CAMEO: Enabling social networks for Massively Multiplayer Online Games through Continuous Analytics and cloud computing

Iosup, Alexandru; Lăscăteu,; Ţăpuş,

doi:10.1109/netgames.2010.5679650

Cited by 10 publications

(4 citation statements)

References 13 publications

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“…Another related area benefiting from analytics is Massively Multiplayer Online Games (MMOGs). CAMEO [33] is an architecture for continuous analytics for MMOGs that uses Cloud resources for analysis of tasks. The architecture provides mechanisms for data collection and continuous analytics on several factors such as understanding the needs of the game community.…”

Section: Bigmentioning

confidence: 99%

Big Data computing and clouds: Trends and future directions

Assunção

Calheiros

Bianchi

et al. 2015

Journal of Parallel and Distributed Computing

674

317

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This paper discusses approaches and environments for carrying out analytics on Clouds for Big Data applications. It revolves around four important areas of analytics and Big Data, namely (i) data management and supporting architectures; (ii) model development and scoring; (iii) visualisation and user interaction; and (iv) business models. Through a detailed survey, we identify possible gaps in technology and provide recommendations for the research community on future directions on Cloud-supported Big Data computing and analytics solutions.

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Section: Bigmentioning

confidence: 99%

Big Data computing and clouds: Trends and future directions

Assunção

Calheiros

Bianchi

et al. 2015

Journal of Parallel and Distributed Computing

674

317

View full text Add to dashboard Cite

show abstract

“…considerations [80] 9 . Having understood from our work that MMORPGs based on clouds could scale elastically, almost "by credit-card", we turned our attention to how MMOGs operated outside of their main Function (1), with innovative designs for PGCG, for which we invented the first distributed and parallel system to generate fresh and diverse content at scale [78] 10 and for cloud-based analytics, for which we combined NoSQL and cloud technology to design one of the first systems for gaming analytics at scale [79] 11 .…”

Section: Design For Mmog Ecosystemsmentioning

confidence: 99%

The AtLarge Vision on the Design of Distributed Systems and Ecosystems

Iosup

Versluis

Trivedi

et al. 2019

2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS)

Self Cite

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High-quality designs of distributed systems and services are essential for our digital economy and society. Threatening to slow down the stream of working designs, we identify the mounting pressure of scale and complexity of (eco-)system, of ill-defined and wicked problems, and of unclear processes, methods, and tools. We envision design itself as a core research topic in distributed systems, to understand and improve the science and practice of distributed (eco-)system design. Toward this vision, we propose the ATLARGE design framework, accompanied by a set of 8 core design principles. We also propose 10 key challenges, which we hope the community can address in the following 5 years. In our experience so far, the proposed framework and principles are practical, and lead to pragmatic and innovative designs for large-scale distributed systems. arXiv:1902.05416v1 [cs.DC] 14 Feb 2019 2. Why Focus on MCS Design?We argue in this section for the timely and important need to focus on MCS design. Not only is (good) design needed (Section 2.1), but we identify an increasing need for good design (Section 2.2) and designers (Section 2.3).We also analyze what good design needs to address, that is, complex challenges from system design (Section 2.4) and from MCS design (Section 2.5).3. We anonymize the venue, but consider it relevant because its held year is after 2014, the venue is a conference, and its ranking is A in CORE18 and green in MSAR14. For comparison, ICDCS has these rankings too.4. We anonymize the university, but consider the course relevant because it is large, it took place after 2014, and the university is ranked in the top-150 (in computer science) in both the THE and the QS 2018 World University Rankings (out of nearly 1,000 universities), and in Webometrics of July 18 (out of over 28,000).

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“…Using elastic cloud resources can facilitate game operators and analysts to mine game data under different processing scenarios. In our previous work, we have designed the CAMEO [4] platform for Massively Multiplayer Online Game (MMOG) data analysis. By dynamically leasing and releasing computational and storage resources from cloud environments, CAMEO is able to support regular periodical analysis (e.g.…”

Section: Cloud-based Platform Architecturementioning

confidence: 99%

Massivizing online games using cloud computing: A vision

Iosup

Shen

Guo

et al. 2014

2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

Self Cite

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Online gaming, a large market with hundreds of millions of active players, is still struggling to scale without risky investments in infrastructure. In this work, we propose a cloudbased platform to massivize online gaming-the challenges and opportunities of scaling on-demand, while paying only for what is used. We discuss the major aspects of cloud-based gaming, virtual-world management, game-data processing, and game-content generation.

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CAMEO: Enabling social networks for Massively Multiplayer Online Games through Continuous Analytics and cloud computing

Cited by 10 publications

References 13 publications

Big Data computing and clouds: Trends and future directions

Big Data computing and clouds: Trends and future directions

The AtLarge Vision on the Design of Distributed Systems and Ecosystems

Massivizing online games using cloud computing: A vision

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