Publications

Legend: Conference/Workshop Journal arXiv/Other

2025

  1. FPGA innovation research in the Netherlands: present landscape and future outlook
    Nikolaos Alachiotis, Sjoerd Belt, Steven Vlugt, and 10 more authors
    Frontiers in High Performance Computing, 2025
  2. ICSA25
    How Does Microservice Granularity Impact Energy Consumption and Performance? A Controlled Experiment
    Yiming Zhao, Tiziano De Matteis, and Justus Bogner
    In 2025 IEEE 22nd International Conference on Software Architecture (ICSA) , 2025
  3. Productivity, Portability, Performance, and Reproducibility: Data-Centric Python
    Alexandros Nikolaos Ziogas, Timo Schneider, Tal Ben-Nun, and 5 more authors
    IEEE Transactions on Parallel and Distributed Systems, 2025
  4. CHEOPS25
    An I/O Characterizing Study of Offloading LLM Models and KV Caches to NVMe SSD
    Zebin Ren, Krijn Doekemeijer, Tiziano De Matteis, and 3 more authors
    In Proceedings of the 5th Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems, Rotterdam, Netherlands, 2025
  5. RADiCe: A Risk Analysis Framework for Data Centers
    Fabian Mastenbroek, Tiziano De Matteis, Vincent van Beek, and 1 more author
    Future Generation Computer Systems, 2025
  6. Comparing Parallel Functional Array Languages: Programming and Performance
    David Balen, Tiziano De Matteis, Clemens Glerks, and 12 more authors
    2025
    (Authors are in alphabetical order)

2024

  1. Developing a BLAS library for the AMD AI Engine
    Tristan Laan and Tiziano De Matteis
    2024
  2. SC24
    Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects
    Daniele De Sensi, Lorenzo Pichetti, Flavio Vella, and 11 more authors
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC’24), Nov 2024
  3. HotCloudPerf24
    FootPrinter: Quantifying Data Center Carbon Footprint
    Dante Niewenhuis, Sacheendra Talluri, Alexandru Iosup, and 1 more author
    In Companion of the 15th ACM/SPEC International Conference on Performance Engineering, London, United Kingdom, Nov 2024
  4. ICPE24
    The Cost of Simplicity: Understanding Datacenter Scheduler Programming Abstractions
    Aratz Manterola Lasa, Sacheendra Talluri, Tiziano De Matteis, and 1 more author
    In 15th ACM/SPEC International Conference on Performance Engineering (ICPE’24), Nov 2024
  5. ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing
    Sacheendra Talluri, Nikolas Herbst, Cristina Abad, and 2 more authors
    Future Generation Computer Systems, Nov 2024

2023

  1. HPDC23
    Streaming Task Graph Scheduling for Dataflow Architectures
    Tiziano De Matteis, Lukas Gianinazzi, Johannes Fine Licht, and 1 more author
    In Proceedings of the 32th International Symposium on High-Performance Parallel and Distributed Computing (HPDC’23), Orlando, FL, USA, Jun 2023

2022

  1. SIGMETRICS23
    Noise in the Clouds: Influence of Network Performance Variability on Application Scalability
    Daniele De Sensi, Tiziano De Matteis, Konstantin Taranov, and 3 more authors
    Proc. ACM Meas. Anal. Comput. Syst., New York, NY, USA, Dec 2022
  2. Python FPGA Programming with Data-Centric Multi-Level Design
    Johannes Fine Licht, Tiziano De Matteis, Tal Ben-Nun, and 5 more authors
    Dec 2022
  3. ICCAD22
    Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping
    Carl-Johannes Johnsen, Tiziano De Matteis, Tal Ben-Nun, and 2 more authors
    In Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, San Diego, California, Oct 2022

2021

  1. SC21
    Productivity, portability, performance: data-centric Python
    Alexandros Nikolaos Ziogas, Timo Schneider, Tal Ben-Nun, and 5 more authors
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis, Missouri, Oct 2021
  2. CGO21
    StencilFlow: mapping large stencil programs to distributed spatial computing systems
    Johannes Fine Licht, Andreas Kuster, Tiziano De Matteis, and 3 more authors
    In Proceedings of the 2021 IEEE/ACM International Symposium on Code Generation and Optimization, Virtual Event, Republic of Korea, Oct 2021

2020

  1. SC20
    fBLAS: streaming linear algebra on FPGA
    Tiziano De Matteis, Johannes Fine Licht, and Torsten Hoefler
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, Atlanta, Georgia, Oct 2020

2019

  1. SC19
    Streaming message interface: high-performance distributed memory programming on reconfigurable hardware
    Tiziano De Matteis, Johannes Fine Licht, Jakub Beránek, and 1 more author
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, Denver, Colorado, Oct 2019
  2. GASSER: An Auto-Tunable System for General Sliding-Window Streaming Operators on GPUs
    Tiziano De Matteis, Gabriele Mencagli, Daniele De Sensi, and 2 more authors
    IEEE Access, Apr 2019

2018

  1. KDD18
    D2K: Scalable Community Detection in Massive Networks via Small-Diameter k-Plexes
    Alessio Conte, Tiziano De Matteis, Daniele De Sensi, and 3 more authors
    In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, London, United Kingdom, Apr 2018
  2. Simplifying self-adaptive and power-aware computing with Nornir
    Daniele De Sensi, Tiziano De Matteis, and Marco Danelutto
    Future Generation Computer Systems, Apr 2018
  3. PDP18
    Reducing Message Latency and CPU Utilization in the CAF Actor Framework
    Massimo Torquati, Tullio Menga, Tiziano De Matteis, and 2 more authors
    In Proceedings of the 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018, Cambridge, United Kingdom, Apr 2018

