本仓库维护来自华东师范大学(ECNU)数据科学与工程学院(DaSE)DBHammer实验室的讨论班记录，请实验室内部同学严格按照上传说明上传讨论班的相关PDF和PPT。
Note
以下 PPT 仅限于个人学术的讨论范畴之中。
| 时间 | 题目 | 会议 | 年份 | 链接 | 宣讲人 |
|---|---|---|---|---|---|
| 2024.10.09 | Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries | SIGMOD | 2023 | PDF/PPT | 陆辰昊 |
| 2024.09.29 | Towards optimal transaction scheduling | VLDB | 2024 | PDF/PPT | 翁思扬 |
| 2024.09.26 | Modeling Shifting Workloads for Learned Database Systems | SIGMOD | 2024 | PDF/PPT | 罗瑶 |
| 2024.09.18 | Saving Money for Analytical Workloads in the Cloud | VLDB | 2024 | PDF/PPT/video | 简炜 |
| 2024.09.11 | Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation | VLDB | 2022 | PDF/PPT | 黄煦华 |
| 2024.08.15 | Keep it simple: testing databases via differential query plans | SIGMOD | 2024 | PDF/PPT | 翁思扬 |
| 2024.08.02 | Columnstore and B+ tree – Are Hybrid Physical Designs Important? | SIGMOD | 2018 | PDF/PPT | 董昊朴 |
| 2024.07.26 | PM-Blade: A Persistent Memory Augmented LSM-tree Storage for Database | ICDE | 2023 | PDF/PPT | 杨洪宇 |
| 2024.06.13 | Detecting Metadata-Related Logic Bugs in Database Systems via Raw Database Construction | VLDB | 2024 | PDF/PPT | 胡梓锐 |
| 2024.05.16 | What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines | VLDB | 2023 | PDF/PPT | 张惠东 |
| 2024.04.19 | CoroBase: Coroutine-Oriented Main-Memory Database Engine | VLDB | 2021 | PDF/PPT | 杨洪宇 |
| 2024.02.23 | Fine-Grained Re-Execution for Efficient Batched Commit of Distributed Transactions | VLDB | 2023 | PDF/PPT | 杨洪宇 |
| 2024.02.19 | Understanding Transaction Bugs in Database Systems | ICSE | 2024 | PDF/PPT | 翁思扬 |
| 2024.01.24 | Are We Ready For Learned Cardinality Estimation? | VLDB | 2021 | PDF/PPT | 董昊朴 |
| 2023.12.11 | One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage | SIGMOD | 2023 | PDF/PPT | 何海林 |
| 2023.11.20 | Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation | VLDB | 2022 | PDF/PPT | 陆辰昊 |
| 2023.11.13 | An Analysis of Network-Partitioning Failures in Cloud Systems | OSDI | 2018 | PDF/PPT | 凌向荣 |
| 2023.11.10 | Coo: Consistency Check for Transactional Databases | arXiv | 2022 | PDF/PPT | 杨洪宇 |
| 2023.11.06 | QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting | VLDB | 2023 | PDF/PPT | 罗瑶 |
| 2023.10.23 | Polyjuice: High-Performance Transactions via Learned Concurrency Control | OSDI | 2021 | PDF/PPT | 翁思扬 |
| 2023.10.16 | Sequence-Oriented DBMS Fuzzing | ICDE | 2023 | PDF/PPT | 卢皙钰 |
| 2023.10.09 | One-Sided RDMA-Conscious Extendible Hashing for Disaggregated Memory | ATC | 2021 | PDF/PPT | 刘沛源 |
| 2023.09.19 | Model Checking Guided Testing for Distributed Systems | EuroSys | 2023 | PDF/PPT | 郭华 |
| 2023.09.18 | Lero: A Learning-to-Rank Query Optimizer | VLDB | 2023 | PDF/PPT | 胡梓锐 |
| 2023.09.13 | PreQR: Pre-training Representation for SQL Understanding | SIGMOD | 2022 | PDF/PPT | 陈立翔 |
| 2023.08.17 | Enabling the Next Generation of Multi-Region Applications with CockroachDB | SIGMOD | 2022 | PDF/PPT | 张惠东 |
| 2023.07.13 | PERSEUS: A Fail-Slow Detection Framework for Cloud Storage Systems | FAST | 2023 | PDF/PPT | 翁思扬 |
