Flex Conference (Physical / Digital)

International Conference on High-Performance Computing for Data Science (ICHPCDS - 26)

Conference Session Tracks

SDG Wheel

Aligned with

UN Sustainable Development Goals

This conference contributes to global sustainability by aligning its research discussions and academic sessions with key United Nations Sustainable Development Goals.

SDG 4 SDG 4 — Quality Education
SDG 8 SDG 8 — Decent Work and Economic Growth
SDG 9 SDG 9 — Industry, Innovation and Infrastructure
SDG 11 SDG 11 — Sustainable Cities and Communities
SDG 12 SDG 12 — Responsible Consumption and Production
Track 01

Advancements in Predictive Modeling Techniques

This track focuses on the latest methodologies in predictive modeling, emphasizing both supervised and unsupervised learning approaches. Researchers are invited to present their findings on enhancing model accuracy and interpretability in various applications.

Track 02

Deep Learning Innovations for Data Science

Exploring the cutting-edge developments in deep learning, this track aims to highlight novel architectures and algorithms that improve data processing capabilities. Contributions that demonstrate practical applications in real-world scenarios are particularly encouraged.

Track 03

Anomaly Detection in Big Data Environments

This session will delve into techniques and frameworks for effective anomaly detection within large datasets. Papers addressing challenges and solutions in real-time anomaly identification across different domains are welcome.

Track 04

Feature Extraction and Dimensionality Reduction

Focusing on innovative methods for feature extraction and dimensionality reduction, this track aims to enhance the efficiency of data analysis processes. Contributions that showcase the impact of these techniques on model performance are highly sought after.

Track 05

Parallel Computing and GPU Acceleration in Data Science

This track emphasizes the role of parallel computing and GPU acceleration in enhancing data processing speeds and efficiency. Researchers are invited to share their insights on optimizing algorithms for high-performance computing environments.

Track 06

Distributed Data Processing Frameworks

Exploring the latest frameworks for distributed data processing, this session aims to discuss scalability and performance improvements in data science applications. Contributions that address the integration of these frameworks with existing systems are encouraged.

Track 07

Real-Time Data Analytics and Processing

This track focuses on methodologies and technologies that enable real-time data analytics, crucial for timely decision-making in various industries. Papers that explore the challenges and solutions in achieving real-time processing are welcome.

Track 08

Model Evaluation and Computational Optimization

This session will explore techniques for model evaluation and optimization, emphasizing the importance of robust validation methods. Contributions that propose novel metrics or frameworks for assessing model performance are encouraged.

Track 09

Predictive Maintenance in Industrial Applications

Focusing on the intersection of data science and industrial engineering, this track will explore predictive maintenance strategies powered by advanced analytics. Papers that demonstrate the impact of these strategies on operational efficiency are particularly welcome.

Track 10

IoT Integration for Enhanced Data Science Applications

This track will examine the integration of Internet of Things (IoT) technologies with data science methodologies to drive innovation. Researchers are invited to present case studies and frameworks that leverage IoT data for improved analytics.

Track 11

Scientific Computing and Simulation Analytics

Exploring the role of scientific computing in data science, this track aims to discuss simulation techniques and their applications in various fields. Contributions that highlight the synergy between computational methods and data-driven insights are encouraged.

Important Dates

Early Bird Registration :30th September 2026

Paper Submission Deadline :5th October 2026

Last Date of Registration : 15th October 2026

Date of Conference : 30th - 31st October 2026