Collaborative Research: SHF: III: Medium: Effortless Data Locality Through Near-memory On-the-fly Data Transformation

Timeline

55% of the grant period has elapsed. Dots are publications.

1. Apr 2024 Effortless Locality on Data Systems Using Relational Fabric IEEE TKDE
2. Jul 2024 Award made
3. Aug 2024 Project starts
4. 2025 Micro-architectural Exploration of the Relational Memory Engine (RME) in RISC-V and FireSim ADMS 2025
5. 2025 RT-Bench: A Long Overdue Update OSPERT 2025
6. 2025 Surgical Software-less I/O Virtualization RAGE 2025
7. 2025 UltraScale+ SpinalHDL Wrapper: Streamlining Ideas to Bitstream on UltraScale+ platforms OSPERT 2025
8. Dec 2026 Bottleneck-Aware Bandwidth Regulation for Heterogeneous Memory Subsystems RTSS 2026
9. Apr 2027 Programmable Data Layouts via On-The-Fly Data Transformation ASPLOS 2027
10. Jul 2028 Project ends

About this grant

The abstract will appear after the next refresh from the sponsor's records. It is on the award record linked above.

7 publications from this grant

• Programmable Data Layouts via On-The-Fly Data Transformation

  Cole Strickler, Manos Athanassoulis, Renato Mancuso, Heechul Yun

  ASPLOS 2027To appearPartially Reconfigurable Platforms

• Bottleneck-Aware Bandwidth Regulation for Heterogeneous Memory Subsystems

  Ivan Izhbirdeev, Weifan Chen, Heechul Yun, Renato Mancuso

  RTSS 2026To appearPartially Reconfigurable Platforms

• Micro-architectural Exploration of the Relational Memory Engine (RME) in RISC-V and FireSim

  Cole Strickler, Ju Hyoung Mun, Connor Sullivan, Denis Hoornaert, Renato Mancuso, Manos Athanassoulis, Heechul Yun

  ADMS 2025WorkshopPartially Reconfigurable Platforms

• RT-Bench: A Long Overdue Update

  Mattia Nicolella, Denis Hoornaert, Renato Mancuso

  OSPERT 2025WorkshopWorkload Profiling

• Surgical Software-less I/O Virtualization

  Francesco Ciraolo, Mattia Nicolella, Patrick Carpanedo, Denis Hoornaert, Marco Caccamo, Renato Mancuso

  RAGE 2025WorkshopReal-Time Virtualization

• UltraScale+ SpinalHDL Wrapper: Streamlining Ideas to Bitstream on UltraScale+ platforms

  Denis Hoornaert, Giulio Corradi, Renato Mancuso, Marco Caccamo

  OSPERT 2025WorkshopPartially Reconfigurable Platforms

• Effortless Locality on Data Systems Using Relational Fabric

  Tarikul Islam Papon, Ju Hyoung Mun, Konstantinos Karatsenidis, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis

  IEEE TKDE 2024JournalPartially Reconfigurable Platforms

Also reported to NSF under this award

• ACE-in-Action: A Smart DBMS Bufferpool for SSDs 2025
• AXE: A Task Decomposition Approach to Learned LSM Tuning 2025
• RangeReduce: Query-Driven LSM Compactions 2026
• Enhancing Data Systems Performance by Exploiting SSD Concurrency & Asymmetry 2024
• RABIT: Efficient Range Queries with Bitmap Indexing 2025
• ReStore: A Reinforcement Learning Approach for Data Migration in Multi-Tiered Storage 2026
• Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025