#OCI scalability
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astutebusiness · 7 days ago
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Accelerate your digital transformation with Astute Business Solutions’s data center exit to Oracle Cloud Infrastructure. Cut IT costs, simplify operations and scale effortlessly with expert-led OCI migration strategies. From compliance to performance gains, we help you get it right the first time.
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mylearnings519 · 2 years ago
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The role of containerization in DevOps, and what are some popular containerization tools?
Containerization plays a crucial role in DevOps by providing a consistent and isolated environment for applications and their dependencies. Containers package applications and all required libraries and settings into a single, lightweight unit, making it easier to deploy, scale, and manage applications across different environments. Here’s a more detailed look at the role of containerization in…
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neveropen · 1 day ago
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Docker vs containerd vs CRI-O: An In-Depth Comparison
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Contents The Container Ecosystem Docker Docker Images Docker for Kubernetes Container Runtime Interface (CRI) containerd CRI-O Open Container Initiative (OCI) runC Introduction Container deployment is a practical method for ensuring portability, scalability, and agility in the DevOps world. From testing to production, containers facilitate the entire software development process. Platforms for container management and orchestration are designed to be intuitive and straightforward for the end-user. However, the platforms themselves are complex and consist of multiple coordinated projects. This article will explain the differences between three important parts of the container management ecosystem – Docker, containerd, and CRI-O. The Container Ecosystem […]
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rythium · 3 days ago
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Understand Oracle License Cost and Oracle Cloud Licensing Before You Buy
Navigating the world of software licensing can be complex, and when it comes to Oracle products, it’s crucial to understand the details before making a purchase. Whether you are a startup, an enterprise, or an individual developer, knowing the Oracle license cost and how Oracle Cloud licensing works can help you plan your budget effectively and avoid unexpected expenses.
What is Oracle Licensing?
Oracle provides a variety of software products, ranging from database management systems and cloud infrastructure to enterprise resource planning (ERP) solutions. Licensing these products means you pay for the legal right to use Oracle’s software under specific terms and conditions. There are two main types of licenses:
2. Perpetual Licenses – One-time purchase for indefinite usage. 4. Subscription-Based Licenses – Pay-as-you-go model, common in Oracle Cloud. These models affect the Oracle license cost, and choosing the right one depends on your organizational needs, user count, and computing resources.
Understanding Oracle License Cost
Oracle license cost varies widely depending on several factors:
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Oracle Database Enterprise Edition (Perpetual License): Around $47,500 per processor or $950 per named user (minimums apply). Annual support and updates: Usually 22% of the license cost annually. This means that for a single processor license, you might end up paying nearly $10,450 annually in support fees alone. These costs can stack up quickly for medium to large enterprises, making it essential to carefully assess actual usage and needs.
Oracle Cloud Licensing: A Modern Alternative
In recent years, Oracle has heavily invested in cloud infrastructure, offering solutions such as Oracle Cloud Infrastructure (OCI), Autonomous Database, Oracle Fusion Applications, and more. This has introduced a new dimension: Oracle Cloud licensing, which differs significantly from traditional models.
Oracle Cloud licensing operates on a pay-as-you-go or monthly subscription basis, making it more flexible for dynamic workloads. Customers can scale their usage based on actual needs, paying only for the computing power, storage, or services consumed.
Key elements of Oracle Cloud licensing include:
Universal Credits – Prepaid cloud credits usable across Oracle Cloud services. Bring Your Own License (BYOL) – Allows businesses to use existing on-premise licenses for cloud deployments, potentially reducing Oracle license cost. *Autonomous Services – Fully managed services like Autonomous Database, which include software, infrastructure, and maintenance in one package.
Oracle BYOL: Save on Licensing in the Cloud
One of the most appealing strategies to manage Oracle license cost is the Bring Your Own License (BYOL) model. This enables businesses to apply their existing Oracle licenses to equivalent cloud services, essentially eliminating the need for duplicate purchases.
Example: If you own an on-premise Oracle Database license with active support, you can use it on Oracle Cloud Infrastructure (OCI) under the same terms. This flexibility significantly reduces total ownership costs and makes cloud migration smoother and more budget-friendly.
Benefits of Oracle Cloud Licensing
Choosing Oracle Cloud licensing over traditional licensing has several advantages:
2. Scalability – Instantly scale up or down without purchasing new hardware. 4. Flexibility – Choose between hourly, monthly, or annual plans. 6. Predictable Pricing – Get clarity with fixed subscriptions or budget caps via Universal Credits. 8. Global Reach – Use Oracle services across multiple regions and data centers. These benefits make cloud licensing especially attractive for businesses undergoing digital transformation or expanding globally.
How to Calculate Oracle License Cost Effectively
Before purchasing, it’s wise to perform a thorough license audit and usage analysis. Here are steps to get started:
2. Identify actual usage – Count processors, users, or cloud consumption. 4. Determine product types – Match your needs with Oracle’s offerings. 6. Check for existing entitlements – Leverage BYOL if applicable. 8. Work with Oracle partners – Certified resellers or consultants can help optimize license choices. Keep in mind that non-compliance with Oracle’s licensing terms can lead to audits and hefty penalties. So, accurate calculations are vital.
