Operating System Support for Database Management

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Presentation transcript:

Operating System Support for Database Management Biswanath Panda

What is an operating system? Application OS Hardware

So what is the implication Design decisions affected Consider the following Page replacements File Systems Scheduling Process management & IPC Designed to work well in general

Is this enough? “Systems” does not mean Operating Systems Many other kinds of systems Network Systems Database Systems Pub/Sub systems These also interface between hardware and users But here users have different requirements

What’s the insight? Many systems have specific properties General purpose operating systems principles work bad Why must I know this Understand why general purpose operating systems are designed such Understand that the principles might fail in many cases Must understand the requirements of the system being designed Let us look at this from a database perspective

Lets take a detour What is a database system Set of relations describe a schema Each relation corresponds to a table on disc Let us look at an example Company X’s employee database

Example Contd…. Two relations Emp(id, name, age, sex) Dept(id, dept_name, address) Each relation consists of a set of records These records are on disc Data size can be in the order of terabytes The two relations comprise the schema Emp Relation 1 John 28 M , 2 mary 29 F, 3 Kim 30 F Dept 1 CS Upson Hall, 1 ECE Philips Hall, 2 CE Olin hall, 3 Civil Hollister

How is this data used? Query the data Select: Find all employees with age greater than 28 Project: Find the names of all the employees Join: Find the departments in which John and Mary work

Database indexes Used to process queries efficiently Two kinds B+ tree Hash index Select: Use B+ index Project: Scan the relation sequentially Join: Loop over Dept for every id

Ok so how do you build such a system Database OS We will look at the properties of a database system to understand why this is not a good idea Just build the database system on top of the operating system and use the functionality it provides to talk to the hardware Hardware

Buffer Pool Management Main memory caches in file systems LRU Prefetching Kinds of accesses databases see Sequential with no rereference Sequential access with cyclic rereference Random access with no rereference Random access with rereference Projection Nested loop join Single select Join using index

Design decisions LRU good only for case 4 When you see a query you know the way it will access the relation Buffer manager follows policy according to query

Crash recovery Need to provide recovery from hard and soft failures Finished transactions must be recovered Unfinished must be undone What is required for this Pages that finished transactions touch must be flushed to disc Many OS’s you cannot do that

File System Tables stored as Unix files Files extend block at a time Blocks scattered all over disc Why is this bad for databases? File blocks stored as a tree in an inode Don’t B+ trees do something similar Can combining both give better efficiency

Two approaches for running a multi-user database system

One process per user Easy to implement in Unix Problems Buffer miss will cause a task switch Round robin scheduling can remove a database process Not good for performance as queries line up

Server Model What facility must the OS provide? n Processes send messages to one destination Even then server must take care of Scheduling Multitasking Duplication of OS services

Other issues Fine grained locking Provided: Locking at level of files Needed: Locking at level of records

Conclusion Operating system services inappropriate for database systems Before designing any system Carefully study its requirements Then decide how best to build it Welcome to the world of systems !!!

Questions and references Most material from “Operating system support for database management ” by Michael Stonebraker (Uinversity of California, Berkeley) Questions????????