#Edge AI Computing

[indiaplix]

🤖 Google’s Gemini AI Robotics Goes Offline! Now robots can run tasks without internet using Gemini AI Robotics On-Device. Fast, secure, and perfect for industries! 🔧 #GeminiAI #GoogleAI #Robotics #OfflineAI #ArtificialIntelligence #TechNews #ai #Tech #Robot #Technology #Gemini #Google

[jigarpanchal]

Smart Ecosystems, Smarter Apps: MeshTek’s IoT Innovation Engine

Experience the future of connected infrastructure with MeshTek’s cutting-edge IoT app development solutions. From smart cities to automated industries, our platform turns real-time data into actionable intelligence. Designed to scale, optimized for control, and built for performance—MeshTek ( IOT APP DEVELOPMENT COMPANY )empowers seamless connectivity across environments through robust, user-centric mobile applications.

[bigleapblog]

Your Guide to B.Tech in Computer Science & Engineering Colleges

In today's technology-driven world, pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The demand for skilled professionals in areas like Artificial Intelligence, Machine Learning, Data Science, and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineering (SCOE), a leader in engineering education, provides students with a perfect platform to build a successful career in this evolving field.

Whether you're passionate about coding, software development, or the latest advancements in AI, pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.

Why Choose B.Tech in Computer Science and Engineering?

Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving, logical thinking, and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with practical skills, enabling students to excel in the tech industry.

At SCOE, the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With its AICTE Approved, NAAC Accredited With Grade-"A+" credentials, the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks, focusing on hands-on learning through projects, labs, workshops, and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.

The Role of Computer Science Engineering Colleges in Career Development

The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in shaping students' futures by providing the necessary infrastructure, faculty expertise, and placement opportunities. SCOE, established in 2004, is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record, with companies like Goldman Sachs, Cisco, and Microsoft offering lucrative job opportunities to its graduates.

The computer science engineering courses at SCOE are structured to provide a blend of technical and soft skills. From the basics of computer programming to advanced topics like Artificial Intelligence and Data Science, students at SCOE are trained to be industry-ready. The faculty at SCOE comprises experienced professionals who not only impart theoretical knowledge but also mentor students for real-world challenges.

Highlights of the B.Tech in Computer Science and Engineering Program at SCOE

Comprehensive Curriculum: The B.Tech in Computer Science and Engineering program at SCOE covers all major areas, including programming languages, algorithms, data structures, computer networks, operating systems, AI, and Machine Learning. This ensures that students receive a well-rounded education, preparing them for various roles in the tech industry.

Industry-Relevant Learning: SCOE’s focus is on creating professionals who can immediately contribute to the tech industry. The college regularly collaborates with industry leaders to update its curriculum, ensuring students learn the latest technologies and trends in computer science engineering.

State-of-the-Art Infrastructure: SCOE is equipped with modern laboratories, computer centers, and research facilities, providing students with the tools they need to gain practical experience. The institution’s infrastructure fosters innovation, helping students work on cutting-edge projects and ideas during their B.Tech in Computer Science and Engineering.

Practical Exposure: One of the key benefits of studying at SCOE is the emphasis on practical learning. Students participate in hands-on projects, internships, and industry visits, giving them real-world exposure to how technology is applied in various sectors.

Placement Support: SCOE has a dedicated placement cell that works tirelessly to ensure students secure internships and job offers from top companies. The B.Tech in Computer Science and Engineering program boasts a strong placement record, with top tech companies visiting the campus every year. The highest on-campus placement offer for the academic year 2022-23 was an impressive 22 LPA from Goldman Sachs, reflecting the college’s commitment to student success.

Personal Growth: Beyond academics, SCOE encourages students to participate in extracurricular activities, coding competitions, and tech fests. These activities enhance their learning experience, promote teamwork, and help students build a well-rounded personality that is essential in today’s competitive job market.

What Makes SCOE Stand Out?

With so many computer science engineering colleges to choose from, why should you consider SCOE for your B.Tech in Computer Science and Engineering? Here are a few factors that make SCOE a top choice for students:

Experienced Faculty: SCOE prides itself on having a team of highly qualified and experienced faculty members. The faculty’s approach to teaching is both theoretical and practical, ensuring students are equipped to tackle real-world challenges.

