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| 10 | 3/12 | Hardware accelerators | Tilmann Rabl, Hasso Plattner Institute <br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> Xiangyao Yu, Uni. Wisconsin-Madison | * C. Lutz et al., [Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects](https://doi.org/10.1145/3318464.3389705){:target="_blank"}, In _Proc. ACM SIGMOD Int. Conf. Management of Data_, pages 1633–1649, 2020. (This is the paper to review.)<br/> * T. Maltenberger et al, [Evaluating Multi-GPU Sorting with Modern Interconnects](https://dl.acm.org/doi/10.1145/3514221.3517842){:target="_blank"}, In _Proc. ACM SIGMOD International Conference on Management of Data_, , pages 1795–1809, 2022.<br/><br/><br/>* B. Yogatama et al, [Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS](https://www.vldb.org/pvldb/vol15/p2491-yogatama.pdf){:target="_blank"}, Proc. VLDB Endowment_, 15(11): 2491-2503, 2022. (This is the paper to review.) <br/> A. Shanbhag et al, [A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics](https://dl.acm.org/doi/abs/10.1145/3318464.3380595){:target="_blank"}, In _Proc. ACM SIGMOD Int. Conf. Management of Data_, pages 1617–1632, 2020. <br/> A. Shanbhag et al, [Tile-based Lightweight Integer Compression in GPU](https://dl.acm.org/doi/10.1145/3514221.3526132){:target="_blank"}, In _Proc. ACM SIGMOD Int. Conf. Management of Data_, pages 1390–1403, 2022. | Tilmann Slides <br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> Xiangyao Slides |
| 11 | 3/21 | Hardware accelerators | Gustavo Alonso, ETH Zürich <br/><br/><br/><br/><br/><br/><br/><br/><br/><br/> Wolfgang Lehner & Alexander Krause, TU Dresden | * D. Korilija et al, [Farview: Disaggregated Memory with Operator Off-loading for Database Engines](https://www.cidrdb.org/cidr2022/papers/p11-korolija.pdf){:target="_blank"}, In _Proc. 12th Conf. on Innovative Data Syst. Research_, 2022. (This is the paper to review) <br/> * Woods et al, [Ibex - An Intelligent Storage Engine with Support for Advanced SQL Off-loading](https://www.vldb.org/pvldb/vol7/p963-woods.pdf){:target="_blank"}, _Proc. VLDB Endow_, 7(11): 963-974, 2014. <br/><br/><br/><br/> * J. Pietrzyk et al., [Program your (custom) SIMD instruction set on FPGA in C++](https://www.dropbox.com/scl/fi/z9j10uarublz9i50vgsq2/p53-pietrzyk.pdf?rlkey=jeuwk2d8z1mne0d0ki0kwuqhl&dl=0), In _Proc. 12th Conf. on Innovative Data Syst. Research_, 2024. | Gustavo Slides <br/><br/><br/><br/><br/><br/><br/><br/><br/>Wolfgang/Alexander Slides |
| 12 | 3/28 | Memory disaggregation | Sairaj Voruganti <br/><br/><br/><br/><br/><br/><br/> Philip Bernstein, Microsoft Research | * Q. Zhang et al., [Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs](https://doi.org/10.14778/3397230.3397249){:target="_blank"}, _Proc. VLDB Endowment_, 13(9): 1568-1581, 2020.<br/><br/><br/> * Q. Zhang et al., [Redy: Remote Dynamic Memory Cache](https://doi.org/10.14778/3503585.3503587){:target="_blank"}, _Proc. VLDB Endowment_, 15(4): 766 - 779, 2022. (This is the paper to review) <br/> * Q. Zhang et al., [CompuCache: Remote Computable Caching using Spot VMs](https://www.cidrdb.org/cidr2022/papers/p31-zhang.pdf){:target="_blank"}, In _Proc. Conference on Innovative Data Systems Research_, 2022 | Sairaj Slides <br/><br/><br/><br/><br/><br/><br/><br/> Phil Slides |
13 | 4/4 | Project presentations | Arman Davoodi & Emanuel Haque <br/> <br/> Amin Setayesh & Sairaj Voruganti <br/> <br/> Lasantha Fernando <br/> <br/> Joseph Boulis, Brian Song & Guanqi Huang| Triangle Listing for graphs stored on disaggregated memory <br/><br/> Disaggregating Graph-based Vector Indexes <br/> <br/> Data Stream Processing on FaaS with Memory Disaggregation <br/> <br/> Elastic Memory Disaggregated System Architecture for Dynamic Workloads | Slides <br/><br/> <br/> Slides <br/><br/><br/> Slides <br/><br/><br/> Slides |
13 | 4/4 | Project presentations | Arman Davoodi & Emanuel Haque <br/> <br/> Amin Setayesh & Sairaj Voruganti <br/> <br/> Lasantha Fernando <br/> <br/> Joseph Boulis, Brian Song & Guanqi Huang| Triangle Listing for graphs stored on disaggregated memory <br/><br/><br/> Disaggregating Graph-based Vector Indexes <br/> <br/> <br/>Data Stream Processing on FaaS with Memory Disaggregation <br/> <br/><br/> Elastic Memory Disaggregated System Architecture for Dynamic Workloads | Slides <br/><br/> <br/> Slides <br/><br/><br/> Slides <br/><br/><br/> Slides |

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