Oracle Licensing Pitfalls to Avoid
Oracle’s licensing can be intricate. Some common mistakes include:
Underestimating user count for named user licenses. Over-licensing and paying for unused capacity. Misusing software outside of license terms. Ignoring cloud usage metrics and incurring unexpected charges. To avoid these pitfalls, businesses should regularly review their software usage and consider using Oracle License Management Services (LMS) or third-party tools for compliance tracking.
Final Thoughts
Understanding Oracle license cost and how Oracle Cloud licensing works is not just a matter of compliance—it’s also key to optimizing your IT budget. Oracle provides powerful tools and flexible licensing models, but navigating them requires a strategic approach.
For businesses considering digital transformation or cloud migration, exploring Oracle Cloud with BYOL options can lead to significant savings. Whether you're managing databases, analytics, or enterprise applications, the right license choice today can ensure scalability and cost-efficiency tomorrow.
Always consult with Oracle experts or certified partners to tailor a solution that fits your specific needs and avoids future surprises.
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markrober2 · 5 days ago
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How to Hire the Best Oracle Developers for Enterprise-Grade Solutions in 2025
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Oracle has been a cornerstone for enterprise-level databases and applications for decades, and its relevance continues to grow in 2025. From autonomous databases to advanced AI-powered analytics, Oracle’s ecosystem is evolving faster than ever. Businesses that want to stay ahead need experts who can unlock the full potential of these powerful tools. This makes the decision to Hire Oracle Developers more critical than ever.
But with so many Oracle specialists and consulting firms available, how do you identify the right talent for your enterprise-grade solutions? 
Why Oracle Still Dominates Enterprise Technology in 2025
Despite the rise of open-source databases and alternative platforms, Oracle remains a preferred choice for enterprises because of its unmatched performance, scalability, and security features. With the push towards hybrid and multi-cloud environments, Oracle is now offering solutions that integrate seamlessly with AWS, Azure, and Google Cloud.
Key factors driving Oracle’s dominance include:
Autonomous databases that self-patch and self-tune.
AI-driven analytics for actionable business intelligence.
Enhanced cybersecurity for enterprise-grade applications.
Support for high-volume transactions across industries like finance, retail, and manufacturing.
The catch? These technologies require specialized expertise. That’s why partnering with the right Oracle development company or hiring experienced Oracle developers is essential to fully leverage these advancements.
The Challenges Businesses Face in Hiring Oracle Developers
By 2025, Oracle technology has become more complex. Traditional database management is no longer enough—developers must now have expertise in areas like:
Oracle Fusion Middleware
Oracle E-Business Suite
Oracle Cloud Infrastructure (OCI)
Machine Learning and AI integration within Oracle systems
API management and microservices deployment
The shortage of skilled professionals has also become a pressing issue. Many developers are self-taught or lack experience with enterprise-grade Oracle solutions, which can lead to project delays or subpar implementations. This is where your hiring strategy must stand out.
What to Look for When You Hire Oracle Developers
When recruiting Oracle developers for enterprise solutions, consider the following criteria:
1. Core Technical Expertise
Look for professionals skilled in PL/SQL, Oracle APEX, Oracle RAC (Real Application Clusters), and performance tuning. They should also understand modern cloud environments, as Oracle’s ecosystem is increasingly cloud-first.
2. Experience with Enterprise Projects
Enterprise-grade solutions require a unique approach—developers should have proven experience in implementing high-availability systems, disaster recovery plans, and large-scale migrations.
3. Knowledge of Oracle Cloud and AI
Oracle Cloud Infrastructure is a game-changer in 2025. Developers who can leverage Oracle’s AI-driven tools for predictive analytics, automation, and smart workflows will give your business a competitive edge.
4. Problem-Solving and Analytical Thinking
Oracle projects are rarely one-size-fits-all. The best developers can assess unique challenges and design scalable, secure, and customized solutions.
5. Certifications and Continuous Learning
Certifications like Oracle Certified Professional (OCP) or Oracle Cloud certifications indicate that the developer is updated with the latest tools and technologies.
In-House vs. Outsourcing to an Oracle Development Company
If you’re unsure whether to hire individual developers or partner with an Oracle development company, consider your project size and scope.
In-house developers are great for companies with ongoing Oracle requirements and the need for close collaboration.
Outsourcing to a specialized Oracle development company gives you access to a ready pool of experts who can scale up or down based on your project needs.
Many startups and enterprises prefer the second approach in 2025 because it reduces hiring costs, ensures faster delivery, and brings specialized expertise that might be hard to find locally.
Steps to Hire the Best Oracle Developers in 2025
Here’s a simple framework you can follow:
1. Define Your Project Requirements
Are you migrating to Oracle Cloud? Implementing a custom enterprise resource planning (ERP) solution? Or integrating AI-driven analytics? Clarity on your project goals will help you shortlist the right skill sets.
2. Decide on the Engagement Model
Would you prefer a dedicated developer, a team of experts, or an end-to-end service from an Oracle development company? This choice will depend on your timeline, budget, and complexity.
3. Evaluate Portfolios and Case Studies
Look for developers or companies that have delivered similar projects. Case studies can give you insights into their problem-solving approach and technical capabilities.
