ACM International Conference on Computing Frontiers
摘要截稿:
全文截稿: 2020-01-28
开会时间: 2020-05-11
会议难度:
CCF分类: C类
会议地点: Catania, Sicily, Italy
Overview
The next ACM International Conference on Computing Frontiers will be held May 11th - 13th in Sicily, Italy in the town of Catania. Computing Frontiers is an eclectic, interdisciplinary, collaborative community of researchers who investigate emerging technologies in the broad field of computing: our common goal is to drive the scientific breakthroughs that transform society.
CF's broad scope is driven by recent technological advances in wide-ranging fields impacthing computing, such as memory hardware and systems, network and systems architecture, cloud computing, novel device physics and materials, power efficiency, new application domains of machine and deep learning and big data analytics, and systems portability and wearability. The boundaries between the state-of-the-art and revolutionary innovation constitute the advancing frontiers of science, engineering, and information technology — and are the CF community focus. CF provides a venue to share, discuss and advance broad, forward-thinking, early research on the future of computing and welcomes work on a wide spectrum of computer systems, from embedded and hand-held/wearable to supercomputers and datacenters.
We seek original research contributions at the frontiers of a wide range of topics, including novel computational models and algorithms, new application paradigms, computer architecture (from embedded to HPC systems), computing hardware, memory technologies, networks, storage solutions, compilers, and environments.
1. Innovative Computing Approaches, Architectures, Accelerators, Algorithms and Models
Approximate, analog, inexact, probabilistic computing
Quantum computing
Neuromorphic, biologically-inspired computing and optical computing
Dataflow architectures, near-data and in-memory processing
2. Technological Scaling Limits and Beyond
Limits: Defect- and variability-tolerant designs, graphene and other novel materials, nanoscale design, dark silicon
Extending past Moore’s law: 3D-stacking, many-core architectures and accelerators, distributed computing on mobile devices and their challenges
3. Machine Learning, Deep Learning and Big Data Analytics
Novel architecture and systems across computing systems (IoT to datacenter)
High performance data analytics
Exascale data management
4. Embedded, IoT and Cyber-Physical Systems
Ultra-low power designs, energy scavenging
Physical security, attack detection and prevention
Reactive, real-time, scalable, reconfigurable and self-aware systems
Sensor networks, IoT, and architectural innovation for wearable computing
5. Large-Scale System Design and Networking
Large-scale homogeneous/heterogeneous architectures and networking
System-balance and CPU-offloading
Power- and energy-management for clouds, datacenters and exascale systems
6. System Software, Compiler Technologies and Programming Languages
Technologies that push the limits of operating systems, virtualization, and container technologies
Large scale frameworks for distributed computing and communication
Resource and job management, scheduling, workflow systems for managing large-scale heterogeneous systems
Compiler technologies: hardware/software integrated solutions, high-level synthesis
Tools for analyzing and managing performance at large scale
Novel programming approaches
7. Fault Tolerance and Resilience
Solutions for ultra-large and safety-critical systems (e.g. infrastructure, airlines)
Hardware and software approaches in adverse environments such as space
8. Security
Methods, system support, and hardware for protecting against malicious code
Real-time implementations of security algorithms and protocols
Quantum and post-quantum cryptography
9. Computers and Society
Artificial Intelligence (AI) Ethics and AI environmental impact
Education, health, cost/energy-efficient design, smart cities, and emerging markets, interdisciplinary applications