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Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads

Summary: SAP HANA Scale-out Extension enables scalable real-time analytics with OLAP on real-time data while supporting OLTP. Decouples core DB functions; MVCC with logical timestamps plus asynchronous replication preserves ACID and real-time freshness. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11237
Venue
VLDB
Year
2015
Pagerank
8.3849987e-05
Overall Rank
2,583 | 82.28%
DOI
10.14778/2824032.2824069

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{goel_vldb15,
        title = {{Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads}},
        author = {Goel, Anil K and Pound, Jeffrey and Auch, Nathan and Bumbulis, Peter and MacLean, Scott and Färber, Franz and Gropengiesser, Francis and Mathis, Christian and Bodner, Thomas and Lehner, Wolfgang},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {12},
        doi = {10.14778/2824032.2824069},
        url = {https://doi.org/10.14778/2824032.2824069},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
1,076 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012270109
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
2,918 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9649716e-05
3,696 Ocean Vista: Gossip-Based Visibility Control for Speedy Geo-Distributed Transactions 2019 VLDB 7.1905677e-05
3,762 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.1449267e-05
5,602 How Good is My HTAP System? 2022 SIGMOD 6.1538237e-05
5,917 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 6.043185e-05
6,480 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.8669819e-05
7,189 BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees 2023 VLDB 5.6775326e-05
8,272 Shasta: Interactive Reporting At Scale 2016 SIGMOD 5.4574671e-05
9,350 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 5.2841297e-05
11,628 AnyDB: An Architecture-less DBMS for Any Workload 2021 CIDR 5.093636e-05
11,904 RDSQ: Reliable Queue Protocol over Shared Logs 2018 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
57 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040139242
83 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036185259
233 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023815642
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
379 Hyder - A Transactional Record Manager for Shared Flash 2011 CIDR 0.00019611067
425 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018704491
607 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015800238
754 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014327706
867 Coordination Avoidance in Database Systems 2015 VLDB 0.00013511197
966 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012920281
1,000 Unbundling Transaction Services in the Cloud 2009 CIDR 0.000127281
2,903 Deuteronomy: Transaction Support for Cloud Data 2011 CIDR 7.9761235e-05
5,331 ConfluxDB: Multi-Master Replication for Partitioned Snapshot Isolation Databases 2014 VLDB 6.2628817e-05
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