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Alexandre Sztajnberg

dblp:92/4374 · DBLP profile ↗
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6ranked-venue papers
1as first author
1since 2021 · last 2022
0000-0003-2018-6386ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Software engineering, systems software and programming languages · 3 · 1 first-authorArtificial intelligence and machine learning · 1 · 1 since 2021Systems, architecture and hardware · 1Computer networks · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
1 paper
GPUs and heterogeneous computing · 56% Distributed systems · 44%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
GPUs and heterogeneous computing › multi-GPU computing
distributed GPU computing
0.212016
Transparent and Optimized Distributed Processing on GPUs · IEEE Trans. Parallel Distributed Syst. 2016
Distributed systems
middleware
0.212016
Transparent and Optimized Distributed Processing on GPUs · IEEE Trans. Parallel Distributed Syst. 2016
GPUs and heterogeneous computing › heterogeneous programming models
OpenCL
0.112016
Transparent and Optimized Distributed Processing on GPUs · IEEE Trans. Parallel Distributed Syst. 2016

Methods — techniques the papers use, named apart from their topics

network optimization · 0.2batching · 0.2asynchronous communication · 0.2
YearPublicationVenuePosition
2022 POSIMNET-R: An immunologic resilient approach to position routers in Industrial Wireless Sensor Networks
Carlos Augusto Ribeiro Soares, Rodrigo De Souza Couto, Alexandre Sztajnberg, Jorge Luís Machado do Amaral
Expert Syst. Appl.3
2018 Transparent standby for low-Power, resource-constrained embedded systems: a programming language-based approach (short WIP paper)
abstract
Standby efficiency for connected devices is one of the priorities of the G20’s Energy Efficiency Action Plan. We propose transparent programming language mechanisms to enforce that applications remain in the deepest standby modes for the longest periods of time. We extend the programming language Céu with support for interrupt service routines and with a simple power management runtime. Based on these primitives, we also provide device drivers that allow applications to take advantage of standby automatically. Our approach relies on the synchronous semantics of the language which guarantees that reactions to the environment always reach an idle state amenable to standby. In addition, in order to lower the programming barrier of adoption, we show that programs in Céu can keep a sequential syntactic structure, even when applications require non-trivial concurrent behavior.
Francisco Sant'Anna, Alexandre Sztajnberg, Ana Lúcia de Moura, Noemi Rodrigues
LCTES2
2016 Transparent and Optimized Distributed Processing on GPUs
abstract
DistributedCL is a middleware which enables transparent parallel processing on distributed GPUs. With the support of the DistributedCL middleware an application designed to use the OpenCL API can run in a distributed manner and transparently use remote GPUs without having to change or rebuild the code. The proposed architecture for the DistributedCL middleware is modular, with well-defined layers. A prototype was built according to the architecture, which considered various optimization points, including sending data in batches, network asynchronous communication and asynchronous request to the OpenCL API. The prototype was evaluated using available benchmarks and a specific benchmark, the CLBench, was developed to facilitate the evaluations according to the amount of processed data. The prototype presented good performance, higher when compared to similar proposals, which also consider transparent use of remote GPUs. The data size to be transmitted over the network was the major limiting factor.
Andre Luiz Rocha Tupinamba, Alexandre Sztajnberg
IEEE Trans. Parallel Distributed Syst.2
2015 Improving peer neighborhood on P2P video distribution networks using Push/Pull protocol
Felipe Prado, Flávia M. de Lima, Marcelo G. Rubinstein, Alexandre Sztajnberg
Comput. Commun.5
2013 Virtualized Web server cluster self-configuration to optimize resource and power use
André Felipe Almeida Monteiro, Marcus Vinicius Azevedo, Alexandre Sztajnberg
J. Syst. Softw.3
2011 An integration experience of a software architecture and a monitoring infrastructure to deploy applications with non-functional requirements in computing grids
abstract
Abstract Resource management is an important aspect to consider regarding applications that might have different non‐functional or operational requirements, when running in distributed and heterogeneous environments. In this context, it is necessary to provide the means to specify the required resource constraints and an infrastructure that can adapt the applications in light of the changes in resource availability. We adopted a contract‐based approach to describe and maintain parallel applications that have non‐functional requirements in a Computing Grid context, called ZeliGrid. To form the supporting infrastructure we have designed a software architecture that integrates some of the Globus services, the LDAP and the NWS monitoring services. Some modules that map the contract approach into software artifacts were also integrated to this architecture. This paper addresses the architecture and integration issues of our approach, as well as how we put the pieces together highlighting deployment and implementation details, which have to consider diverse aspects such as monitoring, security and dynamic reconfiguration. Copyright © 2010 John Wiley & Sons, Ltd.
Alexandre Sztajnberg, Rodrigo Souza Granja, Jeane Cesário, André Felipe Almeida Monteiro
Softw. Pract. Exp.1