4. Assess Technical and Soft Skills
Conduct technical interviews or assessments to test proficiency in Oracle tools. Equally important are communication and collaboration skills, especially for remote or hybrid teams.
5. Start with a Small Pilot Project
Before committing to long-term contracts, consider starting with a smaller task or pilot project. This will allow you to evaluate the developer’s real-world performance.
Trends to Watch While Hiring Oracle Developers
2025 is a pivotal year for enterprise technology, and Oracle developers must be equipped to handle the following trends:
AI and Automation Integration: Oracle’s AI-powered analytics and self-driving databases require developers to have knowledge beyond traditional database management.
Cloud-Native Development: Developers should be comfortable building cloud-native solutions that utilize containerization and microservices.
Security and Compliance: As data regulations tighten globally, expertise in ensuring security and compliance within Oracle environments is non-negotiable.
Cross-Platform Skills: Businesses now demand seamless integration between Oracle and other technologies such as Salesforce, SAP, or custom apps.
By focusing on these trends, you’ll ensure your Oracle projects are future-ready.
Why Partnering with Experts Pays Off
Hiring the right Oracle talent is not just about filling a technical role—it’s about building a foundation for scalable and secure digital transformation. A seasoned Oracle development company brings a wealth of experience, proven frameworks, and dedicated teams that can take your project from planning to execution seamlessly.
Whether you’re a startup founder aiming for rapid growth or a CTO looking to optimize legacy systems, the right Oracle experts will help you:
Streamline workflows.
Enhance system performance.
Unlock actionable insights with AI-driven analytics.
Save time and resources with efficient implementations.
Final Thoughts
Hiring Oracle developers in 2025 is about finding professionals who can bridge the gap between traditional enterprise systems and modern, cloud-powered solutions. The demand for Oracle expertise will only grow as businesses continue to rely on secure, high-performance platforms for mission-critical operations.
If you’re looking to hire Oracle developers or partner with an experienced Oracle development company, start by defining your goals and identifying the specific skills your project needs. The right team will not just meet your expectations—they’ll future-proof your enterprise technology for the years ahead.
Ready to elevate your enterprise with top-tier Oracle talent? HireFullStackDeveloperIndia offers experienced Oracle developers to build secure, scalable, and future-ready solutions. Hire now and stay ahead in 2025!
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intellious · 10 days ago
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Best Software Developer in Faridabad
We are a rapidly growing company that focuses on providing OSS/BSS (Operational Support Systems/Business Support Systems) solutions and building innovative products using open-source software.
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We use the collective experience of our domain experts in the areas of OSS/BSS, CRM, Multi Cloud Infrastructure (AWS, OCI & GCP), AI/ML, and Mobility to build scalable, high-performing, and world-class enterprise solutions that offer cost-effective and flexible options for companies looking to develop new IT solutions.
Our main goal is to provide intelligent solutions that meet our client’s evolving business demands.
We take pride in ensuring transparency by maintaining constant communication between team members and clients. Our focus is to exceed expectations, learn from our experiences, and move forward.
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shettysagar · 12 days ago
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Still in Demand: The Oracle Developer’s Role in Modern IT
Oracle Database and its ecosystem continue to dominate mission-critical applications across enterprises globally. As a result, skilled Oracle developers remain in high demand, playing a crucial role in designing, managing, and optimizing these robust systems. 1. Enterprise-Grade Reliability
Oracle has long been a trusted name in enterprise environments. Its databases power everything from banking systems and telecom infrastructure to healthcare and government operations. The robustness, scalability, and security Oracle offers make it a preferred choice for organizations that can't afford downtime. Naturally, companies seek Oracle developers to manage, maintain, and enhance these systems. 2. Continued Use of PL/SQL
Even with newer technologies, PL/SQL (Oracle's proprietary extension of SQL) remains a core component in many business applications. Oracle developers with strong PL/SQL skills are required to create, optimize, and troubleshoot stored procedures, functions, and packages that are critical to backend operations.
3. Integration with Emerging Tech
Modern Oracle development is not just about databases. With Oracle Cloud Infrastructure (OCI), the demand for developers who can integrate on-premise databases with cloud-native applications is growing. Oracle developers today are expected to be fluent in cloud services, DevOps, APIs, and even machine learning.
4. Career Stability and Lucrative Packages
Due to the complexity and critical nature of Oracle systems, professionals with Oracle expertise often enjoy long-term roles, consistent demand, and competitive salaries. Even entry-level Oracle developers can start their careers with a strong financial footing.
5. Industry-Wide Adoption
From startups to Fortune 500s, Oracle solutions are embedded across various sectors including finance, manufacturing, logistics, retail, and public administration. This broad footprint means Oracle developers have the flexibility to work across industries and geographic locations. Read This : SQL Interview Questions
6. Evolving Tools and Ecosystem
Oracle isn’t stagnant. With new features in Oracle 23c, advancements in autonomous databases, and continuous improvements in Oracle APEX (Application Express), the development ecosystem is always evolving. Developers who stay up to date have the opportunity to grow with the platform and stay future-proof. Don’t just dream it—become a skilled Oracle Developer with expert training from Fusion Software Institute. Start earning ₹4.5 LPA and grow with the best in the industry. Call now to get started: 7498992609 or 9503397273.
