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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
h1d3fb65d1038d3c3
Venue
VLDB
Year
2015
Pagerank
8.3815142e-05
Overall Rank
2,499 | 83.20%
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 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
1,028 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012422084
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
2,812 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9811649e-05
3,576 Ocean Vista: Gossip-Based Visibility Control for Speedy Geo-Distributed Transactions 2019 VLDB 7.1940408e-05
3,777 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.0268163e-05
5,711 How Good is My HTAP System? 2022 SIGMOD 6.0221783e-05
6,025 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 5.9119514e-05
6,598 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.7405915e-05
7,325 BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees 2023 VLDB 5.5522404e-05
8,438 Shasta: Interactive Reporting At Scale 2016 SIGMOD 5.3350162e-05
9,529 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 5.165568e-05
10,764 Kirin: Efficient In-Storage Learned Compaction for LSM-Trees via System-Algorithm Co-Design 2026 VLDB 4.9793485e-05
11,935 AnyDB: An Architecture-less DBMS for Any Workload 2021 CIDR 4.9793485e-05
12,204 RDSQ: Reliable Queue Protocol over Shared Logs 2018 SIGMOD 4.9793485e-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
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049839909
55 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040471598
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023920439
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002095191
365 Hyder - A Transactional Record Manager for Shared Flash 2011 CIDR 0.00019941855
432 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018339357
617 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015555815
775 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014081697
807 Coordination Avoidance in Database Systems 2015 VLDB 0.00013778758
976 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012749922
993 Unbundling Transaction Services in the Cloud 2009 CIDR 0.0001263917
2,909 Deuteronomy: Transaction Support for Cloud Data 2011 CIDR 7.8721738e-05
5,418 ConfluxDB: Multi-Master Replication for Partitioned Snapshot Isolation Databases 2014 VLDB 6.1377614e-05
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