Tiziano De Matteis

Assistant Professor

Research Focus
Multiscale Architectures, Post-Moore Architectures, FPGAs

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Publications

• Dante Niewenhuis,
• Sacheendra Talluri,
• Alexandru Iosup,
• Tiziano De Matteis
• (2024)

FootPrinter: Quantifying Data Center Carbon Footprint

HotCloudPerf 2024

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• Aratz Manterola Lasa,
• Sacheendra Talluri,
• Tiziano De Matteis,
• Alexandru Iosup
• (2024)

The Cost of Simplicity: Understanding Datacenter Scheduler Programming Abstractions

15th ACM/SPEC International Conference on Performance Engineering (ICPE'24)

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• Shekhar Suman,
• Xiaoyu Chu,
• Dante Niewenhuis,
• Sacheendra Talluri,
• Tiziano De Matteis,
• Alexandru Iosup
• (2024)

Enabling Operational Data Analytics for Datacenters through Ontologies, Monitoring, and Simulation-based Prediction

The Second Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems (GraphSys 2024)

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• Tiziano De Matteis,
• Lukas Gianinazzi,
• Johannes de Fine Licht,
• Torsten Hoefler
• (2023)

Streaming Task Graph Scheduling for Dataflow Architectures

Proceedings of the 32th International Symposium on High-Performance Parallel and Distributed Computing (HPDC'23)

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• Sacheendra Talluri,
• Nikolas Herbst,
• Cristina L. Abad,
• Tiziano De Matteis,
• Alexandru Iosup
• (2023)

ExDe: Design Space Exploration of Scheduler Architectures and Mechanisms for Serverless Data-processing

FGCS 2023

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• Carl-Johannes Johnsen,
• Tiziano De Matteis,
• Tal Ben-Nun,
• Johannes de Fine Licht,
• Torsten Hoefler
• (2022)

Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping

Proceedings of the International Conference on Computer-Aided Design (ICCAD22)

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• Daniele De Sensi,
• Tiziano De Matteis,
• Konstantin Taranov,
• Salvatore Di Girolamo,
• Tobias Rahn,
• Torsten Hoefler
• (2022)

Noise in the Clouds: Influence of Network Performance Variability on Application Scalability

Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS)

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• Alexandros Nikolaos Ziogas,
• Timo Schneider,
• Tal Ben-Nun,
• Alexandru Calotoiu,
• Tiziano De Matteis,
• Johannes de Fine Licht,
• Luca Lavarini,
• Torsten Hoefler
• (2021)

Productivity, Portability, Performance: Data-Centric Python

Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC21)

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• Johannes de Fine Licht,
• Andreas Kuster,
• Tiziano De Matteis,
• Tal Ben-Nun,
• Dominic Hofer,
• Torsten Hoefler
• (2021)

StencilFlow: Mapping Large Stencil Programs to Distributed Spatial Computing Systems

Proceedings of the 19th ACM/IEEE International Symposium on Code Generation and Optimization (CGO'21)

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• Tiziano De Matteis,
• Johannes de Fine Licht,
• Torsten Hoefler
• (2020)

FBLAS: Streaming Linear Algebra on FPGA

Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC20)

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• Tiziano De Matteis,
• Johannes de Fine Licht,
• Jakub Beránek,
• Torsten Hoefler
• (2019)

Streaming Message Interface: High-Performance DistributedMemory Programming on Reconfigurable Hardware

Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC19)

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• Tiziano De Matteis,
• Gabriele Mencagli,
• Daniele De Sensi,
• Massimo Torquati,
• Marco Danelutto
• (2019)

GASSER: An Auto-Tunable System for General Sliding-Window Streaming Operators on GPUs

IEEE Access

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• Alessio Conte,
• Tiziano De Matteis,
• Daniele De Sensi,
• Roberto Grossi,
• Andrea Marino,
• Luca Versari
• (2018)

D2K: Scalable Community Detection in Massive Networks via Small-Diameter k-Plexes

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

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• Daniele De Sensi,
• Tiziano De Matteis,
• Marco Danelutto
• (2018)

Simplifying self-adaptive and power-aware computing with Nornir

Future Generation Computer Systems

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• Marco Danelutto,
• Tiziano De Matteis,
• Daniele De Sensi,
• Gabriele Mencagli,
• Massimo Torquati,
• Marco Aldinucci,
• Peter Kilpatrick
• (2017)

The RePhrase Extended Pattern Set for Data Intensive Parallel Computing

International Journal of Parallel Programming

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• Daniel De Sensi,
• Tiziano De Matteis,
• Massimo Torquati,
• Gabriele Mencagli,
• Marco Danelutto
• (2017)

Bringing Parallel Patterns Out of the Corner: The P$^3$ARSEC Benchmark Suite

ACM Trans. Archit. Code Optim.

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• Gabriele Mencagli,
• Massimo Torquati,
• Marco Danelutto,
• Tiziano De Matteis
• (2017)

Parallel Continuous Preference Queries over Out-of-Order and Bursty Data Streams

IEEE Transactions on Parallel and Distributed Systems

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• Tiziano De Matteis,
• Gabriele Mencagli
• (2017)

Parallel Patterns for Window-Based Stateful Operators on Data Streams: An Algorithmic Skeleton Approach

International Journal of Parallel Programming

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• Tiziano De Matteis,
• Gabriele Mencagli
• (2017)

Proactive elasticity and energy awareness in data stream processing

Journal of Systems and Software

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• Marco Danelutto,
• Tiziano De Matteis,
• Daniele De Sensi,
• Gabriele Mencagli,
• Massimo Torquati
• (2017)

P$^3$ARSEC: Towards Parallel Patterns Benchmarking

Proceedings of the 32nd Annual ACM Symposium on Applied Computing

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Supervised Master Theses

• David Freina,
• Matthijs Jansen,
• Tiziano De Matteis
• (2024)

End-to-End Power Model for the Compute Continuum

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Supervised Bachelor Theses

• Davit Darbinyan,
• Matthijs Jansen,
• Tiziano De Matteis
• (2024)

Kubeless: A Novel Architecture for Kubernetes' Control Plane

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Teaching

Course Coordinator

Computer Organization / Systems Architecture, BSc, VU (2017-ongoing)