UCERD Rawalpindi
Supercomputing Center
UCERD Murree
Chief Guest Talk: Importance of AI in Pakistan and Progress of AI Technology Center
(Dr. Qaisar Ahsan DG AI Technology Center)
Github Link for Presentations and Code
1. Introduction to High Performance Computing, and its impact on life.
(Prof. Dr. Tassadaq Hussain Cheema)
• Past, Present and Future of Artificial Intelligence
• Challenges of BigData and AI, and Micro-electronics
• Addressing AI and Big Data Problems through Advanced
Computing Techniques and Methodologies
2. Developing Parallel Software Architecture: Techniques, Tools and Technologies for Parallel Programming
• OpenMP: Multithreading, Tasking and Offloading
• MPI: Point-to-Point and Collectives
• Profiling using Extrae and Paraver
3. HPC Evolution, Drivers & Trends (Mr. Jahanzaib Nasar CTO : Forbmax IT Solutions)
• Intro to Forbmax
• HPC Evolution & Architecture
• AI Boom of Generative/Predictive/ML AI
• Adoption Trends/Statistics, Financials trends, Hardware Trends
• HPC Applications Software, Open Source Software
4. Real Time implementation of AI in BCI applications ( Dr. Imran Khan Niazi Director of Research, Dean of Innovation and Technology, New Zealand College of Chiropractic)
• Introduction to Brain Computer Interface ( an active research field )
• NZCC and Norteklab purpose and vision
• AI for BCI, future vision
5. Supercomuting Architectures and Development Methodologies (Dr. Tassadaq Hussain and Shazam Research Assistant Namal HPC Reserach Facility)
• Different HPC Architectures
• Developing Low Cost Indigenous Cluster
• Configuring Cloud, Containerized and Bare-metal Cluster
6. Big Data Fundamentals with Apache Spark (Mr. Danish: Researchers Pakistan Supercomputing Center and NICAT)
• Hardware and Software Stack for BigData Processing
• Executing Bigdata Analytics on multi cores
Zip File Indcluding: Datasets used in demonstration, Slides of Session Code File as ipynb, A ReadMe file with links to install spark locally as well as link to Google colab file.
7. Future of Artificial Intelligence and the role of Supercomputer’s in Overcoming AI Challenges. Dr. Tassadaq
• Distributed Parallel AI Application on Supercomputing System
(Dr. Qaisar Ahsan DG AI Technology Center)
Github Link for Presentations and Code
1. Introduction to High Performance Computing, and its impact on life.
(Prof. Dr. Tassadaq Hussain Cheema)
• Past, Present and Future of Artificial Intelligence
• Challenges of BigData and AI, and Micro-electronics
• Addressing AI and Big Data Problems through Advanced
Computing Techniques and Methodologies
2. Developing Parallel Software Architecture: Techniques, Tools and Technologies for Parallel Programming
• OpenMP: Multithreading, Tasking and Offloading
• MPI: Point-to-Point and Collectives
• Profiling using Extrae and Paraver
3. HPC Evolution, Drivers & Trends (Mr. Jahanzaib Nasar CTO : Forbmax IT Solutions)
• Intro to Forbmax
• HPC Evolution & Architecture
• AI Boom of Generative/Predictive/ML AI
• Adoption Trends/Statistics, Financials trends, Hardware Trends
• HPC Applications Software, Open Source Software
4. Real Time implementation of AI in BCI applications ( Dr. Imran Khan Niazi Director of Research, Dean of Innovation and Technology, New Zealand College of Chiropractic)
• Introduction to Brain Computer Interface ( an active research field )
• NZCC and Norteklab purpose and vision
• AI for BCI, future vision
5. Supercomuting Architectures and Development Methodologies (Dr. Tassadaq Hussain and Shazam Research Assistant Namal HPC Reserach Facility)
• Different HPC Architectures
• Developing Low Cost Indigenous Cluster
• Configuring Cloud, Containerized and Bare-metal Cluster
6. Big Data Fundamentals with Apache Spark (Mr. Danish: Researchers Pakistan Supercomputing Center and NICAT)
• Hardware and Software Stack for BigData Processing
• Executing Bigdata Analytics on multi cores
Zip File Indcluding: Datasets used in demonstration, Slides of Session Code File as ipynb, A ReadMe file with links to install spark locally as well as link to Google colab file.
