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What Are We Doing With Our Lives?

Andrew Pavlo
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Most of the academic papers on concurrency control published in the last five years have assumed the following two design decisions: (1) applications execute transactions with serializable isolation and  ...  Recent trends focus on asking the wrong questions and solving the wrong problems. I contend that the real issues that will have the most impact are not easily solved by more "clever" algorithms.  ...  May 14-19, 2017, Chicago, IL, USA © 2017 Copyright held by the owner/author(s). DOI: http://dx.doi.org/10.1145/3035918.3056096 ACM ISBN 978-1-4503-4197-4/17/05.  ... 
doi:10.1145/3035918.3056096 dblp:conf/sigmod/Pavlo17 fatcat:niiv36oz2vd7lfj3xdwviotjxe

Approximate Query Processing for Interactive Data Science

Tim Kraska
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Unleashing the full potential of big data requires a paradigm shift in the algorithms and tools used to analyze data towards more interactive systems with highly collaborative and visual interfaces.  ...  Ideally, a data scientist and a domain expert should be able to make discoveries together by directly manipulating, analyzing, and visualizing data on the spot, for example, using an interactive whiteboard  ...  SIGMOD'17 May[14][15][16][17][18][19] 2017, Chicago, IL, USA c 2017 Copyright held by the owner/author(s). ACM ISBN 978-1-4503-4197-4/17/05.  ... 
doi:10.1145/3035918.3056099 dblp:conf/sigmod/Kraska17 fatcat:nbmxlhgnp5ezhhw25ql36obtla

Effective use of analysts' effort in automated tracing

Jane Huffman Hayes, Alex Dekhtyar, Jody Larsen, Yann-Gaël Guéhéneuc
2016 Requirements Engineering  
Iacob, (2003), Management of Data For Building Electronic Editions of Historic Manuscripts, session paper in Proceedings, International ACH-ALLC-2003 Conference, pp. 11-13, May 2003, Athens, GA. 58  ...  , Chicago, IL. 7.  ... 
doi:10.1007/s00766-016-0260-8 fatcat:7i4iamva2ndojit4lgvxpefnw4

The Next 700 Transaction Processing Engines

Anastasia Ailamaki
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Given the guaranteed improvement in single-threaded performance provided by Moore's law, disk-based OLTP engines focused on optimizing for the then-dominating source of overhead -disk I/O.  ...  For over four decades, throughput has been the target metric of choice for Online Transaction Processing engines.  ...  ACKNOWLEDGEMENTS This talk includes work by several past and current members of the Data-Intensive Applications and Systems Laboratory at the School of Computer and Communication Sciences at EPFL, as well  ... 
doi:10.1145/3035918.3056095 dblp:conf/sigmod/Ailamaki17 fatcat:zw2tzrljtfbjrgzts3z5f6do3e

Differential Privacy in the Wild

Ashwin Machanavajjhala, Xi He, Michael Hay
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Hence, in this tutorial, we will first describe the foundations of differentially private algorithm design that cover the state of the art in private computation on tabular data.  ...  In the second half of the tutorial we will highlight real world applications on complex data types, and identify research challenges in applying differential privacy to real world applications.  ...  Moreover, we will also show how to customize differential privacy to meet the privacy requirements of these applications with complex data. '17, May 14-19, 2017, Chicago, IL, USA c 2017 ACM.  ... 
doi:10.1145/3035918.3054779 dblp:conf/sigmod/Machanavajjhala17 fatcat:2daxnz427fhapnxwi6ezasbcjm

Building Structured Databases of Factual Knowledge from Massive Text Corpora

Xiang Ren, Meng Jiang, Jingbo Shang, Jiawei Han
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
To turn such massive unstructured text data into structured, actionable knowledge, one of the grand challenges is to gain an understanding of the factual information (e.g., entities, attributes, relations  ...  State-of-the-art information extraction systems have strong reliance on large amounts of task/corpus-specific labeled data (usually created by domain experts).  ...  The views and conclusions contained in this document are those of the author(s) and should not be interpreted as representing the official policies of the U.S. Army Research Laboratory or the U.S.  ... 
doi:10.1145/3035918.3054781 dblp:conf/sigmod/RenJSH17 fatcat:3mrzx3e3yzapnknx5ciwcwm4i4

Graph Exploration

Davide Mottin, Emmanuel Müller
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
While there is consensus in database and data mining communities on the definition of data exploration practices for relational and semi-structured data, graph exploration practices are still indeterminate  ...  Current tools focus on graph management, graph mining, or graph visualization but lack user-driven methods for graph exploration.  ...  , Chicago, IL, USA c 2017 ACM.  ... 
doi:10.1145/3035918.3054778 dblp:conf/sigmod/MottinM17 fatcat:wvq2efawrng3ro7nkht5l4occy

Hybrid Transactional/Analytical Processing

Fatma Özcan, Yuanyuan Tian, Pinar Tözün
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
These applications require distributed data management systems that can handle fast concurrent transactions (OLTP) and analytics on the recent data.  ...  Efficient processing of individual transactional and analytical requests, however, leads to different optimizations and architectural decisions while building a data management system.  ...  Before starting her PhD, she received her BSc degree in Computer Engineering department of Koç University in 2009. SIGMOD' 17 , 17 May 14-19, 2017, Chicago, IL, USA c 2017 ACM.  ... 
doi:10.1145/3035918.3054784 dblp:conf/sigmod/OzcanTT17 fatcat:pvhwsr327jaunfdnhwotywguuu

