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Questions and Answers
What is the primary purpose of concurrency control protocols in database management?
What is the primary purpose of concurrency control protocols in database management?
What are binary locks used for in concurrency control?
What are binary locks used for in concurrency control?
What is a unique identifier assigned to each transaction in concurrency control?
What is a unique identifier assigned to each transaction in concurrency control?
Which locking protocol requires an exclusive lock for writing operations?
Which locking protocol requires an exclusive lock for writing operations?
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What operation does a transaction issue to obtain access to a data item?
What operation does a transaction issue to obtain access to a data item?
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What role does the lock manager subsystem play in locking mechanisms?
What role does the lock manager subsystem play in locking mechanisms?
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How many transactions can hold a lock on a data item at one time in a two-phase locking protocol?
How many transactions can hold a lock on a data item at one time in a two-phase locking protocol?
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Which of the following statements is true regarding read operations under shared/exclusive locks?
Which of the following statements is true regarding read operations under shared/exclusive locks?
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What type of lock must be obtained before performing a deletion operation on an existing data item?
What type of lock must be obtained before performing a deletion operation on an existing data item?
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Which concurrency control technique allows for shared locks when requesting a page?
Which concurrency control technique allows for shared locks when requesting a page?
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What is the phantom problem in concurrency control?
What is the phantom problem in concurrency control?
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Which of the following describes latches in the context of concurrency control?
Which of the following describes latches in the context of concurrency control?
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What is a key feature of the interactive transactions described in the concurrency control context?
What is a key feature of the interactive transactions described in the concurrency control context?
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What is NOT included in the summary of concurrency control techniques?
What is NOT included in the summary of concurrency control techniques?
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In the optimistic locking approach described, which type of lock is held exclusively on the leaf node?
In the optimistic locking approach described, which type of lock is held exclusively on the leaf node?
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When should the output of a transaction be postponed until it is committed?
When should the output of a transaction be postponed until it is committed?
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What is the primary function of timestamps in concurrency control?
What is the primary function of timestamps in concurrency control?
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What happens if conflicting operations are detected in the basic timestamp ordering algorithm?
What happens if conflicting operations are detected in the basic timestamp ordering algorithm?
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How are timestamps generated to avoid conflicts?
How are timestamps generated to avoid conflicts?
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What is a characteristic of strict timestamp ordering?
What is a characteristic of strict timestamp ordering?
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What issue may occur in the basic timestamp ordering algorithm apart from conflicts?
What issue may occur in the basic timestamp ordering algorithm apart from conflicts?
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In the context of timestamped transactions, what does the term 'read_TS(X)' refer to?
In the context of timestamped transactions, what does the term 'read_TS(X)' refer to?
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Which statement accurately describes Thomas's write rule?
Which statement accurately describes Thomas's write rule?
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Which is an advantage of using timestamp-based concurrency control techniques?
Which is an advantage of using timestamp-based concurrency control techniques?
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What characterizes rigorous two-phase locking (2PL)?
What characterizes rigorous two-phase locking (2PL)?
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What is a deadlock in the context of transactions?
What is a deadlock in the context of transactions?
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Which protocol ensures all needed locks are acquired before a transaction begins?
Which protocol ensures all needed locks are acquired before a transaction begins?
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How does the 'wait-die' timestamp protocol function?
How does the 'wait-die' timestamp protocol function?
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What does the wait-for graph help determine?
What does the wait-for graph help determine?
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Which of the following best describes starvation?
Which of the following best describes starvation?
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What is the aim of implementing a cautious waiting algorithm?
What is the aim of implementing a cautious waiting algorithm?
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What happens in a timeout protocol?
What happens in a timeout protocol?
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What characterizes the expanding phase of the two-phase locking protocol?
What characterizes the expanding phase of the two-phase locking protocol?
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What is the purpose of lock conversion in two-phase locking?
What is the purpose of lock conversion in two-phase locking?
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In which phase of two-phase locking can downgrading be performed?
In which phase of two-phase locking can downgrading be performed?
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Which statement is true regarding conservative (static) two-phase locking?
Which statement is true regarding conservative (static) two-phase locking?
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What is a limitation of the two-phase locking protocol?
What is a limitation of the two-phase locking protocol?
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What is true about strict two-phase locking?
What is true about strict two-phase locking?
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What operation typically occurs first in lock upgrading?
What operation typically occurs first in lock upgrading?
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In two-phase locking, what happens during the shrinking phase?
In two-phase locking, what happens during the shrinking phase?
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Study Notes
Concurrency Control Techniques
- Concurrency control protocols are essential for guaranteeing serializability in database systems.
- Two-phase locking protocols ensure data integrity by preventing concurrent access to data items through locking mechanisms.
- Timestamp-based concurrency control assigns unique identifiers to each transaction and utilizes these timestamps for order enforcement and conflict resolution.
- Multiversion concurrency control techniques maintain multiple versions of data items to manage concurrent access.
