KIET Group of Institutions in collaboration with National Instruments (India) has set up KIET-NI LabVIEW Academy (Centre of Excellence) at ECE Department, KIET Group of Institutions, Ghaziabad. This Academy has been conducting the Employability Enhancement Program for Indian engineering graduates to provide cost effective access to world class latest technology through classroom teaching-learning. The KIET-NI LabVIEW Academy is the authorized center in ECE Department to provide the CLAD certification course training and hands-on Hardware modules like MyDAQ, MyRIO, sbRIO, WSN, Bio-Medical Sensors, ELVIS, USRP RIO, etc., using LabVIEW for engineering students, faculty and industrial personnel. The KIET-NI LabVIEW Academy also provides facilities for students to carry out their undergraduate and postgraduate projects.
Center of excellence of Robotics and Mechatronics has also been established by the Electronics and Communication Engineering Department of KIET Group of Institutions. E-Yantra Lab has also been established by the ECE Department which is sponsored by IIT, Bombay. Robotics and Mechatronics Lab are beyond the AKTU syllabus. This lab is very useful for all the other departments of engineering. In this lab we have Fire Bird V, Fire Bird VI, Fire bird XII, and Four Wheel based robots. We also have a humanoid in this lab which is designed by 20 servo motors.
Microwaves and radio-frequency (RF) are at the heart of many electronic applications such as cellular phones, Wi-Fi, RFID, GPS, Radar and satellites etc.. The Lab allows both hardware implementations and theoretical studies in electromagnetic theory, antennas and RF, microwave and millimeter-wave circuits and systems for various government, industry and defense related applications, e.g. wireless communications, biomedical and healthcare applications, and satellite and space thrusts. The laboratories have the EM simulation tool HFSS for RF circuit and antenna design and the E44 Miller Machine for PCB Fabrication.
To keep the pace with the new advancement and technologies, Center of Excellence in "Space Technologies" is providing a platform to the researcher faculties and curative students, who want to nurture themselves in this newly emerging field of space technology. This Center of Excellence is hosted by the Department of Electronics and Communication Engineering under KIET Group of Institutions, Ghaziabad. This establishment is supporting the vision and mission of the Institution to imparting the knowledge to the desired one.
In the recent advancement of technological era of spacescience is playing a dominant role on each and every person direct or indirect way. Cellular communication, farming, geographic area mapping, remote sensing and many more other areas are available that are affected by new advancement of space technologies.
KIET MBS Research Centre was established in the month of January 2021 with the Vision to develop a Research and Development platform in the institute to meet the needs of one of the biggest industries in the world that is Health Industry. To become the only institute having maximum no. of commercialized products. The Mission of the Centre is to establish a high level R&D in the Institute and to provide the emerging technology to the students, faculty and staff. Taking the concept of Make in India further, the mission of the Centre is to develop indigenous Bio-Medical Instrument.
Ongoing Project in KIET MBS Bio-Medical Instrumentation Research
Product Developed by KIET MBS
It is a matter of immense pleasure to share this information with you that the team of KIET MBS has come up with their first industry ready product *Oxyana* to get installed in plant established at Loni Ghaziabad. Our product Oxyana is an Oxygen analyzer device with multiple controlling features. This device is novel as it is the only existing device which shows different parameters of the flowing oxygen. It shows 4 parameters of the flowing oxygen which includes its concentration, flow, humidity and temperature also the on board microcontrollers in the device help in controlling the valves to maintain the flow and concentration level. It took us 6 months to complete this project but with the dedicated team efforts we have managed to complete our first consultancy project on time and also received the order for developing 19 units from MBS India Pvt.Ltd. The members of a giant company General Electric(GE) have visited the plant and taken the close review of our product, they were pleased and gave us the assurance of collaboration with KIET MBS research Centre in the near future.
The Department of Electronics & Communication Engineering of KIET group of Institutions has signed MoU with Mitsubishi Electric, India and inaugurated Centre of Excellence on Power Semiconductor Devices on 22-02-2024 under CSR initiative. The objective of this COE is to offer specialized training programs, workshops, and seminars on power semiconductor devices for our students and faculty members and to foster a culture of innovation and entrepreneurship in the field of power electronics.
