Marina Papatriantafilou

Associate professor in the Computer and Network Systems division, Department of Computer Science and Engineering,

ptrianta@chalmers.se +46317725413 Find me http://orcid.org/0000-0001-9094-8871

Earlier with the Max-Planck Inst. for Computer Science, Saarbruecken and CWI, Amsterdam, Ph.D. degree from the Computer Science and Informatics Dept., Patras Un.. Member of Network of National Contacts ACM-WE NeNaC.
Research interests: efficient and robust parallel, distributed, stream processing and applications in multiprocessor, multicore and distributed, cyberphysical systems; synchronization, consistency, fault-tolerance.

Teaching
Publications
Collaboration and projects

Latest publications

2022
IP.LSH.DBSCAN: Integrated Parallel Density-Based Clustering through Locality-Sensitive Hashing

Author: Amir Keramatian; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou; Philippas Tsigas

Published: 2022

Published in:

Publication type: Preprint
PARMA-CC: A Family of Parallel Multiphase Approximate Cluster Combining Algorithms

Author: Amir Keramatian; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou; Philippas Tsigas

Published: 2022

Published in:

Publication type: Preprint
The Impact of Synchronization in Parallel Stochastic Gradient Descent

Author: Karl Bäckström; Marina Papatriantafilou; Philippas Tsigas

Published: 2022

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceeding
2021
Lachesis: A Middleware for Customizing OS Scheduling of Stream Processing Queries

Author: Dimitrios Palyvos-Giannas; Gabriele Mencagli; Marina Papatriantafilou; Vincenzo Massimiliano Gulisano

Published: 2021

Published in: Middleware '21: Proceedings of the 22nd International Middleware Conference

Publication type: Paper in proceeding
Time- and Computation-Efficient Data Localization at Vehicular Networks' Edge

Author: Romaric Duvignau; Bastian Havers; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2021

Published in: IEEE Access

Publication type: Journal article
Consistent lock-free parallel stochastic gradient descent for fast and stable convergence

Author: Karl Bäckström; Ivan Walulya; Marina Papatriantafilou; Philippas Tsigas

Published: 2021

Published in: Proceedings - 2021 IEEE 35th International Parallel and Distributed Processing Symposium, IPDPS 2021

Publication type: Paper in proceeding
Benefits of small-size communities for continuous cost-optimization in peer-to-peer energy sharing

Author: Romaric Duvignau; Verena Heinisch; Lisa Göransson; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2021

Published in: Applied Energy

Publication type: Journal article
MAD-C: Multi-stage Approximate Distributed Cluster-combining for obstacle detection and localization

Author: Amir Keramatian; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou; Philippas Tsigas

Published: 2021

Published in: Journal of Parallel and Distributed Computing

Publication type: Journal article
ScaleJoin: a Deterministic, Disjoint-Parallel and Skew-Resilient Stream Join

Author: Vincenzo Massimiliano Gulisano; Ioannis Nikolakopoulos; Marina Papatriantafilou; Philippas Tsigas

Published: 2021

Published in: IEEE Transactions on Big Data

Publication type: Journal article
2020
Ananke: A Streaming Framework for Live Forward Provenance

Author: Dimitrios Palyvos-Giannas; Bastian Havers; Marina Papatriantafilou; Vincenzo Massimiliano Gulisano

Published: 2020

Published in: Proceedings of the VLDB Endowment

Publication type: Journal article
TinTiN: Travelling in time (if necessary) to deal with out-of-order data in streaming aggregation

Author: Joris Van Rooij; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2020

Published in: DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems

Publication type: Paper in proceeding
Intrusion Detection in Industrial Networks via Data Streaming

Author: Ismail Butun; Magnus Almgren; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2020

Published in: Industrial IoT: Challenges, Design Principles, Applications, and Security

Publication type: Book chapter
Industry Paper: On the Performance of Commodity Hardware for Low Latency and Low Jitter Packet Processing

Author: Charalampos Stylianopoulos; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou; Trevor Neish; Linus Gillander; Bengt Johansson; Staffan Bonnier

Published: 2020

Published in: DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems

Publication type: Paper in proceeding
The role of event-time order in data streaming analysis

Author: Vincenzo Gulisano; Dimitrios Palyvos-Giannas; Bastian Havers; Marina Papatriantafilou

Published: 2020

Published in: DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems

Publication type: Paper in proceeding
Small-Scale Communities Are Sufficient for Cost- and Data-Efficient Peer-to-Peer Energy Sharing

Author: Romaric Duvignau; Verena Heinisch; Lisa Göransson; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2020

Published in: e-Energy '20: Proceedings of the Eleventh ACM International Conference on Future Energy Systems

Publication type: Paper in proceeding
Delegation sketch: A parallel design with support for fast and accurate concurrent operations

Author: Charalampos Stylianopoulos; Ivan Walulya; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2020

