India's notable CSE contributors include Raj Reddy (Turing Award), Vinod Khosla (Sun Microsystems co-founder), Narayana Murty (Infosys co-founder) and Satya Nadella (Microsoft CEO). There are several reasons why India's contributions to computer science and engineering (CSE) inventions may seem limiRead more
India’s notable CSE contributors include Raj Reddy (Turing Award), Vinod Khosla (Sun Microsystems co-founder), Narayana Murty (Infosys co-founder) and Satya Nadella (Microsoft CEO).
There are several reasons why India’s contributions to computer science and engineering (CSE) inventions may seem limited –
- Skilled Indian computer scientists and engineers emigrate to developed countries for better opportunities, depriving India of innovative talent.
- Insufficient government and private investments in research and development hinder CSE innovation, stifling project execution and talent growth.
- India’s education system prioritizes theoretical knowledge over practical application, hands on research and innovation, limiting CSE inventiveness and entrepreneurial mindset.
- Limited collaboration and knowledge transfer between universities and industries hinders CSE innovation, slowing research commercialization and practical application.
- Complex and costly patenting processes discourage Indian CSE innovators, hindering intellectual property protection and limiting invention commercialization and recognition.
- Risk aversion, emphasis on stability and traditional values discourage entrepreneurial spirit, innovation and experimentation in India’s CSE community.
Initiatives like Make in India, Startup India, Digital India and Atal Innovation Mission promote CSE innovation while schemes like Visvesvaraya PhD Scheme and PM Research Fellows encourage research and entrepreneurship.
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Java's garbage collection process automatically manages memory for objects in the heap. Here's a simplified breakdown: Identifying Unused Objects: The garbage collector scans the heap to find unreachable objects. These are objects with no references pointing to them from your program. Marking ReachaRead more
Java’s garbage collection process automatically manages memory for objects in the heap. Here’s a simplified breakdown:
Identifying Unused Objects: The garbage collector scans the heap to find unreachable objects. These are objects with no references pointing to them from your program.
Marking Reachable Objects: It starts by identifying “root” objects (global variables, local variables holding references). Then, it traces all objects reachable from these roots. Reachable objects are considered in use.
Cleaning Up: Unreachable objects are deemed garbage and removed from memory, freeing up space in the heap.
This is a basic overview. There are different generations in the heap with varying collection frequencies, and some garbage collection cycles may involve compacting the heap to improve memory allocation efficiency.