| 2023.06.14 | 传统直方图基数预估总结 | PPT | 罗瑶 | ||
| 2023.05.31 | 简炜 | ||||
| 2023.05.24 | Cloud Analytics Benchmark | VLDB | 2023 | PDF/PPT | 俞融 |
| 2023.05.17 | 熊鑫 | ||||
| 2023.05.10 | Griffin: Grammar-Free DBMS Fuzzing | 卢皙钰 | |||
| 2023.04.26 | Endure：A Robust Tuning Paradigm for LSM Tree Under Workload Uncertainty | 陈睿皓 | |||
| 2023.04.19 | When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations | 刘沛源 | |||
| 2023.04.12 | TreeLine: an update-in-place key-value store for modern storage | VLDB | 2023 | PDF/PPT | 翁思扬 |
| 2023.03.22 | Learned Index Benefits: Machine Learning Based Index Performance Estimation | 潘志诚 | |||
| 2023.03.15 | Are We Ready For Learned Cardinality Estimation | 胡梓锐 | |||
| 2023.03.08 | Neurocard: One cardinality estimator for all tables | 陈立翔 | |||
| 2023.03.01 | ADOC:AutomaticallyHarmonizing Dataflow Between Components in Log-Structured Key-Value Stores for Improved Performance | 王清帅 | |||
| 2023.02.22 | Online, Asynchronous Schema Change in F1 | 徐金凯 | |||
| 2023.02.15 | Differentially testing database transaction for fun and profit | 李可强 | |||
| 2023.02.08 | Carousel: Low-Latency Transaction Processing for Globally-Distributed Data | SIGMOD | 2018 | PDF/PPT | 张惠东 |
| 2022.12.16 | Cornus: atomic commit for a cloud DBMS with storage disaggregation | VLDB | 2022 | PDF/PPT | 翁思扬 |
| 2022.12.09 | SAM: Database Generation from Query Workloads with Supervised Autoregressive Models | 李好 | |||
| 2022.11.25 | Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems | SIGMOD | 2022 | PDF / PPT | 游舒泓 |
| 2022.11.25 | Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation | VLDB | 2021 | PDF / PPT | 罗瑶 |
| 2022.11.18 | Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory | VLDB | 2021 | PDF / PPT | 凌向荣 |
| 2022.11.18 | PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases | ICDE | 2022 | PDF / PPT | 简炜 |
| 2022.11.04 | Remus: Efficient Live Migration for Distributed Databases with Snapshot Isolation | SIGMOD Industry | 2022 | PDF / PPT | 俞融 |
| 2022.10.28 | MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems | SIGMOD | 2022 | PDF / PPT | 游舒泓 |
| 2022.10.14 | Detecting Logical Bugs of DBMS with Coverage-based Guidance | USENIX Security | 2022 | PDF/PPT | 卢皙钰 |
| 2022.09.23 | Ad Hoc Transactions in Web Applications: The Good, the Bad, and the Ugly | SIGMOD | 2022 | PDF/PPT | 刘沛源 |
| 2022.07.05 | Diva: Making MVCC Systems HTAP-Friendly | SIGMOD | 2022 | PDF/PPT | 胡梓锐 |
| 2022.06.22 | An Empirical Evaluation of In-Memory Multi-Version Concurrency Control | VLDB | 2017 | PDF/PPT | 张惠东 |
| 2022.06.14 | Greenplum: A Hybrid Database for Transactional and Analytical Workloads | SIGMOD | 2021 | PDF/PPT | 翁思扬 |
| 2022.05.31 | Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems (Extended Version) | VLDB | 2020 | PDF / PPT | 俞融 |
| 2022.05.25 | Finding Complex Concurrency Bugs in Large Multi-Threaded Applications | EuroSys | 2011 | PDF / PPT | 卢皙钰 |
| 2022.05.18 | Removing Double-Logging with Passive Data Persistence in LSM-tree based Relational Databases | FAST | 2022 | PDF / PPT | 刘沛源 |
