Mats Brorsson

According to our database, Mats Brorsson authored at least 65 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Augmenting Bankruptcy Prediction using Reported Behavior of Corporate Restructuring.

Xinlin Wang, Mats Brorsson

CoRR, 2024

2023

A Cloud-Edge Continuum Experimental Methodology Applied to a 5G Core Study.

Samuel Rac, Rajarshi Sanyal, Mats Brorsson

CoRR, 2023

Performance Analysis and Benchmarking of a Temperature Downscaling Deep Learning Model.

Karthick Panner Selvam, Mats Brorsson

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

Cost-Effective Scheduling for Kubernetes in the Edge-to-Cloud Continuum.

Samuel Rac, Mats Brorsson

Proceedings of the IEEE International Conference on Cloud Engineering, 2023

DIPPM: A Deep Learning Inference Performance Predictive Model Using Graph Neural Networks.

Karthick Panner Selvam, Mats Brorsson

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

2022

Auto-clustering of Financial Reports Based on Formatting Style and Author's Fingerprint.

Braulio C. Blanco Lambruschini, Mats Brorsson, Maciej Zurad

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Performance Modeling of Weather Forecast Machine Learning for Efficient HPC.

Karthick Panner Selvam, Mats Brorsson

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

At the Edge of a Seamless Cloud Experience.

Samuel Rac, Mats Brorsson

CoRR, 2021

An ASIC Implementation and Evaluation of a Profiled Low-Energy Instruction Set Architecture Extension.

Bobby Sleeba, Mikael Collin, Mats Brorsson

CoRR, 2021

2020

Message from Program Co-Chairs: PDP 2020.

Masoud Daneshtalab, Mats Brorsson

Proceedings of the 28th Euromicro International Conference on Parallel, 2020

2019

Regression-Based Prediction for Task-Based Program Performance.

Isil Öz, Muhammad Khurram Bhatti, Konstantin Popov, Mats Brorsson

J. Circuits Syst. Comput., 2019

Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents.

Manxing Du, Alexander I. Cowen-Rivers, Ying Wen, Phu Sakulwongtana, Jun Wang, Mats Brorsson, Radu State

CoRR, 2019

Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation.

Manxing Du, Alexander I. Cowen-Rivers, Ying Wen, Phu Sakulwongtana, Jun Wang, Mats Brorsson, Radu State

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

time series modelling of market price in real-time bidding.

Manxing Du, Christian A. Hammerschmidt, Georgios Varisteas, Radu State, Mats Brorsson, Zhu Zhang

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

Locality-aware task scheduling for homogeneous parallel computing systems.

Muhammad Khurram Bhatti, Isil Öz, Sarah Amin, Maria Mushtaq, Umer Farooq, Konstantin Popov, Mats Brorsson

Computing, 2018

2017

Identifying the potential of Near Data Computing for Apache Spark.

Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguadé

CoRR, 2017

Identifying the potential of near data processing for apache spark.

Ahsan Javed Awan, Moriyoshi Ohara, Eduard Ayguadé, Kazuaki Ishizaki, Mats Brorsson, Vladimir Vlassov

Proceedings of the International Symposium on Memory Systems, 2017

Improving Real-Time Bidding Using a Constrained Markov Decision Process.

Manxing Du, Redouane Sassioui, Georgios Varisteas, Radu State, Mats Brorsson, Omar Cherkaoui

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

Architectural Impact on Performance of In-memory Data Analytics: Apache Spark Case Study.

Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguadé

CoRR, 2016

Palirria: accurate on-line parallelism estimation for adaptive work-stealing.

Georgios Varisteas, Mats Brorsson

Concurr. Comput. Pract. Exp., 2016

Empowering OpenMP with automatically generated hardware.

Artur Podobas, Mats Brorsson

Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016

Grain graphs: OpenMP performance analysis made easy.

Ananya Muddukrishna, Peter A. Jonsson, Artur Podobas, Mats Brorsson

Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016

Micro-Architectural Characterization of Apache Spark on Batch and Stream Processing Workloads.

Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguadé

Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

Behavior profiling for mobile advertising.

Manxing Du, Radu State, Mats Brorsson, Tigran Avanesov

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

Node architecture implications for in-memory data analytics on scale-in clusters.

Ahsan Javed Awan, Vladimir Vlassov, Mats Brorsson, Eduard Ayguadé

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

2015

Locality-Aware Task Scheduling and Data Distribution for OpenMP Programs on NUMA Systems and Manycore Processors.

Ananya Muddukrishna, Peter A. Jonsson, Mats Brorsson

Sci. Program., 2015

A comparative performance study of common and popular task-centric programming frameworks.

Artur Podobas, Mats Brorsson, Karl-Filip Faxén

Concurr. Comput. Pract. Exp., 2015

Green-CM: Energy Efficient Contention Management for Transactional Memory.

Shady Issa, Paolo Romano, Mats Brorsson

Proceedings of the 44th International Conference on Parallel Processing, 2015

How Data Volume Affects Spark Based Data Analytics on a Scale-up Server.

Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguadé

Proceedings of the Big Data Benchmarks, Performance Optimization, and Emerging Hardware, 2015

Performance Characterization of In-Memory Data Analytics on a Modern Cloud Server.

Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguadé

Proceedings of the Fifth IEEE International Conference on Big Data and Cloud Computing, 2015

2014

TurboBŁYSK: Scheduling for Improved Data-Driven Task Performance with Fast Dependency Resolution.

Artur Podobas, Mats Brorsson, Vladimir Vlassov

Proceedings of the Using and Improving OpenMP for Devices, Tasks, and More, 2014

Noodle: A Heuristic Algorithm for Task Scheduling in MPSoC Architectures.

Muhammad Khurram Bhatti, Isil Öz, Ananya Muddukrishna, Konstantin Popov, Mats Brorsson

Proceedings of the 17th Euromicro Conference on Digital System Design, 2014

2013

Locality-Aware Task Scheduling and Data Distribution on NUMA Systems.

Ananya Muddukrishna, Peter A. Jonsson, Vladimir Vlassov, Mats Brorsson

Proceedings of the OpenMP in the Era of Low Power Devices and Accelerators, 2013

2012

Introducing Task Cancellation to OpenMP.

Oussama Tahan, Mats Brorsson, Mohamed Shawky

Proceedings of the OpenMP in a Heterogeneous World - 8th International Workshop on OpenMP, 2012

Exploring Heterogeneous Scheduling Using the Task-Centric Programming Model.

Artur Podobas, Mats Brorsson, Vladimir Vlassov

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

Task Scheduling on Manycore Processors with Home Caches.

Ananya Muddukrishna, Artur Podobas, Mats Brorsson, Vladimir Vlassov

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

2011

A performance and energy exploration of dictionary code compression architectures.

Mikael Collin, Mats Brorsson, Johnny Öberg

Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

2009

Two-Level Dictionary Code Compression: A New Scheme to Improve Instruction Code Density of Embedded Applications.

Mikael Collin, Mats Brorsson

Proceedings of the CGO 2009, 2009

2008

Scalable directory architecture for distributed shared memory chip multiprocessors.

Huan Fang, Mats Brorsson

SIGARCH Comput. Archit. News, 2008

A study on periodic shutdown for adaptive CMPs in handheld devices.

Mladen Nikitovic, Thomas De Schampheleire, Mats Brorsson

Proceedings of the 13th Asia-Pacific Computer Systems Architecture Conference, 2008

Improving code density of embedded software using a 2-level dictionary code compression architecture.

Mikael Collin, Mats Brorsson

Proceedings of the 13th Asia-Pacific Computer Systems Architecture Conference, 2008

2006

Adaptive and flexible dictionary code compression for embedded applications.

Mats Brorsson, Mikael Collin

Proceedings of the 2006 International Conference on Compilers, 2006

2004

A Multiprogrammed Workload Model for Energy and Performance Estimation of Adaptive Chip-Multiprocessors.

Mladen Nikitovic, Mats Brorsson

Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

A Low Power Strategy for Future Mobile Terminals.

