1.1 System Design
- System-level specification, modeling, simulation, design flows
- System-level issues for 3D integration
- System-level design case studies and applications
- HW/SW co-design, co-simulation, co-optimization, and co-exploration, platforms for emulation and rapid prototyping
- Micro-architectural transformation
- Multi-/many-core processor, GPU and heterogeneous SoC
- Memory and storage architecture and system synthesis
- System communication architecture, Network-on-chip design
- Modeling, simulation, high-level synthesis, power/performance analysis, programming of heterogeneous computing platforms
- Application driven system design for big data
- Analysis and optimization of data centers
1.2 Embedded, Cyber-Physical (CPS), IoT
- Systems and Software
- AI and machine learning for embedded systems
- HW/SW co-design for embedded systems
- Compute, memory, storage, interconnect for embedded systems
- Domain-specific accelerators
- Energy/power management and energy harvesting
- Real-time software and systems
- Middleware, virtual machines, and runtime support
- Dependable, safe, secure, trustworthy embedded systems
- Embedded software: compilation, optimization, testing
- CAD for IoT, edge and fog computing
- Modeling, analysis, verification of CPS systems
- Green computing (smart grid, energy, solar panels, etc.)
- CAD for application domains including wearables, health care, autonomous systems, smart cities
1.3 Neural Networks and Deep Learning
- Hardware and architecture for neural networks
- Compilers for deep neural networks
- Design method for learning on a chip
- System-level design for (deep) neural computing
- Neural network acceleration including GPU and ASICs
- Safe and secure machine learning
- Hardware accelerators for Artificial Intelligence
1.4 Reconfigurable Computing
- Novel reconfigurable architectures (FPGA, CGRA, etc.)
- Neural network acceleration on reconfigurable accelerators
- High-level synthesis on reconfigurable architectures
- Compilers for reconfigurable architectures
- Reconfigurable fabric security
- HW/SW prototyping and emulation on FPGAs
- Post-synthesis optimization for FPGAs
- FPGA-based prototyping for analog, mixed-signal, RF systems
1.5 Hardware Security, Security Architecture
and Systems
- Hardware Trojans, side-channel attacks, fault attacks and countermeasures
- New physical attack vectors or methods for ASICs
- Nano electronic security
- Hardware-based security (CAD for PUF’s, RNG, AES etc.)
- Split Manufacturing for security
- Supply chain security and anti-counterfeiting
- Artificial Intelligence for attack prevention systems
- Design and CAD for security
- Security implications of CAD
- Trusted execution environments
- Privacy-preserving computation
- Cloud Computing data security
- Sensor network security
1.6 Low Power and Approximate Computing in
System Design
- Power and thermal estimation, analysis, optimization, and management techniques for hardware and software systems
- Energy- and thermal-aware application mapping and scheduling
- Energy- and thermal-aware architectures, algorithms
- Energy- and thermal-aware dark silicon system design
- Hardware techniques for approximate/stochastic computing
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