Anastasia Ailamaki
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Greek/Swiss computer scientist
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Computer Science
Why Is Anastasia Ailamaki Influential?
(Suggest an Edit or Addition)According to Wikipedia, Anastasia Ailamaki is a Professor of Computer Sciences at the École Polytechnique Fédérale de Lausanne in Switzerland and the Director of the Data-Intensive Applications and Systems lab. She is also the co-founder of RAW Labs SA, a Swiss company developing real-time analytics infrastructures for heterogeneous big data. Formerly, she was an associate professor of computer science at Carnegie Mellon School of Computer Science.
Anastasia Ailamaki's Published Works
Published Works
- Reconstruction and Simulation of Neocortical Microcircuitry (2015) (1085)
- Clearing the clouds: a study of emerging scale-out workloads on modern hardware (2012) (912)
- DBMSs on a Modern Processor: Where Does Time Go? (1999) (565)
- Reactive NUCA: near-optimal block placement and replication in distributed caches (2009) (417)
- Weaving Relations for Cache Performance (2001) (408)
- SimFlex: Statistical Sampling of Computer System Simulation (2006) (355)
- Toward Dark Silicon in Servers (2011) (316)
- Queuing Systems (2018) (308)
- Shore-MT: a scalable storage manager for the multicore era (2009) (239)
- The Claremont report on database research (2008) (238)
- Data-oriented transaction execution (2010) (217)
- NoDB: efficient query execution on raw data files (2012) (214)
- Improving hash join performance through prefetching (2004) (210)
- QPipe: a simultaneously pipelined relational query engine (2005) (206)
- Scheduling threads for constructive cache sharing on CMPs (2007) (179)
- Database Servers on Chip Multiprocessors: Limitations and Opportunities (2007) (177)
- Storage device performance prediction with CART models (2004) (175)
- AutoPart: automating schema design for large scientific databases using data partitioning (2004) (155)
- Temporal streaming of shared memory (2005) (153)
- Diamond: A Storage Architecture for Early Discard in Interactive Search (2004) (143)
- Data page layouts for relational databases on deep memory hierarchies (2002) (139)
- H2O: a hands-free adaptive store (2014) (139)
- To Share or Not To Share? (2007) (137)
- Spatio-temporal memory streaming (2009) (137)
- Aether: A Scalable Approach to Logging (2010) (135)
- The Beckman Report on Database Research (2014) (129)
- Dynamic faceted search for discovery-driven analysis (2008) (124)
- Middleware-based database replication: the gaps between theory and practice (2007) (123)
- Mechanisms for store-wait-free multiprocessors (2007) (121)
- Managing scientific data (2010) (119)
- Optimal Service Pricing for a Cloud Cache (2011) (117)
- Priority mechanisms for OLTP and transactional Web applications (2004) (110)
- Scientific workflow management by database management (1998) (105)
- Challenges inbuilding a DBMS Resource Advisor (2006) (105)
- Here are my Data Files. Here are my Queries. Where are my Results? (2011) (104)
- An Economic Model for Self-Tuned Cloud Caching (2009) (99)
- PLP: Page Latch-free Shared-everything OLTP (2011) (90)
- Capturing the spatio-temporal behavior of real traffic data (2002) (89)
- Temporal instruction fetch streaming (2008) (87)
- Practical off-chip meta-data for temporal memory streaming (2009) (85)
- On multidimensional data and modern disks (2005) (83)
- Designing Access Methods: The RUM Conjecture (2016) (82)
- Adaptive Query Processing on RAW Data (2014) (81)
- An environmental sensor network to determine drinking water quality and security (2003) (80)
- TPC-E vs. TPC-C: characterizing the new TPC-E benchmark via an I/O comparison study (2011) (76)
- Log-based architectures for general-purpose monitoring of deployed code (2006) (73)
- A Case for Staged Database Systems (2003) (73)
- OLTP on Hardware Islands (2012) (72)
- Improving OLTP Scalability using Speculative Lock Inheritance (2009) (72)