About Centre
"Centre of Excellence for Power Engineering Technologies and Clean Energy Integration" is one of the centre of KIET Group of Institutions Ghaziabad established by Department of Electrical and Electronics Engineering in March 2019. It is one of centres in Dr. A.P.J. Abdul Kalam Technical University (AKTU)Lucknow, working in power engineering applications included clean and renewable energy system technologies. The intention is to create a platform with multi-disciplinary environment in area of power engineering and renewable energy technologies for experts, researcher, academicians, students and industry.
To accommodate this objective, the centre will provide an infrastructural facilities and environment to conduct experiments to understands knowhow, constraints and requirements of power engineering applications including clean/ renewable energy system technologies. The purpose is to produce collaborative research outcomes/solutions with social impacts in association with academic institutions and industries globally. The platform also provides a channel of communication to exchange the experiences and ideas at global level through technical programme such as training, workshops, seminars, conferences, expert talks, schools, internships and FDPs. The centre is placed in Room No. A-016, A-Block, KIET Group of Institutions, Delhi-NCR, Ghaziabad, Uttar Pradesh, India.
Objectives
Laboratories
Infrastructural Facilities
Associated Knowledge Partner
Imperial Society of Innovative Engineers (ISIE), Noida
An ISO 9001:2008 & Associate Member of FMSCI and SFI; National Youth Award Winner by Ministry of Youth Affairs; Recommended by Ministry of New and Renewable Energy, Govt of India.
Funded/Sponsored Projects
Ongoing
Completed
Research Projects
S. No. | Title of the Research Project | Peoples Working | Start Year | Status |
1. | AI based Load and Renewable Energy Forecasting | Dr. Brijesh Singh and Mr. Akash Tripathi | May 2020 | Ongoing |
2. | Hybrid Energy Transportation Systems including Demand Side Response and Management | Dr. Brijesh Singh and Prof. Swati Singhal | February 2020 | Ongoing |
3. | ANN based speed estimation in induction motor drives | Dr. Brijesh Singh, Mr. Arpit Bhusan Sharma, and Mr. Sandeep Kumar Tiwari | February 2020 | Completed in year 2020 |
4. | Battery SOC Monitoring and Control Systems in Micro-Grids | Dr. Brijesh Singh and Mr. Shashwat Dwivedi | November 2019 | Ongoing |
5. | Solar Photo Voltaic Panel Cooling Systems | Dr. Brijesh Singh, Mr. Rohan Singh, Mr. Shubham Kumar Patel, Mr. Nitiesh Singh, and Mr. Rituraj Singh | September 2019 | Ongoing |
6. | Optimal Renewable Energy Utilization in Power Systems | Dr. Brijesh Singh and Mr. Deepak Yadav | May 2019 | Ongoing |
7. | Minimization of Power Variation in Wind Energy Conversion System using Fuzzy Logic Control | Dr. Brijesh Singh, Mr. Arpit Bhusan Sharma, and Mr. Sandeep Kumar Tiwari | April 2019 | Completed in year 2020 |
8. | Optimal Utilization of Green Energy Corridors | Dr. Brijesh Singh and Dr.Nitai Pal | March 2019 | Ongoing |
9. | Optimal utilization of mid-day over generated power and solution of increased voltage in solar PV integrated network | Dr. Brijesh Singh and Mr. Deepak Yadav | March 2019 | Ongoing |
Proposed
Technical Committee
Activity Reports
Joint Activity Report (CEPET&CEI and KIET IEEE Student Branch) 2019 Click here
Joint Activity Report CEPET&CEI and IEEE SB-Jan-June 2020 Vol.1 Click here
Contact for Collaboration and Association
Dr. Brijesh Singh
Associate Professor (Research) and Convener
KIET Centre of Excellence Power Engineering Technology and Clean Energy Integration (CEPET&CEI)
Department of Electrical & Electronics Engineering
KIET Group of Institutions, Delhi-NCR, Ghaziabad, Meerut Road (NH-58), Ghaziabad, Uttar Pradesh-201206, INDIA
Contact No: +91 8377825935, +91 9450838018
E-Mail: brijesh.singh@kiet.edu, singhb1981@gmail.com
LinkedIn: www.linkedin.com/in/singhb1981
In order to meet the exacting demands of the oil and gas, mining, manufacturing and downstream processing industries, modern plants are equipped with systems and devices which are needed to measure and regulate variables such as temperature, pressure, flow, humidity, liquid level, velocity and density. Industrial Automation provides the technology to control and monitor a process plant using such concepts as feedback, cascade, feedforward and advanced process control.
