Marcos Dias de Assunção

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 34

Top Topics

Reinforcement Learning

Stream Processing

Cloud Computing

Top Venues

Future Gener. Comput. Syst.

J. Netw. Comput. Appl.

Publications

Carlos Henrique Kayser, Marcos Dias de Assunção, Tiago Ferreto
Lapse: Latency & Power-Aware Placement of Data Stream Applications on Edge Computing. CLOSER (2024)
Alexandre da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre
Latency-Aware Strategies for Deploying Data Stream Processing Applications on Large Cloud-Edge Infrastructure. IEEE Trans. Cloud Comput. 11 (1) (2023)
Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments. ICPADS (2023)
Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments. CoRR (2023)
Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Claudio Cicconetti, Bahman Javadi, Peter Sbarski, Davide Taibi, Marcos Dias de Assunção, Sukhpal Singh Gill, Raj Gaire, Schahram Dustdar
Serverless Edge Computing: Vision and Challenges. ACSW (2021)
Marcos Dias de Assunção, Eduardo Rocha Rodrigues, Bruno Raffin
Preface - Special issue Advances on High Performance Computing for Artificial Intelligence. J. Parallel Distributed Comput. 156 (2021)
Marcos Dias de Assunção
Towards Elastic and Sustainable Data Stream Processing on Edge Infrastructure. ICPE (Companion) (2021)
Gayashan Amarasinghe, Marcos Dias de Assunção, Aaron Harwood, Shanika Karunasekera
ECSNeT++ : A simulator for distributed stream processing on edge and cloud environments. Future Gener. Comput. Syst. 111 (2020)
Felipe Rodrigo de Souza, Alexandre Da Silva Veith, Marcos Dias de Assunção, Eddy Caron
Scalable Joint Optimization of Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Infrastructure. ICSOC (2020)
Felipe Rodrigo de Souza, Marcos Dias de Assunção, Eddy Caron, Alexandre da Silva Veith
An Optimal Model for Optimizing the Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Computing. SBAC-PAD (2020)
Felipe Rodrigo de Souza, Marcos Dias de Assunção, Eddy Caron
A Throughput Model for Data Stream Processing on Fog Computing. HPCS (2019)
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51 (5) (2019)
Alexandre da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre
Monte-Carlo Tree Search and Reinforcement Learning for Reconfiguring Data Stream Processing on Edge Computing. SBAC-PAD (2019)
Felipe Rodrigo de Souza, Charles Christian Miers, Adriano Fiorese, Marcos Dias de Assunção, Guilherme Piêgas Koslovski
QVIA-SDN: Towards QoS-Aware Virtual Infrastructure Allocation on SDN-based Clouds. J. Grid Comput. 17 (3) (2019)
Eduard Gibert Renart, Alexandre Da Silva Veith, Daniel Balouek-Thomert, Marcos Dias de Assunção, Laurent Lefèvre, Manish Parashar
Distributed Operator Placement for IoT Data Analytics Across Edge and Cloud Resources. CCGRID (2019)
Alexandre Da Silva Veith, Felipe Rodrigo de Souza, Marcos Dias de Assunção, Laurent Lefèvre, Julio Cesar Santos dos Anjos
Multi-Objective Reinforcement Learning for Reconfiguring Data Stream Analytics on Edge Computing. ICPP (2019)
Thomas Pellissier Tanon, Marcos Dias de Assunção, Eddy Caron, Fabian M. Suchanek
Demoing Platypus - A Multilingual Question Answering Platform for Wikidata. ESWC (Satellite Events) (2018)
Lucas Leandro Nesi, Maurício A. Pillon, Marcos Dias de Assunção, Charles Christian Miers, Guilherme Piêgas Koslovski
Tackling Virtual Infrastructure Allocation in Cloud Data Centers: a GPU-Accelerated Framework. CNSM (2018)
Lucas Leandro Nesi, Maurício Aronne Pillon, Marcos Dias de Assunção, Guilherme Piêgas Koslovski
GPU-Accelerated Algorithms for Allocating Virtual Infrastructure in Cloud Data Centers. CCGrid (2018)
Marcos Dias de Assunção, Alexandre Da Silva Veith, Rajkumar Buyya
Distributed data stream processing and edge computing: A survey on resource elasticity and future directions. J. Netw. Comput. Appl. 103 (2018)
Alexandre Da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre
Latency-Aware Placement of Data Stream Analytics on Edge Computing. ICSOC (2018)
Francisco Almeida, Marcos Dias de Assunção, Jorge G. Barbosa, Vicente Blanco Pérez, Ivona Brandic, Georges Da Costa, Manuel F. Dolz, Anne C. Elster, Mateusz Jarus, Helen D. Karatza, Laurent Lefèvre, Ilias Mavridis, Ariel Oleksiak, Anne-Cécile Orgerie, Jean-Marc Pierson