- Continuous resource monitoring for self-predicting DBMS (2005) (72)
- CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads (2011) (67)
- Improving Flash Write Performance by Using Update Frequency (2013) (64)
- Decoupling contention management from scheduling (2010) (62)
- Scalable query result caching for web applications (2008) (61)
- Atropos: A Disk Array Volume Manager for Orchestrated Use of Disks (2004) (60)
- DBmbench: fast and accurate database workload representation on modern microarchitecture (2005) (60)
- Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement (2015) (60)
- STEPS towards Cache-resident Transaction Processing (2004) (59)
- Fast Queries Over Heterogeneous Data Through Engine Customization (2016) (58)
- Scalability of write-ahead logging on multicore and multisocket hardware (2012) (58)
- BF-Tree: Approximate Tree Indexing (2014) (58)
- Evaluating and repairing write performance on flash devices (2009) (58)
- ATraPos: Adaptive transaction processing on hardware Islands (2014) (56)
- An Integer Linear Programming Approach to Database Design (2007) (56)
- Just-In-Time Data Virtualization: Lightweight Data Management with ViDa (2015) (56)
- Accelerating database operators using a network processor (2005) (55)
- PREDIcT: Towards Predicting the Runtime of Large Scale Iterative Analytics (2013) (55)
- Enabling efficient OS paging for main-memory OLTP databases (2013) (54)
- The Claremont report on database research (2009) (54)
- The Seattle Report on Database Research (2020) (54)
- From A to E: analyzing TPC's OLTP benchmarks: the obsolete, the ubiquitous, the unexplored (2013) (52)
- TOUCH: in-memory spatial join by hierarchical data-oriented partitioning (2013) (50)
- Clearing the Clouds: A Study of Emerging Workloads on Modern Hardware (2011) (50)
- Sharing Data and Work Across Concurrent Analytical Queries (2013) (50)
- Accelerating Range Queries for Brain Simulations (2012) (50)
- Temporal streams in commercial server applications (2008) (49)
- StagedDB: Designing Database Servers for Modern Hardware (2005) (48)
- Efficient query processing on unstructured tetrahedral meshes (2006) (47)
- The Case For Heterogeneous HTAP (2017) (47)
- A new look at the roles of spinning and blocking (2009) (47)
- MaSM: efficient online updates in data warehouses (2011) (46)
- A Scalability Service for Dynamic Web Applications (2005) (45)
- Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing (2017) (44)
- Memory coherence activity prediction in commercial workloads (2004) (41)
- The Beckman report on database research (2016) (41)
- GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons (2017) (40)
- Adaptive NUMA-aware data placement and task scheduling for analytical workloads in main-memory column-stores (2016) (40)
- Lachesis: Robust Database Storage Management Based on Device-specific Performance Characteristics (2003) (39)
- Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling (2014) (39)
- Clotho: Decoupling memory page layout from storage organization (2004) (38)
- Efficient use of the query optimizer for automated physical design (2007) (37)
- Micro-architectural Analysis of In-memory OLTP (2016) (36)
- Task Scheduling for Highly Concurrent Analytical and Transactional Main-Memory Workloads (2013) (36)
- Timestamp snooping: an approach for extending SMPs (2000) (35)
- HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines (2019) (35)
- Improving instruction cache performance in OLTP (2006) (34)
- Interleaving with Coroutines: A Practical Approach for Robust Index Joins (2017) (33)
- Tolerating Dependences Between Large Speculative Threads Via Sub-Threads (2006) (33)
- Same Queries, Different Data: Can We Predict Runtime Performance? (2012) (33)
- Improving preemptive prioritization via statistical characterization of OLTP locking (2005) (32)
- A Case for Specialized Processors for Scale-Out Workloads (2014) (32)
- Flash in a DBMS: Where and How? (2010) (30)