Students in the Centre of Excellence in Process Control and Industrial Automation are exposed to the practical, up-to-the-minute knowledge and skills demanded by leading industries worldwide. Here they study subjects which include: process control, instrumentation, control valves, process plant layout and piping design, tuning of process loops, SCADA, PLCs, advanced process control (APC), boiler control, hazardous areas, safety instrumentation (IEC 61511 and IEC 61508), industrial data communications, networking, device Net and Fieldbus, industrial wireless, shielding/EMC/EMI, and noise reduction.
The DGX A100 is built on the NVIDIA A100 Tensor Core GPU architecture, which features third-generation Tensor Cores for AI acceleration, enabling unprecedented performance and versatility. It also incorporates NVIDIA NVLink™ and NVIDIA NVSwitch™ technologies, allowing for high-speed GPU-to-GPU communication and scalability for large-scale AI workloads. The DGX A100 delivers exceptional performance for AI workloads, with up to 5 petaFLOPS of AI performance in a single system.
The DGX A100 comes with a comprehensive software stack optimized for AI and data science workloads, including NVIDIA CUDA-X AI libraries, NVIDIA TensorRT™ for inference optimization, and NVIDIA Triton™ for deploying AI models in production environments. It also includes NVIDIA Deep Learning SDK, NVIDIA RAPIDS™ for accelerated data analytics, and support for popular deep learning frameworks such as TensorFlow, PyTorch, and MXNet.
It offers integrated monitoring and management capabilities, allowing administrators to monitor system health, performance, and resource utilization in real-time.The DGX A100 is well-suited for a wide range of AI applications, including deep learning training for image and speech recognition, natural language processing, recommendation systems, and autonomous vehicles. It is also used for data analytics, scientific computing, and other high-performance computing (HPC) workloads requiring massive parallel processing capabilities. The NVIDIA DGX A100 has 8x NVIDIA A100 Tensor Core GPUs, 40 GB HBM2 per GPU memory, Dual AMD EPYC CPUs, Up to 128 CPU cores, Up to 2 TB DDR4 memory, Up to 30 TB SSD, Dual 200GbE, HDR InfiniBand, and form factor: Rack-mount server.
Cyber Peace Centre (Centre of Excellence) was established in February 2022. The center has collaborations/ MOU with the following organizations:
The Cyber Peace Centre(CPC) has attracted many talented students to pursue their interest in exploring the domain of cyber security. CPC is inviting resource persons from outside for knowledge sharing and student guidance. The CPC has also support of the CISCO Academy to offer a wide range of Cyber Security related courses in self-paced learning mode and also CISCO internship programs are available. A media coverage of Cyber Peace Centre of KIET was recently broadcasted on Sahara News by one of the leading journalist Ms. Mitali Chandola on 9 July,2022.
The skill development is foundation of nation building and KIET Group of Institutions is committed for this from last two decades. To fulfill its commitment KIET Group of Institutions have taken up many steps for skill development of youth. The recent skill development initiative is the joint venture of KIET GROUP OF INSTITUTIONS and BIESSE MANUFACTURING COMPANY PVT. LTD. in the form of “Centre of Advanced Woodworking (CAW)”. The prime objective of the CAW is to impart the training to young professionals and to develop new entrepreneur in the highly disorganized woodworking industry with a concept of smart factory. To achieve the objective of CAW, Centre is having highly automated woodworking machinery and software to mitigate the requirement of industry in terms of technology and trained manpower.
BIESSE INDIA
BIESSE Group is an ITALY based MNC specializing in the wood working segment since 1968 and involved in designing, Manufacturing, and marketing of a comprehensive range of technology and solutions for joiners and large furniture window doors and wood building components manufacturers. In recent years BIESSE has also been active in the plastic processing machinery sector, developing ad-hoc solution for the growing market. BIESSE India having its tech centre at Nelamangala Bengaluru is a sprawling space of 1000 square metres where all the modern amenities to accommodate the wide range of machinery are in place. From Edge Banding to CNC Nesting, as many as fifteen technologies are in display with each variant offering an innovative yet unique solution in the field of wood, glass, and advanced material processing. Our dedicated training facility at the tech centre helps in educating customers regarding all the latest developments & trends.
