Anastasia Ailamaki
EPFL IC IINFCOM DIAS
BC 226 (Bâtiment BC)
Station 14
1015 Lausanne
+41 21 693 75 64
Office: BC 226
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Expertise
Systèmes de gestion de bases de données, applications scientifiques, architecture des ordinateurs
Prix et distinctions
National Science Foundation
2002
Alfred P. Sloan Foundation
2005
ESF
2007
Carnegie Mellon
2007
European Research Council (ERC)
2013
Takis and Louki Nemitsas Foundation, Cyprus
2018
2021
Very Large Data Bases Endowment Inc
2020
Association for Computing Machinery's (ACM) Special Interest Group on Management of Data (SIGMOD)
2019
Association for Computing Machinery's (ACM)
2015
Association for Computing Machinery's (ACM)
2022
Filtered Vector Search: State-of-the-Art and Research Opportunities
Proceedings of the VLDB Endowment. 2025. DOI : 10.14778/3750601.3750700.Static Typing Meets Adaptive Optimization: A Unified Approach to Recursive Queries
2025. SIGMOD/PODS '25: International Conference on Management of Data, Berlin, Germany, 2025-06-22 - 2025-06-27. p. 1 - 6. DOI : 10.1145/3735106.3736533.The Effectiveness of Compression for GPU-Accelerated Queries on Out-of-Memory Datasets
2025. SIGMOD/PODS '25: International Conference on Management of Data, Berlin Germany. p. 1 - 10. DOI : 10.1145/3736227.3736240.The Cambridge Report on Database Research
2025Trustworthy and Efficient LLMs Meet Databases
2024PixelsDB: Serverless and NL-Aided Data Analytics with Flexible Service Levels and Prices
2024The Effect of Scheduling and Preemption on the Efficiency of LLM Inference Serving
2024Optimizing Context-Enhanced Relational Joins
2024. IEEE 40th International Conference on Data Engineering (ICDE), Utrecht, Netherlands, 2024-05-13 - 2024-05-16. p. 501 - 515. DOI : 10.1109/ICDE60146.2024.00045.Adaptive Recursive Query Optimization
2024. IEEE 40th International Conference on Data Engineering (ICDE), Utrecht, Netherlands, 2024-05-13 - 2024-05-17. p. 368 - 381. DOI : 10.1109/ICDE60146.2024.00035.Optimizing Goodput through Sharing for Batch Analytics with Deadlines
2024. International Conference on Extending Database Technology, PAESTUM, ITALY, 2024-03-25 - 2024-03-28. DOI : 10.48786/edbt.2024.29.Oligolithic Cross-task Optimizations across Isolated Workloads.
2024. 14th Annual Conference on Innovative Data Systems Research (CIDR’24), Chaminade, USA, January 14–17, 2024,.Efficient Data Access Paths for Mixed Vector-Relational Search
2024. 20th International Workshop on Data Management on New Hardware (DaMoN), Santiago, Chile, June 10, 2024.Efficient Approximate Analytics via Adaptive Context-Conscious Query Processing
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-9829.Efficient Model-Relational Data Management: Challenges and Opportunities
IEEE Transactions on Knowledge and Data Engineering. 2024. DOI : 10.1109/TKDE.2024.3384276.Efficient and Reusable Lazy Sampling
SIGMOD Record. 2024.Efficient Operational Analytics on Fresh Data
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-9830.HPCache: memory-efficient OLAP through proportional caching revisited
Vldb Journal. 2023. DOI : 10.1007/s00778-023-00828-7.Determining an optimum quantity of interleaved instruction streams of defined coroutines
SAP: US11789741 ; US2019278608 . 2023.Chaosity: Understanding Contemporary NUMA-architectures
2023. Fifteenth TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2023), Vancouver, Canada, August 28, 2023.Improving K-means Clustering Using Speculation
2023. Workshop on Applied AI for Database Systems and Applications (AIDB’23), Vancouver, Canada, August 28 - September 1, 2023.E-Scan: Consuming Contextual Data with Model Plugins
2023. Second International Workshop on Composable Data Management Systems (CDMS’23), Vancouver, Canada, August 28 - September 1, 2023.Post-Moore's Law Fusion: High-Bandwidth Memory, Accelerators, and Native Half-Precision Processing for CPU-Local Analytics
2023. Workshop on Accelerating Analytics and Data Management Systems (ADMS’23), Vancouver, Canada, August 28 - September 1, 2023.Using Cloud Functions as Accelerator for Elastic Data Analytics
2023. ACM SIGMOD/PODS International Conference on Management of Data, Seattle, Washington USA, June 18-23, 2023. DOI : 10.1145/3589306.One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage
2023. DOI : 10.1145/3588699.HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics
2023. 13th Annual Conference on Innovative Data Systems Research (CIDR 2023), Amsterdam, The Netherlands, January 8-11, 2023.From Self-managed Database Systems to Runtime-intelligent Analytics
