Software Performance Engineering and Multicore Programming
What you'll learn
- Define Software Performance Engineering
- Learn Multicore Computing & Multicore Programming
- Understand Parallelization and Cache Complexity
- Take a deep-dive into Memory Hierarchy Optimization
- Understand Virtual Machines and how they work
- Learn Hypervisor Architecture
- Define Montgomery's Trick and its application
- Enthusiasm and determination to make your mark on the world!
A warm welcome to the Software Performance Engineering and Multicore Programming course by Uplatz.
Software Performance Engineering (SPE) is a systematic method for constructing software systems to meet performance objectives. It is a systematic, quantitative approach to the cost-effective development of software systems to meet performance requirements. SPE is a software-oriented approach that focuses on architecture, design, and implementation choices. SPE gives you the information you need to build software that meets performance requirements on time and within budget.
SPE uses quantitative analysis techniques to predict and evaluate performance implications of design and implementation decisions. The process begins early in the software lifecycle and uses quantitative methods to identify satisfactory combinations of requirements and designs, and to eliminate those that are likely to have unacceptable performance, before developers begin implementation. SPE continues through the detailed design, coding, and testing stages to predict and manage the performance of the evolving software, and to monitor and report actual performance against specifications and predictions. SPE methods cover performance data collection, quantitative analysis techniques, prediction strategies, management of uncertainties, data presentation and tracking, model verification and validation, critical success factors, and performance design principles.
SPE provides an engineering approach to performance, eliminating the issues of performance-driven development and fix-it-later. SPE uses model predictions to evaluate trade-offs in software functions versus hardware costs. The models assist developers in controlling resource requirements by selecting architecture and design alternatives with acceptable performance characteristics. They aid in tracking performance throughout the development process and prevent problems from surfacing late in the life cycle (typically during performance and stress testing).
Multicore Programming refers to the approach of creating concurrent systems for deployment on multicore processor and multiprocessor systems. A multicore processor system is a single processor with multiple execution cores in one chip. By contrast, a multiprocessor system has multiple processors on the motherboard or chip. Multicore programming focuses on the following key elements:
Software Performance Engineering and Multicore Programming - Course Curriculum
Software Performance Engineering
Introduction to Multicore Programming
Multithreaded parallelism and Performance Measures
Analysis of Multithreaded Algorithms
Issues in Parallelization
Synchronizing without locks and concurrent data structures
Space Vs Time Cache Vs Memory
Experience in coding high performance numeric libraries
FFT Based Polynomial Arithmetic on Multicore
Parallel Programming for Many high-performance Architectures
Memory Hierarchy Optimization-I
Memory Hierarchy Optimization-II
Writing Correct Programs
Dynamic Scheduling Sorting
Who this course is for:
- System Performance Engineers
- Software Engineers
- Newbies & Beginners in the field of Performance Engineering
- Anyone aspiring for a career in Software and Performance Engineering
- System Engineers & Analysts
- System Administrators
- Cloud Architects & Engineers
- Senior Software Performance Analysis Engineers
- Performance Engineers
- Software Testers
- Embedded Engineers
- Safety Performance Engineers
- Quality Assurance Leads
- Operational Performance Engineers
- Electronics & Communication Engineers
- Software Developers & Programmers
Uplatz is UK-based leading IT Training provider serving students across the globe. Our uniqueness comes from the fact that we provide online training courses at a fraction of the average cost of these courses in the market.
Over a short span of 3 years, Uplatz has grown massively to become a truly global IT training provider with a wide range of career-oriented courses on cutting-edge technologies and software programming.
Founded in March 2017, Uplatz has seen phenomenal rise in the training industry starting with an online course on SAP FICO and now providing training on 5000+ courses across 103 countries having served 300,000 students in a period of just 3 years.
Uplatz's training courses are highly structured, subject-focused, and job-oriented with strong emphasis on practice and assignments. Our courses are designed and taught by more than a thousand highly skilled and experienced tutors who have strong expertise in their areas whether it be AWS, Azure, Adobe, SAP, Oracle, or any other technology or in-demand software.