Advanced Database Systems (ADBS, in English) – 48h, 6 CFU2024-2025, 2nd period, Master degree in Artificial Intelligence & Cybersecurity, University of Udine |
Teacher
Dario Della Monica
Exam modality
The exam consists of a written test that can assign a score up to 28/30.
The oral exam is optional; students can ask for it, if they wish so, after having passed the written test. However, those aiming to a score higher than 28/30 must take an oral exam. The final score after the oral exam can be lower than the score obtained with the written test. Sometimes, on a case-by-case basis, the teacher may require students to integrate their written exam with an oral one. MiscLecturesYoutube links to recordings of lectures
Lecture 1 (Thursday, March 6, 2025, 8:30-10:30):
Course introduction
Query processing (overview)
Lecture 2 (Friday, March 7, 2025, 12:30-14:30):
Query processing (overview of the optimizer, cost model)
Lecture 3 (Thursday, March 13, 2025,
8:30-10:30):
Query processing (selection
algorithm without index, B+-trees, selection algorithms for equality
conditions with index)
Lecture 4 (Friday, March 14, 2025, 12:30-14:30 Thursday, March 20, 2025, 8:30-10:30):
Query processing (all remaining
selection algorithms)
Lecture 5 (Friday, March 21, 2025, 12:30-14:30)
Query processing (external
sort-merge, nested-loop join)
Lecture 6 (Thursday, March 27, 2025, 8:30-10:30)
Query processing (block
nested-loop join, indexed nested-loop join)
Lecture 7 (Friday, March 28, 2025, 12:30-14:30)
Query processing (materialization
vs. pipelining)
Query optimization (overview,
introduction to equivalence rules)
- Extra:
Lecture 8 (Thursday, April 3, 2025, 8:30-10:30)
Query optimization (equivalence
rules, generating equivalent relational algebra expressions, the
catalog, meta-information and statistical predictions, estimating the
size of the output of a simple selection)
Lecture 9 (Friday, April 4, 2025, 12:30-14:30)
Query optimization (estimating the
size of the output of other expressions, estimating the number of
different values for a set of attributes in the output of an expression,
best join order problem)
Lecture 10 (Thursday, April 10, 2025, 8:30-10:30)
Query optimization (a dynamic
programming algorithm to find the best join order for a set of
relations)
Introduction to distributed DB systems (overview)
Lecture 11 (Friday, April 11, 2025, 12:30-14:30)
Introduction to distributed DB systems
(centralization/distribution/integration, promises of distributed DBMS)
Lecture 12 (Thursday, April 24, 2025,
8:30-10:30)
Introduction to distributed DB systems
(design issues, architectures for distributed data management)
Distributed DB design (introduction)
Lecture 13 (Friday, May 2, 2025,
12:30-14:30)
Distributed DB design (primary horizontal fragmentation, derived horizontal fragmentation)
Lecture 14 (Thursday, May 8, 2025,
8:30-10:30)
Distributed DB design (vertical fragmentation, hybrid fragmentation, allocation, distributed data directory)
Overview of distributed query
processing
Lecture 15 (Friday, May 9, 2025,
12:30-14:30)
Query decomposition and data
localization (reductions for primary horizontal/vertical/derived horizontal/hybrid fragmentation)
Distributed query optimization (overview, semi-join algorithm)
Lecture 16 (Thursday, May 15, 2025,
8:30-10:30)
Distributed query optimization (bit-arrays for semi-join, strategy comparison, static vs. dynamic optimization, hybrid optimization)
Lecture 17 (Friday, May 16, 2025,
12:30-14:30)
Introduction to distributed
transaction management
Distributed concurrency control (transactions and concurrent transactions, aka histories)
Lecture 18 (Tuesday, May 20, 2025,
10:30-12:30)
Distributed concurrency control (two-phase locking, deadlock management)
Lecture 19 (Thursday, May 22, 2025,
8:30-10:30)
Distributed DBMS reliability (local abort, commit, and recovery protocols)
Lecture 20 (Friday, May 23, 2025,
12:30-14:30)
Distributed DBMS reliability (two-phase commit, more critical failures)
Lecture 21 (Thursday, May 29, 2025,
8:30-10:30)
From transaction-oriented (OLTP)
to analysis-oriented (OLAP) systems
Lecture 22 (Friday, May 30, 2025,
12:30-14:30)
Data warehousing (introduction, evolution of data storage systems, definition)
Lecture 23 (Thursday, June 5, 2025,
8:30-10:30)
Data Warehousing (architectures, ETL process, multidimensional data model)
Lecture 24 (Friday, June 6, 2025,
12:30-14:30)
Data Warehousing (MOLAP/ROLAP/HOLAP, conceptual design)
Data Warehousing (logical design and materialized queries)
Quick overview on NoSQL data models
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