2023. IEEE 39th International Conference on Data Engineering (ICDE), Anaheim, CA, Apr 03-07, 2023. p. 91 - 91. DOI : 10.1109/CDEW58674.2023.00020.Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics
2023. IEEE 39th International Conference on Data Engineering (ICDE), Anaheim, California, USA, April 3-8, 2023. DOI : 10.1109/ICDE55515.2023.00298.LAQy: Efficient and Reusable Query Approximations via Lazy Sampling
2023. 2023 ACM SIGMOD/PODS Conference, Seattle, WA, USA, June 18-23, 2023. DOI : 10.1145/3589319.Efficient Concurrent Analytical Query Processing using Data and Workload-conscious Sharing
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-8975.The Formidable Mid-Career Crisis
Sigmod Record. 2022. DOI : 10.1145/3572751.3572761.Adaptive table placement in NUMA architectures
SAP: US11275721 ; US2017017674 . 2022.Efficient Massively Parallel Join Optimization for Large Queries
2022. International Conference on Management of Data (SIGMOD), Philadelphia PA, USA, June 12-17, 2022. p. 122 - 135. DOI : 10.1145/3514221.3517871.Efficient Analytical Query Processing on CPU-GPU Hardware Platforms
Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-8068.Boosting Efficiency of External Pipelines by Blurring Application Boundaries
2022. 12th Annual Conference on Innovative Data Systems Research (CIDR ’22), Chaminade, USA, January 9-12, 2022.Dalton: Learned Partitioning for Distributed Data Streams
2022. International Conference on Very Large Databases (VLDB 2022), Sydney, Australia, September 5-9, 2022. p. 491 - 504. DOI : 10.14778/3570690.3570699.The Seattle report on database research
Communications of the ACM. 2022. DOI : 10.1145/3524284.Pixels: An Efficient Column Store for Cloud Data Lakes
2022. 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaisia, May 9-12, 2022. p. 3078 - 3090. DOI : 10.1109/ICDE53745.2022.00276.Efficient GPU-accelerated Join Optimization for Complex Queries
2022. 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, May 9-12, 2022. p. 3190 - 3193. DOI : 10.1109/ICDE53745.2022.00295.The DB Community vis-a-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?
2022. International Conference on Management of Data (SIGMOD), Philadelphia, PA, Jun 12-17, 2022. p. 2498 - 2500. DOI : 10.1145/3514221.3528414.Sampling-Based AQP in Modern Analytical Engines
2022. SIGMOD/PODS '22: International Conference on Management of Dataent on New Hardware, Philadelphia PA, USA, June 13, 2022. p. 1 - 8. DOI : 10.1145/3533737.3535095.Micro-architectural analysis of in-memory OLTP: Revisited
The VLDB Journal. 2021. DOI : 10.1007/s00778-021-00663-8.Storage Management in Smart Data Lake
2021.Micro-architectural Analysis of Database Workloads
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-10363.Scalable Multi-Query Execution using Reinforcement Learning
2021. ACM SIGMOD International Conference on Management of Data, Virtual, China, June 20-25, 2021. DOI : 10.1145/3448016.3452799.Holistic, Efficient, and Real-time Cleaning of Heterogeneous Data
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-7210.Performance Characterization of HTAP Workloads
2021. 37th IEEE International Conference on Data Engineering (IEEE ICDE), ELECTR NETWORK, Apr 19-22, 2021. p. 1829 - 1834. DOI : 10.1109/ICDE51399.2021.00162.Access pattern based optimization of memory access
SAP: US10733185 ; US2019278858 . 2020.A system design for elastically scaling transaction processing engines in virtualized servers
Proceedings Of The Vldb Endowment. 2020. DOI : 10.14778/3415478.3415536.JIT works: decide when all data is known (VLDB Women in Database Research Award talk)
Proceedings Of The Vldb Endowment. 2020. DOI : 10.14778/3415478.3415569.Micro-architectural Analysis of OLAP: Limitations and Opportunities
Proceedings Of The Vldb Endowment. 2020. DOI : 10.14778/3380750.3380755.Task scheduling for highly concurrent analytical and transaction workloads
SAP: US10545789 ; US2018246755 ; EP2819009 ; US9983903 ; US2016217003 ; US9329899 ; EP2819009 ; EP2819009 ; US2014380322 . 2020.GPU-accelerated data management under the test of time
2020. 10th Conference on Innovative Data Systems Research (CIDR), Amsterdam, The Netherlands, January 12-15, 2020.Cleaning Denial Constraint Violations through Relaxation
2020. ACM SIGMOD International Conference on Management of Data (SIGMOD), ELECTR NETWORK, Jun 14-19, 2020. p. 805 - 815. DOI : 10.1145/3318464.3389775.The Next 5 Years: What Opportunities Should the Database Community Seize to Maximize its Impact?
