S-Store: streaming meets transaction processing by Meehan, John, Pavlo, Andrew, Tufte, Kristin, Zdonik, Stan, Aslantas, Cansu, Cetintemel, Ugur, Du, Jiang, Kraska, Tim, Maier, David, Tatbul Bitim, Emine Nesime, Madden, Samuel R, Stonebraker, Michael, Wang, Hao

“…In this work, we attempt to fuse the two computational paradigms in a single system called S-Store. In this way, S-Store can simultaneously accommodate OLTP and streaming applications. …”
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Asynchronous Prefix Recoverability for Fast Distributed Stores by Li, Tianyu, Chandramouli, Badrish, Faleiro, Jose M, Madden, Samuel, Kossmann, Donald

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Optimizing Consistency for Partially Replicated Data Stores by Kuraj, Ivan, Solar-Lezama, Armando, Polikarpova, Nadia

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LEA: A Learned Encoding Advisor for Column Stores by Cen, Lujing, Kipf, Andreas, Marcus, Ryan, Kraska, Tim

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Chapar: certified causally consistent distributed key-value stores by Lesani, Mohsen, Bell, Christian J., Chlipala, Adam

“…We have developed and checked our framework in Coq, extracted it to OCaml, and built executable stores.…”
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S-Store: a streaming NewSQL system for big velocity applications by Cetintemel, Ugur, Tufte, Kristin, Wang, Hao, Zdonik, Stanley, Du, Jiang, Kraska, Tim, Maier, David, Meehan, John, Pavlo, Andrew, Stonebraker, Michael, Sutherland, Erik, Madden, Samuel R., Tatbul Bitim, Emine Nesime

“…To create S-Store, we begin with H-Store, a main-memory transaction processing engine, and add primitives to support streaming. …”
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MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis by Vartak, Manasi, Trindade, Joana M. F. da, Madden, Samuel R, Zaharia, Matei A

“…For each diagnostic query, MISTIQUE intelligently chooses whether to re-run the model or read a previously stored intermediate. For intermediates that are stored in MISTIQUE , we propose a range of optimizations to reduce storage footprint including quantization, summarization, and data deduplication. …”
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Active learning for inference and regeneration of computer programs that store and retrieve data by Rinard, Martin C, Shen, Jiasi, Mangalick, Varun

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StructCode: Leveraging Fabrication Artifacts to Store Data in Laser-Cut Objects by Dogan, Mustafa Doga, Chan, Vivian Hsinyueh, Qi, Richard, Tang, Grace, Roumen, Thijs, Mueller, Stefanie

“…We introduce StructCode, a technique to store machine-readable data in laser-cut objects using their fabrication artifacts. …”
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TrajStore: An Adaptive Storage System for Very Large Trajectory Data Sets by Cudre-Mauroux, Philippe, Wu, Eugene, Madden, Samuel R.

“…TrajStore maintains an optimal index on the data and dynamically co-locates and compresses spatially and temporally adjacent segments on disk. …”
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Automatic partitioning of database applications by Arden, Owen, Myers, Andrew C., Cheung, Alvin K., Madden, Samuel R.

“…A well-known technique to improve transactional database application performance is to convert part of the application into stored procedures that are executed on the database server. …”
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Database abstractions for managing sensor network data by Madden, Samuel R.

“…Sensor networking hardware, networking, and operating system software has matured to the point that the major challenges facing the field now have to do with storing, cleaning, and querying the data such networks produce. …”
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Sparse, Smart Contours to Represent and Edit Images by Dekel, Tali, Gan, Chuang, Krishnan, Dilip, Liu, Ce, Freeman, William T.

“…We study the problem of reconstructing an image from information stored at contour locations. We show that high-quality reconstructions with high fidelity to the source image can be obtained from sparse input, e.g., comprising less than 6% of image pixels. …”
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Towards Efficient Local 3D Conditioning by Zhang, Dingxi, Lukoianov, Artem

“…Our model achieves a significantly better reconstruction quality compared to globally conditioned methods, while using less memory per sample to store single geometry.…”
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Not all arguments are processed equally: a distributional model of argument complexity by Chersoni, Emmanuele, Santus, Enrico, Lenci, Alessandro, Blache, Philippe, Huang, Chu-Ren

“…This representation can be either retrieved directly from the semantic memory or built dynamically by solving the constraints included in the stored representations. To support this postulation, we built a Distributional Semantic Model to compute a compositional cost function for the sentence unification process. …”
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CrowdDB: Query processing with the VLDB crowd by Feng, Amber, Franklin, Michael J., Kossmann, Donald, Kraska, Tim, Madden, Samuel R., Ramesh, Sukriti, Wang, Andrew, Xin, Reynold

“…CrowdDB uses SQL both as a language to ask complex queries and as a way to model data stored electronically and provided by human input. …”
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Fab forms: customizable objects for fabrication with validity and geometry caching by Shugrina, Maria, Shamir, Ariel, Matusik, Wojciech

“…Parts of the geometry and design validity (such as manufacturability) are evaluated and stored in the precomputation stage by adaptively sampling the design space. …”
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Improved parallel construction of wavelet trees and rank/select structures by Shun, Julian

“…Finally, we show that the rank and select structures on binary sequences and multiary sequences, which are stored on wavelet tree nodes, can be constructed in parallel with improved work bounds, matching those of the best existing sequential algorithms for constructing rank and select structures.…”
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Position: GDPR Compliance by Construction by Schwarzkopf, Malte, Kohler, Eddie, Kaashoek, M. Frans, Morris, Robert Tappan

“…New laws such as the European Union’s General Data Protection Regulation (GDPR) grant users unprecedented control over personal data stored and processed by businesses. Compliance can require expensive manual labor or retrofitting of existing systems, e.g., to handle data retrieval and removal requests. …”
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Termite: a system for tunneling through heterogeneous data by Castro Fernandez, Raul, Madden, Samuel R

“…On top of Termite, we have implemented a Termite-Join operator, which allows people to identify related concepts, even when these are stored in databases with different schemas and in unstructured data such as text files, webpages, etc. …”
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