Strong Industry Connections: The college maintains strong relationships with leading tech companies, ensuring that students have access to internship opportunities and campus recruitment drives. This gives SCOE graduates a competitive edge in the job market.

Holistic Development: SCOE believes in the holistic development of students. In addition to academic learning, the college offers opportunities for personal growth through various student clubs, sports activities, and cultural events.

Supportive Learning Environment: SCOE provides a nurturing environment where students can focus on their academic and personal growth. The campus is equipped with modern facilities, including spacious classrooms, labs, a library, and a recreation center.

Career Opportunities After B.Tech in Computer Science and Engineering from SCOE

Graduates with a B.Tech in Computer Science and Engineering from SCOE are well-prepared to take on various roles in the tech industry. Some of the most common career paths for CSE graduates include:

Software Engineer: Developing software applications, web development, and mobile app development are some of the key responsibilities of software engineers. This role requires strong programming skills and a deep understanding of software design.

Data Scientist: With the rise of big data, data scientists are in high demand. CSE graduates with knowledge of data science can work on data analysis, machine learning models, and predictive analytics.

AI Engineer: Artificial Intelligence is revolutionizing various industries, and AI engineers are at the forefront of this change. SCOE’s curriculum includes AI and Machine Learning, preparing students for roles in this cutting-edge field.

System Administrator: Maintaining and managing computer systems and networks is a crucial role in any organization. CSE graduates can work as system administrators, ensuring the smooth functioning of IT infrastructure.

Cybersecurity Specialist: With the growing threat of cyberattacks, cybersecurity specialists are essential in protecting an organization’s digital assets. CSE graduates can pursue careers in cybersecurity, safeguarding sensitive information from hackers.

Conclusion: Why B.Tech in Computer Science and Engineering at SCOE is the Right Choice

Choosing the right college is crucial for a successful career in B.Tech in Computer Science and Engineering. Saraswati College of Engineering (SCOE) stands out as one of the best computer science engineering colleges in Navi Mumbai. With its industry-aligned curriculum, state-of-the-art infrastructure, and excellent placement record, SCOE offers students the perfect environment to build a successful career in computer science.

Whether you're interested in AI, data science, software development, or any other field in computer science, SCOE provides the knowledge, skills, and opportunities you need to succeed. With a strong focus on hands-on learning and personal growth, SCOE ensures that students graduate not only as engineers but as professionals ready to take on the challenges of the tech world.

If you're ready to embark on an exciting journey in the world of technology, consider pursuing your B.Tech in Computer Science and Engineering at SCOE—a college where your future takes shape.

[infomen]

HexaData HD‑H231‑H60 Ver Gen001 – 2U High-Density Dual‑Node Server

The HexaData HD‑H231‑H60 Ver Gen001 is a 2U, dual-node high-density server powered by 2nd Gen Intel Xeon Scalable (“Cascade Lake”) CPUs. Each node supports up to 2 double‑slot NVIDIA/Tesla GPUs, 6‑channel DDR4 with 32 DIMMs, plus Intel Optane DC Persistent Memory. Features include hot‑swap NVMe/SATA/SAS bays, low-profile PCIe Gen3 & OCP mezzanine expansion, Aspeed AST2500 BMC, and dual 2200 W 80 PLUS Platinum redundant PSUs—optimized for HPC, AI, cloud, and edge deployments. Visit for more details: Hexadata  HD-H231-H60 Ver: Gen001 | 2U High Density Server Page

[olivergisttv]

Emerging Tech Trends from Dell Tech World 2025

Dell Technologies World 2025 delivered a wave of announcements and innovations, confirming what many predicted: the future of tech is faster, smarter, and more connected than ever. From AI-enhanced infrastructure to sustainability-focused hardware, the event offered a crystal-clear view of where the tech industry is heading. Let’s break down the biggest trends that emerged. 1. AI-Powered…

[codecrafted]

10 Biggest Data Science Trends to Watch in 2025 Data science is evolving faster than ever! From generative AI and real-time analytics to edge computing and ethical AI, 2025 is set to bring groundbreaking changes. 🌐💡

Whether you're a data enthusiast, professional, or just curious, this list breaks down the biggest trends reshaping how businesses and tech teams work with data. Learn about synthetic data, low-code tools, quantum computing’s potential, and more.

