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Middleware '21: Proceedings of the 22nd International Middleware Conference: Doctoral Symposium
ACM2021 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
Middleware '21: 22nd International Middleware Conference Québec city Canada December 6 - 10, 2021
ISBN:
978-1-4503-9155-9
Published:
06 December 2021
Sponsors:
In-Cooperation:
USENIX Assoc, IFIP
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Abstract

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short-paper
Config 2.0: towards reinforcement learning based configuration of stream processing systems

Distributed stream processing systems (DSPSs) have enabled us to build scalable, fast, and reactive applications. As faults are common in any distributed system, DSPSs allow for recovering from faults using various techniques, for example, snapshotting ...

short-paper
Open Access
AutoML: towards automation of machine learning systems maintainability

Machine learning systems both gained significant interest from the academic side and have seen adoption in the industry. However, one aspect that has received insufficient attention so far is the study of the lifecycle of such systems. This aspect is ...

short-paper
Open Access
Multi-objective evolutionary based feature selection supported by distributed multi-label classification and deep learning on image/video data

We live in an era in which a myriad of computer systems produce immense amounts of (raw) data every day. This big data must be processed efficiently to gain valuable and hidden knowledge. Complex processing pipelines need to be designed for filtering ...

short-paper
Efficient parallel execution of block transactions in blockchain

Miners and validators in current blockchains serially execute block transactions. Such serial execution cannot efficiently utilize modern multi-core resources, consequently hampering system throughput. We propose three approaches to improve blockchain ...

short-paper
OneOS: a distributed operating system for the internet of things

Existing Internet of Things (IoT) platforms introduce various framework-specific APIs for building user applications, which causes technology fragmentation within the IoT ecosystem and incur engineering costs. I seek to adopt standard POSIX APIs in an ...

short-paper
Non-relational multi-level caching for mitigation of staleness & stragglers in distributed deep learning

For efficient distributed deep neural network design, mitigation of stale gradients and stragglers is necessary. The stale gradient problem occurs during the distribution and parallelism of the deep neural networks on the multi-cluster/nodes. The ...

short-paper
Using blockchain to provide trusted interoperability to system-of-systems in smart cities context

Currently, Smart Cities use computational solutions that promote services to improve the quality of life of the entire population. However, these systems are often heterogeneous and designed in an isolated way that makes it challenging to integrate with ...

short-paper
Autonomous resource management in distributed stream processing systems

Resource management in Distributed Stream Processing Systems (DSPS) defines the way queries are deployed on in-network resources to deliver query results while fulfilling the Quality of Service (QoS) requirements of the end-users. Various resource ...

short-paper
Token-based incentive schemes in decentralized P2P storage networks

Token-based incentives are promising schemes to increase participation in decentralized peer-to-peer networks. They encourage peers to share resources in exchange for tokens. A concern is that decentralized services need a large number of participants ...

short-paper
Using blockchain technology for software identity maintenance

Recently, the number of entities in the digital world has increased, due to technologies like 5G and the Internet of Things (IoT). Therefore, in a software application, it is important to be able to identify and maintain entities in an interoperable, ...

short-paper
FlexOS: easy specialization of OS safety properties

Modern operating systems are tightly coupled to a specific isolation approach and safety mechanism. At design time, the isolation strategy is set in stone and rarely revisited later, due to prohibitive costs. This lack of flexibility hurts ...

Contributors
  • School of Higher Technology
  • University of California, Irvine
  • Higher Technical Institute

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Acceptance Rates

Overall Acceptance Rate 203 of 948 submissions, 21%
YearSubmittedAcceptedRate
Middleware '2221838%
Middleware '17852024%
Middleware '1720735%
Middleware '17171271%
Middleware Industry '1520420%
Middleware '151182319%
Middleware '141442719%
Middleware '12181372%
Middleware '081172118%
Middleware '071082220%
Middleware '061222117%
Middleware '031582516%
Overall94820321%