2020. ACM SIGMOD International Conference on Management of Data (SIGMOD), ELECTR NETWORK, Jun 14-19, 2020. p. 411 - 413. DOI : 10.1145/3318464.3394837.Adaptive partitioning and indexing for in situ query processing
Vldb Journal. 2020. DOI : 10.1007/s00778-019-00580-x.Adaptive HTAP through Elastic Resource Scheduling
2020Adaptive HTAP through Elastic Resource Scheduling
2020. ACM SIGMOD International Conference on Management of Data (SIGMOD), ELECTR NETWORK, Jun 14-19, 2020. p. 2043 - 2054. DOI : 10.1145/3318464.3389783.Query-driven Repair of Functional Dependency Violations
2020. IEEE 36th International Conference on Data Engineering (ICDE), Dallas, TX, Apr 20-24, 2020. p. 1894 - 1897. DOI : 10.1109/ICDE48307.2020.00195.The Five-Minute Rule 30 Years Later and Its Impact on the Storage Hierarchy
Communications Of The Acm. 2019. DOI : 10.1145/3318163.Bridging the Latency Gap between NVM and DRAM for Latency-bound Operations
2019. International Workshop on Data Management on New Hardware (DaMoN’19), Amsterdam, Netherlands, July 1, 2019. DOI : 10.1145/3329785.3329917.Dictionary Compression in Point Cloud Data Management
Acm Transactions On Spatial Algorithms And Systems. 2019. DOI : 10.1145/3299770.Taster: Self-Tuning, Elastic and Online Approximate Query Processing
2019. 35th IEEE International Conference on Data Engineering (ICDE 2019), Macau SAR, Chine, April 8-11,2019. p. 482 - 493. DOI : 10.1109/ICDE.2019.00050.Efficient Query Processing for Spatial and Temporal Data Exploration
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9637.HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines
2019. 45th International Conference on Very Large Data Bases, Los Angeles, California, USA, August 26-30, 2019. p. 544 - 556. DOI : 10.14778/3303753.3303760.Efficient Bundled Spatial Range Queries
2019. 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), Chicago, IL, Nov 05-08, 2019. p. 139 - 148. DOI : 10.1145/3347146.3359077.Time- and Space-Efficient Spatial Data Analytics
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9130.Timely and cost-efficient data exploration through adaptive tuning
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9636.Hardware-conscious Query Processing in GPU-accelerated Analytical Engines
2019. 9th Biennial Conference on Innovative Data Systems Research, Asilomar, California, USA, January 13-16, 2019.Hardware-conscious Hash-Joins on GPUs
2019. IEEE International Conference on Data Engineering, Macau SAR, China, April 8-12, 2019. p. 698 - 709. DOI : 10.1109/ICDE.2019.00068.Improving Main-memory Database System Performance through Cooperative Multitasking
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9712.Adaptive Cache Mode Selection for Queries over Raw Data
2018. Ninth International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS), Rio de Janeiro, Brazil, August 27, 2018.QUASII: QUery-Aware Spatial Incremental Index
2018. 21st International Conference on Extending Database Technology (EDBT), Vienna, Austria, March 26-29, 2018. DOI : 10.5441/002/edbt.2018.29.Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane
2018. ACM SIGMOD International Conference on Management of Data, Houston, Texas, USA, June 10-15, 2018. DOI : 10.1145/3183713.3193559.Improving Spatial Data Processing by Clipping Minimum Bounding Boxes
2018. 34th IEEE International Conference on Data Engineering Workshops (ICDEW), Paris, France, April 16-19, 2018. p. 425 - 436. DOI : 10.1109/ICDE.2018.00046.Query Processor
Encyclopedia of Database Systems; New York: Springer, 2018. p. 3058 - 3059.No data left behind: real-time insights from a complex data ecosystem
2017. Symposium on Cloud Computing, 2017, Santa Clara, California, September 25-27, 2017. DOI : 10.1145/3127479.3131208.A Methodology for OLTP Micro-architectural Analysis
2017. DAMON, Chicago, Illinois, May, 14 - 19, 2017. DOI : 10.1145/3076113.3076116.The Case For Heterogeneous HTAP
2017. 8th Biennial Conference on Innovative Data Systems Research, Chaminade, California, January 8-11,2017.Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads
Proceedings of the VLDB Endowment. 2017. DOI : 10.14778/3149193.3149194.BLOCK: Efficient Execution of Spatial Range Queries in Main-Memory
2017The Five minute Rule Thirty Years Later and its Impact on the Storage Hierarchy
2017. Proceedings of the 7th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, Munich, Germany.GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons
2017. The 44th International Conference on Very Large Data Bases, Rio de Janeiro, Brazil, August 27-31, 2018. DOI : 10.14778/3157794.3157803.ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data
Proceedings of the VLDB Endowment. 2017. DOI : 10.14778/3157794.3157801.Interleaving with Coroutines: A Practical Approach for Robust Index Joins
2017. The 44th International Conference on Very Large Data Bases, Rio de Janeiro, Brazil, August 27-31, 2018. p. 230 - 242. DOI : 10.14778/3149193.3149202.Just-in-time Analytics Over Heterogeneous Data and Hardware
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-8077.Dictionary Compression in Point Cloud Data Management
