[image 04324] [CFP] AIMLSystems'21

[Ichiro IDE]

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井手＠名大です．

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			     Call for Papers

	    The First International Conference on AI-ML-Systems

	       Oct 21 - 23, 2021 @ Bangalore, India (Hybrid)

	       	     https://www.aimlsystems.org/2021/
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[Call for Papers]
AIMLSystems is a brand new conference targeting research in the
intersection of AI/ML techniques and systems engineering. Through this
conference we plan to bring out and highlight the natural connections
with these two fields. Specifically we explore how immense strides in
AI/ML techniques are made possible through computational systems
research (e.g., improvements in CPU/GPU architectures, data-intensive
infrastructure, communications etc.), how the use of AI/ML can help in
the continuous and workload-driven design space exploration of
computational systems (e.g., self-tuning databases, learning compiler
optimizers, learnable network systems etc.) and, the use of AI/ML in
the design of socio-economic systems such as public healthcare, and
security. The goal is to bring together these diverse communities and
elicit connections between them.

[Topics of Interest]
The areas of interest are broadly categorized into the following three
streams:
- Systems for AI/ML, including but not limited to:
	CPU/GPU architectures for AI/ML
	Embedded hardware for AI/ML workloads
	Data intensive systems for efficient and distributed training
	Challenges in production deployment of ML systems
	Efficient model training, optimization and inference
	Hardware efficient ML methods
	Resource-constrained ML
- AI/ML for Systems, including but not limited to:
	AI/ML for VLSI and architecture design
	AI/ML in compiler optimization
	AI/ML in data management - including database optimizations,
	virtualization, etc.
	AI/ML for networks - design of networks, load modeling, etc.
 	AI/ML for power management - green computing, power models, etc.
- Applications of AI/ML in Socio-Economic Systems Design, which 
  includes, but not limited to:
	Computational design and analysis of socio-economic systems
	Fair and bias-free systems for social welfare, business
	platforms
	Applications of AI/ML in the design, short-/long-term analysis
	of cyber-physical systems
	Mechanism design for socio-economic systems
	Applications of AI/ML in financial systems

[Important Dates] (All dates in 11:59 IST (GMT+5.5))
- Research Track
- Industry / Experiences Track
	Abstract submissions due: June 13, 2021
	Paper submissions due: June 20, 2021
	Author notifications: September 12, 2021
	Camera-ready submissions due: October 3, 2021

- Demo Track
	Abstract submissions due: July 18, 2021
	Paper submissions due: July 25, 2021
	Author notifications: September 12, 2021
	Camera-ready submissions due: October 3, 2021

- Doctoral Symposium
	Paper submissions due: August 22, 2021
	Author notifications: September 12, 2021
	Camera-ready submissions due: October 3, 2021

[Organization]
- General Chairs
	Rakesh Agrawal (Data Insights Laboratories, San Jose, USA)
	Pushpak Bhattacharya (IIT Bombay, India)
	Masatoshi Yoshikawa (Kyoto University, Japan)

- Technical Program Committee Chairs
	Srikanta Bedathur (IIT Delhi, India)
	Manoj Chinnakotla (Microsoft, AI and Research, Bellevue, USA)
	Ioana Manolescu (Inria and Institut Polytechnique de Paris, France)

[Contact]
aimlsys.conference ＠ gmail.com
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--
■ 井手 一郎 					    ide ＠ i.nagoya-u.ac.jp  ■
■ 名古屋大学 数理・データ科学教育研究センター 基盤教育部門		  ■
■ 	      ／大学院情報学研究科 知能システム学専攻			  ■
■	電話／ファクシミリ：(052)789-3313［直通］			  ■
■	住所：〒464-8601 名古屋市千種区不老町1 IB電子情報館北棟1021号室	  ■
■ 	WWW： http://www.murase.is.i.nagoya-u.ac.jp/~ide/index-j.html	  ■