Database System Concepts
7th Edition
ISBN: 9780078022159
Author: Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher: McGraw-Hill Education
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What strategies are employed in serialization to ensure data remains consistent in multi-node environments?
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Step 1: Introduction to Serialization and Data Consistency:
VIEW Step 2: Two-Phase Commit for Transactional Consistency:
VIEW Step 3: Vector Clocks for Causal Order:
VIEW Step 4: Approaches for Read and Write Operations Based on Quorums:
VIEW Step 5: Strategies for Data Replication:
VIEW Step 6: Mechanisms for Resolve Conflicts:
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- What is a pipeline interlock, and how does it handle data dependencies?arrow_forwardSpecifically, does SIMD perform better with control or data parallelism at the program level? Which method of parallelism implemented inside a program is most suited for MIMD?arrow_forwardWhen switching from batch to serial processing, what considerations should be given the most weight?A justification for your response is required.arrow_forward
- For SIMD implementation, is data parallelism or control parallelism preferable and why? What specific kind of parallelism at the level of the code does MIMD excel at, and why is that the case?arrow_forwardWhich has a higher level of parallelism for SIMD: the data or the control? At the level of the programme, which parallelism is the most effective for MIMD?arrow_forwardHow do serialization frameworks adapt to serverless architectures, especially when data flow may not be consistent?arrow_forward
- What form of parallelism at the program level, control or data, is most compatible with SIMD? In what way should MIMD take use of parallelism at the program level?arrow_forwardThe issue is which type of program-level parallelism, control or data, works best with SIMD. What kind of parallelism is most appropriate for MIMD at the program level?arrow_forwardHow do "serializable proxies" help in managing serialization processes more efficiently?arrow_forward
- As distributed computing frameworks like Hadoop and Spark become more common, how are serialization techniques being optimized for them?arrow_forwardWhat kind of parallelism at the program level (data or control) is most suited to SIMD? What type of parallelism at the level of the program does MIMD excel at?arrow_forwardSIMD is better suited for which form of program-level parallelism (data or control)? MIMD is well-suited for what form of program-level parallelism?arrow_forward
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