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Subramanyam Neelam
Subramanyam Neelam

The document discusses database management systems (DBMS) and their benefits. A DBMS is software that stores and manages large datasets and provides data independence, concurrent access, crash recovery, security, and uniform administration. It allows multiple levels of abstraction through conceptual and physical schemas. Key components of a DBMS include concurrency control, transaction management, logging, and layered architectures. DBMS research encompasses many areas of computer science.

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Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 1 Database Management Systems Chapter 1 Instructor: Raghu Ramakrishnan raghu@cs.wisc.edu Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 2 What Is a DBMS? A very large, integrated collection of data. Models real-world enterprise. 臓 Entities (e.g., students, courses) 臓 Relationships (e.g., Madonna is taking CS564) A Database Management System (DBMS) is a software package designed to store and manage databases. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 3 Files vs. DBMS Application must stage large datasets between main memory and secondary storage (e.g., buffering, page-oriented access, 32-bit addressing, etc.) Special code for different queries Must protect data from inconsistency due to multiple concurrent users Crash recovery Security and access control
Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 4 Why Use a DBMS? Data independence and efficient access. Reduced application development time. Data integrity and security. Uniform data administration. Concurrent access, recovery from crashes. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 5 Why Study Databases?? Shift from computation to information 臓 at the low end: scramble to webspace (a mess!) 臓 at the high end: scientific applications Datasets increasing in diversity and volume. 臓 Digital libraries, interactive video, Human Genome project, EOS project 臓 ... need for DBMS exploding DBMS encompasses most of CS 臓 OS, languages, theory, AI, multimedia, logic ? Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 6 Data Models A data model is a collection of concepts for describing data. A schema is a description of a particular collection of data, using the a given data model. The relational model of data is the most widely used model today. 臓 Main concept: relation, basically a table with rows and columns. 臓 Every relation has a schema, which describes the columns, or fields.
Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 7 Levels of Abstraction Many views, single conceptual (logical) schema and physical schema. 臓 Views describe how users see the data. 臓 Conceptual schema defines logical structure 臓 Physical schema describes the files and indexes used. * Schemas are defined using DDL; data is modified/queried using DML. Physical Schema Conceptual Schema View 1 View 2 View 3 Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 8 Example: University Database Conceptual schema: 臓 Students(sid: string, name: string, login: string, age: integer, gpa:real) 臓 Courses(cid: string, cname:string, credits:integer) 臓 Enrolled(sid:string, cid:string, grade:string) Physical schema: 臓 Relations stored as unordered files. 臓 Index on first column of Students. External Schema (View): 臓 Course_info(cid:string,enrollment:integer) Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 9 Data Independence * Applications insulated from how data is structured and stored. Logical data independence: Protection from changes in logical structure of data. Physical data independence: Protection from changes in physical structure of data. * One of the most important benefits of using a DBMS!
Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 10 Concurrency Control Concurrent execution of user programs is essential for good DBMS performance. 臓 Because disk accesses are frequent, and relatively slow, it is important to keep the cpu humming by working on several user programs concurrently. Interleaving actions of different user programs can lead to inconsistency: e.g., check is cleared while account balance is being computed. DBMS ensures such problems dont arise: users can pretend they are using a single-user system. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 11 Transaction: An Execution of a DB Program Key concept is transaction, which is an atomic sequence of database actions (reads/writes). Each transaction, executed completely, must leave the DB in a consistent state if DB is consistent when the transaction begins. 臓 Users can specify some simple integrity constraints on the data, and the DBMS will enforce these constraints. 臓 Beyond this, the DBMS does not really understand the semantics of the data. (e.g., it does not understand how the interest on a bank account is computed). 臓 Thus, ensuring that a transaction (run alone) preserves consistency is ultimately the users responsibility! Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 12 Scheduling Concurrent Transactions DBMS ensures that execution of {T1, ... , Tn} is equivalent to some serial execution T1 ... Tn. 臓 Before reading/writing an object, a transaction requests a lock on the object, and waits till the DBMS gives it the lock. All locks are released at the end of the transaction. (Strict 2PL locking protocol.) 臓 Idea: If an action of Ti (say, writing X) affects Tj (which perhaps reads X), one of them, say Ti, will obtain the lock on X first and Tj is forced to wait until Ti completes; this effectively orders the transactions. 臓 What if Tj already has a lock on Y and Ti later requests a lock on Y? (Deadlock!) Ti or Tj is aborted and restarted!
Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 13 Ensuring Atomicity DBMS ensures atomicity (all-or-nothing property) even if system crashes in the middle of a Xact. Idea: Keep a log (history) of all actions carried out by the DBMS while executing a set of Xacts: 臓 Before a change is made to the database, the corresponding log entry is forced to a safe location. (WAL protocol; OS support for this is often inadequate.) 臓 After a crash, the effects of partially executed transactions are undone using the log. (Thanks to WAL, if log entry wasnt saved before the crash, corresponding change was not applied to database!) Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 14 The Log The following actions are recorded in the log: 臓 Ti writes an object: the old value and the new value. Log record must go to disk before the changed page! 臓 Ti commits/aborts: a log record indicating this action. Log records chained together by Xact id, so its easy to undo a specific Xact (e.g., to resolve a deadlock). Log is often duplexed and archived on stable storage. All log related activities (and in fact, all CC related activities such as lock/unlock, dealing with deadlocks etc.) are handled transparently by the DBMS. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 15 Databases make these folks happy ... End users and DBMS vendors DB application programmers 臓 E.g. smart webmasters Database administrator (DBA) 臓 Designs logical /physical schemas 臓 Handles security and authorization 臓 Data availability, crash recovery 臓 Database tuning as needs evolve Must understand how a DBMS works!
Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 16 Structure of a DBMS A typical DBMS has a layered architecture. The figure does not show the concurrency control and recovery components. This is one of several possible architectures; each system has its own variations. Query Optimization and Execution Relational Operators Files and Access Methods Buffer Management Disk Space Management DB These layers must consider concurrency control and recovery Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 17 Summary DBMS used to maintain, query large datasets. Benefits include recovery from system crashes, concurrent access, quick application development, data integrity and security. Levels of abstraction give data independence. A DBMS typically has a layered architecture. DBAs hold responsible jobs and are well-paid! DBMS R&D is one of the broadest, most exciting areas in CS.

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Ch1 intro

  • 1. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 1 Database Management Systems Chapter 1 Instructor: Raghu Ramakrishnan raghu@cs.wisc.edu Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 2 What Is a DBMS? A very large, integrated collection of data. Models real-world enterprise. 臓 Entities (e.g., students, courses) 臓 Relationships (e.g., Madonna is taking CS564) A Database Management System (DBMS) is a software package designed to store and manage databases. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 3 Files vs. DBMS Application must stage large datasets between main memory and secondary storage (e.g., buffering, page-oriented access, 32-bit addressing, etc.) Special code for different queries Must protect data from inconsistency due to multiple concurrent users Crash recovery Security and access control
  • 2. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 4 Why Use a DBMS? Data independence and efficient access. Reduced application development time. Data integrity and security. Uniform data administration. Concurrent access, recovery from crashes. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 5 Why Study Databases?? Shift from computation to information 臓 at the low end: scramble to webspace (a mess!) 臓 at the high end: scientific applications Datasets increasing in diversity and volume. 臓 Digital libraries, interactive video, Human Genome project, EOS project 臓 ... need for DBMS exploding DBMS encompasses most of CS 臓 OS, languages, theory, AI, multimedia, logic ? Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 6 Data Models A data model is a collection of concepts for describing data. A schema is a description of a particular collection of data, using the a given data model. The relational model of data is the most widely used model today. 臓 Main concept: relation, basically a table with rows and columns. 臓 Every relation has a schema, which describes the columns, or fields.
