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C-DAC Pune
C-DAC Certified HPC
Professional Certification Program
 

C-DAC Certified HPC Professional Certification Program (CCHPCP):

With the increasing demand for skilled professionals in High Performance Computing (HPC) and the current dearth of qualified manpower, HPC Solutions Group, Centre for Development of Advanced Computing (C-DAC), Pune has announced the launch of C-DAC Certified HPC Professional Certification Program (CCHPCP). The primary objective of this program is to offer a standardized scale to map the HPC skillsets of both current and aspiring professionals in this domain, and enable them to pursue careers in HPC. This will also assist the Government, R&D and IT industry to recruit the right candidates from a pool of HPC industry ready and certified professionals.

Exam Information:

Exam Date: 1st September 2012

Registration starts by 25th June 2012

Last date of Registration 25th August 2012

C-DAC Certified HPC Professional Certification Program (CCHPCP) examination will be available online. This online certification exam initially will be conducted every three months and in due course, on-demand 24 hours a day, seven days a week through the existing Advanced Computing Training School (ACTS) Authorised Training Centres (ATC) network located across India acting as prometric centers. Registration can be done at the existing C-DAC ACTS ATC. For detailed list of Centres refer to acts.cdac.in Once the exam fees are paid it will be on non-refundable basis.

CCHPCP online exam will be a closed-book exam where books, course materials and notes will not be allowed. Candidates who take the online exams are subject to C-DAC norms and policies.

To be admitted into an examination center, each candidate must present a valid government issued photo identification with the candidates photograph (e.g., driver’s licence, passport, etc.). Each candidate will be required to sign in at the examination center. A candidate who does not present positive identification or who refuses or is unable to provide a matching signature will not be permitted to write the examination.

Registration / How to Apply

Register Online

Certification Exam Fees:

Rs.12,500/- (Rupees Twelve Thousand Five Hundred only) for Indian citizens.
US $ 500/- (Five Hundred Dollars only) for Foreign nationals.

Arriving at the Prometric Testing center:

  • Reporting at the testing center at least 30 minutes prior to the scheduled appointment is compulsory. Prior to entering the testing room, candidates will be identified and processed for admission by the Test Administrator. The candidate must be prepared to show at least two forms of identification. One must be a government-issued photo identification. Both forms of identification must contain candidates signature.
  • If the candidate reports more than 15 minutes late, the testing center personnel may choose not to seat the candidate, if doing so disrupts the other examinees in the testing room.
  • The candidate is not permitted to bring papers, books, bags, computers, personal organizers, or calculators into the testing room. The testing center personnel will provide you with an erasable noteboard or paper for use while testing. All noteboards and paper will be collected by testing center personnel at the end of the exam.

Questions and Timing:

The examination will comprise of 150 objective multiple-choice type questions with no negative marking for wrong answers. The total exam time will be of 90 minutes (One and half hours). The required percentage for passing would be 70%.

Test Results:

Exam results will available at the testing center upon completion of the test on the same day. Certification from C-DAC shall be provided to the successful candidates.

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Syllabus*:

Syllabus for the C-DAC Certified HPC Professional Certification Program (CCHPCP) is as under:

C, C++, FORTRAN and Computer Fundamentals
C and C++
Preprocessor Directives, Functions, pointers, arrays, structures
Data Structures such as stacks, trees, graphs
Algorithm implementation such as searching, sorting
FORTRAN
FORTRAN77
FORTRAN90
FORTRAN95
High Performance FORTRAN (HPF)
Subroutines, Functions, Modules, Interface
File Handling
Arrays, Pointers, Derived Data Types
Linked Lists Program Units
Debugging
Use of Program Libraries
Uni-Processor Optimization of Serial Codes
Overview of Parallel Computing
Why Parallel Computing?
  What is Parallel Computing?
  Parallel Programming Models
  Parallel Algorithmic Paradigms
  Classification Of Parallel Architectures
  HPC Clusters
  Scalability of parallel programs
  Performance Metrics
  Problems of Parallelism
Issues and Challenges
OS Concepts, Linux and Cluster Building and Administration
OS Concepts
 
OS Structures
Process Management
Memory Management
Distributed Systems
Special Purpose Systems
  Linux Environment
 
Installation of Linux
Directory Structure and Predefined Environment Variables
Essential tools (grep, tar, yum, links, permissions etc.)
Shell Scripting
Linux Partitions
Logical Volume Manager (LVM)
Administration of users and groups
Linux scheduling and services
  Cluster Building and Administration
 
HPC Architecture
HPC Cluster Components (Hardware and Software)
Cluster Management Suite e.g. ROCKS, Oscar, xCat
Workload and Resource Managers
Virtualization
Cluster Monitoring Tools, e.g. Ganglia, Nagios and Cacti
Installing Compilers & License Manager
Storage (RAID, NAS, SAN and NFS)
Parallel File system(GFS, GPFS, Luster)
Back-up Management

