Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: User-centric Composable Services: A New Generation of Personal Data
  Analytics   Machine Learning (ML) techniques, such as Neural Network, are widely used in
today's applications. However, there is still a big gap between the current ML
systems and users' requirements. ML systems focus on improving the performance
of models in training, while individual users cares more about response time
and expressiveness of the tool. Many existing research and product begin to
move computation towards edge devices. Based on the numerical computing system
Owl, we propose to build the Zoo system to support construction, compose, and
deployment of ML models on edge and local devices.

36
The categories of this paper are: cmp-lg
23
The categories of this paper are: solv-int
18
The categories of this paper are: econ
2
The categories of this paper are: math
32
The categories of this paper are: atom-ph
31
The categories of this paper are: ao-sci
24
The categories of this paper are: dg-ga
9
The categories of this paper are: nlin
10
The categories of this paper are: q-bio
30
The categories of this paper are: q-alg
19
The categories of this paper are: eess
25
The categories of this paper are: patt-sol
3
The categories of this paper are: physics
13
The categories of this paper are: quant-ph
0
The categories of this paper are: hep-ph
17
The categories of this paper are: q-fin