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Transaction processing on modern har...
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Blanas, Spyros,
Transaction processing on modern hardware /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Transaction processing on modern hardware // Mohammad Sadoghi, Spyros Blanas.
作者:
Sadoghi, Mohammad,
其他作者:
Blanas, Spyros,
面頁冊數:
1 PDF (xv, 112 pages) :illustrations (some color). :
附註:
Part of: Synthesis digital library of engineering and computer science.
標題:
Transaction systems (Computer systems) -
電子資源:
https://ieeexplore.ieee.org/servlet/opac?bknumber=8664506
電子資源:
https://doi.org/10.2200/S00896ED1V01Y201901DTM058
ISBN:
9781681735009
Transaction processing on modern hardware /
Sadoghi, Mohammad,
Transaction processing on modern hardware /
Mohammad Sadoghi, Spyros Blanas. - 1 PDF (xv, 112 pages) :illustrations (some color). - Synthesis lectures on data management,#58 2153-5418 ;. - Synthesis digital library of engineering and computer science..
Part of: Synthesis digital library of engineering and computer science.
Includes bibliographical references (pages 105-119).
1. Introduction -- 1.1. The shifting hardware landscape -- 1.2. Book outline
Abstract freely available; full-text restricted to subscribers or individual document purchasers.
Compendex
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 subject.
Mode of access: World Wide Web.
ISBN: 9781681735009
Standard No.: 10.2200/S00896ED1V01Y201901DTM058doiSubjects--Topical Terms:
793786
Transaction systems (Computer systems)
Subjects--Index Terms:
transaction processing
LC Class. No.: QA76.545 / .S248 2019eb
Dewey Class. No.: 004/.33
Transaction processing on modern hardware /
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3. Multi-version concurrency revisited -- 3.1. Optimistic concurrency -- 3.2. Pessimistic concurrency -- 3.3. Time-based concurrency -- 3.4. Multi-version storage model
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4. Coordination-avoidance concurrency -- 4.1. Restrictive concurrency -- 4.2. Deterministic planning optimization
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5. Novel transactional system architectures -- 5.1. Hardware-aware concurrency -- 5.2. HTAP : hybrid transactional and analytical processing
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6. Hardware-assisted transactional utilities -- 6.1. Database partitioning -- 6.2. Database indexing
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7. Transactions on heterogeneous hardware -- 7.1. Hardware accelerators -- 7.2. RDMA : remote direct memory access
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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.
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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 subject.
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