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Profiling and Debugging of Codes
  Identify opportunities for parallelism
  Performance Metrics of codes
  Debugging Tools
  Debugging of codes
Message Passing Interface
  Basic MPI
MPI Point - to Point
MPI Collective Communication
    Data Synchronization
    Data Movement
    Collective Computation
Advance MPI
  Derived Data Types
  Derived Types
  Special type Constructors
  Type Matching
  Packing/Unpacking Data
  Groups and Communicators
  Virtual Topologies
  MPI 2 Standard
  Parallel I/O
  Dynamic Process Spawning
  Interprocess Communication
  Case Studies (Algorithms and Parallelization Approaches)
  Jacobian Solver
  Monte Carlo Algorithm
  Matrix - Matrix Multiplication (Cannon’s Algorithm)
  FFT
OpenMP
  Why OpenMP
  OpenMP Programming Model
  OpenMP constructs
  Case-Studies (Algorithms and Parallelization Approaches)
  Matrix -Matrix-multiplication
  Density Matrix Renormalization Group Algorithm
Pthreads
  Pthreads Overview
  What is a thread?
What are Pthreads?
Why Pthreads?
Designing Threaded Programs
Pthreads APIs
Thread Management
Creating and Terminating Threads
Passing Arguments to Threads
Joining and Detaching Threads
Stack Management
Miscellaneous Routines
Mutex Variables and Condition Variables
Case Studies: Producer Consumer Problem

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Parallel Programming with Java
  Core Java
  Java for Parallel Programming
  Communication in Parallel Programming with Java
  PVM in Java
  MPI in Java
  OpenMP in Java
MPI with Perl and Python
GPGPU Technology
  Introduction to GPGPU
  GPU Performance Vs CPU Performance
  GPU Computing Application Domain
  nVIDIA's GPGPU Hardware Model
  GPU Computing with CUDA
  Thread Hierarchy
  Memory Hierarchy
  CUDA constructs
  Case-Studies (Algorithms and Parallelization Approaches)
  Matrix - Multiplication
  Cryptography Algorithms
Parallel Programming on Heterogeneous Platforms with OpenCL
  Introduction to OpenCL
  The OpenCL programming language
  OpenCL Platform and Runtime API
  OpenCL Vs CUDA (Point interchangeable in places)
  Case-Studies *(Algorithms and Parallelization Approaches)

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Grid Computing and FPGA Based H/W Accelerators
Grid Computing
Introduction to Grid Computing
Grid Middleware
Grid Security
Grid Applications
Brief on algorithms and program development for Grids
FPGA Based H/W accelerators
Introduction to FPGAs & Cards
Introduction to VHDL
EDA tools
Programming Style
 
*Syllabus may be revised from time to time.

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What can I do to prepare for the test?

The test measures how much comprehensive knowledge you have acquired over time through on-the-job experience and training. The following books will be an extremely valuable aide in preparing to take, and pass the test.

Recommended books for reference:

Reference Books for C, C++, FORTRAN, OS concepts, PERL, PYTHON, Parallel programming paradigm using MPI, OpenMP, GPU computing:

  • C++: The Complete Reference by Herbert Schildt
  • Distributed Operating Systems: Concepts and Design by P K Sinha
  • Introduction to Parallel Computing by Ananth Grama, George Karypis, Vipin Kumar and Anshul Gupta
  • Introduction to Programming with Fortran: With Coverage of Fortran 90,95, 2003, 2008 and 77 by Ian Chivers and Jane Sleightholme
  • Learning Perl by Randal L. Schwartz, Brian D Foy and Tom Phoenix
  • Operating System Concepts by Abraham Silberschatz, Peter B. Galvin and Greg Gagne
  • Parallel Programming in C with MPI and OpenMP by Quinn, Michael J
  • Parallel Programming in OpenMP by Rohit Chandra, Ramesh Menon, Leo Dagum and David Kohr
  • Programming Massively Parallel Processors: A Hands-on Approach (Applications of GPU Computing Series) by David B. Kirk and Wen-mei W. Hwu
  • Programming in ANSI C by Balaguruswamy
  • Programming Python by Mark Lutz
  • Using MPI and Using MPI-2 (Scientific and Engineering Computation) by William Gropp, Ewing L Lusk, Anthony Skjellum and Rajeev Thakur

Reference books for HPC Cluster building and maintenance
  • Building Clustered Linux Systems by Robert W. Lucke
  • Building Linux Clusters by David HM Spector(O'REILLY)
  • High Performance Linux Clusters with OSCAR, Rocks, OpenMosix, and MPI by Joseph D Sloan
  • How to Build a Beowulf: A Guide to the Implementation and Application of PC Clusters (Scientific and Engineering Computation) by Thomas Sterling (Author), Daniel F. Savarese (Author), Donald J. Becker (Author), John Salmon
  • Linux Clustering: Building and Maintaining Linux Clusters by Charles Bookman

 

Note: These books cover most of the test topics which will help in preparing for CCHPCP Certification exam. The above list is not comprehensive and should not be used as the only study material for this test.

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