Search Results - "Ram, Prabhat"
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1
Continuously Assessing and Improving Software Quality With Software Analytics Tools: A Case Study
Published in IEEE access (01-01-2019)“…In the last decade, modern data analytics technologies have enabled the creation of software analytics tools offering real-time visualization of various…”
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Journal Article Publication -
2
Measuring and Improving Agile Processes in a Small-Size Software Development Company
Published in IEEE access (2020)“…Context: Agile software development has become commonplace in software development companies due to the numerous benefits it provides. However, conducting…”
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Journal Article -
3
Security and Privacy Concerns in Connected Cars: A Systematic Mapping Study
Published in 2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) (01-08-2018)“…Significant strides are being made in research towards security and privacy concerns associated with connected cars. Being a relatively novel research domain,…”
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Conference Proceeding -
4
Success Factors for Effective Process Metrics Operationalization in Agile Software Development: A Multiple Case Study
Published in 2019 IEEE/ACM International Conference on Software and System Processes (ICSSP) (01-05-2019)“…Existing literature proposes success factors for establishing metrics programs. However, very few studies focus on factors that could ensure long-term use of…”
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Conference Proceeding -
5
Perceptions of Creativity in Software Engineering Research and Practice
Published in 2017 43rd Euromicro Conference on Software Engineering and Advanced Applications (SEAA) (01-08-2017)“…Software engineering, especially design and requirements engineering, is intensely creative. However, practitioners and researchers appear to perceive…”
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Conference Proceeding -
6
Software Process Measurement and Related Challenges in Agile Software Development: A Multiple Case Study
Published 04-09-2018“…Existing scientific literature highlights the importance of metrics in Agile Software Development (ASD). Still, empirical investigation into metrics in ASD is…”
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Journal Article -
7
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Published in 2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) (01-11-2021)“…Scientific communities are increasingly adopting machine learning and deep learning models in their applications to accelerate scientific insights. High…”
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Conference Proceeding -
8
SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
Published 09-02-2024“…Reliability in cloud AI infrastructure is crucial for cloud service providers, prompting the widespread use of hardware redundancies. However, these…”
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Journal Article -
9
Tutel: Adaptive Mixture-of-Experts at Scale
Published 07-06-2022“…Sparsely-gated mixture-of-experts (MoE) has been widely adopted to scale deep learning models to trillion-plus parameters with fixed computational cost. The…”
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10
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Published 21-10-2021“…Scientific communities are increasingly adopting machine learning and deep learning models in their applications to accelerate scientific insights. High…”
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Journal Article -
11
Definition of the On-time Delivery Indicator in Rapid Software Development
Published in 2018 IEEE 1st International Workshop on Quality Requirements in Agile Projects (QuaRAP) (01-08-2018)“…Rapid software development (RSD) is an approach for developing software in rapid iterations. One of the critical success factors of an RSD project is to…”
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Conference Proceeding Publication