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SCDM 2022 : Scalable Cloud Data Management Workshop | |||||||||||||||
Link: https://scdm.cloud/ | |||||||||||||||
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Call For Papers | |||||||||||||||
CALL FOR PAPERS
Scalable Cloud Data Management Workshop 2022 Co-located with the IEEE Big Data 2022 in Osaka, Japan Workshop Website: https://scdm.cloud WORKSHOP The 11th Workshop on Scalable Cloud Data Management is co-located with the IEEE International Conference on Big Data 2022 and tackles the manifold new topics in the area of cloud data management. The workshop is focused on new research challenges for scalable databases and data processing in the context of cloud computing. SCDM 2021 was successfully held in conjunction with the IEEE BigData 2021. MOTIVATION The increasing adoption of cloud computing for databases and data services introduces a variety of new research challenges. To leverage elastic cloud resources, scalability has to be a fundamental architectural design trait of these new cloud databases. This challenge has manifested itself in new data models (NoSQL), replication, caching and partitioning schemes, relaxed consistency and transaction guarantees, as well as new protocols, APIs, and storage services. This workshop invites submissions about new technologies enabling databases for cloud environments and offering them as services (Database-as-a-Service). We solicit research on novel database designs and their distribution and storage mechanisms as well as scalable data and data processing services. The application side of cloud databases is equally important, as real use cases might motivate new programming models, APIs, and web-enabled interfaces. We are convinced that bringing together cloud computing, service design, and data architectures in this workshop will contribute to this exciting new field. TOPICS OF INTEREST The topics of this workshop include, but are not limited to: - Database-as-a-Service, Backend-as-a-Service, Multi-Tenancy - Machine Leaning Methods for Data Management - Elasticity and Scalability for Cloud Data Management Systems - New Protocols, Service Interfaces & Data Models for Cloud Databases - Techniques for Efficient Content Compression, Transmission & Encoding - Continuous Query Processing, Streaming Analytics, Real-Time Databases - Polyglot Persistence, NoSQL, Schemaless Data Modeling, Integration - Database Architectures for Mobile and Web Clients - Content Delivery Networks, Caching, Load-Balancing, Web-Scale Workloads - Virtualization for Cloud Databases, Storage Structures and Indexing - Frameworks and Systems for Parallel and Distributed Computing - Scalable Machine Learning and Data Science - Resource and Workload Management in Cloud Databases - Tunable and Eventual Consistency, Latency - High Availability, Reliability, Failover - Transactional Models for Scalable Databases - Consistency, Replication, and Partitioning - Distributed Schema Management and Evolution IMPORTANT DATES Oct 1, 2022: Due date for full workshop papers submission Nov 1, 2022: Notification of paper acceptance to authors Nov 20, 2022: Camera-ready of accepted papers Dec 17-20, 2022: SCDM Workshop SUBMISSION GUIDELINES Research papers submitted to SCDM should present original completed or ongoing research in the areas of cloud data management such as listed above. Submitted papers may have a length of up to 10 pages in the IEEE 2-column format. For templates and details, please visit https://scdm.cloud The workshop proceedings will be published by the IEEE Computer Society Press. SUBMISSION SITE https://wi-lab.com/cyberchair/2022/bigdata22/scripts/submit.php?subarea=S04&undisplay_detail=1&wh=/cyberchair/2022/bigdata22/scripts/ws_submit.php Chaired and organized by Felix Gessert (Baqend, Germany) Wolfram Wingerath (University of Oldenburg, Germany) Benjamin Wollmer (University of Hamburg, Germany) Norbert Ritter (University of Hamburg, Germany) Contact Email to: research@baqend.com or via website: https://scdm.cloud |
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