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appitsoftware · 20 days ago
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Power Your Business with Oracle AI and Cloud-Driven Intelligence
In today’s digital-first world, the key to staying ahead isn’t just about adopting the latest technology—it’s about choosing solutions that unlock business insight, streamline processes, and empower innovation. Oracle, a recognized global technology leader, is revolutionizing how organizations operate through its cutting-edge Artificial Intelligence (AI) and cloud-driven intelligence platforms.
The Evolution of Oracle: More Than Just a Database
Most business leaders know Oracle for its robust and reliable database solutions. But Oracle has evolved into a trailblazer in cloud computing, advanced analytics, machine learning, and enterprise AI. Today, Oracle Cloud Infrastructure (OCI) is the backbone for thousands of businesses, enabling them to scale quickly, access real-time data, and tap into the transformative power of artificial intelligence.
What Makes Oracle AI Stand Out?
Oracle’s AI suite is purpose-built for business. From predictive analytics and process automation to industry-specific AI applications, Oracle ensures that companies of all sizes can harness the power of next-generation intelligence, regardless of their technical expertise.
Key benefits include:
Pre-built AI models: Oracle offers ready-to-use machine learning models for functions like forecasting, customer insights, fraud detection, and more—eliminating the need for heavy in-house data science resources.
Seamless integration: Easily embed AI into everyday business apps, such as Oracle ERP, HCM, and SCM, to deliver smarter workflows and proactive recommendations.
Adaptive learning: Oracle’s AI continuously improves as it ingests more data, helping businesses respond faster to change and make better decisions.
Cloud-Driven Intelligence: The Heart of Modern Business
The cloud isn’t just a place to store data—it’s now where intelligence happens. Oracle Cloud enables real-time analytics, AI-powered data processing, and secure, scalable infrastructure, allowing businesses to:
Break down data silos: Integrate data from finance, supply chain, customer service, and more—turning scattered information into actionable insight.
Automate and optimize: Use AI to automate routine tasks, detect trends, and optimize everything from inventory to customer experience.
Scale with confidence: Oracle’s cloud is built for global scale, security, and compliance, so you can innovate without limits.
Real-World Impact: From Vision to Value
Businesses in every industry are seeing the difference Oracle AI and cloud intelligence can make:
Retailers are predicting customer preferences and optimizing inventory in real time, reducing waste and increasing sales.
Financial institutions can automatically flag suspicious transactions, strengthen compliance, and streamline account management.
Healthcare providers are harnessing AI for faster diagnostics and improved patient care—all while protecting sensitive data.
Is Your Business Ready for the Future?
If your organization is ready to move beyond manual processes, disconnected systems, and guesswork, Oracle’s AI and cloud portfolio can be the catalyst for change. Whether you want to launch new services faster, understand your customers better, or make smarter decisions, Oracle equips you with the tools you need.
Getting Started with Oracle AI and Cloud
Assess your needs: Identify pain points and high-impact areas where AI or cloud can deliver value.
Pilot solutions: Start small with Oracle’s pre-built AI services or cloud analytics tools, then expand as you see results.
Grow with confidence: Partner with certified Oracle experts or solution providers to ensure smooth integration and adoption.
Conclusion
Oracle AI and cloud-driven intelligence are no longer futuristic ideas—they’re powering real transformation in businesses today. By embracing these technologies, you’re not just keeping up—you’re setting the pace for success in a competitive, connected world.
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guddas-blog · 25 days ago
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Polysilicon Is Powering the Global Energy Transition
Polysilicon (polycrystalline silicon) is a foundational material in the global drive toward cleaner energy and advanced electronics. As the primary raw material for manufacturing solar photovoltaic (PV) cells and semiconductors, polysilicon plays a crucial role in two of the world’s fastest-growing industries—solar energy and electronics.
With nations prioritizing net-zero goals, electrification, and digital innovation, the polysilicon market is experiencing a major growth wave driven by rising demand, technological innovation, and strategic government policies.
Market Overview
The global polysilicon market has been expanding rapidly, driven by surging installations of solar PV systems and growing semiconductor production. The rise of utility-scale solar farms, electric vehicles (EVs), and consumer electronics has further increased the material’s strategic importance.
Asia-Pacific, especially China, dominates the market in both production and consumption. The region accounts for over 75% of the world’s polysilicon capacity, while North America and Europe are investing heavily to reduce supply chain dependence.
Key Market Drivers
Booming demand for solar panels in residential, commercial, and utility sectors
Increased semiconductor usage in IoT, AI, and automotive electronics
Government incentives for renewable energy infrastructure
Technological advancements in monocrystalline silicon for higher solar efficiency
Focus on domestic polysilicon production to reduce import reliance
Applications of Polysilicon
1. Solar Photovoltaics (PV)
Polysilicon is used to produce silicon wafers, the building blocks of most solar panels. High-purity polysilicon enables efficient energy conversion, making it central to solar cell production.
2. Semiconductors
Used in integrated circuits, transistors, and memory devices. Polysilicon provides the silicon substrate for microelectronics in everything from smartphones to supercomputers.
