Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Special Session: Towards an Agile Design Methodology for Efficient,
  Reliable, and Secure ML Systems   The real-world use cases of Machine Learning (ML) have exploded over the past
few years. However, the current computing infrastructure is insufficient to
support all real-world applications and scenarios. Apart from high efficiency
requirements, modern ML systems are expected to be highly reliable against
hardware failures as well as secure against adversarial and IP stealing
attacks. Privacy concerns are also becoming a first-order issue. This article
summarizes the main challenges in agile development of efficient, reliable and
secure ML systems, and then presents an outline of an agile design methodology
to generate efficient, reliable and secure ML systems based on user-defined
constraints and objectives.

23
The categories of this paper are: solv-int
15
The categories of this paper are: nucl-ex
4
The categories of this paper are: cond-mat
35
The categories of this paper are: mtrl-th
33
The categories of this paper are: plasm-ph
3
The categories of this paper are: physics
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
13
The categories of this paper are: quant-ph
22
The categories of this paper are: chao-dyn
32
The categories of this paper are: atom-ph
5
The categories of this paper are: gr-qc
9
The categories of this paper are: nlin
12
The categories of this paper are: nucl-th
7
The categories of this paper are: hep-th
19
The categories of this paper are: eess