2017

  1. SAC17
    P^3ARSEC: Towards Parallel Patterns Benchmarking
    Marco Danelutto, Tiziano De Matteis, Daniele De Sensi, and 2 more authors
    In Proceedings of the 32nd Annual ACM Symposium on Applied Computing, Marrakesh, Morocco, Apr 2017
  2. PDP17
    Elastic Scaling for Distributed Latency-sensitive Data Stream Operators
    Tiziano De Matteis and Gabriele Mencagli
    In Proceedings of the 25th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2017, St. Petersburg, Russia, Apr 2017
  3. JSS
    Proactive elasticity and energy awareness in data stream processing
    Tiziano De Matteis and Gabriele Mencagli
    Journal of Systems and Software , Apr 2017
  4. Parallel Patterns for Window-Based Stateful Operators on Data Streams: An Algorithmic Skeleton Approach
    Tiziano De Matteis and Gabriele Mencagli
    International Journal of Parallel Programming, Apr 2017
  5. The RePhrase Extended Pattern Set for Data Intensive Parallel Computing
    Marco Danelutto, Tiziano De Matteis, Daniele De Sensi, and 4 more authors
    International Journal of Parallel Programming, Nov 2017
  6. Bringing Parallel Patterns Out of the Corner: The P^3ARSEC Benchmark Suite
    Daniele De Sensi, Tiziano De Matteis, Massimo Torquati, and 2 more authors
    ACM Trans. Archit. Code Optim., Oct 2017
  7. AUTODASP17
    Nornir: A Customisable Framework for Autonomic and Power-Aware Applications
    Daniele De Sensi, Tiziano De Matteis, and Marco Danelutto
    In Euro-Par 2017 Workshops, Proc. of the Auto-DaSP Workshop, Oct 2017
  8. JS
    On dynamic memory allocation in sliding-window parallel patterns for streaming analytics
    Massimo Torquati, Gabriele Mencagli, Maurizio Drocco, and 3 more authors
    The Journal of Supercomputing, Sep 2017
  9. Parallel Continuous Preference Queries over Out-of-Order and Bursty Data Streams
    Gabriele Mencagli, Massimo Torquati, Marco Danelutto, and 1 more author
    IEEE Transactions on Parallel and Distributed Systems, Sep 2017

2016

  1. SEPS16
    A Divide-and-conquer Parallel Pattern Implementation for Multicores
    Marco Danelutto, Tiziano De Matteis, Gabriele Mencagli, and 1 more author
    In Proceedings of the 3rd International Workshop on Software Engineering for Parallel Systems, Amsterdam, Netherlands, Sep 2016
  2. JS
    Data stream processing via code annotations
    Marco Danelutto, Tiziano De Matteis, Gabriele Mencagli, and 1 more author
    The Journal of Supercomputing, Sep 2016
  3. Continuous Skyline Queries on Multicore Architectures
    Tiziano De Matteis, Salvatore Di Girolamo, and Gabriele Mencagli
    Concurrency and Computation: Practice and Experience, Sep 2016
  4. PPoPP16
    Keep Calm and React with Foresight: Strategies for Low-Latency and Energy-Efficient Elastic Data Stream Processing
    Tiziano De Matteis and Gabriele Mencagli
    In Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), Barcelona, Spain, Sep 2016
  5. PhD Thesis
    Parallel Patterns for Adaptive Data Stream Processing
    Tiziano De Matteis
    University of Pisa, Sep 2016

2015

  1. EUROPAR15
    A Multicore Parallelization of Continuous Skyline Queries on Data Streams
    Tiziano De Matteis, Salvatore Di Girolamo, and Gabriele Mencagli
    In Proceedings of the 2015 International Conference on Parallel Processing (Euro-Par), Sep 2015

2014

  1. PDP14
    Optimizing Message-Passing on Multicore Architectures Using Hardware Multi-threading
    Daniele Buono, Tiziano De Matteis, Gabriele Mencagli, and 1 more author
    In Parallel, Distributed and Network-Based Processing (PDP), 2014 22nd Euromicro International Conference on, Sep 2014
  2. ISPA14
    A High-Throughput and Low-Latency Parallelization of Window-based Stream Joins on Multicores
    Daniele Buono, Tiziano De Matteis, and Gabriele Mencagli
    In 12th IEEE International Symposium on Parallel and Distributed Processing with Applications, Sep 2014
  3. HPCS14
    Autonomic parallel Data Stream Processing
    Tiziano De Matteis
    In High Performance Computing Simulation (HPCS), 2014 International Conference on, Jul 2014
  4. PDCN14
    A Lightweight Run-Time Support for Fast Dense Linear Algebra on Multi-Core
    Daniele Buono, Marco Danelutto, Tiziano De Matteis, and 2 more authors
    In Proceedings of 12th IASTED International Conference on Parallel and Distributed Computing and Networks, Jul 2014

2013

  1. PDCN13
    Evaluation of Architectural Supports for Fine-Grained Synchronization Mechanisms
    Tiziano De Matteis, Fabio Luporini, Gabriele Mencagli, and 1 more author
    In Proceedings of the 11th IASTED International Conference on Parallel and Distributed Computing and Networks, Jul 2013