Mladen Nikitovic, Mats Brorsson

Proceedings of the 2004 Design, 2004

2003

Priority Based Messaging for Software Distributed Shared Memory.

Sven Karlsson, Mats Brorsson

Clust. Comput., 2003

2002

MipsIt: a simulation and development environment using animation for computer architecture education.

Mats Brorsson

Proceedings of the 2002 workshop on Computer architecture education, 2002

Memory Utilization in Software DSM for Embedded Systems.

Nguyen-Thai Nguyen-Phan, Mats Brorsson

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

A Fully Compliant OpenMP Implementationon Software Distributed Shared Memory.

Sven Karlsson, Sung-Woo Lee, Mats Brorsson

Proceedings of the High Performance Computing, 2002

An adaptive chip-multiprocessor architecture for future mobile terminals.

Mladen Nikitovic, Mats Brorsson

Proceedings of the International Conference on Compilers, 2002

2000

OdinMP/CCp - a portable implementation of OpenMP for C.

Christian Brunschen, Mats Brorsson

Concurr. Pract. Exp., 2000

Special Issue: EWOMP'99 - First European Workshop on OpenMP.

Mats Brorsson, Barbara M. Chapman

Concurr. Pract. Exp., 2000

1999

Performance Tuning Software DSM Applications using Visualisation.

Mats Brorsson, Martin Kral

J. Supercomput., 1999

Producer-Push - A Protocol Enhancement to Page-Based Software Distributed Shared Memory Systems.

Sven Karlsson, Mats Brorsson

Proceedings of the International Conference on Parallel Processing 1999, 1999

Programming Effort vs. Performance with a Hybrid Programming Model for Distributed Memory Parallel Architectures.

Andreas Rodman, Mats Brorsson

Proceedings of the Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference, Toulouse, France, August 31, 1999

1998

Visualization for Performance Tuning of DVSM System Applications on Networks of Workstations.

Mats Brorsson, Martin Kral

Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

A Comparative Characterization of Communication Patterns in Applications Using MPI and Shared Memory on an IBM SP2.

Sven Karlsson, Mats Brorsson

Proceedings of the Network-Based Parallel Computing: Communication, 1998

1997

Predicting the Performance of Distributed Virtual Shared-Memory Applications.

Eric W. Parsons, Mats Brorsson, Kenneth C. Sevcik

IBM Syst. J., 1997

Boosting the Performance of Shared Memory Multiprocessors.

Per Stenström, Mats Brorsson, Fredrik Dahlgren, Håkan Grahn, Michel Dubois

Computer, 1997

1996

Characterising and Modelling Shared Memory Accesses in Multiprocessor Programs.

Mats Brorsson, Per Stenström

Parallel Comput., 1996

A Model or Parallel Simulation of Distributed Shared Memory.

Luis Barriga, Mats Brorsson, Rassul Ayani

Proceedings of the MASCOTS '96, 1996

1995

SM-prof: A Tool to Visualise and Find Cache Coherence Performance Bottlenecks in Multiprocessor Programs.

Mats Brorsson

Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1995

1994

Modelling accesses to migratory and producer-consumer characterised data in a shared memory multiprocessor.

Mats Brorsson, Per Stenström

Proceedings of the Sixth IEEE Symposium on Parallel and Distributed Processing, 1994

1993

An Adaptive Cache Coherence Protocol Optimized for Migratory Sharing.

Per Stenström, Mats Brorsson, Lars Sandberg

Proceedings of the 20th Annual International Symposium on Computer Architecture, 1993

The Cachemire Test Bench A Flexible And Effective Approach For Simulation Of Multiprocessors.

Mats Brorsson, Fredrik Dahlgren, Håkan Nilsson, Per Stenström

Proceedings of the Proceedings 26th Annual Simulation Symposium, ANSS 1993, 1993

1991

Local vs. global memory in the IBM RP3: experiments and performance modelling.

Mats Brorsson

Proceedings of the Third IEEE Symposium on Parallel and Distributed Processing, 1991