- Bridging the Latency Gap between NVM and DRAM for Latency-bound Operations (2019) (30)
- SLICC: Self-Assembly of Instruction Cache Collectives for OLTP Workloads (2012) (30)
- Query co-processing on commodity processors (2006) (30)
- Predicting cost amortization for query services (2011) (29)
- Efficient Use of the Query Optimizer for Automated Database Design (2007) (29)
- Quantifying the Mismatch between Emerging Scale-Out Applications and Modern Processors (2012) (29)
- Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads (2017) (27)
- Automated physical design in database caches (2008) (27)
- Scalable and dynamically balanced shared-everything OLTP with physiological partitioning (2013) (26)
- Hardware-Conscious Hash-Joins on GPUs (2019) (26)
- Optimistic Intra-Transaction Parallelism on Chip Multiprocessors (2005) (26)
- PARINDA: an interactive physical designer for PostgreSQL (2010) (26)
- Dynamic fine-grained scheduling for energy-efficient main-memory queries (2014) (25)
- Critical sections: re-emerging scalability concerns for database storage engines (2008) (25)
- Eliminating unscalable communication in transaction processing (2014) (25)
- OLTP in wonderland: where do cache misses come from in major OLTP components? (2013) (25)
- STREX: boosting instruction cache reuse in OLTP workloads through stratified transaction execution (2013) (24)
- Making Address-Correlated Prefetching Practical (2010) (24)
- A Workload-Driven Unit of Cache Replacement for Mid-Tier Database Caching (2007) (24)
- Near-Optimal Cache Block Placement with Reactive Nonuniform Cache Architectures (2010) (23)
- Adaptive HTAP through Elastic Resource Scheduling (2020) (23)
- ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data (2017) (23)
- Smooth Scan: Statistics-oblivious access paths (2015) (22)
- Scaling the Memory Power Wall With DRAM-Aware Data Management (2015) (22)
- NoDB in Action: Adaptive Query Processing on Raw Data (2012) (22)
- Inspector Joins (2005) (21)
- Simultaneous scalability and security for data-intensive web applications (2006) (21)
- Hardware-conscious Query Processing in GPU-accelerated Analytical Engines (2019) (21)
- Automated physical designers: what you see is (not) what you get (2012) (20)
- Smooth Scan: robust access path selection without cardinality estimation (2018) (20)
- Power Scaling: the Ultimate Obstacle to 1K-Core Chips (2010) (20)
- CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning (2017) (18)
- Cleaning Denial Constraint Violations through Relaxation (2020) (18)
- Cheap Data Analytics using Cold Storage Devices (2016) (18)
- Improving Spatial Data Processing by Clipping Minimum Bounding Boxes (2018) (18)
- Store-ordered streaming of shared memory (2005) (18)
- Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane (2018) (17)
- Adaptive partitioning and indexing for in situ query processing (2019) (17)
- A data-oriented transaction execution engine and supporting tools (2011) (17)
- Online Updates on Data Warehouses via Judicious Use of Solid-State Storage (2015) (17)
- QUASII: QUery-Aware Spatial Incremental Index (2018) (17)
- Chip multiprocessors for server workloads (2009) (16)
- CMP Support for Large and Dependent Speculative Threads (2007) (16)
- Extending database task schedulers for multi-threaded application code (2015) (16)
- ADDICT: Advanced Instruction Chasing for Transactions (2014) (16)
- GPU-accelerated data management under the test of time (2020) (16)
- Interleaving with coroutines: a systematic and practical approach to hide memory latency in index joins (2018) (16)
- The Five-minute Rule Thirty Years Later and its Impact on the Storage Hierarchy (2017) (15)
- Aether (2010) (15)
- Adaptive query execution for data management in the cloud (2010) (15)
- R-NUCA: Data Placement in Distributed Shared Caches (2009) (15)
- diagnosing performance changes by comparing request Flows (15)
- An automated, yet interactive and portable DB designer (2010) (14)
- SCOUT: Prefetching for Latent Feature Following Queries (2012) (14)
