types include usernames, passwords, URLs, fuzzing payloads, sensitive data patterns, web shells, and more. The tester can simply pull this repository onto a new test machine and he will have access to every type of list he needs.

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)