Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: MEDAL: An AI-driven Data Fabric Concept for Elastic Cloud-to-Edge
  Intelligence   Current Cloud solutions for Edge Computing are inefficient for data-centric
applications, as they focus on the IaaS/PaaS level and they miss the data
modeling and operations perspective. Consequently, Edge Computing opportunities
are lost due to cumbersome and data assets-agnostic processes for end-to-end
deployment over the Cloud-to-Edge continuum. In this paper, we introduce MEDAL,
an intelligent Cloud-to-Edge Data Fabric to support Data Operations
(DataOps)across the continuum and to automate management and orchestration
operations over a combined view of the data and the resource layer. MEDAL
facilitates building and managing data workflows on top of existing flexible
and composable data services, seamlessly exploiting and federating
IaaS/PaaS/SaaS resources across different Cloud and Edge environments. We
describe the MEDAL Platform as a usable tool for Data Scientists and Engineers,
encompassing our concept and we illustrate its application though a connected
cars use case.

18
The categories of this paper are: econ
10
The categories of this paper are: q-bio
15
The categories of this paper are: nucl-ex
35
The categories of this paper are: mtrl-th
28
The categories of this paper are: alg-geom
2
The categories of this paper are: math
23
The categories of this paper are: solv-int
20
The categories of this paper are: acc-phys
37
The categories of this paper are: supr-con
8
The categories of this paper are: hep-ex
3
The categories of this paper are: physics
30
The categories of this paper are: q-alg
14
The categories of this paper are: math-ph
16
The categories of this paper are: stat
17
The categories of this paper are: q-fin
31
The categories of this paper are: ao-sci