- Invalidation Clues for Database Scalability Services (2007) (14)
- Same Queries, Different Data: Can we Predict Query Performance? (2012) (13)
- RITA: an index-tuning advisor for replicated databases (2013) (13)
- Time management for new faculty (2003) (13)
- MultiMap: Preserving disk locality for multidimensional datasets (2007) (13)
- Adaptive Physical Design for Curated Archives (2009) (12)
- Simultaneous Pipelining in QPipe: Exploiting Work Sharing Opportunities Across Queries (2006) (12)
- SCOUT : Prefetching for Latent Structure Following Queries (2012) (12)
- THERMAL-JOIN: A Scalable Spatial Join for Dynamic Workloads (2015) (11)
- DiNoDB: Efficient Large-Scale Raw Data Analytics (2014) (11)
- DBMS Data Loading: An Analysis on Modern Hardware (2016) (11)
- Exposing undergraduate students to database system internals (2003) (11)
- Database architectures for new hardware (2005) (11)
- Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship (2015) (11)
- The five-minute rule 30 years later and its impact on the storage hierarchy (2019) (10)
- Efficient Bundled Spatial Range Queries (2019) (10)
- Walking Four Machines By The Shore (2001) (10)
- BLOCK: Efficient Execution of Spatial Range Queries in Main-Memory (2017) (10)
- OLTP on a server-grade ARM: power, throughput and latency comparison (2016) (10)
- Taster: Self-Tuning, Elastic and Online Approximate Query Processing (2019) (10)
- Managing scientific data: lessons, challenges, and opportunities (2011) (9)
- Incrementally parallelizing database transactions with thread-level speculation (2008) (9)
- DiNoDB: An Interactive-Speed Query Engine for Ad-Hoc Queries on Temporary Data (2016) (9)
- Dictionary Compression in Point Cloud Data Management (2017) (9)
- Caching all plans with just one optimizer call (2010) (9)
- TRANSFORMERS: Robust spatial joins on non-uniform data distributions (2016) (8)
- Data-driven neuroscience: enabling breakthroughs via innovative data management (2013) (8)
- Parallel depth first vs. work stealing schedulers on CMP architectures (2006) (8)
- A methodology for OLTP micro-architectural analysis (2017) (8)
- Micro-architectural analysis of OLAP (2019) (7)
- No data left behind: real-time insights from a complex data ecosystem (2017) (7)
- Characterization of the Impact of Hardware Islands on OLTP (2016) (7)
- The Next 5 Years: What Opportunities Should the Database Community Seize to Maximize its Impact? (2020) (7)
- GIPSY: joining spatial datasets with contrasting density (2013) (7)
- How to stop under-utilization and love multicores (2014) (7)
- Reducing OLTP instruction misses with thread migration (2012) (6)
- Performance Characterization of HTAP Workloads (2021) (6)
- Databases on Modern Hardware: How to Stop Underutilization and Love Multicores (2017) (6)
- RUBIK: efficient threshold queries on massive time series (2015) (6)
- Logs and Lifeguards : Accelerating Dynamic Program Monitoring (2006) (6)
- Time for our field to grow up (2010) (6)
- Space odyssey: efficient exploration of scientific data (2016) (6)
- Query Co-Processing on Commodity Hardware (2006) (5)
- OCTOPUS: Efficient query execution on dynamic mesh datasets (2014) (5)
- CMU-CS-10-101 1 Data-Oriented Transaction Execution (2010) (5)
- Micro-architectural analysis of in-memory OLTP: Revisited (2021) (5)
- NoDB (2015) (5)
- Applying HTM to an OLTP System: No Free Lunch (2015) (5)
- Scaling up analytical queries with column-stores (2013) (5)
- The SIGMOD 2019 Research Track Reviewing System (2019) (5)
- The Future of Scientific Data Bases (2012) (5)
- Configuring Spatial Grids for Efficient Main Memory Joins (2015) (4)
- Data Infrastructure for Medical Research (2018) (4)
- Computational Neuroscience Breakthroughs through Innovative Data Management (2013) (4)
- Reconsolidating Data Structures (2015) (4)
- More than a network: distributed OLTP on clusters of hardware islands (2016) (4)
- Alpine: Efficient In-Situ Data Exploration in the Presence of Updates (2017) (4)