[widedevsolution1]

The AIoT Revolution: How AI and IoT Convergence is Rewriting the Rules of Industry & Life

Imagine a world where factory machines predict their own breakdowns before they happen. Where city streets dynamically adjust traffic flow in real-time, slashing commute times. Where your morning coffee brews automatically as your smartwatch detects you waking. This isn’t science fiction—it’s the explosive reality of Artificial Intelligence of Things (AIoT), the merger of AI algorithms and IoT ecosystems. At widedevsolution.com, we engineer these intelligent futures daily.

Why AIoT Isn’t Just Buzzword Bingo: The Core Convergence

Artificial Intelligence of Things fuses the sensory nervous system of IoT devices (sensors, actuators, smart gadgets) with the cognitive brainpower of machine learning models and deep neural networks. Unlike traditional IoT—which drowns in raw data—AIoT delivers actionable intelligence.

As Sundar Pichai, CEO of Google, asserts:

“We are moving from a mobile-first to an AI-first world. The ability to apply AI and machine learning to massive datasets from connected devices is unlocking unprecedented solutions.”

The AIoT Trinity: Trends Reshaping Reality

1. Predictive Maintenance: The Death of Downtime Gone are days of scheduled check-ups. AI-driven predictive maintenance analyzes sensor data intelligence—vibrations, temperature, sound patterns—to forecast failures weeks in advance.

Real-world impact: Siemens reduced turbine failures by 30% using AI anomaly detection on industrial IoT applications.

Financial upside: McKinsey estimates predictive maintenance cuts costs by 20% and downtime by 50%.

2. Smart Cities: Urban Landscapes with a Brain Smart city solutions leverage edge computing and real-time analytics to optimize resources. Barcelona’s AIoT-powered streetlights cut energy use by 30%. Singapore uses AI traffic prediction to reduce congestion by 15%.

Core Tech Stack:

Distributed sensor networks monitoring air/water quality

Computer vision systems for public safety

AI-powered energy grids balancing supply/demand

3. Hyper-Personalized Experiences: The End of One-Size-Fits-All Personalized user experiences now anticipate needs. Think:

Retail: Nike’s IoT-enabled stores suggest shoes based on past purchases and gait analysis.

Healthcare: Remote patient monitoring with wearable IoT detects arrhythmias before symptoms appear.

Sectoral Shockwaves: Where AIoT is Moving the Needle

🏥 Healthcare: From Treatment to Prevention Healthcare IoT enables continuous monitoring. AI-driven diagnostics analyze data from pacemakers, glucose monitors, and smart inhalers. Results?

45% fewer hospital readmissions (Mayo Clinic study)

Early detection of sepsis 6+ hours faster (Johns Hopkins AIoT model)

🌾 Agriculture: Precision Farming at Scale Precision agriculture uses soil moisture sensors, drone imagery, and ML yield prediction to boost output sustainably.

Case Study: John Deere’s AIoT tractors reduced water usage by 40% while increasing crop yields by 15% via real-time field analytics.

🏭 Manufacturing: The Zero-Waste Factory Manufacturing efficiency soars with AI-powered quality control and autonomous supply chains.

Data Point: Bosch’s AIoT factories achieve 99.9985% quality compliance and 25% faster production cycles through automated defect detection.

Navigating the Minefield: Challenges in Scaling AIoT

Even pioneers face hurdles:ChallengeSolutionData security in IoTEnd-to-end encryption + zero-trust architectureSystem interoperabilityAPI-first integration frameworksAI model driftContinuous MLOps monitoringEnergy constraintsTinyML algorithms for low-power devices

As Microsoft CEO Satya Nadella warns:

“Trust is the currency of the AIoT era. Without robust security and ethical governance, even the most brilliant systems will fail.”

How widedevsolution.com Engineers Tomorrow’s AIoT

At widedevsolution.com, we build scalable IoT systems that turn data deluge into profit. Our recent projects include:

A predictive maintenance platform for wind farms, cutting turbine repair costs by $2M/year.

An AI retail personalization engine boosting client sales conversions by 34%.

Smart city infrastructure reducing municipal energy waste by 28%.

We specialize in overcoming edge computing bottlenecks and designing cyber-physical systems with military-grade data security in IoT.

The Road Ahead: Your AIoT Action Plan

The AIoT market will hit $1.2T by 2030 (Statista). To lead, not follow:

Start small: Pilot sensor-driven process optimization in one workflow.

Prioritize security: Implement hardware-level encryption from day one.

