E-ISSN: 2393-8749 | Peer-Reviewed Journal (Refereed Journal) | Hybrid Open Access
Recent Trends in Parallel Computing Recent Trends in Parallel Computing [2393-8749(e)]Â is a peer-reviewed hybrid open-access journal launched in 2014. Parallel computing is a form of computation in which many calculations can be done at the same time and it works on the principle that …
rtpc maintains an Editorial Board of practicing researchers from around the world, to ensure manuscripts are handled by editors who are experts in the field of study.
Prof. Pinaki Mitra, Associate Professor
Indian Institute of Technology, Guwahati, Assam, India,
Email :
Institutional Profile Link: https://www.iitg.ac.in/cse/internet-pages/pinaki
Journal: Recent Trends in Parallel Computing
The fast proliferation of large language models (LLMs) has increased the need to optimize the process of fine-tuning, but the existing workflows that require a graphics processing unit (GPU) are still expensive, intensive, and unavailable to most researchers.
Modern distributed and heterogeneous computing systems face significant challenges in dealing with dynamically changing workloads, resource fragmentation, and changing latencies; existing traditional, or rule-based, specialized schedulers are no longer useful in achieving the best system performance.
The increasing deployment of parallel and distributed intelligent systems has intensified the need for privacy-preserving learning frameworks that can exploit multi-core and graphics processing unit (GPU)-based architectures without centralizing sensitive data.
The accelerating demand for computational power in scientific, engineering, and data-intensive domains has driven high-performance computing (HPC) systems toward unprecedented levels of parallelism and architectural complexity.
Efficient resource-sharing is a cornerstone of high-performance parallel computing.
The integration of serverless computing models in e-healthcare systems represents a paradigm shift in healthcare technology infrastructure.
