Scheduling in autonomic clouds

• Grant number: 15/16332-8
• Support Opportunities: Scholarships abroad - Research
• Start date: February 15, 2016
• End date: February 14, 2017
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Principal Investigator: Luiz Fernando Bittencourt
• Grantee: Luiz Fernando Bittencourt
• Host Investigator: Manish Parashar
• Host Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• Institution abroad: Rutgers The State University of New Jersey, New Brunswick, United States

Abstract

This project proposes the study, design, and evaluation of mechanisms to schedule applications within the context of an autonomic cloud management architecture, namely CometCloud. The aim is to model the scheduling problem in this dynamically changing environment in order to achieve the desired performance with low execution costs without user intervention. In order to achieve this objective, this proposal involves the development of scheduling algorithms that can handle an ever-changing set of applications and demands, whose decision-making output has the support of CometCloud mechanisms for leasing and releasing computational resources from public clouds to provide elasticity according to the scheduler's decision. The proposed research project will be developed in the year of 2016 at the Department of Computer Science in Rutgers, The State University of New Jersey, USA, under the supervision of Professor Manish Parashar. This project will be developed in collaboration with Professor Omer Rana, from the Cardiff University, UK. (AU)

Scientific publications

(6)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

GRANJA, ELIAS DE O., JR.; BITTENCOURT, LUIZ F.; PETRI, IOAN; RANA, OMER F.; MELO, CESAR A. V.; FOSTER, I; RADIA, N. Managing QoS Constraints in a P2P-Cloud Video on Demand System. PROCEEDINGS OF 2016 IEEE 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), v. N/A, p. 4-pg., 2016-01-01. (15/16332-8)

BITTENCOURT, LUIZ; IMMICH, ROGER; SAKELLARIOU, RIZOS; FONSECA, NELSON; MADEIRA, EDMUNDO; CURADO, MARILIA; VILLAS, LEANDRO; DASILVA, LUIZ; LEE, CRAIG; RANA, OMER. The Internet of Things, Fog and Cloud continuum: Integration and challenges. INTERNET OF THINGS, v. 3-4, p. 22-pg., 2018-10-01. (18/02204-6, 15/24494-8, 15/16332-8)

PULIAFITO, CARLO; GONCALVES, DIOGO M.; LOPES, MARCIO M.; MARTINS, LEONARDO L.; MADEIRA, EDMUNDO; MINGOZZI, ENZO; RANA, OMER; BITTENCOURT, LUIZ F.. MobFogSim: Simulation of mobility and migration for fog computing. SIMULATION MODELLING PRACTICE AND THEORY, v. 101, MAY 2020. (15/24485-9, 14/50937-1, 15/16332-8)

BITTENCOURT, LUIZ F.; GOLDMAN, ALFREDO; MADEIRA, EDMUNDO R. M.; DA FONSECA, NELSON L. S.; SAKELLARIOU, RIZOS. Scheduling in distributed systems: A cloud computing perspective. COMPUTER SCIENCE REVIEW, v. 30, p. 31-54, NOV 2018. (09/15008-1, 15/16332-8)

BITTENCOURT, LUIZ F.; DIAZ-MONTES, JAVIER; BUYYA, RAJKUMAR; RANA, OMER F.; PARASHAR, MANISH. Mobility-Aware Application Scheduling in Fog Computing. IEEE CLOUD COMPUTING, v. 4, n. 2, p. 26-35, MAR-APR 2017. (15/16332-8)

TOLOSANA-CALASANZ, RAFAEL; DIAZ-MONTES, JAVIER; BITTENCOURT, LUIZ F.; RANA, OMER; PARASHAR, MANISH; IEEE. Capacity Management for Streaming Applications over Cloud Infrastructures with Micro Billing Models. 2016 IEEE/ACM 9TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC), v. N/A, p. 6-pg., 2016-01-01. (15/16332-8)