2017. 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Los Angeles Area, CA, USA, November 7-10, 2017. DOI : 10.1145/3139958.3139969.CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning
2017. 43rd International Conference on Very Large Databases, Munich, Germany, August 28th to September 1, 2017. p. 1466 - 1477. DOI : 10.14778/3137628.3137654.Space Odyssey - Efficient Exploration of Scientific Data
2016. 3rd International Workshop on Exploratory Search in Databases and the Web, San Francisco, California, USA, June 26 - July 1, 2016. p. 12 - 18. DOI : 10.1145/2948674.2948677.Toward timely, predictable and cost-effective data analytics
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7140.More Than A Network: Distributed OLTP on Clusters of Hardware Islands
2016. 12th International Workshop on Data Management on New Hardware. DOI : 10.1145/2933349.2933355.Micro-architectural Analysis of In-memory OLTP
2016. SIGMOD 2016. p. 387 - 402. DOI : 10.1145/2882903.2882916.TRANSFORMERS: Robust Spatial Joins on Non-Uniform Data Distributions
2016. IEEE 32nd International Conference on Data Engineering, Helsinki, Finland. p. 673 - 684. DOI : 10.1109/ICDE.2016.7498280.OLTP on a server-grade ARM: power, throughput and latency comparison
2016. DAMON, San Francisco, California, 26 06 - 01 07 2016. p. 1 - 7. DOI : 10.1145/2933349.2933359.Cheap Data Analytics using Cold Storage Devices
2016. 42st International Conference on Very Large Data Bases, New Delhi, India, September 5-9, 2016. p. 1029 - 1040. DOI : 10.14778/2994509.2994521.High Performance Transaction Processing on Non-Uniform Hardware Topologies
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7023.Fast Queries Over Heterogeneous Data Through Engine Customization
2016. 42nd International Conference on Very Large Databases, New Delhi, India, September 5-9, 2016. p. 972 - 983. DOI : 10.14778/2994509.2994516.DBMS Data Loading: An Analysis on Modern Hardware
2016. 7th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures. p. 95 - 117. DOI : 10.1007/978-3-319-56111-0_6.Scaling Up Concurrent Analytical Workloads on Multi-Core Servers
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7222.Characterization of the Impact of Hardware Islands on OLTP
Vldb Journal. 2016. DOI : 10.1007/s00778-015-0413-2.Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement
2015. 41st International Conference on Very Large Data Bases, Kohala Coast, Hawaii, USA, August 31 - September 4, 2015. p. 1442 - 1453. DOI : 10.14778/2824032.2824043.Reconstruction and Simulation of Neocortical Microcircuitry
Cell. 2015. DOI : 10.1016/j.cell.2015.09.029.Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship
2015. Very Large Data Bases (VLDB) Conference, Kohala Coast, Hawai'i, 31 August - 4 September 2015. p. 2058 - 2069.NoDB: Efficient Query Execution on Raw Data Files
Communications of the ACM. 2015. DOI : 10.1145/2830508.Configuring Spatial Grids for Efficient Main Memory Joins
2015. British International Conference on Databases (BICOD ’15). DOI : 10.1007/978-3-319-20424-6_19.THERMAL-JOIN: A Scalable Spatial Join for Dynamic Workloads
2015. International Conference on Management of Data (SIGMOD '15). p. 939 - 950. DOI : 10.1145/2723372.2749434.Just-In-Time Data Virtualization: Lightweight Data Management with ViDa
2015. 7th Biennial Conference on Innovative Data Systems Research (CIDR), Asilomar, California, USA, January 4-7, 2015.Extending database task schedulers for multi-threaded application code
2015. International Conference on Scientific and Statistical Database Management, San Diego, California, USA, June 29 - July 1, 2015. DOI : 10.1145/2791347.2791379.Towards the Identification of Disease Signatures
2015. Brain Informatics and Health - 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015. p. 145 - 155. DOI : 10.1007/978-3-319-23344-4_15.Runtime Prediction for Scale-Out Data Analytics
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6629.Smooth Scan: Statistics-Oblivious Access Paths
2015. 31st IEEE International Conference on Data Engineering, Seoul, Korea, April 13-17, 2015. p. 315 - 326. DOI : 10.1109/ICDE.2015.7113294.Reconsolidating Data Structures
2015. International Conference on Extending Database Technology 2015 (EDBT 2015).Scaling the Memory Power Wall with DRAM-Aware Data Management
2015. DaMoN 2015 Workshop on Data Management on New Hardware, Melbourne, VIC, Australia, June 1, 2015. DOI : 10.1145/2771937.2771947.Adaptive Query Processing on Raw Data Files
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6644.RUBIK: Efficient Threshold Queries on Massive Time Series
2015. 27th International Conference on Scientific and Statistical Database Management, San Diego, California, USA, June 29 - July 1, 2015. DOI : 10.1145/2791347.2791372.Scaling up Mixed Workloads: a Battle of Data Freshness, Flexibility, and Scheduling
2015. Sixth TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2014), Hangzhou, China, September 1-5, 2014. p. 97 - 112. DOI : 10.1007/978-3-319-15350-6_7.Applying HTM to an OLTP System: No Free Lunch
2015. The 11th International Workshop on Data Management on New Hardware, Melbourne, VIC, Australia, May 31 - June 04, 2015. DOI : 10.1145/2771937.2771946.How to Stop Under-Utilization and Love Multicores