| 2022.05.11 | LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning | SIGMOD | 2022 | PDF / PPT | 项兆坤 |
| 2022.04.20 | Query Optimization Through the Looking Glass, and What We Found Running the Join Order Benchmark | VLDB Journal | 2018 | PDF / PPT | 陈婷 |
| 2022.04.06 | ScaleCheck A Single-Machine Approach for Discovering Scalability Bugs in Large Distributed Systems | FAST | 2019 | PDF / PPT | 李可强 |
| 2022.03.31 | 2phase-locking introduction | PPT | 连薛超 | ||
| 2022.03.01 | HTAPBench: Hybrid Transactional and Analytical Processing Benchmark | ICPE | 2017 | PDF / PPT | 张惠东 |
| 2022.02.24 | FlyMC: Highly Scalable Testing of Complex Interleavings in Distributed Systems | EuroSys | 2019 | PDF / PPT | 翁思扬 |
| 2022.02.17 | Quantifying TPC-H Choke Points and Their Optimizations | VLDB | 2020 | PDF / PPT | 李好 |
| 2022.01.20 | Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes crash recovery in aurora | Sigmod | 2018 | PDF / PPT | 俞融 |
| 2021.12.23 | An Evaluation of Distributed Concurrency Control | VLDB | 2017 | PDF / Slides / PPT | 刘沛源 |
| 2021.12.11 | Bao: Making Learned Query Optimization Practical | SIGMOD | 2021 | PDF/PPT | 陈婷 |
| 2021.11.07 | Virtual Consensus in Delos | OSDI | 2020 | PDF/PPT | 连薛超 |
| 2021.10.21 | Retrofitting High Availability Mechanism to Tame Hybrid Transaction/Analytical Processing | OSDI | 2021 | PDF/PPT | 胡梓锐 |
| 2021.10.14 | "What makes my queries slow?": Subgroup Discovery for SQL Workload Analysis | ASE | 2021 | PDF/PPT | 翁思扬 |
| 2021.10.04 | Toto - Benchmarking the Efficiency of a Cloud Service | SIGMOD | 2021 | PDF / PPT | 俞融 |
| 2021.09.15 | IsoDiff: Debugging Anomalies Caused by Weak Isolation | VLDB | 2020 | PDF / PPT | 卢皙钰 |
| 2021.09.09 | Real-Time Quantification and Classification of Consistency Anomalies in Multi-tier Architectures | ICDE | 2011 | PDF / PPT | 刘沛源 |
| 2021.08.25 | Query Performance Prediction for Concurrent Queries using Graph Embedding | VLDB | 2020 | PDF / PPT | 陈婷 |
| 2021.08.13 | TiDB: A Raft-based HTAP Database | VLDB | 2020 | PDF / PPT | 游舒泓 |
| 2021.08.12 | Spanner: Google's globally-distributed database | OSDI | 2012 | PDF / PPT | 瞿璐祎 |
| 2021.08.11 | CockroachDB: The Resilient Geo-Distributed SQL Database | SIGMOD | 2020 | PDF/PPT | 连薛超 |
| 2021.08.11 | FoundationDB: A Distributed Unbundled Transactional Key Value Store | SGIMOD | 2021 | PDF/PPT | 连薛超 |
| 2021.08.04 | ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases | SIGMOD | 2021 | PDF / PPT | 游舒泓 |
| 2021.07.23 | OptMark: A Toolkit for Benchmarking Query Optimizers | SIGMOD | 2009 | PDF / PPT | 项兆坤 |
| 2021.07.23 | Testing SQL Server’s Query Optimizer: Challenges, Techniques and Experiences | IEEE Data Eng. Bull. | 2008 | PDF / PPT | 项兆坤 |
| 2021.07.23 | A framework for testing query transformation rules | CIKM | 2016 | PDF / PPT | 项兆坤 |
| 2021.07.27 | Polyjuice: High-Performance Transactions via Learned Concurrency Control | OSDI | 2021 | PDF / PPT | 王清帅 |
Thanks to all authors of the papers we cite :D