Centre of excellence for computer aided manufacturing has a vertical machining center (JYOTI MAKE PX-40 MODEL) and a CNC Lathe (JYOTI MAKE DX-135 MODEL). Students are given hands on training on these machines. Various certificate training programmes are run round the year in which students get to learn about machine settings, setting up work-pieces, CNC programming, setting work offset, automatic tool changers (ATCs), Siemens and Fanuc controller setup etc. Such type of short term courses provides students an opportunity to learn the latest technology used in the area of Computer Aided Manufacturing.
The Department of Civil Engineering has established its centre of excellence namely Structural Analysis and Design. The Centre provides training on design and detailing of precast / cast-in-situ steel and RCC structures including design of industrial buildings, pre-engineered buildings, and elevated large span connecting bridges, road under-passes, elevated / underground storage tanks, storage structures and hoppers. Further, the Centre also extends it services for training and skill development of students and faculty members for designing many RCC structures including high-rise buildings, silos, machine foundations, etc. Furthermore, the centre provides exposure towards strength assessments of old structures and retrofitting, feasibility reports, tender specifications & drawings, approval of fabrication drawings and designer’s supervision on site.
The iOS learning centre has been established under an MOU with Apple iOS University Programme in Jan 2015. It is equipped with 24 Mac machines, 2 iPads, (1) Laptop MAC book and LCD Projector.
The main objective of the centre is to make our students industry ready for the MAC Platform and for iOS development.
A value added offering, KSM has a dedicated Finance and Tally Lab for honing the financial acumen of students. Apart from providing training on ERP softwares like Tally and MARG ERP, this lab also provide a chance for simulative environment for stock market trading. The lab has a capacity of 30 students and has all the teaching aids.
The PARAM SHAVAK SUPER COMPUTING FACILITY For AI AND ML Centre of Excellence consist of dedicated and hardworking students along with highly skilled faculties of the department. It aims to provide practical knowledge and familiarity with how the industry is adopting and utilizing AI and ML. The students are provided dedicated cabins which with all the necessary equipment including systems installed with the latest version of Linux.
For high-performance computation, they have been provided Param Shavak desktop supercomputer by CDAC. The Param Shavak has dual intel Xenon Gold 6132, 14 cores server-grade processors with each core having a minimum 2.6GHz clock speed, 96GB (expandable) DDR4 2666MHz RAM in a balanced configuration, two 1GbE networks ports, 2x16 PCI-E Gen3 slots for GPU/Co-processors with NVIDIA P5000 GPUs. For deployment of their projects, students are provided NVIDIA Jetson devices. They have also been provided with access to the latest contents published by top publishers, including O’Reilly and Wiley.
The DGX A100 is built on the NVIDIA A100 Tensor Core GPU architecture, which features third-generation Tensor Cores for AI acceleration, enabling unprecedented performance and versatility. It also incorporates NVIDIA NVLink™ and NVIDIA NVSwitch™ technologies, allowing for high-speed GPU-to-GPU communication and scalability for large-scale AI workloads. The DGX A100 delivers exceptional performance for AI workloads, with up to 5 petaFLOPS of AI performance in a single system. The DGX A100 comes with a comprehensive software stack optimized for AI and data science workloads, including NVIDIA CUDA-X AI libraries, NVIDIA TensorRT™ for inference optimization, and NVIDIA Triton™ for deploying AI models in production environments. It also includes NVIDIA Deep Learning SDK, NVIDIA RAPIDS™ for accelerated data analytics, and support for popular deep learning frameworks such as TensorFlow, PyTorch, and MXNet.
It offers integrated monitoring and management capabilities, allowing administrators to monitor system health, performance, and resource utilization in real-time.The DGX A100 is well-suited for a wide range of AI applications, including deep learning training for image and speech recognition, natural language processing, recommendation systems, and autonomous vehicles. It is also used for data analytics, scientific computing, and other high-performance computing (HPC) workloads requiring massive parallel processing capabilities. The NVIDIA DGX A100 has 8x NVIDIA A100 Tensor Core GPUs, 40 GB HBM2 per GPU memory, Dual AMD EPYC CPUs, Up to 128 CPU cores, Up to 2 TB DDR4 memory, Up to 30 TB SSD, Dual 200GbE, HDR InfiniBand, and form factor: Rack-mount server.
VISSION
To achieve excellence in research and development of Electric Vehicles by providing more Reliable, Cost Effective, and Indigenous solutions.
