Tiziano De Matteis

Assistant Professor

Research Focus
Multiscale Architectures, Post-Moore Architectures, FPGAs

Contact

tizianodematteis.github.io/

Links

Publications
Publications
Supervised
Master ThesesBachelor Theses
Teaching
Course List

Publications
ExDe: Design space exploration of schedular architectures and mechanisms for serverless data-processing
Future Generation Computer Systems
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FootPrinter: Quantifying Data Center Carbon Footprint
HotCloudPerf 2024
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The Cost of Simplicity: Understanding Datacenter Scheduler Programming Abstractions
15th ACM/SPEC International Conference on Performance Engineering (ICPE'24)
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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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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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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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FBLAS: Streaming Linear Algebra on FPGA
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC20)
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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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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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Parallel Continuous Preference Queries over Out-of-Order and Bursty Data Streams
IEEE Transactions on Parallel and Distributed Systems
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Parallel Patterns for Window-Based Stateful Operators on Data Streams: An Algorithmic Skeleton Approach
International Journal of Parallel Programming
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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
Performance Characterization Study of NVMe Storage Over TCP
Exploring the Performance of the io_uring Kernel I/O Interface
End-to-End Power Model for the Compute Continuum
DPFS++: Cloudifying the DPU-Powered File System Virtualization Framework

Supervised Bachelor Theses
Exploring Redis Persistence Modes: Introducing AOFUring, an io_uring AOF extension
Optimizing Metadata Handling with vkFS: A Hybrid Key-Value Store File System leveraging RocksDB
Kubeless: A Novel Architecture for Kubernetes' Control Plane

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

Contact

info@atlarge-research.com

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