- Towards the Identification of Disease Signatures (2015) (4)
- Accelerating Complex Analytics using Speculation (2021) (4)
- Challenges and Opportunities in Self-Managing Scientific Databases (2011) (4)
- Federating and Integrating What We Know About the Brain at All Scales: Computer Science Meets the Clinical Neurosciences (2016) (4)
- Shore-MT: A Quest for Scalability in the Many-Core Era (2008) (4)
- Reactive and proactive sharing across concurrent analytical queries (2014) (4)
- The Next 700 Transaction Processing Engines (2017) (4)
- Rethinking the Conference Reviewing Process - Panel (2004) (4)
- The Claremont Report on Database (3)
- Efficient GPU-accelerated Join Optimization for Complex Queries (2022) (3)
- Workload-Driven Schema Design for Large Scientific Databases (2004) (3)
- Pixels: An Efficient Column Store for Cloud Data Lakes (2022) (3)
- Improving OLTP Concurrency through Early Lock Release (2009) (3)
- Hardware Support for Large Speculative Threads (2006) (3)
- Efficient Massively Parallel Join Optimization for Large Queries (2022) (3)
- Information Management in the Cloud (Dagstuhl Seminar 11321) (2011) (3)
- Scalable Multi-Query Execution using Reinforcement Learning (2021) (3)
- Embarrassingly scalable database systems (2011) (3)
- An Efficient Parallel Load-Balancing Framework for Orthogonal Decomposition of Geometrical Data (2016) (3)
- Spatial Data Management Challenges in the Simulation Sciences (2014) (3)
- An Analysis of Database System Performance on Chip Multiprocessors (2007) (3)
- A Parallel and Distributed Approach for Diversified Top-k Best Region Search (2020) (3)
- Query-driven Repair of Functional Dependency Violations (2020) (3)
- Towards Predicting the Runtime of Iterative Analytics with PREDIcT (2013) (3)
- Adaptive Cache Mode Selection for Queries over Raw Data (2018) (2)
- Paradigm Shift to New DBMS Architectures: Research Issues and Market Needs (2005) (2)
- The Seattle report on database research (2022) (2)
- Scalable storage managers for the multicore era (2010) (2)
- Toward Scalable Transaction Processing (2013) (2)
- Boosting Efficiency of External Pipelines by Blurring Application Boundaries (2022) (2)
- A Storage Model to Bridge the Processor/Memory Speed Gap (2001) (1)
- Hardware-Conscious Sliding Window Aggregation on GPUs (2021) (1)
- A system design for elastically scaling transaction processing engines in virtualized servers (2020) (1)
- Toward Intelligent Query Engines (2019) (1)
- Sampling-Based AQP in Modern Analytical Engines (2022) (1)
- Parallel execution of parsed query based on a concurrency level (2016) (1)
- Accelerating spatial range queries (2013) (1)
- Running with scissors: Fast queries on just-in-time databases (2014) (1)
- Speeding Up Range Queries For Brain Simulations (2011) (1)
- Smooth Scan: robust access path selection without cardinality estimation (2018) (1)
- Vectorizing an In Situ Query Engine (2016) (1)
- Characterization of the Impact of Hardware Islands on OLTP (2015) (1)
- Scalable Transaction Processing through Data-oriented Execution (1)
- HetExchange (2019) (1)
- Report on the Second International Workshop on Self-Managing Database Systems (SMDB 2007) (2007) (1)
- Adaptive partitioning and indexing for in situ query processing (2019) (0)
- Approximate Probabilistic Tree Indexing for Partitionable Data (2013) (0)
- Letter from the new SIGMOD officers (2013) (0)
- Call for Participation First ACM Symposium on Cloud Computing (SOCC) (2010) (0)
- Letter from the Special Issue Editor (2007) (0)
- DESPITE A DECADE OF RESEARCH DEMONSTRATING ITS EFFICACY, ADDRESS-CORRELATED PREFETCHING HAS NEVER BEEN IMPLEMENTED IN A SHIPPING PROCESSOR BECAUSE IT REQUIRES MEGABYTES OF METADATA—TOO LARGE TO STORE PRACTICALLY ON CHIP (2010) (0)
- More Than One Way to Annotate Metadata. Authors' reply (2010) (0)
- Database systems in the multicore era (2010) (0)
- Efficient Property Projections of Graph Queries over Relational Data (2022) (0)