3. Electronics & Display Panels
Thin-film transistors (TFTs) in LCD and OLED displays often use polysilicon for high-resolution displays in phones, TVs, and tablets.
Types of Polysilicon
Metallurgical Grade Polysilicon – Lower purity, mainly used in metallurgy.
Solar Grade Polysilicon – Used for PV applications, with high purity (99.9999%).
Electronic Grade Polysilicon – Ultra-high purity for semiconductor fabs.
Benefits of Polysilicon
High Efficiency – Supports high power output in solar panels.
Abundant and Scalable – Derived from sand (silicon dioxide), widely available.
Durable – Offers long operational life for electronics and solar cells.
Recyclable – Increasing innovations in end-of-life solar panel recycling.
Energy Payback – Modern PV systems recover energy used in production within 1–3 years.
Key Market Players
Major manufacturers are investing in capacity expansion, low-carbon production processes, and vertical integration. Key players include:
Wacker Chemie AG
GCL-Poly Energy Holdings
Daqo New Energy
OCI Company Ltd.
REC Silicon
Tokuyama Corporation
Hemlock Semiconductor Corporation
Xinte Energy
Jiangsu Zhongneng Polysilicon
Mitsubishi Materials Corporation
Trends & Future Outlook
Green polysilicon production using renewable electricity for energy-intensive processes.
Shift toward monocrystalline technology, requiring ultra-high purity material.
Western investments in local supply chains to counter China’s dominance.
Recycling initiatives to recover silicon from end-of-life PV panels.
Integration with perovskite tandem cells for ultra-high-efficiency solar modules.
Conclusion
The Polysilicon Market is a vital enabler of the global shift toward sustainability, digitalization, and electrification. From powering homes with solar energy to enabling AI chips and 5G networks, polysilicon sits at the heart of innovation.
As solar adoption accelerates and semiconductor applications multiply, polysilicon demand is poised for sustained, long-term growth. Investment in cleaner production technologies and diversified supply chains will be key to meeting the world’s energy and tech ambitions.
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hawskstack · 1 month ago
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Understanding the Architecture of Mirantis Secure Registry (MSR)
As containerized applications become the new normal for cloud-native environments, secure and scalable container image storage is more important than ever. Mirantis Secure Registry (MSR) addresses this need by offering an enterprise-grade, private Docker image registry with advanced security, role-based access control, and high availability.
In this blog, we’ll explore the architecture of MSR, how it integrates with your container platforms, and why it’s essential for modern DevOps workflows.
📦 What Is Mirantis Secure Registry?
MSR is a private image registry developed by Mirantis (formerly Docker Enterprise). It allows teams to store, manage, and secure container images, Helm charts, and other OCI artifacts within their own controlled infrastructure.
MSR is a critical part of the Mirantis Kubernetes and Docker Enterprise platform, working closely with:
Mirantis Kubernetes Engine (MKE)
Mirantis Container Runtime (MCR)
Key Components of MSR Architecture
MSR is built with scalability, security, and high availability in mind. Below are the main architectural components that form the backbone of MSR:
1. Image Storage Backend
MSR stores container images in a secure backend such as:
Local disk
NFS-mounted volumes
Cloud object storage (like S3-compatible systems)
Images are stored in a layered, deduplicated format, which reduces disk usage and speeds up transfers.
2. Web Interface and API
MSR includes a rich web UI for browsing, managing, and configuring registries.
A robust RESTful API enables automation, CI/CD integration, and third-party tool access.
3. Authentication & Authorization
Security is central to MSR’s design:
Integrated with MKE’s RBAC and LDAP
Granular control over who can access repositories and perform actions like push/pull/delete
Supports token-based authentication
4. High Availability (HA) Configuration
MSR supports multi-node clusters for redundancy and fault tolerance:
Deployed as a replicated service within MKE
Leverages load balancers to distribute traffic
Synchronized data across nodes for continuous availability
5. Image Scanning and Vulnerability Management
MSR integrates with security scanners (like Docker Content Trust and Notary) to:
Detect vulnerabilities in images
Enforce security policies
Prevent deployment of compromised images
6. Audit Logging and Compliance
MSR provides:
Detailed logs for all actions
Activity tracking for compliance and auditing
Support for integration with enterprise monitoring tools
7. Mirroring & Replication
Supports:
Geo-replication across regions or clouds
Image mirroring from public registries for offline use
Sync policies to keep distributed registries in harmony
🔄 Integration with DevOps Pipelines
MSR fits seamlessly into CI/CD workflows:
Store and version control application images
Enable trusted delivery through image signing and scanning
Automate deployments using pipelines integrated with MSR’s secure API
🔐 Why Choose MSR?
Here are key reasons enterprises adopt MSR: FeatureBenefit🔒 Private & SecureKeeps sensitive images in-house🔄 High AvailabilityNo downtime during upgrades/failures📊 Compliance-ReadyLogs and controls for audits🚀 DevOps IntegrationEasily connects to pipelines⚙️ Enterprise SupportBacked by Mirantis SLAs and support
Final Thoughts
Mirantis Secure Registry (MSR) is more than just a private image repository—it's a secure, scalable, and integrated solution for managing the full lifecycle of container images and artifacts. Whether you're deploying microservices, managing sensitive workloads, or aiming for enterprise-grade governance, MSR provides the foundation you need to operate confidently in the cloud-native world.