2015. 31st IEEE International Conference on Data Engineering, Seoul, Korea, April 13-17, 2015. p. 1530 - 1533. DOI : 10.1109/ICDE.2015.7113419.Online Updates on Data Warehouses via Judicious Use of Solid-State Storage
Acm Transactions On Database Systems. 2015. DOI : 10.1145/2699484.Scalable Exploration of Spatial Data in Large-Scale Scientific Simulations
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6125.Spatial Data Management Challenges in the Simulation Sciences
2014. International Conference on Extending Database technology (EDBT '14), Athens, Greece, March, 2014. p. 217 - 222. DOI : 10.5441/002/edbt.2014.20.Transactions Chasing Scalability and Instruction Locality on Multicores
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6411.DiNoDB: Efficient Large-Scale Raw Data Analytics
2014. 1st International Workshop on Bringing the Value of "Big Data" to Users (Data4U 2014), Hangzhou, China, September 1, 2014. DOI : 10.1145/2658840.2658841.Reactive and Proactive Sharing Across Concurrent Analytical Queries
2014. 2014 ACM SIGMOD International Conference on Management of Data (SIGMOD 2014), Snowbird, UT, USA, June 22-27, 2014. p. 889 - 892. DOI : 10.1145/2588555.2594514.How to Stop Under-Utilization and Love Multicores
2014. 2014 ACM SIGMOD International Conference on Management of Data, Snowbird, Utah, USA, June 22-27, 2014. p. 189 - . DOI : 10.1145/2588555.2588892.ADDICT: Advanced Instruction Chasing for Transactions
2014. 41st International Conference on Very Large Databases, Waikoloa, Hawaii, USA, August 31 - September 4, 2015. p. 1893 - 1904. DOI : 10.14778/2733085.2733095.Query management system and engine allowing for efficient query execution on raw details
US9298754 ; US2014136513 . 2014.Flash-aware Database Transactions
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6121.Solid-State Storage and Work Sharing for Efficient Scaleup Data Analytics
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6032.BF-Tree: Approximate Tree Indexing
2014. 41st International Conference on Very Large Databases, Waikoloa, Hawaii, USA, 31 August- 4 September 2015.OCTOPUS: Efficient Query Execution on Dynamic Mesh Datasets
2014. 30st International Conference on Data Engineering (ICDE '14), Chicago, USA, April, 2014.Adaptive Query Processing on RAW Data
2014. 40th International Conference on Very Large Databases, Hangzhou, China, September 1-5, 2014.Dynamic Fine-Grained Scheduling for Energy-Efficient Main-Memory Queries
2014. 10th International Workshop on Data Management on New Hardware, Snowbird, Utah, USA, June 22-27, 2014. DOI : 10.1145/2619228.2619229.Eliminating unscalable communication in transaction processing
Vldb Journal. 2014. DOI : 10.1007/s00778-013-0312-3.ATraPos: Adaptive Transaction Processing on Hardware Islands
2014. 30th IEEE International Conference on Data Engineering, Chicago, IL, USA, March 31 - Apr 4, 2014. p. 688 - 699. DOI : 10.1109/ICDE.2014.6816692.A Case for Specialized Processors for Scale-Out Workloads
IEEE Micro. 2014. DOI : 10.1109/MM.2014.41.H2O: A Hands-free Adaptive Store
2014. ACM SIGMOD International Conference on Management of Data, Snowbird, Utah, USA, June 22-27, 2014. DOI : 10.1145/2588555.2610502.STREX: Boosting Instruction Cache Reuse in OLTP Workloads Through Stratified Transaction Execution
2013. 40th International Symposium on Computer Architecture, Tel-Aviv, Israel, June 23-27, 2013. p. 273 - 284. DOI : 10.1145/2485922.2485946.GIPSY: Joining Spatial Datasets with Contrasting Density
2013. International Conference on Scientific and Statistical Database Management, Baltimore, Maryland, USA, July, 2013.PREDIcT: Towards Predicting the Runtime of Large Scale Iterative Analytics
2013. VLDB, Hongzhou, China, 2014. p. 1678 - 1689. DOI : 10.14778/2556549.2556553.Enabling efficient OS paging for main-memory OLTP databases
2013. DaMoN '13, New York, New York, USA, June 24, 2013. DOI : 10.1145/2485278.2485285.Sharing Data and Work Across Concurrent Analytical Queries
2013. 39th International Conference on Very Large Data Bases. DOI : 10.14778/2536360.2536364.Towards Predicting the Runtime of Iterative Analytics with PREDIcT
2013Enabling Scientific Discovery Via Innovative Spatial Data Management
Data Engineering Bulletin. 2013.Approximate Probabilistic Tree Indexing for Partitionable Data
2013Improving flash write performance by using update frequency
2013. 39th International Conference on Very Large Data Bases, Riva del Garda, Trento, Italy, August 26-30, 2013. p. 733 - 744. DOI : 10.14778/2536360.2536372.Scaling up analytical queries with column-stores
2013. 6th International Workshop on Testing Database Systems, New York, NY, USA, June 24, 2013.TOUCH: In-Memory Spatial Join by Hierarchical Data-Oriented Partitioning
2013. International Conference on Management of Data (SIGMOD '13), New York, New York, USA, June 2013.Data-driven Neuroscience: Enabling Breakthroughs Via Innovative Data Management
2013. International Conference on Management of Data (SIGMOD '13), New York, New York, USA, June 2013.OLTP in Wonderland -- Where do cache misses come from in major OLTP components?