  • 3. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 7 Levels of Abstraction Many views, single conceptual (logical) schema and physical schema. 臓 Views describe how users see the data. 臓 Conceptual schema defines logical structure 臓 Physical schema describes the files and indexes used. * Schemas are defined using DDL; data is modified/queried using DML. Physical Schema Conceptual Schema View 1 View 2 View 3 Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 8 Example: University Database Conceptual schema: 臓 Students(sid: string, name: string, login: string, age: integer, gpa:real) 臓 Courses(cid: string, cname:string, credits:integer) 臓 Enrolled(sid:string, cid:string, grade:string) Physical schema: 臓 Relations stored as unordered files. 臓 Index on first column of Students. External Schema (View): 臓 Course_info(cid:string,enrollment:integer) Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 9 Data Independence * Applications insulated from how data is structured and stored. Logical data independence: Protection from changes in logical structure of data. Physical data independence: Protection from changes in physical structure of data. * One of the most important benefits of using a DBMS!
  • 4. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 10 Concurrency Control Concurrent execution of user programs is essential for good DBMS performance. 臓 Because disk accesses are frequent, and relatively slow, it is important to keep the cpu humming by working on several user programs concurrently. Interleaving actions of different user programs can lead to inconsistency: e.g., check is cleared while account balance is being computed. DBMS ensures such problems dont arise: users can pretend they are using a single-user system. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 11 Transaction: An Execution of a DB Program Key concept is transaction, which is an atomic sequence of database actions (reads/writes). Each transaction, executed completely, must leave the DB in a consistent state if DB is consistent when the transaction begins. 臓 Users can specify some simple integrity constraints on the data, and the DBMS will enforce these constraints. 臓 Beyond this, the DBMS does not really understand the semantics of the data. (e.g., it does not understand how the interest on a bank account is computed). 臓 Thus, ensuring that a transaction (run alone) preserves consistency is ultimately the users responsibility! Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 12 Scheduling Concurrent Transactions DBMS ensures that execution of {T1, ... , Tn} is equivalent to some serial execution T1 ... Tn. 臓 Before reading/writing an object, a transaction requests a lock on the object, and waits till the DBMS gives it the lock. All locks are released at the end of the transaction. (Strict 2PL locking protocol.) 臓 Idea: If an action of Ti (say, writing X) affects Tj (which perhaps reads X), one of them, say Ti, will obtain the lock on X first and Tj is forced to wait until Ti completes; this effectively orders the transactions. 臓 What if Tj already has a lock on Y and Ti later requests a lock on Y? (Deadlock!) Ti or Tj is aborted and restarted!
  • 5. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 13 Ensuring Atomicity DBMS ensures atomicity (all-or-nothing property) even if system crashes in the middle of a Xact. Idea: Keep a log (history) of all actions carried out by the DBMS while executing a set of Xacts: 臓 Before a change is made to the database, the corresponding log entry is forced to a safe location. (WAL protocol; OS support for this is often inadequate.) 臓 After a crash, the effects of partially executed transactions are undone using the log. (Thanks to WAL, if log entry wasnt saved before the crash, corresponding change was not applied to database!) Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 14 The Log The following actions are recorded in the log: 臓 Ti writes an object: the old value and the new value. Log record must go to disk before the changed page! 臓 Ti commits/aborts: a log record indicating this action. Log records chained together by Xact id, so its easy to undo a specific Xact (e.g., to resolve a deadlock). Log is often duplexed and archived on stable storage. All log related activities (and in fact, all CC related activities such as lock/unlock, dealing with deadlocks etc.) are handled transparently by the DBMS. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 15 Databases make these folks happy ... End users and DBMS vendors DB application programmers 臓 E.g. smart webmasters Database administrator (DBA) 臓 Designs logical /physical schemas 臓 Handles security and authorization 臓 Data availability, crash recovery 臓 Database tuning as needs evolve Must understand how a DBMS works!
  • 6. Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 16 Structure of a DBMS A typical DBMS has a layered architecture. The figure does not show the concurrency control and recovery components. This is one of several possible architectures; each system has its own variations. Query Optimization and Execution Relational Operators Files and Access Methods Buffer Management Disk Space Management DB These layers must consider concurrency control and recovery Database Management Systems 3ed, R. Ramakrishnan and J. Gehrke 17 Summary DBMS used to maintain, query large datasets. Benefits include recovery from system crashes, concurrent access, quick application development, data integrity and security. Levels of abstraction give data independence. A DBMS typically has a layered architecture. DBAs hold responsible jobs and are well-paid! DBMS R&D is one of the broadest, most exciting areas in CS.