For more info, Kindly follow: Hawkstack Technologies
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aiturtlesai · 1 month ago
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Grok 3 Arrives on Oracle Cloud: xAI AI at the Service of Enterprises
  Oracle and xAI integrate Grok 3 on OCI, offering generative models with enterprise governance, scalability, and security. Zero data retention endpoints ensure protection, while partners like Windstream test language and multimodal automation. Performance, cost, and compliance at the center. Key Points: xAI’s Grok3 is now accessible via OCI Generative AI.  OCI infrastructure provides scalability, high performance, and optimized costs.  Zero data retention protects enterprise data.  Telecom provider... read more: https://www.turtlesai.com/en/pages-2923/grok-3-arrives-on-oracle-cloud-xai-ai-at
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astutebusiness · 26 days ago
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Scale Smart: Oracle Data Center Exit to OCI
Move confidently to the cloud with Astute’s Oracle Data Center Exit strategy. Migrate workloads to Oracle Cloud Infrastructure (OCI) for reduced costs, faster growth and full regulatory compliance. Make your data work harder! Contact us to begin your cloud journey today!
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geeconglobal · 2 months ago
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Cloud Computing Services in London: What You Need to Know
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cloud computing services London are more than a trend—they are a necessity. Whether you're a tech startup in East London or a well-established financial firm in the City, cloud solutions can power your operations, improve productivity, and enhance scalability.
If you're considering cloud computing for your business, here's what you need to know about the services available in London, their benefits, and how to choose the right provider.
What Is Cloud Computing?
Cloud computing enables businesses to store, manage, and process data using remote servers hosted on the internet, rather than local servers or personal computers. It includes services such as:
Infrastructure as a Service (IaaS) – virtual servers, storage, and networking.
Platform as a Service (PaaS) – tools for developers to build and manage apps.
Software as a Service (SaaS) – ready-to-use software accessed via the cloud.
Why Cloud Computing Matters for London-Based Businesses
Operating in a global business hub like London means staying competitive and agile. Cloud computing services offer key benefits:
Cost Savings: Pay-as-you-go pricing helps reduce capital expenditure.
Flexibility: Easily scale up or down depending on demand.
Remote Access: Work securely from anywhere—essential for hybrid work models.
Disaster Recovery: Automatic backups and failover capabilities protect your data.
Compliance & Security: UK-based data centres help with GDPR compliance and cybersecurity.
Major Cloud Service Providers in London
1. Amazon Web Services (AWS) London Region
AWS offers a comprehensive range of cloud services with data centres in the UK, supporting everything from small businesses to enterprise-level deployments.
2. Microsoft Azure – UK South & UK West
Azure integrates seamlessly with Microsoft 365 and supports industries such as finance, government, and education with a strong UK infrastructure.
3. Google Cloud Platform (GCP) – London Region
Known for its strengths in data analytics, AI, and machine learning, GCP is ideal for innovative and data-driven companies.
4. IBM Cloud – London Data Centre
Focused on secure and hybrid cloud services, IBM Cloud serves businesses needing advanced computing and industry-specific compliance.
5. Oracle Cloud Infrastructure (OCI) – London
Oracle's cloud services are optimised for businesses using Oracle databases and ERP systems, offering strong performance and reliability.
Local Managed Cloud Service Providers in London
Aside from the global tech giants, several local providers in London offer managed cloud solutions, consulting, and migration services:
Cloudreach – A cloud-native consultancy with experience across AWS, Azure, and GCP.
Claranet – Offers tailored hybrid cloud solutions and managed services.
Rackspace UK – Provides 24/7 multi-cloud support and managed hosting.
How to Choose the Right Cloud Solution
When selecting a cloud provider, consider the following:
Business Requirements: Are you looking for storage, app hosting, or full infrastructure?
Budget: Compare pricing models and scalability options.
Compliance: Make sure the provider is compliant with UK and EU regulations.
Support: Look for strong technical support and customer service.
Performance & Uptime: Ensure the provider offers reliable uptime and fast performance with local data centres.
Future of Cloud Computing in London
With increasing demand for digital transformation, cloud computing Services London continues to grow. From AI-powered services to enhanced cybersecurity features, the future holds even more possibilities for businesses to innovate using the cloud.
Final Thoughts
London is one of the most advanced tech ecosystems in Europe, and cloud computing is a core driver of that innovation. Whether you’re just beginning your cloud journey or seeking to optimise your current setup, there are numerous cloud computing services in London to support your goals. Visit more information for your website
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rythium · 10 days ago
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Understand Oracle License Cost and Oracle Cloud Licensing Before You Buy
Navigating the world of software licensing can be complex, and when it comes to Oracle products, it’s crucial to understand the details before making a purchase. Whether you are a startup, an enterprise, or an individual developer, knowing the Oracle license cost and how Oracle Cloud licensing works can help you plan your budget effectively and avoid unexpected expenses.
What is Oracle Licensing?
