15th International Conference on Parallel, Distributed Computing and Applications (IPDCA 2026)
July 25 ~ 26, 2026, Toronto, Canada
https://dami2026.org/ipdca/index
Scope
The 15th International Conference on Parallel, Distributed Computing and Applications (IPDCA 2026) welcomes original contributions covering the full spectrum of theory, design, implementation, and applications of parallel and distributed computing. Topics of interest span parallel algorithms and architectures, distributed systems, cloud and edge computing, AI native systems, high performance computing, networking, security, and emerging computing paradigms. IPDCA 2026 provides a unique platform for academic researchers and industry professionals to share breakthroughs, discuss challenges, and explore new directions in scalable computing technologies.
Authors are invited to submit high quality articles presenting research results, innovative projects, survey studies, and industrial experiences that demonstrate significant advances in computer science, engineering, and real world applications of parallel and distributed systems.
Topics of interest include, but are not limited to, the following
Parallel & High Performance Computing (HPC)
- Parallel Algorithms, Models & Complexity
- Exascale & Extreme Scale Computing
- High Performance Architectures (GPU, TPU, FPGA, ASIC)
- Memory Centric HPC Architectures
- Parallel Programming Models, Languages & Compilers
- Runtime Systems, Scheduling & Resource Management
- Performance Modeling, Benchmarking & Optimization
- Energy Efficient, Green & Carbon Aware HPC
- HPC for AI & AI Accelerated Scientific Computing
- Hybrid HPC Cloud Architectures & Workflows
Distributed Systems & Cloud ComputingDistributed Algorithms, Consensus & Fault Tolerance
Cloud Computing (IaaS, PaaS, SaaS) & Multi Tenant Isolation
Cloud Native Systems (Kubernetes, Microservices, Serverless)
Stateful Serverless & Event Driven Distributed Systems
Edge, Fog & Geo Distributed Computing
Planet Scale Distributed Systems (Spanner like architectures)
Data Center Systems & Software Defined Infrastructure
Observability, Telemetry & Distributed Tracing
Cost Aware Scheduling & Cloud Resource Economics
Disaggregated Compute, Memory & Storage (CXL, NVMe oF)
Rack Scale & Composable Infrastructure
AI Native Systems & Machine Learning Infrastructure
- Distributed Machine Learning & Federated Learning
- Parallel Training of Large Models (LLMs, Foundation Models)
- AI Native Operating Systems & Model Centric Runtimes
- Distributed Inference Serving (batching, KV cache management, MoE routing)
- Systems for AI/ML (tensor parallelism, pipeline parallelism, ZeRO, sharding)
- ML Optimized Hardware & Accelerators
- AI Driven Resource Management & Cluster Scheduling
- Privacy Preserving ML at Scale
- Real Time AI Pipelines & Streaming Inference
Networking, Communication & Interconnects
- High Speed Interconnects (InfiniBand, RDMA, NVLink, CXL)
- Network Protocols for HPC & Distributed Systems
- Software Defined Networking (SDN) & Network Virtualization
- 5G/6G, Network Slicing & Compute Offloading
- Wireless, Ad Hoc & Sensor Network Architectures
- Network Performance, QoS & Traffic Engineering
- In Network Computing & SmartNIC Accelerated Systems
Distributed Applications, Platforms & Middleware
- Distributed AI/Analytics Platforms (Spark, Ray, Flink, Dask)
- Workflow Systems, Orchestration & Automation
- Distributed Simulation, Modeling & Digital Twins
- Collaborative, Real Time & Interactive Distributed Applications
- Web Scale & Internet Scale Services
- Data Intensive Systems & Planet Scale Streaming
Security, Trust & Confidential Computing
- Security in HPC, Cloud, Edge & Distributed Architectures
- Confidential Computing (TEE based, enclave based, confidential GPUs)
- Secure AI Training & Inference
- Privacy Preserving Distributed Computation
- Trust Management, Identity & Access Control
- Resilience, Fault Tolerance & Self Healing Systems
- Secure Distributed Storage & Blockchain Based Systems
- Zero Trust Architectures for Distributed Systems
Emerging Computing Paradigms
- Quantum Computing & Hybrid Quantum Classical Systems
- Quantum Inspired Algorithms for HPC
- Neuromorphic & Bio Inspired Computing
- Heterogeneous & Hybrid Computing Architectures
- Approximate, Probabilistic & Stochastic Computing
- Sustainable Computing & Carbon Aware Scheduling
- Autonomous Cluster Operations & Self Managing Systems
Software Systems, Tools & Engineering
- Parallel/Distributed Software Engineering & DevOps
- Programming Frameworks, Libraries & Toolchains
- Debugging, Verification & Testing of Distributed Systems
- Software Performance Engineering
- Middleware, APIs & Distributed System Abstractions
- Reproducibility, Benchmarking & Artifact Evaluation
Applications of Parallel & Distributed Computing
- Computational Biology & Health Informatics at Scale
- Scientific Computing & Numerical Methods
- Big Data Analytics & Large Scale Data Processing
- Smart Cities, IoT & Cyber Physical Systems
- Climate Modeling, Physics, Engineering & Environmental Simulations
- Autonomous Systems, Robotics & Real Time Distributed Control
- Digital Twins for Science, Industry & Infrastructure
Paper Submission
Authors are invited to submit papers through the conference Submission System by May 30, 2026. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this conference. The proceedings of the conference will be published by Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT) series (Confirmed).
Selected papers from IPDCA 2026, after further revisions, will be published in the special issue of the following journal.
- International Journal of Network Security & Its Applications (IJNSA) – ERA Indexed
- Advanced Computing: An International Journal (ACIJ)
- International Journal of Wireless & Mobile Networks (IJWMN) – ERA Indexed
- International Journal on Applications of Graph Theory in Wireless Ad hoc Networks and Sensor Networks (GRAPH-HOC)
- International Journal of Next-Generation Networks (IJNGN)
- International Journal of Peer-to-Peer networks (IJP2P)
- International Journal of Distributed and Parallel Systems (IJDPS)
- International Journal of Grid Computing & Applications (IJGCA)
- International Journal of UbiComp (IJU)
- International Journal of Advanced Smart Sensor Network Systems (IJASSN)
- International Journal of Mobile Network Communications & Telematics (IJMNCT)
- International Journal on AdHoc Networking Systems (IJANS)
- Information Technology in Industry (ITII)
Important Dates
(Batch 2: Submissions after April 05, 2026)
- Submission Deadline: May 30, 2026
- Authors Notification: June 20, 2026
- Registration & camera – Ready Paper Due: June 27, 2026
Contact Us
Here’s where you can reach us : [email protected] (or) [email protected]
Event Venue
Toronto, Canada
