Recent Trends In Parallel Computing

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Regular Issue Subscription Review Article Published on :- 26/02/2026

Application of Proportional-Share with Punishment Principle for Resource-Sharing in Parallel Computing Applications

Manas Kumar Yogi
Keywords: Big data, cluster, distributed, high performance computing, resource

01-08

Regular Issue Subscription Review Article Published on :- 20/03/2026

Design and Optimization of Domain-Specific Languages for High-Performance Computing Applications

Bhavisha Vishalbhai Parvadiya
Keywords: Compiler optimization, domain-specific languages, heterogeneous systems, high-performance computing, parallel architecture, performance portability

17-22

Regular Issue Subscription Review Article Published on :- 20/03/2026

Parallel Privacy-Preserving Adaptive Federated Learning on GPU-Enabled Multi-Core Architectures

Pushpendra Kumar Sikarwal, Mukesh Kumar Gupta, Adamya Gupta
Keywords: Adaptive federated learning, differential privacy, GPU accelerators, interconnection networks, multi-core architecture, parallel computing, privacy-preserving machine learning, secure aggregation

09-16

Regular Issue Subscription Review Article Published on :- 30/04/2026

Adaptive Task Scheduling and Resource Optimization Using AI Middleware

Pratik Danodia, Kamlesh Lakhwani, Bhavna Sharma
Keywords: Adaptive scheduling, AI middleware, distributed systems, edge computing, resource optimization, workload management

23-31

Regular Issue Subscription Review Article Published on :- 30/04/2026

A Review Study on CPU-Optimized Parameter-Efficient Fine-Tuning for Large Language Models to Increase Accuracy Using LoRA

Jahanvi Maheshwari, Naveen Hemrajani, Seema Sharma
Keywords: AI efficiency, CPU optimization, LLMS, LoRA, low-rank adaptation, model compression, parameter-efficient fine-tuning

32-38

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