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AI for Next Generation Computing: Emerging Trends and Future Directions

AI for Next Generation Computing: Emerging Trends and Future Directions

5 March 2022
S. Gill
Minxian Xu
Carlo Ottaviani
Panos Patros
Rami Bahsoon
Arash Shaghaghi
Muhammed Golec
V. Stankovski
Huaming Wu
Ajith Abraham
Manmeet Singh
Harshita Mehta
Soumya K. Ghosh
Thar Baker
A. Parlikad
H. Lutfiyya
S. Kanhere
R. Sakellariou
Schahram Dustdar
Omer F. Rana
Ivona Brandić
Steve Uhlig
ArXiv (abs)PDFHTML

Papers citing "AI for Next Generation Computing: Emerging Trends and Future Directions"

38 / 38 papers shown
Title
Exploring Gen-AI applications in building research and industry: A review
Exploring Gen-AI applications in building research and industry: A review
Hanlong Wan
Jian Zhang
Yan Chen
Weili Xu
Fan Feng
AI4CE
92
3
0
01 Oct 2024
A Decentralized Framework for Serverless Edge Computing in the Internet
  of Things
A Decentralized Framework for Serverless Edge Computing in the Internet of Things
Claudio Cicconetti
M. Conti
A. Passarella
55
85
0
21 Oct 2021
HUNTER: AI based Holistic Resource Management for Sustainable Cloud
  Computing
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing
Shreshth Tuli
S. Gill
Minxian Xu
Peter Garraghan
Rami Bahsoon
...
R. Sakellariou
Omer F. Rana
Rajkumar Buyya
G. Casale
N. Jennings
66
69
0
11 Oct 2021
A Manifesto for Modern Fog and Edge Computing: Vision, New Paradigms,
  Opportunities, and Future Directions
A Manifesto for Modern Fog and Edge Computing: Vision, New Paradigms, Opportunities, and Future Directions
S. Gill
80
23
0
19 Sep 2021
On the Future of Cloud Engineering
On the Future of Cloud Engineering
David Bermbach
A. Chandra
C. Krintz
A. Gokhale
Aleksander Slominski
L. Thamsen
Everton Cavalcante
Tian Guo
Ivona Brandić
R. Wolski
65
23
0
19 Aug 2021
Quantum Artificial Intelligence for the Science of Climate Change
Quantum Artificial Intelligence for the Science of Climate Change
Manmeet Singh
C. Dhara
Adarsh Kumar
S. Gill
Steve Uhlig
AI4CE
68
15
0
28 Jul 2021
Explainable AI: current status and future directions
Explainable AI: current status and future directions
Prashant Gohel
Priyanka Singh
M. Mohanty
XAI
125
89
0
12 Jul 2021
Machine Learning-based Orchestration of Containers: A Taxonomy and
  Future Directions
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions
Zhiheng Zhong
Minxian Xu
M. A. Rodriguez
Chengzhong Xu
Rajkumar Buyya
47
103
0
24 Jun 2021
PDMA: Probabilistic Service Migration Approach for Delay-aware and
  Mobility-aware Mobile Edge Computing
PDMA: Probabilistic Service Migration Approach for Delay-aware and Mobility-aware Mobile Edge Computing
Minxian Xu
Qiheng Zhou
Huaming Wu
Weiwei Lin
Kejiang Ye
Chengzhong Xu
44
25
0
10 Jun 2021
With Great Freedom Comes Great Opportunity: Rethinking Resource
  Allocation for Serverless Functions
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions
Muhammad Bilal
Marco Canini
Rodrigo Fonseca
Rodrigo Rodrigues
43
41
0
31 May 2021
Power of data in quantum machine learning
Power of data in quantum machine learning
Hsin-Yuan Huang
Michael Broughton
Masoud Mohseni
Ryan Babbush
Sergio Boixo