MISSION
OUTCOMES
Students can
Infrastructural Facilities
S. No | Heading | Item | Rating/Specification |
---|---|---|---|
1 | Assigned Room | F-113 | Ground Floor |
2 | Area | 9.80m x 7.20m | 70.56meters2 |
3(a) | Facilities (Hardware) | Three Phase Squirrel Cage Induction Motor | 5 HP |
Three Phase Squirrel Cage Induction Motor | 7.5 HP | ||
Single phase Squirrel Cage Induction Motor | 1 HP | ||
Separately Excited DC Motor | 2 kW | ||
BLDC Testing/Training Kit (with accessories) | 1 HP | ||
Single phase Alternator | 5 HP | ||
Four-Wheeler (for retrofitting) | Alto make | ||
Two-Wheeler (for retrofitting) | Eterno 150 CC | ||
Variable Frequency Drive | Delta make, 7.5 HP | ||
Variable Frequency Drive | Delta make, 5 HP | ||
Voltage sensor | 6 no. (800 volt) | ||
Current Sensor | 6 no. (25 ampere) | ||
dSPACE 1104 with pc | 1 no. | ||
Voltage Source Converter | Semikron make, 4kW | ||
Desktop, i7, windows 10 (with accessories) | 5 no. | ||
Three phase autotransformer | 10kVA, 1 no. | ||
Lead acid Battery | 4 no., 12V, 100Ah | ||
Battery Charger | 1 no., 48 volt | ||
DSO | 1 no., 2 channel, 100 MHz | ||
DC Power Supply | 0-15V (3A), 0-30V (3A), 1 no. | ||
Multimeter | Fluke make, 2 no. | ||
LCD Projector | 1 no. | ||
Table | Faculty table 3 Workbench table- 3 | ||
Chairs | 10 | ||
3(b) | Facilities (Software) | MATLAB 2021 | 1 user |
Office 365 | 1 user |
PROJECTS
RESEARCH GROUP
Activities
KNOWLEDGE PARTNERS
CONTACT DETAILS
Dr. Ramesh Singh
Associate Professor (Research)
In-charge cum Coordinator CoE e-Mobility
KIET Group of Institutions Delhi NCR Ghaziabad, UP, India
Senior Member IEEE USA
Ambassador IEEE Smart Cities USA
B.Tech (EE, NIT Hamirpur), M.Tech (PS, NIT Jamshedpur), Ph.D. (EE, DTU Delhi)
Senior Member PES, PELS & IES IEEE USA
Senior Member Young Professionals IEEE
Mob.: +91-9716000576; +91-9415447700
ramesh.singh@kiet.edu , singhramesh2@ieee.org
https://linkedin.com/in/dr-ramesh-singh-b376674
B. Pharma COE Roadmap Information | ||||||||||||||||
S.NO | Department Name |
COE Name | COE Coordinator Name |
COE Coordinator |
COE Coordinator Mobile |
Certificate/Course Name | No of Students to be Complete Certificates | Number of Projects | No of Students involved in projects | No of Reseach Papers to be Published | No of Proposals For Grant | No of Product Development | No of Patent Publication | Nmae of Working Days | Working hours | Remarks |
1 | KSOP | CIF Lab | Dr. Parul Grover | parul.grover@kiet.edu | 9466157400 | Hands on training on Sophisticated Analytical Instruments | 35 | 9 | 9 | 10 | 1 | NIL | 2 | MONDAY to FRIDAY | 9.00 AM to 5.00 PM | 50% of the projects planned to be converted in papers and patents |
Advanced Pharmacology Lab | Dr. Vinay Kumar | vinay.kumar@kiet.edu | 9711060878 | Dabur Training | 15 | 15 | 15 | NIL | MONDAY to FRIDAY | 9.00 AM to 5.00 PM | ||||||
Progress Report Update on April, 2023 | ||||||||||||||||
S.NO | Department Name |
COE Name | Certificate/Course Name | No of Students to be Complete Certificates | Number of Projects | No of Students involved in projects | No of Reseach Papers to be Published | No of Proposals For Grant | No of Product Development | No of Patent Publication | Name of Working Days | Working hours | Remarks | |||
1 | KSOP | CIF Lab | Hands on training on Sophisticated Analytical Instruments | 35 | 9 | 9 | 14 (Published) | 1 | NIL | NIL | MONDAY to FRIDAY | 9.00 AM to 5.00 PM | 20 Papers and 2 patents published till date. | |||
Advanced Pharmacology Lab | Dabur Training | 15 | 15 | 15 | 6 (Published) | - | NIL | 2 | MONDAY to FRIDAY | 9.00 AM to 5.00 PM | ||||||
Progress Report Update on August, 2023 | ||||||||||||||||
S.NO | Department Name |
COE Name | Certificate/Course Name | No of Students to be Complete Certificates | Number of Projects | No of Students involved in projects | No of Reseach Papers to be Published | No of Proposals For Grant | No of Product Development | No of Patent Publication | Name of Working Days | Working hours | Remarks | |||
1 | KSOP | CIF Lab | Hands on training on Sophisticated Analytical Instruments | |||||||||||||