Energy monitoring as an essential building block towards sustainable ultrascale systems. Sustain. Comput. Informatics Syst. 17 (2018)
Marcos Dias de Assunção, Laurent Lefèvre
Bare-metal reservation for cloud: an analysis of the trade off between reactivity and energy efficiency. Clust. Comput. 21 (2) (2018)
Gayashan Amarasinghe, Marcos Dias de Assunção, Aaron Harwood, Shanika Karunasekera
A Data Stream Processing Optimisation Framework for Edge Computing Applications. ISORC (2018)
Marcos Dias de Assunção, Radu Carpa, Laurent Lefèvre, Olivier Glück, Piotr Borylo, Artur Lason, Andrzej Szymanski, Michal Rzepka
Designing and building SDN testbeds for energy-aware traffic engineering services. Photonic Netw. Commun. 34 (3) (2017)
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. CoRR (2017)
Adel Nadjaran Toosi, Chenhao Qu, Marcos Dias de Assunção, Rajkumar Buyya
Renewable-aware geographical load balancing of web applications for sustainable data centers. J. Netw. Comput. Appl. 83 (2017)
Marcos Dias de Assunção, Alexandre Da Silva Veith, Rajkumar Buyya
Resource Elasticity for Distributed Data Stream Processing: A Survey and Future Directions. CoRR (2017)
Radu Carpa, Marcos Dias de Assunção, Olivier Glück, Laurent Lefèvre, Jean-Christophe Mignot
Evaluating the impact of SDN-induced frequent route changes on TCP flows. CNSM (2017)
Fernando Koch, Marcos Dias de Assunção, Carlos Cardonha, Marco A. S. Netto
Optimising resource costs of cloud computing for education. Future Gener. Comput. Syst. 55 (2016)
Marcos Dias de Assunção, Laurent Lefèvre, François Rossigneux
On the impact of advance reservations for energy-aware provisioning of bare-metal cloud resources. CNSM (2016)
Marcos Dias de Assunção, Radu Carpa, Laurent Lefèvre, Olivier Glück
On Designing SDN Services for Energy-Aware Traffic Engineering. TRIDENTCOM (2016)
Marcos Dias de Assunção, Carlos Cardonha, Marco A. S. Netto, Renato Luiz de Freitas Cunha
Impact of user patience on auto-scaling resource capacity for cloud services. Future Gener. Comput. Syst. 55 (2016)
Radu Carpa, Marcos Dias de Assunção, Olivier Glück, Laurent Lefèvre, Jean-Christophe Mignot
Responsive algorithms for handling load surges and switching links on in green networks. ICC (2016)
Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Cardonha, Marco Aurélio Stelmar Netto, Tiago T. Primo
An architecture and algorithm for context-aware resource allocation for digital teaching platforms. IBM J. Res. Dev. 59 (6) (2015)
Marcos Dias de Assunção, Rodrigo N. Calheiros, Silvia Bianchi, Marco A. S. Netto, Rajkumar Buyya
Big Data computing and clouds: Trends and future directions. J. Parallel Distributed Comput. (2015)
Marcos Dias de Assunção
Enhanced Red-Black-Tree Data Structure for Facilitating the Scheduling of Reservations. CoRR (2015)
François Rossigneux, Laurent Lefèvre, Jean-Patrick Gelas, Marcos Dias de Assunção
A Generic and Extensible Framework for Monitoring Energy Consumption of OpenStack Clouds. BDCloud (2014)
François Rossigneux, Jean-Patrick Gelas, Laurent Lefèvre, Marcos Dias de Assunção
A Generic and Extensible Framework for Monitoring Energy Consumption of OpenStack Clouds. CoRR (2014)
Marcos Dias de Assunção, Rodrigo N. Calheiros, Silvia Bianchi, Marco Aurélio Stelmar Netto, Rajkumar Buyya
Big Data Computing and Clouds: Challenges, Solutions, and Future Directions. CoRR (2013)
Carlos Cardonha, Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Renato Luiz de Freitas Cunha, Carlos Queiroz
Patience-Aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom. ICSOC (2013)
Carlos Cardonha, Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Renato Luiz de Freitas Cunha, Carlos Queiroz
Patience-aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom. CoRR (2013)
Anne-Cécile Orgerie, Marcos Dias de Assunção, Laurent Lefèvre
A survey on techniques for improving the energy efficiency of large-scale distributed systems. ACM Comput. Surv. 46 (4) (2013)
Marco Aurélio Stelmar Netto, Marcos Dias de Assunção
When cloud virtual machine images need to be updated. IM (2013)
Marco Aurélio Stelmar Netto, Marcos Dias de Assunção
Software bundling selection for Cloud virtual machine images. IM (2013)
Fernando Luiz Koch, Marcos Dias de Assunção, Marco Aurélio Stelmar Netto
A Cost Analysis of Cloud Computing for Education. GECON (2012)
Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Brian Peterson, Lakshminarayanan Renganarayana, John J. Rofrano, Chris Ward, Chris Young
CloudAffinity: A framework for matching servers to cloudmates. NOMS (2012)
Marcos Dias de Assunção, Victor F. Cavalcante, Maíra A. de C. Gatti, Marco Aurélio Stelmar Netto, Claudio S. Pinhanez, Cleidson R. B. de Souza
Scheduling with preemption for incident management: when interrupting tasks is not such a bad idea. WSC (2012)
Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Fernando Luiz Koch, Silvia Bianchi
Context-Aware Job Scheduling for Cloud Computing Environments. UCC (2012)
Marcos Dias de Assunção, Laurent Lefèvre
State of the Art on Technology and Practices for Improving the Energy Efficiency of Data Storage. Adv. Comput. 87 (2012)
Marcos Dias de Assunção, Anne-Cécile Orgerie, Laurent Lefèvre
An Analysis of Power Consumption Logs from a Monitored Grid Site. GreenCom/CPSCom (2010)
Georges Da Costa, Marcos Dias de Assunção, Jean-Patrick Gelas, Yiannis Georgiou, Laurent Lefèvre, Anne-Cécile Orgerie, Jean-Marc Pierson, Olivier Richard, Amal Sayah
Multi-facet approach to reduce energy consumption in clouds and grids: the GREEN-NET framework. e-Energy (2010)
Marcos Dias de Assunção, Alexandre di Costanzo, Rajkumar Buyya
A cost-benefit analysis of using cloud computing to extend the capacity of clusters. Clust. Comput. 13 (3) (2010)
Alexandre di Costanzo, Marcos Dias de Assunção, Rajkumar Buyya
Harnessing Cloud Technologies for a Virtualized Distributed Computing Infrastructure. IEEE Internet Comput. 13 (5) (2009)
Marcos Dias de Assunção, Alexandre di Costanzo, Rajkumar Buyya
Evaluating the cost-benefit of using cloud computing to extend the capacity of clusters. HPDC (2009)
Marcos Dias de Assunção, Rajkumar Buyya
Performance analysis of allocation policies for interGrid resource provisioning. Inf. Softw. Technol. 51 (1) (2009)
Marcos Dias de Assunção, Rajkumar Buyya
A Cost-Aware Resource Exchange Mechanism for Load Management across Grids. ICPADS (2008)
Marcos Dias de Assunção, Rajkumar Buyya
Performance Analysis of Multiple Site Resource Provisioning: Effects of the Precision of Availability Information. HiPC (2008)
Marcos Dias de Assunção, Rajkumar Buyya, Srikumar Venugopal
InterGrid: a case for internetworking islands of Grids. Concurr. Comput. Pract. Exp. 20 (8) (2008)
Marcos Dias de Assunção, Werner Streitberger, Torsten Eymann, Rajkumar Buyya
Enabling the Simulation of Service-Oriented Computing and Provisioning Policies for Autonomic Utility Grids. GECON (2007)
Paulo F. Silva, Carlos Becker Westphall, Carla Merkle Westphall, Marcos Dias de Assunção
Design and Evaluation of a Grid Computing Based Architecture for Integrating Heterogeneous IDSs. GLOBECOM (2007)
Chee Shin Yeo, Marcos Dias de Assunção, Jia Yu, Anthony Sulistio, Srikumar Venugopal, Martin Placek, Rajkumar Buyya
Utility Computing and Global Grids CoRR (2006)
Fabio Navarro, Alexandre Schulter, Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Becker Westphall
Towards a Middleware for Mobile Grids. NOMS (2006)
Fabio Navarro, Alexandre Schulter, Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Becker Westphall
Grid Middleware for Mobile Decision Support Systems. ICN/ICONS/MCL (2006)
Carlos Oberdan Rolim, Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Becker Westphall
Towards a Grid of Sensors for Telemedicine. CBMS (2006)
Paulo F. Silva, Carlos Becker Westphall, Carla Merkle Westphall, Marcos Dias de Assunção
Composition of a DIDS by integrating heterogeneous IDSs on grids. MGC@Middleware (2006)
Marcos Dias de Assunção, Krishna Nadiminti, Srikumar Venugopal, Tianchi Ma, Rajkumar Buyya
An Integration of Global and Enterprise Grid Computing: Gridbus Broker and Xgrid Perspective. GCC (2005)
Fernando Luiz Koch, Carlos Becker Westphall, Marcos Dias de Assunção, Edison Xavier
Distributed Artificial Intelligence for Network Management Systems ? New Approaches. SAPIR (2004)
Marcos Dias de Assunção, Fernando Luiz Koch, Carlos Becker Westphall
Grids of agents for computer and telecommunication network management. Concurr. Pract. Exp. 16 (5) (2004)
Marcos Dias de Assunção, Carlos Becker Westphall, Fernando Luiz Koch
Grids of Agents for Computer and Telecommunication Network Management. Middleware Workshops (2003)