Oracle provides a variety of software products, ranging from database management systems and cloud infrastructure to enterprise resource planning (ERP) solutions. Licensing these products means you pay for the legal right to use Oracle’s software under specific terms and conditions. There are two main types of licenses:
Perpetual Licenses – One-time purchase for indefinite usage.
Subscription-Based Licenses – Pay-as-you-go model, common in Oracle Cloud.
These models affect the Oracle license cost, and choosing the right one depends on your organizational needs, user count, and computing resources.
Understanding Oracle License Cost
Oracle license cost varies widely depending on several factors:
Type of product (Database, Middleware, Applications, etc.)
Deployment model (On-premise vs. Cloud)
Number of users or processors
Support and maintenance fees
For on-premise software like Oracle Database Enterprise Edition, costs are typically calculated per processor or per named user. As of 2025, here’s a general pricing estimate:
Oracle Database Enterprise Edition (Perpetual License): Around $47,500 per processor or $950 per named user (minimums apply).
Annual support and updates: Usually 22% of the license cost annually.
This means that for a single processor license, you might end up paying nearly $10,450 annually in support fees alone. These costs can stack up quickly for medium to large enterprises, making it essential to carefully assess actual usage and needs.
Oracle Cloud Licensing: A Modern Alternative
In recent years, Oracle has heavily invested in cloud infrastructure, offering solutions such as Oracle Cloud Infrastructure (OCI), Autonomous Database, Oracle Fusion Applications, and more. This has introduced a new dimension: Oracle Cloud licensing, which differs significantly from traditional models.
Oracle Cloud licensing operates on a pay-as-you-go or monthly subscription basis, making it more flexible for dynamic workloads. Customers can scale their usage based on actual needs, paying only for the computing power, storage, or services consumed.
Key elements of Oracle Cloud licensing include:
Universal Credits – Prepaid cloud credits usable across Oracle Cloud services.
Bring Your Own License (BYOL) – Allows businesses to use existing on-premise licenses for cloud deployments, potentially reducing Oracle license cost.
Autonomous Services – Fully managed services like Autonomous Database, which include software, infrastructure, and maintenance in one package.
Oracle BYOL: Save on Licensing in the Cloud
One of the most appealing strategies to manage Oracle license cost is the Bring Your Own License (BYOL) model. This enables businesses to apply their existing Oracle licenses to equivalent cloud services, essentially eliminating the need for duplicate purchases.
Example: If you own an on-premise Oracle Database license with active support, you can use it on Oracle Cloud Infrastructure (OCI) under the same terms. This flexibility significantly reduces total ownership costs and makes cloud migration smoother and more budget-friendly.
Benefits of Oracle Cloud Licensing
Choosing Oracle Cloud licensing over traditional licensing has several advantages:
Scalability – Instantly scale up or down without purchasing new hardware.
Flexibility – Choose between hourly, monthly, or annual plans.
Predictable Pricing – Get clarity with fixed subscriptions or budget caps via Universal Credits.
Global Reach – Use Oracle services across multiple regions and data centers.
These benefits make cloud licensing especially attractive for businesses undergoing digital transformation or expanding globally.
How to Calculate Oracle License Cost Effectively
Before purchasing, it’s wise to perform a thorough license audit and usage analysis. Here are steps to get started:
Identify actual usage – Count processors, users, or cloud consumption.
Determine product types – Match your needs with Oracle’s offerings.
Check for existing entitlements – Leverage BYOL if applicable.
Work with Oracle partners – Certified resellers or consultants can help optimize license choices.
Keep in mind that non-compliance with Oracle’s licensing terms can lead to audits and hefty penalties. So, accurate calculations are vital.
Oracle Licensing Pitfalls to Avoid
Oracle’s licensing can be intricate. Some common mistakes include:
Underestimating user count for named user licenses.
Over-licensing and paying for unused capacity.
Misusing software outside of license terms.
Ignoring cloud usage metrics and incurring unexpected charges.
To avoid these pitfalls, businesses should regularly review their software usage and consider using Oracle License Management Services (LMS) or third-party tools for compliance tracking.
Final Thoughts
Understanding Oracle license cost and how Oracle Cloud licensing works is not just a matter of compliance—it’s also key to optimizing your IT budget. Oracle provides powerful tools and flexible licensing models, but navigating them requires a strategic approach.
For businesses considering digital transformation or cloud migration, exploring Oracle Cloud with BYOL options can lead to significant savings. Whether you're managing databases, analytics, or enterprise applications, the right license choice today can ensure scalability and cost-efficiency tomorrow.
Always consult with Oracle experts or certified partners to tailor a solution that fits your specific needs and avoids future surprises.
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jcmarchi · 2 months ago
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When (and when not) to build AI products: A guide to maximizing ROI
New Post has been published on https://thedigitalinsider.com/when-and-when-not-to-build-ai-products-a-guide-to-maximizing-roi/
When (and when not) to build AI products: A guide to maximizing ROI
A few weeks ago, I saw a post on Instagram that made me laugh; it was about someone’s grandmother asking if she should invest in AI. That really struck a chord. Right now, AI is everywhere. It’s overhyped, misunderstood, and somehow both intimidating and irresistible. 