- Interference-aware Micro-architectural Resource Manager for Hybrid Workloads (2021) (0)
- Interleaving with coroutines: a systematic and practical approach to hide memory latency in index joins (2018) (0)
- Scalability of write-ahead logging on multicore and multisocket hardware (2011) (0)
- Second International ACM/SIGMOD Workshop on Data Management on New Hardware (DaMoN 2006) (2006) (0)
- An Informal Publication from Academia's Premiere (2008) (0)
- The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander? (2022) (0)
- More than 3.700 guests from more than 80 countries have attended the Falling Walls Conferences in the past six years, among them over 400 young academics who received free access by scholarships. (2015) (0)
- Tracing the evolution of the five-minute rule to help identify imminent changes in the design of data management engines (2019) (0)
- Welcome to Sigmod 2019 - The 2019 ACM SIGMOD International Conference on the Management of Data! (2019) (0)
- Performance and Energy Analysis Using Transactional Workloads (2017) (0)
- JIT works: decide when all data is known (2020) (0)
- Dictionary Compression in Point Cloud Data Management (2019) (0)
- Composing Scalability for Transactions on Multicore Platforms (2013) (0)
- Session details: Leveraging hardware for data management (2010) (0)
- Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics (2022) (0)
- Reminiscences on influential papers (2005) (0)
- Managing soil science experiments using Zoo (http://www.cs.wisc.edu//spl sim/ZOO) (1997) (0)
- Sharing Data and Work Across Concurrent Analytical (2013) (0)
- EDBT 2011, 14th International Conference on Extending Database Technology, Uppsala, Sweden, March 21-24, 2011, Proceedings (2011) (0)
- ACM International Conference Proceeding Series: Foreword (2011) (0)
- Automated physical design: a combinatorial optimization approach (2011) (0)
- Fast, Real-time Analysis on All Kinds of Data (2018) (0)
- The Path Forward: Specialized Computing in the Datacenter (2010) (0)
- Dalton: Learned Partitioning for Distributed Data Streams (2022) (0)
- lazytables : Faster distributed machine learning through staleness (2013) (0)
- VLDB Endowment Board of Trustees (2007) (0)
- Storage Management in Smart Data Lake (2021) (0)
- SORDS: Just-In-Time Streaming of Temporally-Correlated Shared Data (2004) (0)
- Runtime-Optimized Analytics (2022) (0)
- Task Scheduling for Highly Concurrent Analytical and Transaction Workloads (2014) (0)
- ZOO: A Desktop Emperiment Management Environment (1997) (0)
- Non-intrusive Quality Analysis of Monitoring Data (2010) (0)
- Fifth International ACM/SIGMOD Workshop on Data Management on New Hardware (2005) (0)
- Efficient data organization and management on heterogeneous storage hierarchies (2008) (0)
- Call for Papers First ACM Symposium on Cloud Computing (SOCC) (2010) (0)
- Enabling Scientific Discovery Via Innovative Spatial Data Management (2013) (0)
- EDBT Vision Papers: EDBT Vision Track (2014) (0)
- Dalton (2022) (0)
- CPU CPU GPU GPU GPU GPU Static Resource Allocator Dynamic Resource Allocator Mem Mem Mem Mem Mem Mem Runtime Query Optimization CPU backend GPU backend ⨝ σ Γ ⨝ (2018) (0)
- Scalable and dynamically balanced shared-everything OLTP with physiological partitioning (2012) (0)
- CALL FOR PARTICIPATION (2023) (0)
- The Formidable Mid-Career Crisis (2022) (0)
- Query Processor (2009) (0)
- CMSC724: Modern Hardware (2015) (0)
- Service-based Data Management for High Parallelism and Agressive Sharing on Chip Multiprocessors (2007) (0)
- HPCache: Memory-Efficient OLAP Through Proportional Caching (2022) (0)
- Report on the Second International Workshop on Data Management on Modern Hardware (DaMoN'06) (2006) (0)
- Eliminating unscalable communication in transaction processing (2013) (0)
- Session details: Keynotes (2007) (0)
- Query Rewriting Using Views (2009) (0)
- JIT works (2020) (0)
- Designing Access Methods : The RUM Conjecture Manos Athanassoulis (2019) (0)
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