Nursaule Karelkhan
Biographic Data
| ID | 10101305 |
|---|---|
| NAME | Nursaule Karelkhan |
| GIVEN NAMES | Nursaule |
| FAMILY NAME | Karelkhan |
| SIGNATURE | KARELKHAN N |
| AFFILIATIONS | L. N. Gumilyov Eurasian National University |
| ORCID | 0000-0001-8293-9887 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Scientific and practical basis for implementing machine learning on a parallel computing cluster
The rapid expansion of machine learning (ML) applications in high-performance computing has motivated extensive research on theoretical models and practical challenges in deploying ML on parallel computing clusters. This PRISMA-guided systematic mapping review synthesized 21 peer-reviewed, open-access studies indexed in IEEE Xplore and published between 2023 and 2024. The review examines distributed optimization frameworks, asynchronous training …
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Scientific and practical basis for implementing machine learning on a parallel computing cluster
The rapid expansion of machine learning (ML) applications in high-performance computing has motivated extensive research on theoretical models and practical challenges in deploying ML on parallel computing clusters. This PRISMA-guided systematic mapping review synthesized 21 peer-reviewed, open-access studies indexed in IEEE Xplore and published between 2023 and 2024. The review examines distributed optimization frameworks, asynchronous training …
Asynchronous communication (1 work) · Cloud Computing and Resource Management (1 work) · Computer cluster (1 work) · Distributed and Parallel Computing Systems (1 work) · Homogeneous (1 work) · Parallel Computing and Optimization Techniques (1 work) · Parallel processing (1 work) · Scalability (1 work) · Throughput (1 work)