I work with executives, product managers, and board members every day who are all asking the same questions: When should we invest in AI? How do we know if it’ll be worth it? And once we do decide to invest, how do we make sure we actually get a return on that investment?
After more than a decade building AI products – from chatbots at Wayfair to playlist personalization at Spotify to Reels recommendations at Instagram, and leading the AI org at SiriusXM – I’ve seen the difference between AI that delivers and AI that drains. 
This article is my attempt to help you avoid the latter, because here’s the thing: AI is powerful, but it’s also expensive. You have to know when it makes sense to build, and how to build smart. 
So, let’s get started.
Define the problem first – AI is not the goal
Let me be blunt: if you can’t clearly articulate the business problem you’re trying to solve, AI is probably not the answer. AI is not a goal. It’s a tool. A very expensive one.
I always come back to something Marty Cagan said about product management: 
“Your job is to define what is valuable, what is viable, and what is feasible.”
That same principle applies to AI investment. You need:
A clear business objective
A way to quantify the value (revenue, cost reduction, efficiency, customer satisfaction, etc.)
A realistic budget based on your unique context
If you’re a nonprofit, you might ask how many people you’re serving and what it costs. If you’re a startup, it’s how many paid users you expect to gain and your acquisition cost. For a teacher, it’s student outcomes per dollar spent. The same logic applies to AI.
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Quantifying the value of AI
Let’s say you do have a clear problem. Great. Now the question becomes: What value will AI actually bring?
Sometimes the ROI is direct and measurable. For example, it could be revenue growth from improved ad targeting or cost savings by identifying high-risk loan applicants more accurately.
Other times, the value is indirect but still impactful, such as:
Customer experience improvements (higher customer satisfaction scores)
Operational efficiency (like automating data entry)
Competitive advantage (being the first to offer a feature)
Employee productivity (autocomplete in Gmail, ChatGPT-generated product briefs)
Here’s how I recommend approaching it:
List out your key metrics
Assign potential impact scores (quantitative or qualitative)
Use forecasting, heuristics, or pre/post analysis to estimate the lift
For example, back when I was working on Reels recommendations, we modeled how a small bump in conversion rate could translate into tens of millions of dollars in additional revenue. It doesn’t need to be perfect – it just needs to be honest.
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govindhtech · 2 months ago
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Ground-Truth Quantum Security on Oracle Cloud Infrastructure
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True Quantum Security on Oracle Cloud
Oracle and seQure, an Entanglement startup and Oracle partner, announced that Ground-Truth, a sophisticated cybersecurity and data observability solution, is now available on Oracle Cloud Infrastructure (OCI). This big expansion for Ground-Truth was formerly on-premises. Public, government, sovereign, and dedicated Oracle distributed cloud regions can now use the service.
Ground-Truth is a zero-trust corporate continuous monitoring tool. The major goal is to automate vulnerability and threat identification. Its ability to reduce event alerts by 90% is a major benefit.
The technology detects undiscovered cyberthreats and anomalies faster, more accurately, and scalable. High-performance computing, AI, machine learning, and quantum-inspired techniques are used.This combo gets real-time threat detection and anomaly identification from Ground-Truth. Oracle claims this practice improves customer results over rule-based approaches by reducing operating costs and false positives. For network and cybersecurity applications, Ground-Truth's AI enables threat identification fidelity with low false positives, says Entanglement chairman and CEO Jason Turner.
OCI users get improved functionality with Ground-Truth. These include automated threat and vulnerability detection in seconds. The platform uses non-rule-based models and AI-powered processes. API-driven integration simplifies SCADA, corporate network, IoT, and other OT security stacks. Ground-Truth adapts to changing settings using unsupervised learning.
The service can also handle 20TB of OCI data everyday at 1000 times faster speeds than conventional systems. Famous for its ultra-low false positive rates of less than 9.9% for corporate networks and 3% for IoT/SCADA/OT systems.
Oracle vice president Rand Waldron discussed the deployment's relevance. He said Ground-Truth on OCI helps seQure expand its powerful threat detection to more authorities and enterprises. Waldron noted that the collaboration helps the clients spot undiscovered cyberthreats and anomalies faster and more accurately. He added that OCI's performance, flexibility, and built-in security benefit customers.
Jason Turner of Entanglement emphasised OCI's infrastructure. He said this solution requires OCI's scalability and high-performance infrastructure. Entanglement offers automated scaling, excellent security, and fixed price using this architecture.
SeQure can meet data residency requirements and provide clients with AI-driven threat detection by joining Oracle's defence ecosystem. This cooperation helps customers maintain operational agility in challenging situations. It also enables enterprises use cloud computing and autonomous AI while meeting performance, security, and legal constraints.
Oracle's partner program helps customers and businesses flourish. The program offers flexibility and choice with training and enablement, go-to-market cooperation, technical accelerators, and success support.
Entanglement describes itself as a next-generation AI and computer startup. Internationally renowned scientists, researchers, mathematicians, and engineers power it. The company achieves results using advanced computing platforms, machine learning, AGI, combinatorial optimisation, and quantum-inspired algorithms. This combination allows them to deliver fast, precise, and scalable high-performance, safe solutions.
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