Does Linux Provide Performance Isolation for NVMe SSDs? Configuring cgroups for I/O Control in the NVMe Era
2025 IEEE International Symposium on Workload Characterization (IISWC)
Tiziano De Matteis
Assistant Professor
Research Focus
Multiscale Architectures, Post-Moore Architectures, FPGAs
Contact
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Publications
Supervised
Teaching
Publications
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An I/O Characterizing Study of Offloading LLM Models and KV Caches to NVMe SSD
5th Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems (CHEOPS'25) @ EuroSys 2025
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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)
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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Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping
Proceedings of the International Conference on Computer-Aided Design (ICCAD22)
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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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Productivity, Portability, Performance: Data-Centric Python
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC21)
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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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GASSER: An Auto-Tunable System for General Sliding-Window Streaming Operators on GPUs
IEEE Access
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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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The RePhrase Extended Pattern Set for Data Intensive Parallel Computing
International Journal of Parallel Programming
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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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P$^3$ARSEC: Towards Parallel Patterns Benchmarking
Proceedings of the 32nd Annual ACM Symposium on Applied Computing
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PDF
Cite
An I/O Characterizing Study of Offloading LLM Models and KV Caches to NVMe SSD
5th Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems (CHEOPS'25) @ EuroSys 2025
PDF
Cite
ExDe: Design space exploration of schedular architectures and mechanisms for serverless data-processing
Future Generation Computer Systems
PDF
Cite
FootPrinter: Quantifying Data Center Carbon Footprint
HotCloudPerf 2024
PDF
Cite
The Cost of Simplicity: Understanding Datacenter Scheduler Programming Abstractions
15th ACM/SPEC International Conference on Performance Engineering (ICPE'24)
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)
PDF
Cite
Streaming Task Graph Scheduling for Dataflow Architectures
Proceedings of the 32th International Symposium on High-Performance Parallel and Distributed Computing (HPDC'23)
PDF
Cite
Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping
Proceedings of the International Conference on Computer-Aided Design (ICCAD22)
PDF
Cite
Noise in the Clouds: Influence of Network Performance Variability on Application Scalability
Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS)
PDF
Cite
Productivity, Portability, Performance: Data-Centric Python
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC21)
PDF
Cite
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)
PDF
Cite
FBLAS: Streaming Linear Algebra on FPGA
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC20)
PDF
Cite
Streaming Message Interface: High-Performance DistributedMemory Programming on Reconfigurable Hardware
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC19)
PDF
Cite
GASSER: An Auto-Tunable System for General Sliding-Window Streaming Operators on GPUs
IEEE Access
PDF
Cite
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
PDF
Cite
Simplifying self-adaptive and power-aware computing with Nornir
Future Generation Computer Systems
PDF
Cite
The RePhrase Extended Pattern Set for Data Intensive Parallel Computing
International Journal of Parallel Programming
PDF
Cite
Bringing Parallel Patterns Out of the Corner: The P$^3$ARSEC Benchmark Suite
ACM Trans. Archit. Code Optim.
PDF
Cite
Parallel Continuous Preference Queries over Out-of-Order and Bursty Data Streams
IEEE Transactions on Parallel and Distributed Systems
PDF
Cite
Parallel Patterns for Window-Based Stateful Operators on Data Streams: An Algorithmic Skeleton Approach
International Journal of Parallel Programming
PDF
Cite
Proactive elasticity and energy awareness in data stream processing
Journal of Systems and Software
PDF
Cite
P$^3$ARSEC: Towards Parallel Patterns Benchmarking
Proceedings of the 32nd Annual ACM Symposium on Applied Computing
PDF
Cite
Supervised Master Theses
Characterizing The Energy Contribution and Energy-Performance Trade-offs of NVMe SSDs in the Linux Storage Stack
BenchFrame: A Framework for Benchmarking Power Monitoring Tools
Mitigating Cold Start Latency in Serverless Computing through LLM-Driven Optimization
Characterizing The Energy Contribution and Energy-Performance Trade-offs of NVMe SSDs in the Linux Storage Stack
BenchFrame: A Framework for Benchmarking Power Monitoring Tools
Mitigating Cold Start Latency in Serverless Computing through LLM-Driven Optimization
Supervised Bachelor Theses
Optimizing Metadata Handling with vkFS: A Hybrid Key-Value Store File System leveraging RocksDB
Optimizing Metadata Handling with vkFS: A Hybrid Key-Value Store File System leveraging RocksDB
Supervised Literature Surveys
A Survey on Energy Aware Offloading Strategies in the Compute Continuum
A Systematic Review of GPU Modelling Approaches in Datacenter Simulators
Configuration Management Systems
A Survey on Energy Aware Offloading Strategies in the Compute Continuum
A Systematic Review of GPU Modelling Approaches in Datacenter Simulators
Configuration Management Systems
Teaching
Computer Organization / Systems Architecture, BSc, VU (2017-ongoing)
Computer Organization / Systems Architecture, BSc, VU (2017-ongoing)