research, get it published in SIGKDD and get it cited!, KDD 2009] [Recommended Reading] Example SIGMOD 2020 October 15, 2019: Abstract submission October 22, 2019: Paper submission December 10 - 11 Frederick R. Reiss, Berthold Reinwald: Scaling Machine Learning via Compressed Linear Algebra. SIGMOD Record 2017 46(1)] [Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Shortening the text in favor of structure improves readability  Ex. Compressed Linear Algebra  Initial SIGMOD submission: 12+3 pages  Final PVLDB submission: 12 pages (+ more figures, experiments, etc) 

[Graham Cormode: How NOT to review a paper: the tools and techniques of the adversarial reviewer. SIGMOD Rec. 37(4) 2008] This paper leaves many questions unanswered. Some claims are questionable. The Shortening the text in favor of structure improves readability  Ex. Compressed Linear Algebra  Initial SIGMOD submission: 12+3 pages  Final PVLDB submission: 12 pages (+ more figures, experiments, etc) Scientific University of Technology, WS 2021/22 Plagiarism – Duplicate Submission  Example SIGMOD’21 A research paper submitted to SIGMOD 2021 cannot be under review for any other publishing forum or presentation

course for details) [Michael J. Carey, David J. DeWitt, Jeffrey F. Naughton: The oo7 Benchmark. SIGMOD 1993] 10 706.015 Introduction to Scientific Writing – 03 Experiments & Reproducibility Matthias B. Reinwald, P. J. Haas: MNC: Structure- Exploiting Sparsity Estimation for Matrix Expressions. SIGMOD 2019] 15 706.015 Introduction to Scientific Writing – 03 Experiments & Reproducibility Matthias Writing – 03 Experiments & Reproducibility Matthias Boehm, Graz University of Technology, WS 2021/22 SIGMOD Reproducibility Process  Overview  Accepted papers can submit package, verified by committee

2014). • Ron Avnur and Joseph M. Hellerstein. Eddies: continuously adaptive query processing. (SIGMOD 2000). • Matei Zaharia et. al. Discretized streams: fault-tolerant streaming computation at scale University 2020 54 • Re-ordering • Shivnath Babu et. al. Adaptive Ordering of Pipelined Stream Filters. SIGMOD 2004. • Scheduling and placement • Peter R. Pietzuch et. al. Network-Aware Operator Placement Brian Babcock et. al. Chain : Operator Scheduling for Memory Minimization in Data Stream Systems. SIGMOD 2003. • Donald Carney et. al. Operator Scheduling in a Data Stream Manager. VLDB 2003. • Load

for Transactional and Analytical Workloads》1成功入选 SIGMOD 的收录论文，ACM SIGMOD 数据管理国际会议是由美国计算机协会 (ACM) 数据管理专业委员会(SIGMOD)发起、在数据库领域具有最高学术地位的国际性学术会议，SIGMOD 和另外 两大数据库会议 VLDB、ICDE 构成了数据库领域的三个顶级会议，其论文录取率是很低的，平均录取率大约仅为

Springer-Verlag, Berlin, Heidelberg. • Lukasz Golab and M. Tamer Özsu. Issues in data stream management. SIGMOD Rec. 32, 2 (June 2003). • David Maier, Jin Li, Peter Tucker, Kristin Tufte, and Vassilis Papadimos Stonebraker, Uǧur Çetintemel, and Stan Zdonik. The 8 requirements of real-time stream processing. SIGMOD Rec. 34, 4 (December 2005).

Vertica Columnar Database to the Cloud https://www.vertica.com/wp-content/uploads/2018/05/Vertica_EON_SIGMOD_Paper.pdf • The Snowflake Elastic Data Warehouse https://event.cwi.nl/lsde/papers/p215-dageville-snowflake

分布式快照 q QD生成，下发给QE q segment本地事务异步两阶段提交，保持一致性 Ø HTAP 优化 q 全局死锁检测 q 只读事务、只涉及到某个节点的操作、vacuum Ø SIGMOD 2021: Greenplum: A Hybrid Database for Transactional and Analytical Workloads. Confidential │ ©2022

functions are composed together • E.g., we use a chain to represent f(x) = f3(f2(f1(x))) • If we take sigmod function as the activation function • z1 = w1x + b1 and a1 = σ(z1) • z2 = w2a1 + b2 and a2 = σ(z2)

Vasiliki Kalavri | Boston University 2020 60 • McGregor, Andrew. Graph stream algorithms: a survey. ACM SIGMOD Record 43.1 (2014). https://dl.acm.org/doi/pdf/10.1145/2627692.2627694 • Stanton, Isabelle,