Hartmut Neven
Jarrod R. McClean
99
653
0
03 Nov 2020
Quantum Computing: A Taxonomy, Systematic Review and Future Directions
Quantum Computing: A Taxonomy, Systematic Review and Future Directions
S. Gill
Adarsh Kumar
Harvinder Singh
Manmeet Singh
K. Kaur
Muhammad Usman
Rajkumar Buyya
69
283
0
28 Sep 2020
Utility-based Resource Allocation and Pricing for Serverless Computing
Utility-based Resource Allocation and Pricing for Serverless Computing
Vipul Gupta
Soham R. Phade
T. Courtade
Kannan Ramchandran
32
10
0
18 Aug 2020
AI-based Resource Allocation: Reinforcement Learning for Adaptive
  Auto-scaling in Serverless Environments
AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments
Lucia Schuler
Somaya Jamil
Niklas Kühl
31
78
0
29 May 2020
Health Access Broker: Secure, Patient-Controlled Management of Personal
  Health Records in the Cloud
Health Access Broker: Secure, Patient-Controlled Management of Personal Health Records in the Cloud
Zainab Abaid
Arash Shaghaghi
Ravin Gunawardena
Suranga Seneviratne
Aruna Seneviratne
Sanjay Jha
18
6
0
16 May 2020
Quantum Natural Language Processing on Near-Term Quantum Computers
Quantum Natural Language Processing on Near-Term Quantum Computers
K. Meichanetzidis
S. Gogioso
G. Felice
Nicolò Chiappori
Alexis Toumi
B. Coecke
70
68
0
08 May 2020
ThermoSim: Deep Learning based Framework for Modeling and Simulation of
  Thermal-aware Resource Management for Cloud Computing Environments
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments
S. Gill
Shreshth Tuli
A. N. Toosi
Félix Cuadrado
Peter Garraghan
...
H. Lutfiyya
R. Sakellariou
Omer F. Rana
Schahram Dustdar
Rajkumar Buyya
46
51
0
17 Apr 2020
TensorFlow Quantum: A Software Framework for Quantum Machine Learning
TensorFlow Quantum: A Software Framework for Quantum Machine Learning
Michael Broughton
Guillaume Verdon
Trevor McCourt
Antonio J. Martinez
Jae Hyeon Yoo
...
Sergio Boixo
Dave Bacon
Alan K. Ho
Hartmut Neven
Masoud Mohseni
VLMAI4CE
57
209
0
06 Mar 2020
HealthFog: An Ensemble Deep Learning based Smart Healthcare System for
  Automatic Diagnosis of Heart Diseases in Integrated IoT and Fog Computing
  Environments
HealthFog: An Ensemble Deep Learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in Integrated IoT and Fog Computing Environments
Shreshth Tuli
Nipam Basumatary
S. Gill
M. Kahani
R. Arya
G. Wander
Rajkumar Buyya
61
483
0
15 Nov 2019
Transformative effects of IoT, Blockchain and Artificial Intelligence on
  cloud computing: Evolution, vision, trends and open challenges
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges
S. Gill
Shreshth Tuli
Minxian Xu
Inderpreet Singh
Karandeep Singh
...
S. Misra
M. Aslanpour
Harshita Mehta
V. Stankovski
Peter Garraghan
76
371
0
21 Oct 2019
Edge Intelligence: The Confluence of Edge Computing and Artificial
  Intelligence
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence
Shuiguang Deng
Hailiang Zhao
Weijia Fang
Yuxiang Cai
Schahram Dustdar
Albert Y. Zomaya
104
616
0
02 Sep 2019
Edge AIBench: Towards Comprehensive End-to-end Edge Computing
  Benchmarking
Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking
Tianshu Hao
Yunyou Huang
Xu Wen
Wanling Gao
Fan Zhang
...
