Distributed inference acceleration with adaptive DNN partitioning and offloading

T Mohammed, C Joe-Wong, R Babbar… - … -IEEE Conference on …, 2020 - ieeexplore.ieee.org
Deep neural networks (DNN) are the de-facto solution behind many intelligent applications
of today, ranging from machine translation to autonomous driving. DNNs are accurate but …

[HTML][HTML] The stable marriage problem: An interdisciplinary review from the physicist's perspective

EM Fenoaltea, IB Baybusinov, J Zhao, L Zhou… - Physics Reports, 2021 - Elsevier
We present a fascinating model that has lately caught attention among physicists working in
complexity related fields. Though it originated from mathematics and later from economics …

A supply and demand framework for two-sided matching markets

EM Azevedo, JD Leshno - Journal of Political Economy, 2016 - journals.uchicago.edu
This paper develops a price-theoretic framework for matching markets with heterogeneous
preferences. The model departs from the Gale and Shapley model by assuming that a finite …

Deferred acceptance algorithms: History, theory, practice, and open questions

AE Roth - international Journal of game Theory, 2008 - Springer
The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a
profound influence on market design, both directly, by being adapted into practical matching …

Efficient matching under distributional constraints: Theory and applications

Y Kamada, F Kojima - American Economic Review, 2015 - aeaweb.org
Many real matching markets are subject to distributional constraints. These constraints often
take the form of restrictions on the numbers of agents on one side of the market matched to …

Dats: Dispersive stable task scheduling in heterogeneous fog networks

Z Liu, X Yang, Y Yang, K Wang… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Fog computing has risen as a promising architecture for future Internet of Things, 5G and
embedded artificial intelligence applications with stringent service delay requirements along …

Stability in supply chain networks

M Ostrovsky - American Economic Review, 2008 - aeaweb.org
This paper studies matching in vertical networks, generalizing the theory of matching in two-
sided markets. It gives sufficient conditions for the existence of stable networks and presents …

Matching with slot‐specific priorities: Theory

SD Kominers, T Sönmez - Theoretical Economics, 2016 - Wiley Online Library
We introduce a two‐sided, many‐to‐one matching with contracts model in which agents with
unit demand match to branches that may have multiple slots available to accept contracts …

Stability and competitive equilibrium in trading networks

JW Hatfield, SD Kominers, A Nichifor… - Journal of Political …, 2013 - journals.uchicago.edu
We introduce a model in which agents in a network can trade via bilateral contracts. We find
that when continuous transfers are allowed and utilities are quasi-linear, the full …

Matching with couples: Stability and incentives in large markets

F Kojima, PA Pathak, AE Roth - The Quarterly Journal of …, 2013 - academic.oup.com
Accommodating couples has been a long-standing issue in the design of centralized labor
market clearinghouses for doctors and psychologists, because couples view pairs of jobs as …