- Validation or certification of transactions verifies the consistency of data modifications made by individual transactions.
Two-Phase Locking
- A lock is a variable associated with a data item that controls access to that item.
- Binary locks have two states: locked (1) and unlocked (0). When locked, no access is allowed. When unlocked, the item is available for access.
- A transaction requests access to a data item by issuing a lock_item(X) operation.
- Shared/exclusive locks (read/write locks) allow multiple transactions to read the same data item simultaneously but only one transaction to write to it at a time.
- Lock conversion allows a transaction with an existing lock to convert it into a different type of lock. Upgrading from read_lock to write_lock is possible, as well as downgrading from write_lock to read_lock.
Guaranteeing Serializability
- The two-phase locking protocol ensures serializability by enforcing a specific order for locking and unlocking operations.
- It consists of two phases:
- Expanding phase: New locks can be acquired, but existing locks cannot be released.
- Shrinking phase: Existing locks can be released, but no new locks can be acquired.
- If every transaction in a schedule adheres to the two-phase locking protocol, the schedule is guaranteed to be serializable.
- While two-phase locking enhances concurrency, it may impose limitations on the degree of concurrency permitted.
Variations of Two-Phase Locking
- Different variations of two-phase locking exist, offering trade-offs between concurrency and deadlock prevention:
- Basic 2PL: The fundamental two-phase locking model.
- Conservative (static) 2PL: Requires that a transaction lock all the items it needs before it begins, leading to deadlock-free behavior.
- Strict 2PL: Exclusive locks are not released until the transaction commits or aborts.
- Rigorous 2PL: All locks are held until the transaction commits or aborts, ensuring strictness and synchronization.
Deadlock and Starvation
- Deadlock occurs when transactions in a set are waiting for resources locked by other transactions, creating a circular dependency resulting in a stalemate.
- Deadlock prevention protocols aim to avoid deadlock by ensuring that transactions lock resources in a specific order or lock all necessary resources before starting.
- Timestamp-based protocols (wait-die and wound-wait) utilize timestamps for resolving conflicts and preventing deadlock.
- No waiting algorithms abort transactions that cannot acquire a lock immediately.
- Cautious waiting algorithms are deadlock-free by controlling the order of lock requests.
- Deadlock detection involves identifying deadlock states within the system.
- Victim selection determines which transaction is aborted in a deadlock situation.
- Starvation happens when a transaction is indefinitely delayed while other transactions proceed, potentially requiring solutions like first-come-first-served queues.
Concurrency Control Based on Timestamp Ordering
- Timestamps are unique identifiers assigned to transactions, typically based on the order of submission or the system clock.
- Timestamp ordering (TO) concurrency control enforces serializability without using locks, avoiding deadlock.
- Database items are assigned two timestamps: read_TS(X) and write_TS(X) to track access history.
- The basic TO algorithm rejects conflicting operations by aborting the transaction with the later timestamp.
- The strict TO algorithm guarantees strict and conflict serializability.
- Thomas’s write rule is a modification of the basic TO algorithm that rejects fewer write operations, relaxing the strictness of conflict serializability.
Concurrency Control and Indexes
- Indexes are frequently used to speed up data retrieval, and locking strategies are critical for ensuring their integrity and consistency during concurrent access.
- Locking can be applied at different granularities, ranging from individual nodes to entire pages or index structures.
- Pessimistic locking in indexes involves acquiring locks before attempting to access data. This ensures exclusive access, but potentially limits concurrency.
- Optimistic locking assumes that conflicts are rare and only acquires locks when necessary, balancing concurrency and potential for conflicts.
- B-link tree approaches utilize linked sibling nodes to reduce the need for locking, allowing more concurrent access by sharing locks across sibling nodes.
Other Concurrency Control Issues
- Insertion and deletion operations require specific locking mechanisms to maintain data integrity.
- The phantom problem arises when a new record is inserted that satisfies the conditions of an existing transaction, creating a conflict that is not recognized by the concurrency control protocol.
- Interactive transactions present challenges as user interactions can introduce unpredictable dependencies between transactions, requiring mechanisms to manage the order of output updates.
- Latches are short-duration locks used for specific, limited access to resources, potentially deviating from traditional concurrency control protocols.
Summary
- Concurrency control techniques are crucial for ensuring data consistency and managing concurrent access in database systems.
- Techniques like two-phase locking, timestamp-based ordering, multiversion protocols, and snapshot isolation have varying advantages and disadvantages in terms of concurrency, deadlock prevention, and complexity.
- Locking can be applied at different granularities, impacting performance and concurrency.
- Indexes require specific locking strategies to ensure their integrity and efficiency.
- The phantom problem and challenges with interactive transactions highlight the need for careful consideration of concurrency control mechanisms in real-world database applications.
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Description
Explore essential concurrency control techniques used in database systems, including two-phase locking, timestamp-based methods, and multiversion control. Understand how these protocols ensure data integrity and consistency through effective management of concurrent access.