Lei Wang
Hainan Ye
K. Hwang
Zujie Ren
Jianfeng Zhan
39
72
0
06 Aug 2019
The server is dead, long live the server: Rise of Serverless Computing,
  Overview of Current State and Future Trends in Research and Industry
The server is dead, long live the server: Rise of Serverless Computing, Overview of Current State and Future Trends in Research and Industry
Paul C. Castro
Vatche Isahagian
Vinod Muthusamy
Aleksander Slominski
VLM
56
313
0
07 Jun 2019
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with
  Edge Computing
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing
Zhi Zhou
Xu Chen
En Li
Liekang Zeng
Ke Luo
Junshan Zhang
93
1,444
0
24 May 2019
A Fog Robotics Approach to Deep Robot Learning: Application to Object
  Recognition and Grasp Planning in Surface Decluttering
A Fog Robotics Approach to Deep Robot Learning: Application to Object Recognition and Grasp Planning in Surface Decluttering
A. Tanwani
Nitesh Mor
John Kubiatowicz
Joseph E. Gonzalez
Ken Goldberg
104
81
0
22 Mar 2019
Machine Learning in IoT Security: Current Solutions and Future
  Challenges
Machine Learning in IoT Security: Current Solutions and Future Challenges
Fatima Hussain
Rasheed Hussain
Syed Ali Hassan
Ekram Hossain
87
535
0
14 Mar 2019
Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems
Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems
Graham Gobieski
Nathan Beckmann
Brandon Lucia
50
207
0
28 Sep 2018
A Fog Robotic System for Dynamic Visual Servoing
A Fog Robotic System for Dynamic Visual Servoing
Nan Tian
Jinfa Chen
Shikui Ma
Robert Zhang
Bill Huang
Ken Goldberg
Somayeh Sojoudi
95
45
0
16 Sep 2018
Towards an Intelligent Edge: Wireless Communication Meets Machine
  Learning
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning
Guangxu Zhu
Dongzhu Liu
Yuqing Du
Changsheng You
Jun Zhang
Kaibin Huang
58
507
0
02 Sep 2018
Fog Computing: Survey of Trends, Architectures, Requirements, and
  Research Directions
Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions
R. Naha
Saurabh Garg
Dimitrios Georgakopoulos
Prem Prakash Jayaraman
Longxiang Gao
Yong Xiang
R. Ranjan
AI4TS
46
415
0
03 Jul 2018
A Manifesto for Future Generation Cloud Computing: Research Directions
  for the Next Decade
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
Rajkumar Buyya
Satish Narayana
G. Casale
R. Calheiros
Yogesh L. Simmhan
...
Wanlei Zhou
Hai Jin
W. Gentzsch
Albert Y. Zomaya
Haiying Shen
AI4TSAILaw
55
141
0
24 Nov 2017
Status of Serverless Computing and Function-as-a-Service(FaaS) in
  Industry and Research
Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research
Geoffrey C. Fox
Vatche Isahagian
Vinod Muthusamy
Aleksander Slominski
43
140
0
27 Aug 2017
Next Generation Cloud Computing: New Trends and Research Directions
Next Generation Cloud Computing: New Trends and Research Directions
Blesson Varghese
Rajkumar Buyya
63
708
0
24 Jul 2017
Serverless Computing: Current Trends and Open Problems
Serverless Computing: Current Trends and Open Problems
Ioana Baldini
Paul C. Castro
K. Chang
P. Cheng
Stephen J. Fink
...
N. Mitchell
Vinod Muthusamy
Rodric M. Rabbah
Aleksander Slominski
Philippe Suter
AI4TS
38
629
0
10 Jun 2017
Quantum Machine Learning
Quantum Machine Learning
Jacob Biamonte
P. Wittek
Nicola Pancotti
Patrick Rebentrost
N. Wiebe
S. Lloyd
66
2,024
0
28 Nov 2016
Machine Learning and Cloud Computing: Survey of Distributed and SaaS
  Solutions
Machine Learning and Cloud Computing: Survey of Distributed and SaaS Solutions
Daniel Pop
29
63
0
29 Mar 2016
Internet of Things (IoT): A Vision, Architectural Elements, and Future
  Directions
Internet of Things (IoT): A Vision, Architectural Elements, and Future Directions
J. Gubbi
Rajkumar Buyya
S. Marusic
M. Palaniswami
135
10,918
0
01 Jul 2012
The Road to Quantum Artificial Intelligence
The Road to Quantum Artificial Intelligence
K. Sgarbas
326
17
0
23 May 2007
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