Democratize data: Use low-code AI platforms to empower non-technical teams.

The Final Byte We stand at an inflection point. Artificial Intelligence of Things isn’t merely connecting devices—it’s weaving an intelligent fabric across our physical reality. From farms that whisper their needs to algorithms, to factories that self-heal, to cities that breathe efficiently, AIoT transforms data into wisdom.

The question isn’t if this revolution will impact your organization—it’s when. Companies leveraging AIoT integration today aren’t just future-proofing; they’re rewriting industry rulebooks. At widedevsolution.com, we turn convergence into competitive advantage. The machines are learning. The sensors are watching. The future is responding.

“The greatest achievement of AIoT won’t be smarter gadgets—it’ll be fundamentally reimagining how humanity solves its hardest problems.” — widedevsolution.com AI Lab

[semimediapress]

AMD acquires engineering team from Untether AI to strengthen AI chip capabilities

June 9, 2025 /SemiMedia/ — AMD has acquired the engineering team of Untether AI, a Toronto-based startup known for developing power-efficient AI inference accelerators for edge and data center applications. The deal marks another strategic step by AMD to expand its AI computing capabilities and challenge NVIDIA’s dominance in the field. In a statement, AMD said the newly integrated team will…

[nuadox]

Researchers develop neuromorphic AI chip that operates without cloud connectivity

- By Nuadox Crew -

Researchers at the Technical University of Munich (TUM), led by Prof. Hussam Amrouch, have developed a new neuromorphic AI chip called AI Pro that operates without cloud connectivity.

Inspired by the human brain, the chip performs on-site data processing using hyperdimensional computing, allowing it to recognize patterns with minimal training data—unlike conventional deep learning systems.

The chip offers robust cybersecurity by eliminating internet reliance and is up to ten times more energy efficient than traditional AI processors. It delivers customized, application-specific performance, such as processing vital signs from wearables or navigation data from drones. By handling data locally, it also reduces the carbon footprint associated with cloud computing.

Although AI Pro is smaller and less densely packed than general-purpose chips like those from NVIDIA, its design focuses on specialized, local AI tasks. Early prototypes have been manufactured by Global Foundries, and the research is under review for the ESSERC 2025 conference.

Header image: Prof. Hussam's research group has mounted the new AI chip onto a circuit board. Credit: Andreas Heddergott/TUM.

Read more at TUM

Scientific paper: End-to-end Hyperdimensional Computing with 24.65 µJ per Training Sample in 22 nm Technology. www.ce.cit.tum.de/fileadmin/w0 … h_KI_Chip_ESSERC.pdf

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MeshTek’s Smart IoT Framework: Building the Future of Connected Systems

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[goodoldbandit]

Beyond the Firewall: Edge Security Meets Zero Trust for a Safer Digital Frontier.

Sanjay Kumar Mohindroo Sanjay Kumar Mohindroo. skm.stayingalive.in Explore how Edge Security & Zero Trust Architecture with continuous verification secures distributed data and apps. Join the discussion!
 Quick insights to shift your security approach. Today, data and apps live everywhere. The old wall around the network no longer holds. We must shift to a model that checks every request at…

[neilsblog]

Network Operating Systems Market: Trends, Innovations, and Future Outlook

In today’s digital-first world, where enterprises and service providers rely on highly connected infrastructures, the role of Network Operating Systems (NOS) has become more critical than ever. From managing internal communications to supporting global cloud-based applications, NOS platforms are at the core of networking architecture. As demands grow, NOS solutions must evolve—emphasizing…

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Sovranità Digitale Europea: Tra Dipendenze Cloud e Spinta Startup, la Via è l'Intelligenza Edge Efficiente

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Post-Cloud Careers: Why 'Edge Computing' Specialists Are Earning $250K in 2025

Cloud is Old News. The Edge is the New Frontier. In 2025, the cloud isn’t dead—but it’s no longer the hero of the story. With smart factories, autonomous vehicles, and hyper-personalized AR glasses flooding the market, centralized data centers just can’t keep up. Enter Edge Computing—the decentralized network architecture processing data at the source (your streetlight, toaster, or Tesla). And…

[bitstream24]

The Industrial Internet of Things (IIoT): A Comprehensive Technical Report

Explore a comprehensive technical report on the Industrial Internet of Things (IIoT), covering key technologies, real-world applications across industries, benefits, challenges, and future trends.