Published in: Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020

Publication type: Paper in proceeding
DRIVEN: A framework for efficient Data Retrieval and clustering in Vehicular Networks

Author: Bastian Havers; Romaric Duvignau; Hannaneh Najdataei; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou; Ashok Chaitanya Koppisetty

Published: 2020

Published in: Future Generation Computer Systems

Publication type: Journal article
PARMA-CC: Parallel Multiphase Approximate Cluster Combining

Author: Amir Keramatian; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou; Philippas Tsigas

Published: 2020

Published in: ICDCN 2020: Proceedings of the 21st International Conference on Distributed Computing and Networking

Publication type: Paper in proceeding
Multiple pattern matching for network security applications: Acceleration through vectorization (pre-print version)

Author: Charalampos Stylianopoulos; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2020

Published in: Journal of Parallel and Distributed Computing

Publication type: Journal article
BES: Differentially Private Event Aggregation for large-scale IoT-based Systems

Author: Valentin Tudor; Vincenzo Massimiliano Gulisano; Magnus Almgren; Marina Papatriantafilou

Published: 2020

Published in: Future Generation Computer Systems

Publication type: Journal article
2019
Co-Evaluation of Pattern Matching Algorithms on IoT Devices with Embedded GPUs

Author: Charalampos Stylianopoulos; Simon Kindström; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2019

Published in: Proceedings of the 35th Annual Computer Security Applications Conference

Publication type: Paper in proceeding
Demo Abstract: Haren: A Middleware for Ad-Hoc Thread Scheduling Policies in Data Streaming

Author: Dimitrios Palyvos-Giannas; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2019

Published in: Proceedings of the 20th International Middleware Conference Demos and Posters

Publication type: Paper in proceeding
STRETCH: Scalable and elastic deterministic streaming analysis with virtual shared-nothing parallelism

Author: Hannaneh Najdataei; Ioannis Nikolakopoulos; Marina Papatriantafilou; Philippas Tsigas; Vincenzo Massimiliano Gulisano

Published: 2019

Published in: DEBS 2019 - Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems

Publication type: Paper in proceeding
Mimir - Streaming operators classification with artificial neural networks

Author: Victor Gustafsson; Hampus Nilsson; Karl Bäckström; Marina Papatriantafilou; Vincenzo Massimiliano Gulisano

Published: 2019

Published in: DEBS 2019 - Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems

Publication type: Paper in proceeding
MAD-C: Multi-stage Approximate Distributed Cluster-Combining for Obstacle Detection and Localization

Author: Amir Keramatian; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou; Philippas Tsigas; Ioannis Nikolakopoulos

Published: 2019

Published in: Lecture Notes in Computer Science

Publication type: Paper in proceeding

Go to Chalmers publication library

Projects
Start date : 1/1/2020

INDEED: Information and Data-processing in Focus for Energy Efficiency
Start date : 1/1/2020

Scalability and quality control in AM - Big Data and ML in Production
1/1/2018 — 1/1/2023

WASP SAS: Structuring data for continuous processing and ML systems
Closed
1/1/2019 — 12/31/2020

ADAPT: Adaptive DigitAl Power sysTems
9/1/2012 — 12/31/2014

Algorithms for adaptiveness and robustness in electricity networks
12/1/2016 — 12/31/2019

BADA - On-board Off-board Distributed Data Analytics
12/31/2013 — 10/31/2016

Big Data and Internet of Things for the Sustainable Living in the Future City
5/1/2012 — 4/30/2015

CRitical Infrastructure Security AnaLysIS (CRISALIS)
1/1/2015 — 3/31/2016

Examine –Extracting useful information out of data in AMI networking
1/1/2011 — 12/31/2013

Fine-grain synchronization and memory consistency in parallell programming (or Helping programmers...
1/1/2016 — 12/31/2021

Future factories in the Cloud (FiC)
1/1/2018 — 12/31/2019

ICAD: Intention Communication in Automated Driving: What Language Will Automated Vehicles Speak to...
1/1/2016 — 12/31/2020

INDEED
11/1/2017 — 4/30/2021

Integrated cyber-physical solutions for intelligent distribution grid with high penetration of...
7/1/2011 — 6/30/2013

Load Balancing and Clustering in Large-Scale Overlays
1/1/2017 — 12/31/2021

STAMINA - GE
4/4/2016 — 4/6/2020

STAMINA - WASP
1/1/2018 — 12/31/2019

Safety in automated driving (ADS): modelling interaction between road-users and automated vehicles
9/1/2010 — 11/30/2014

Syssec: A European Network of Excellence in Managing Threats and Vulnerabilities in the Future...
7/1/2015 — 6/30/2017

Transforming building energy and resource use on campus

Page manager Published: Wed 15 Dec 2021.

Marina Papatriantafilou

Latest publications

2022

2021

2020

2019

Projects

Closed