Transaction processing on modern hardware / Mohammad Sadoghi, Spyros Blanas

By:

Sadoghi, Mohammad [VerfasserIn]

Contributor(s):

Blanas, Spyros [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Synthesis lectures on data management ; #58Publisher: [San Rafael, California] : Morgan & Claypool, [2019]Description: 1 Online-Ressource (xv, 112 pages) : illustrations (some color)ISBN:

1681735008
9781681735009

Subject(s):

Additional physical formats: 9781681735016 | 1681735016 | 9781681734996 | 1681734990 | 9781681735016 | 9781681734996 | Erscheint auch als: 9781681735016 Druck-AusgabeLOC classification:

QA76.545

Online resources:

Zugang im Netz des KIT

Summary: 1. Introduction -- 1.1. The shifting hardware landscape -- 1.2. Book outlineSummary: 2. Transaction concepts -- 2.1. Overview -- 2.2. Acid properties -- 2.3. Concurrency control overview -- 2.4. Overview concurrency control protocolsSummary: 3. Multi-version concurrency revisited -- 3.1. Optimistic concurrency -- 3.2. Pessimistic concurrency -- 3.3. Time-based concurrency -- 3.4. Multi-version storage modelSummary: 4. Coordination-avoidance concurrency -- 4.1. Restrictive concurrency -- 4.2. Deterministic planning optimizationSummary: 5. Novel transactional system architectures -- 5.1. Hardware-aware concurrency -- 5.2. HTAP : hybrid transactional and analytical processingSummary: 6. Hardware-assisted transactional utilities -- 6.1. Database partitioning -- 6.2. Database indexingSummary: 7. Transactions on heterogeneous hardware -- 7.1. Hardware accelerators -- 7.2. RDMA : remote direct memory accessSummary: 8. Outlook : the era of hardware specialization and beyond -- 8.1. Scaling the network wall for distributed transaction processing -- 8.2. Near-data transaction processing -- 8.3. Blockchain : fault-tolerant distributed transactions.Summary: The last decade has brought groundbreaking developments in transaction processing. This resurgence of an otherwise mature research area has spurred from the diminishing cost per GB of DRAM that allows many transaction processing workloads to be entirely memory-resident. This shift demanded a pause to fundamentally rethink the architecture of database systems. The data storage lexicon has now expanded beyond spinning disks and RAID levels to include the cache hierarchy, memory consistency models, cache coherence and write invalidation costs, NUMA regions, and coherence domains. New memory technologies promise fast non-volatile storage and expose unchartered trade-offs for transactional durability, such as exploiting byte-addressable hot and cold storage through persistent programming that promotes simpler recovery protocols. In the meantime, the plateauing single-threaded processor performance has brought massive concurrency within a single node, first in the form of multi-core, and now with many-core and heterogeneous processors. The exciting possibility to reshape the storage, transaction, logging, and recovery layers of next-generation systems on emerging hardware have prompted the database research community to vigorously debate the trade-offs between specialized kernels that narrowly focus on transaction processing performance vs. designs that permit transactionally consistent data accesses from decision support and analytical workloads. In this book, we aim to classify and distill the new body of work on transaction processing that has surfaced in the last decade to navigate researchers and practitioners through this intricate research subjectPPN: PPN: 1685649866Package identifier: Produktsigel: BSZ-4-NLEBK-KAUB | ZDB-4-NLEBK

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