2013. 9th International Workshop on Data Management on New Hardware, New York, New York, USA, June 24, 2013. p. 8:1 - . DOI : 10.1145/2485278.2485286.Computational Neuroscience Breakthroughs Through Innovative Data Management
2013. East-European Conference on Advances in Databases and Information Systems, Genoa, Italy, September, 2013. p. 14 - 27. DOI : 10.1007/978-3-642-40683-6_2.Task Scheduling for Highly Concurrent Analytical and Transactional Main-Memory Workloads
2013. Fourth International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, Riva del Garda, Trento, Italy, August 26, 2013.Accelerating Spatial Range Queries
2013. International Conference on Extending Database Technology (EDBT 2013), Genoa, Italy, March, 2013.Toward Scalable Transaction Processing -- Evolution of Shore-MT
2013. 39th International Conference on Very Large Data Bases, Riva del Garda, Trento, Italy, August 26-30, 2013. p. 1192 - . DOI : 10.14778/2536222.2536255.From A to E: Analyzing TPC’s OLTP Benchmarks -- The obsolete, the ubiquitous, the unexplored
2013. 16th International Conference on Extending Database Technology, Genoa, Italy, March 18-22, 2013. p. 17 - 28. DOI : 10.1145/2452376.2452380.Scalable and Dynamically Balanced Shared-Everything OLTP with Physiological Partitioning
The VLDB Journal. 2013. DOI : 10.1007/s00778-012-0278-6.OLTP on Hardware Islands
2012. 38th International Conference on Very Large Databases, Istanbul, Turkey, August 27 - 31, 2012. p. 1447 - 1458.NoDB in Action: Adaptive Query Processing on Raw Data
2012. The 38th International Conference on Very Large Data Bases, Istanbul, Turkey, August 27-31, 2012. p. 1942 - 1945. DOI : 10.14778/2367502.2367543.NoDB: Efficient Query Execution on Raw Data Files
2012. ACM SIGMOD International Conference on Management of Data, Scottsdale, Arizona, USA, May 20–24, 2012. p. 241 - 252. DOI : 10.1145/2213836.2213864.Same Queries, Different Data: Can we Predict Query Performance?
2012. 7th International Workshop on Self Managing Database Systems, Washington DC, USA, April, 2012.SLICC: Self-Assembly of Instruction Cache Collectives for OLTP Workloads
2012. The 45th Annual IEEE/ACM International Symposium on Microarchitecture, Vancouver, BC, Canada, December 1-5, 2012. p. 188 - 198. DOI : 10.1109/MICRO.2012.26.Accelerating Range Queries For Brain Simulations
2012. 28th International Conference on Data Engineering (ICDE '12), Washington DC, USA, March, 2012. p. 941 - 952. DOI : 10.1109/Icde.2012.56.Quantifying the Mismatch between Emerging Scale-Out Applications and Modern Processors
ACM Transactions on Computer Systems. 2012. DOI : 10.1145/2382553.2382557.SCOUT: Prefetching for Latent Structure Following Queries
2012. 38th International Conference on Very Large Databases (VLDB '12), Istanbul, Turkey, August, 2012. p. 1531 - 1542. DOI : 10.14778/2350229.2350267.Scalability of write-ahead logging on multicore and multisocket hardware
The VLDB Journal. 2012. DOI : 10.1007/s00778-011-0260-8.Metadata Front-end for Shore-MT Storage Manager
2012Reducing OLTP Instruction Misses With Thread Migration
2012. 8th International Workshop on Data Management on New Hardware (DaMoN 2012), Scottsdale, Arizona, USA, May 21, 2012.Automated Physical Designers: What You See is (Not) What You Get
2012. Fifth International Workshop on Testing Database Systems, Scottsdale, Arizona, U.S.A., May 21, 2012. DOI : 10.1145/2304510.2304522.Optimal service pricing for a cloud cache
10th Hellenic Data Management Symposium (HDMS 2011), Athens, Greece, June 17-18, 2011.MaSM: Efficient Online Updates in Data Warehouses
2011. ACM SIGMOD International Conference on Management of Data, Athens, Greece, June 12-16, 2011. DOI : 10.1145/1989323.1989414.Optimal service pricing for a cloud cache
IEEE Transactions on Knowledge and Data Engineering. 2011. DOI : 10.1109/TKDE.2011.35.A Data-oriented Transaction Execution Engine and Supporting Tools
2011. ACM SIGMOD International Conference on Management of Data, Athens, Greece, June 12-16, 2011. p. 1237 - 1240. DOI : 10.1145/1989323.1989463.Challenges and Opportunities in Self-Managing Scientific Databases
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2011. 37th International Conference on Very Large Data Bases, Seattle, Washington, USA, August 29 - September 3, 2011. p. 610 - 621. DOI : 10.14778/2021017.2021019.Embarrassingly Scalable Database Systems
2011. IEEE 27th International Conference on Data Engineering (ICDE 2011), Hannover, GERMANY, Apr 11-16, 2011. DOI : 10.1109/ICDE.2011.5767964.Here are my Data Files. Here are my Queries. Where are my Results?