Graph Querying Meets HCI

Sourav S. Bhowmick, Byron Choi, Chengkai Li
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Querying graph databases has emerged as an important research problem for real-world applications that center on large graph data.  ...  Given the syntactic complexity of graph query languages (e.g., SPARQL, Cypher), visual graph query interfaces make it easy for non-expert users to query such graph data repositories.  ...  SIGMOD' 17 , 17 May 14-19, 2017, Chicago, IL, USA c 2017 ACM. ISBN 978-1-4503-4197-4/17/05. . . $15.00 DOI: http://dx.doi.org/10.1145/3035918.3054774 Table 1 : 1 Tutorial overview.  ... 
doi:10.1145/3035918.3054774 dblp:conf/sigmod/BhowmickCL17 fatcat:bkzgfzi2v5gwlpgzvhx66lksua

The Best of Both Worlds

Fan Yang, Yuzhen Huang, Yunjian Zhao, Jinfeng Li, Guanxian Jiang, James Cheng
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
, and the use of low-level tools may even result in bug-prone programming.  ...  On the other hand, resorting to domain-specific languages (DSLs) is also not a practical solution, since programmers may need to learn how to use many systems that can be very different from each other  ...  SIGMOD' 17 , 17 May 14-19, 2017, Chicago, IL, USA c 2017 ACM.  ... 
doi:10.1145/3035918.3058735 dblp:conf/sigmod/YangHZLJC17 fatcat:cldieofpszdcvhewg3jmdqtpui

Data Profiling

Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
One of the crucial requirements before consuming datasets for any application is to understand the dataset at hand and its metadata. The process of metadata discovery is known as data profiling.  ...  In this tutorial, we highlight the importance of data profiling as part of any data-related usecase, and we discuss the area of data profiling by classifying data profiling tasks and reviewing the state-of-the-art  ...  SIGMOD '17, May 14-19, 2017 tionally, domain-specific use cases have emerged in scientific data management and big data analytics.  ... 
doi:10.1145/3035918.3054772 dblp:conf/sigmod/AbedjanGN17 fatcat:dwqqb6w6pzfu7l5nkz3m67oxsq

Visual Graph Query Construction and Refinement

Robert Pienta, Fred Hohman, Acar Tamersoy, Alex Endert, Shamkant Navathe, Hanghang Tong, Duen Horng Chau
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Visage guides the construction of graph queries using a data-driven approach, enabling analysts to specify queries with varying levels of specificity, by sampling matches to a query during the analyst's  ...  We will demonstrate and invite the audience to try Visage on a popular film-actor-director graph from Rotten Tomatoes.  ...  ACKNOWLEDGMENTS SIGMOD' 17 ,< 1 Figure 1 : 1711 May 14-19, 2017, Chicago, IL, USA c 2017 ACM.  ... 
doi:10.1145/3035918.3056418 dblp:conf/sigmod/PientaHTENTC17 fatcat:u3uuscj4zrcijd3ingslemjp6y

Approximate Query Engines

Barzan Mozafari
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
These opportunities create hopes for overcoming some of the major limitations of traditional database systems.  ...  Our goal in this talk is to suggest some of the exciting research directions in this field that are worth pursuing.  ...  SIGMOD'17 May 14-19, 2017 the data), consult the data, adjust their hypothesis accordingly, and repeat this process until they discover a satisfactory answer.  ... 
doi:10.1145/3035918.3056098 dblp:conf/sigmod/Mozafari17 fatcat:gqhlaf6ao5hbndiidhqzf3mchi

Query Processing in Blockchain Systems: Current State and Future Challenges

Dennis Przytarski, Christoph Stach, Clémentine Gritti, Bernhard Mitschang
2021 Future Internet  
When, in 2008, Satoshi Nakamoto envisioned the first distributed database management system that relied on cryptographically secured chain of blocks to store data in an immutable and tamper-resistant manner  ...  Owing to this use case, the blockchain system was geared towards efficient storage of data, whereas the processing of complex queries, such as provenance analyses of data history, is out of focus.  ...  In Proceedings of the 2006 ACM SIGMOD International Conference on Management of Data, SIGMOD ’06, Chicago, IL, USA, 27–29 June 2006; pp. 121–132. 133. Przytarski, D.  ... 
doi:10.3390/fi14010001 fatcat:axmnkcheyjegjbbhgr4gv5345i

A Demonstration of Interactive Analysis of Performance Measurements with Viska

Helga Gudmundsdottir, Babak Salimi, Magdalena Balazinska, Dan R.K. Ports, Dan Suciu
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Viska leverages cutting-edge techniques from big data analytics and data visualization to aid and automate this analysis, and helps users derive meaningful and statistically sound conclusions using state-of-the-art  ...  The ultimate goal of system performance analysis is to identify the underlying causes for performance differences between different systems and different workloads.  ...  This work is supported in part by the National Science Foundation through NSF grants IIS-1247469, AITF 1535565, IIS-1524535, IIS-1614738, and CNS-1615102, and gifts from the Big Data ISTC and Facebook.  ... 
doi:10.1145/3035918.3056448 dblp:conf/sigmod/GudmundsdottirS17 fatcat:jnx576urqnctzf2b7fxjmyfhpa
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