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Lecture
Operational Analytics: Fresh Data Management Techniques
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Related lectures (32)
Concurrency Control & Recovery in Databases
Delves into transaction management, concurrency control, and recovery in databases to ensure data integrity and system resilience.
Transaction Management & Concurrency Control
Explores transaction management, concurrency control, ACID properties, anomalies, and conflict serializability in database systems.
Introduction to Database Systems
Covers the basics of database systems, including data modeling, DBMS, data independence, and the course overview.
Concurrency Control & Eventual Consistency
Covers concurrency control techniques and eventual consistency in databases, including two-phase locking, strict 2PL, and Dynamo's algorithm.
Transactions and Concurrency Control
Explores transactions, concurrency control, conflict resolution, and snapshot isolation in databases, emphasizing consistency and performance.
Architecture of CockroachDB
Explores the architecture of CockroachDB, focusing on transaction management, concurrency control, and scalability.
Transactions and Concurrency Control
Delves into transactions, ACID properties, schedules, locking protocols, and concurrency control in database systems.
Distributed Transactions: Architectures and Protocols
Explores parallel database architectures and distributed transaction protocols, focusing on coordination, concurrency control, and recovery challenges.
Transactional Memory: Hardware Concurrency Control
Explores transactional memory for hardware concurrency control, discussing locking mechanisms, performance trade-offs, and hardware changes.
Data Wrangling with Hive: Managing Big Data Efficiently
Covers data wrangling techniques using Apache Hive for efficient big data management.
Data Intensive Applications and Systems: HTAP Overview
Provides an overview of HTAP systems, covering concurrency control, data layout, consolidation trade-offs, and workload-driven snapshot efficiency.
Transactions: Concepts and Implementations
Explores the elegance and challenges of transactions, including ACID properties and transactional memory benefits in concurrent programming.
Transactions and Concurrency Control
Delves into lock-based concurrency control, deadlock handling, transaction models, and their limitations.
Optimizing Recursive Queries
Explores optimizing recursive queries in database systems using Datalog and semirings, discussing the challenges and solutions in data analytics.
Concurrency Control: Lock-Based Protocols
Covers lock-based concurrency control protocols and various transaction models.
Spark Data Frames
Covers Spark Data Frames, distributed collections of data organized into named columns, and the benefits of using them over RDDs.
Multiversion Concurrency Control: MVCC and Snapshot Isolation
Explores Multiversion Concurrency Control and Snapshot Isolation in database systems, ensuring consistent snapshots and reducing conflicts.
Buffer Management in DBMS
Discusses buffer management in a DBMS, covering challenges, buffer pool, and replacement policies.
Micro-architectural Analysis of Database Workloads
Explores the micro-architectural analysis of modern DBMS, focusing on performance optimization and data cache stall mitigation.
Transactional Memory: Two-phase Locking and Invisible Reads
Explores historical perspectives and mechanisms of transactional memory, emphasizing the importance and challenges of its implementation in modern computing systems.
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