2011. CIDR, Asilomar, CA, USA, January 9-12, 2011.Clearing the Clouds: A Study of Emerging Workloads on Modern Hardware
2011CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads
2011. p. 362 - 372. DOI : 10.14778/1978665.1978668.PARINDA: An Interactive Physical Designer for PostgreSQL
2010. EDBT 2010, Lausanne, Switzerland, March 22-26, 2010. p. 701 - 704. DOI : 10.1145/1739041.1739131.Adaptive query execution for data management in the cloud
2010. the second international workshop, Toronto, ON, Canada, 2010-10-30. p. 17 - 24. DOI : 10.1145/1871929.1871933.TPC-E vs. TPC-C: Characterizing the New TPC-E Benchmark via an I/O Comparison Study
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2010. ACM SIGMOD International Conference on Management of Data, Indianapolis, Indiana, USA, June 6–10, 2010. p. 1183 - 1186. DOI : 10.1145/1807167.1807314.Flash in a DBMS: Where and How?
IEEE Data Engineering Bulletin. 2010.Near-Optimal Cache Block Placement with Reactive Nonuniform Cache Architectures
IEEE Micro. 2010. DOI : 10.1109/MM.2010.22.Aether: A scalable approach to logging
2010. 36th International Conference on Very Large Data Bases, Singapore, September 13-17, 2010. DOI : 10.14778/1920841.1920928.Caching All Plans with Just One Optimizer Call
2010. 5th International Workshop on Self Managing Database Systems (SMDB 2010), Long Beach, CA, USA, 1-6 March 2010.Managing scientific data
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2010. ASPLOS 2010, Pittsburgh, PA, USA, March 13-17. p. 117 - 128. DOI : 10.1145/1736020.1736035.Efficient Model-driven Query Processing Based on Data Regeneration
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2009. 35th International conference on Very Large Databases (VLDB), Lyon, August 24-28. p. 479 - 489. DOI : 10.14778/1687627.1687682.Shore-MT: A Scalable Storage Manager for the Multicore Era
2009. 12th International Conference on Extending Database Technology, Saint Petersburg, Russia, March 24-26. p. 24 - 35. DOI : 10.1145/1516360.1516365.Adaptive Physical Design for Curated Archives
2009. SSDBM '09, New Orleans, June 2-4. p. 148 - 166. DOI : 10.1007/978-3-642-02279-1_11.A New Look at the Roles of Spinning and Blocking
2009. Fifth International Workshop on Data Management on New Hardware, Providence, Rhode Island, June 28. DOI : 10.1145/1565694.1565700.Reactive NUCA: Near-Optimal Block Placement and Replication in Distributed Caches
2009. 36th ACM/IEEE Annual International Symposium on Computer Architecture, Austin, TX. p. 184 - 195. DOI : 10.1145/1555754.1555779.Evaluating and Repairing Write Performance on Flash Devices
2009. Fifth International Workshop on Data Management on New Hardware, Providence, Rhode Island, June 28. DOI : 10.1145/1565694.1565697.Improving OLTP Concurrency through Early Lock Release
2009An Economic Model for Self-tuned Cloud Caching
2009. ICDE '09, Sanghai, March 29 - April 2. p. 1687 - 1693. DOI : 10.1109/ICDE.2009.143.Scalable query result caching for web applications
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ACM Transactions on Computer Systems. 2008. DOI : 10.1145/1328671.1328673.Dynamic faceted search for discovery-driven analysis
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2008. ACM SIGMOD, Vancouver, Canada, June 9-12, 2008. p. 739 - 752. DOI : 10.1145/1376616.1376691.Temporal streams in commercial server applications
2008. IEEE International Symposium on Workload Characterization (IISWC), Seattle, WA, September. p. 99 - 108. DOI : 10.1109/IISWC.2008.4636095.Critical Sections: Re-Emerging Scalability Concerns for Database Storage Engines
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2005.On Multidimensional Data and Modern Disks
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2005.Temporal Streaming of Shared Memory
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IEEE Data Engineering Bulletin. 2005.Optimistic Intra-Transaction Parallelism on Chip Multiprocessors
2005. p. 73 - 84.Continuous resource monitoring for self-predicting DBMS