7. Future of Artificial Intelligence and the role of Supercomputer’s in Overcoming AI Challenges. Dr. Tassadaq
• Distributed Parallel AI Application on Supercomputing System
1. Title: Supercomputing and Artificial Intelligence at Mirpure University of Science and Technology and DICE Mega Event of Innovation and Entrepreneurship December 2017.
2. Title: Supercomputing System Architecture for High Performance Applications Department of Electrical Engineering, Capital University of Science and Technology Islamabad, on 1st of February 2017.
3. Title: Supercomputing System Architectures and Trends
University of Lahore, Gujrat Campus 2nd International Multidisciplinary conference (IMDC 2016), on 19th of December 2016
4. Title: Low Power Low Cost Supercomputing System
International Conference on Energy for Environmental and Economic Sustainability (ICEEES2016) Lahore (PK) on 22nd of October 2016
5. Title: A Workshop on High Performance Computing
Chenab Group of Colleges Gujrat Pakistan on 12th of August 2016
(Previous Content)
Introduction to Supercomputing Workshop (Slides)
High Performance Computing (HPC) Applications
(Slides)
Details about Supercomputers
(Slides)
Improving and Getting Real Performance from the Supercomputers
Introduction to Artificial Intelligence
Future of Artificial Intelligence
(Slides)
Discussion on AI for Health-care and Embedded Applications
(Slides)
Unmatched: 50 Years of Supercomputing Author(s):David Barkai (Download Link)
Handbook of Research on Methodologies and Applications of Supercomputing (Download Link)
Supercomputing in engineering analysis Adeli, Hojjat (Download Link)
Hands-On Multi-Cloud Kubernetes: Multi-cluster Kubernetes deployment and scaling with FluxCD, Virtual Kubelet (Download Link)
The Kubernetes Operator Framework Book: Overcome complex Kubernetes cluster management challenges with automation toolkits (Download Link)
(Download Link)
Handbook of Research on Methodologies and Applications of Supercomputing (Download Link)
Supercomputing in engineering analysis Adeli, Hojjat (Download Link)
Hands-On Multi-Cloud Kubernetes: Multi-cluster Kubernetes deployment and scaling with FluxCD, Virtual Kubelet (Download Link)
The Kubernetes Operator Framework Book: Overcome complex Kubernetes cluster management challenges with automation toolkits (Download Link)
(Download Link)
This Summer School Covered:
Big Data Analytics and Artificial Intelligence have become essential in today's world, with their computational demands growing exponentially in the last decade. Existing hardware solutions struggle to meet these performance requirements, making Pigh Performance Computing (HPC) the ideal solution. HPC systems provide the power and scalability needed to process vast amounts of data and execute complex AI algorithms. With high-performance architectures, parallel processing capabilities, and advanced interconnects, supercomputers excel at accelerating Big Data Analytics and unlocking the full potential of AI. By embracing Supercomputing parallel programming the researchers can effectively harness the power of Big Data and AI to gain valuable insights, make data-driven decisions, and drive innovation across various domains.
Big Data Analytics and Artificial Intelligence have become essential in today's world, with their computational demands growing exponentially in the last decade. Existing hardware solutions struggle to meet these performance requirements, making Pigh Performance Computing (HPC) the ideal solution. HPC systems provide the power and scalability needed to process vast amounts of data and execute complex AI algorithms. With high-performance architectures, parallel processing capabilities, and advanced interconnects, supercomputers excel at accelerating Big Data Analytics and unlocking the full potential of AI. By embracing Supercomputing parallel programming the researchers can effectively harness the power of Big Data and AI to gain valuable insights, make data-driven decisions, and drive innovation across various domains.
Supercomputing for Artificial Intelligence and BigData Applications
UCERD Gathering Intellectuals Fostering Innovations
Unal Center of Educaiton Research & Development
Unal Center of Educaiton Research & Development
