Instant Recovery for Main Memory Databases

نویسندگان

  • Ismail Oukid
  • Wolfgang Lehner
  • Thomas Kissinger
  • Thomas Willhalm
  • Peter Bumbulis
چکیده

With the emergence of new hardware technologies, new opportunities arise and existing database architectures have to be rethought to fully exploit them. In particular, recovery mechanisms of current main-memory database systems are tuned to efficiently work on block-oriented, high-latency storage devices. These devices create a bottleneck during transaction processing. In this paper, we investigate the opportunities given by the upcoming Storage Class Memory (SCM) technology for database system recovery mechanisms. In contrast to traditional block-oriented devices, SCM is byte-addressable and offers a latency close to that of DRAM. We propose a novel main-memory database architecture that directly operates in SCM, eliminates the need for logging mechanisms, and provides a way to trade recovery time with the overall query performance. We implemented these concepts in our prototype SOFORT. Our evaluation shows that we are able to achieve instant recovery of the DBMS while removing the need for transaction rollbacks after failure.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Instant Loading for Main Memory Databases

eScience and big data analytics applications are facing the challenge of efficiently evaluating complex queries over vast amounts of structured text data archived in network storage solutions. To analyze such data in traditional disk-based database systems, it needs to be bulk loaded, an operation whose performance largely depends on the wire speed of the data source and the speed of the data s...

متن کامل

T -tree: Main Memory Index Structure with Concurrency Control and Recovery

While B+trees are the most popular index structure for disk databases, the T-Tree has been widely accepted as a promising index structure for main memory databases. For over two decades the speed of CPUs has increased faster than the speed of the main memory. Therefore, the speed gap of the CPU and memory has rapidly become steeper, and memory access has become the new bottleneck in databases. ...

متن کامل

Research on recovery strategy in embedded real-time main memory databases

In order to recover data from embedded real-time main memory databases effectively and efficiently, this paper proposes a real-time log-based recovery approach. With respect to the real-time requirement in embedded systems, we classify the consistency in real-time main memory databases into data and transaction consistencies, analyze them theoretically, design rules for correct recovery strateg...

متن کامل

Recovering from Main-Memory Lapses

Recovery activities like logging checkpointing and restart are used to restore a database to a consistent state after a system crash has occurred Recovery related overhead is likely to form a bottleneck in a main memory database since I O activities are performed for the sole purpose of ensuring data durability In this paper we present recovery algorithms which reduce recovery related overheads...

متن کامل

Accommodating Logical Logging under Fuzzy Checkpointing in Main Memory Databases

This paper presents a simple and effective method to reduce the size of log data for recovery in main memory databases. Fuzzy checkpointing is known to be very efficient in main memory databases due to asynchronous backup activities. By this feature, most recovery works in the past have used only physical logging schemes. Since the size of physical log records is quite large, physical logging s...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015