Advanced Pharmacology Lab | Hands on Training on NIBP apparatus for ECG recording | 15 | 4 | 4 | Research work is under process | NIL | NIL | Monday to Friday | 9.00 AM to 5.00 PM | Planning to publish 04 research papers | ||||||
Progress Report Update on December, 2023 | ||||||||||||||||
S.NO | Department Name |
COE Name | Certificate/Course Name | No of Students to be Complete Certificates | Number of Projects | No of Students involved in projects | No of Reseach Papers to be Published | No of Proposals For Grant | No of Product Development | No of Patent Publication | Nmae of Working Days | Working hours | Remarks | |||
1 | KSOP | CIF Lab | Hands on training on Sophisticated Analytical Instruments | |||||||||||||
Advanced Pharmacology Lab | Dabur Training |
FT-IR
Fourier Transform Infrared Spectroscopy (FTIR) identifies chemical bonds in a molecule by producing an infrared absorption spectrum. The spectra produce a profile of the sample, a distinctive molecular fingerprint that can be used to screen and scan samples for many different components.
Gas Chromatography
Gas chromatography is usually used to separate and measure organic molecules and gases. For the technique to function, the components being analyzed must be volatile and be thermally stable,
High Performance Liquid Chromatography (HPLC)
The purpose high performance liquid chromatography (HPLC) analysis of any drugs is to confirm the identity of a drug and provide quantitative results
Tissue Culture Station
Tissue culture is a technique of growing new plants tissue by transferring them into an artificial environment in which they can continue and function.
Karl Fischer apparatus
Karl Fischer titration used to measure the water content in a substance.
Autoanalyzer
An automated analyser is a medical laboratory instrument designed to measure various substances and other characteristics in a number of biological samples quickly, with minimal human assistance. These measured properties of blood and other fluids may be useful in the diagnosis of disease.
KIET Group of Institutions proudly introduces its own supercomputing facility powered by PARAM Shavak from C-DAC, Pune. The PARAM Shavak supercomputer is poised to revolutionize artificial intelligence, machine learning, and deep learning research and development within KIET. The supercomputer supports GPU-accelerated software development and provides comprehensive application support, guided by experts to maximize platform utilization.
Feel free to contact us for further information to access and utilize the supercomputer facility. The access request can be found here.
The NVIDIA DGX A100 is a groundbreaking system designed to revolutionize AI and high-performance computing (HPC). Launched in 2020, it is equipped with up to 8 NVIDIA A100 Tensor Core GPUs, each capable of delivering up to 312 TFLOPS of deep learning performance. The A100 GPU, based on NVIDIA's Ampere architecture, enhances both performance and efficiency for AI and HPC workloads. A key feature of the DGX A100 is its Multi-Instance GPU (MIG) technology, which allows each A100 GPU to be partitioned into as many as seven instances, enabling efficient resource sharing among multiple users and workloads. This flexibility ensures optimal utilization for both large-scale AI models and smaller parallel tasks.
The DGX A100 includes high-speed interconnects with NVIDIA NVLink, ensuring seamless data transfer and synchronization across all GPUs. Additionally, NVIDIA NVSwitch technology allows all GPUs to communicate at full bandwidth, eliminating bottlenecks in multi-GPU configurations. The system boasts 320 GB of HBM2e GPU memory and 15 TB of NVMe SSD storage, providing massive capacity and speed for data-intensive applications. Complementing its hardware, NVIDIA offers a comprehensive software stack with optimized libraries, pre-trained models, and development tools, simplifying the deployment and management of AI workflows. Compatibility with leading AI frameworks like TensorFlow, PyTorch, and MXNet ensures seamless integration into existing workflows.