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2004. 20th International Conference on Data Engineering, Boston, MA, USA, 30 March - 2 April 2004. p. 535 - 546.Atropos: A Disk Array Volume Manager for Orchestrated Use of Disks
2004. p. 159 - 172.Workload-Driven Schema Design for Large Scientific Databases
IEEE Data Engineering Bulletin. 2004.Database Architecture for New Hardware
2004.AutoPart: Automating Schema Design for Large Scientific Databases Using Data Partitioning
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2004. p. 696 - 707.Memory coherence activity prediction in commercial workloads
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2004. p. 660 - 671.Diamond: A Storage Architecture for Early Discard in Interactive Search
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2003.Lachesis: Robust Database Storage Management Based on Device-specific Performance Characteristics
2003. p. 706 - 717. DOI : 10.1016/B978-012722442-8/50068-9.Matching Database Access Patterns to Storage Characteristics
2003. International Conference on Very Large Data Bases, Berlin, Germany, 2003.Time management for new faculty
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SIGMOD Record. 2003. DOI : 10.1145/959060.959069.Exposing undergraduate students to database system internals
SIGMOD Record. 2003. DOI : 10.1145/945721.945725.Reminiscences on Influential Papers
SIGMOD Record. 2002.Data page layouts for relational databases on deep memory hierarchies
The VLDB Journal. 2002. DOI : 10.1007/s00778-002-0074-9.Capturing the spatio-temporal behavior of real traffic data
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2002Walking Four Machines By The Shore
Fourth Workshop on Computer Architecture Evaluation using Commercial Workloads (CAECW’01), Monterrey, Mexico, January 2001.Weaving Relations for Cache Performance
2001. p. 169 - 180.A Storage Model to Bridge the Processor/Memory Speed Gap
2001. High Performance Transaction Systems Workshop (HPTS), Asilomar, CA, October 2001.Timestamp snooping: an approach for extending SMPs
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1998. p. 190 - 199. DOI : 10.1109/SSDM.1998.688123.Managing Soil Science Experiments Using ZOO
1997. p. 121 - 124.ZOO: A Desktop Emperiment Management Environment
1997. p. 580 - 583. DOI : 10.1145/253260.253415.MILORD: Advanced database technology for implementing a multimedia medical workstation
1993. Third International Conference on Image Management and Communication, Berlin, Germany, June 1993.A Object Oriented Architecture For Multimedia Information Systems
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2007. Asilomar, CA, January.Improving instruction cache performance in OLTP
ACM Transactions on Database Systems. 2006. DOI : 10.1145/1166074.1166079.Efficient query processing on unstructured tetrahedral meshes
2006. International Conference on Management of Data (SIGMOD), Chicago, Illinois, USA, June 27-29, 2006. p. 551-562. DOI : 10.1145/1142473.1142535.On Multidimensional Data and Modern Disks
2005. Conference on File and Storage Technologies (FAST), San Francisco, CA, USA, December 13-16, 2005. p. 17-17.Enseignement et PhD
Doctorant·es actuel·les
Hamish Nicholson, Anna Herlihy, Yi Jiang, Eleni Zapridou, Georgiy Konstantinovich Lebedev, Ioanna Tsakalidou
A dirigé les thèses EPFL de
Farhan Tauheed, Radu Ioan Stoica, Manos Athanassoulis, Pinar Tözün, Adrian Daniel Popescu, Ioannis Alagiannis, Renata Borovica-Gajic, Danica Porobic, Iraklis Psaroudakis, Manos Karpathiotakis, Matthaios Alexandros Olma, Mirjana Pavlovic, Eleni Tzirita Zacharatou, Georgios Psaropoulos, Utku Sirin, Styliani Asimina Giannakopoulou, Periklis Chrysogelos, Panagiotis Sioulas, Viktor Sanca, Aunn Raza
A co-dirigé les thèses EPFL de
Cours
Data-intensive systems
CS-300
Ce cours couvre les concepts de conception des systèmes de gestion des données en utilisant une approche pratique.
Systems for data management and data science
CS-460
Ce cours est destiné aux étudiants souhaitant comprendre les systèmes modernes d'analyse de données et de bases de données. Il aborde les principes essentiels pour concevoir et gérer des systèmes de traitement de grandes quantités de données, couvrant divers sujets et technologies.