New Updates and Hot Topics for 2016 January 15, 2016Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News, Grid Computing, Uncategorized.
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Let me first, wish you and your family members a happy, peaceful, and spiritually progressive new year 2016.
Let me briefly share new updates from our side especially those happened in Dec. month:
1. In Dec. month, I visited Cyprus and presented a seminar
“New Innovations in Cloud Computing for Big Data Applications”
in University of Cyprus. You can access a video of talk:
2. In Dec., I also visited Iran and presented a keynote for “National Conference on Strategies for Development of Content Distribution Networks”. If you like to browse slides, please download:
3. “A blueprint for greener cloud computing” written by Kristen Michelle Goodgam (a Journalist and colleague in Melbourne University) after interviewing me. It aims at broader audience. So, I am expecting everyone to understand it easily. Give it a try:
4. I recently mange to compile all our publications for 2015. You can
access them from: http://cloudbus.org/publications-years.html
5. The topics that continue to be popular in 2016 are:
– Internet of Things
– Big Data
– Cloud Computing
(as many innovative applications are delivered through Clouds)
– Now “Fog Computing” is slowly getting popular. We recently wrote a
book chapter on it (to be published in “Internet of Things: Principles
and Paradigm” book by Elsevier/MKP. You can access early version from:
The IEEE Computer Society has unveiled its Top 9 Technology Trends for
2016. You can access them from:
Good news is that many them have commonality with ones I noted above and
also some of them are topic of CLOUDS Lab 2015 publications.
A blueprint for greener cloud computing January 15, 2016Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News, Uncategorized.
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This article is actually written by Kristen Michelle Goodgam (a Journalist and colleague in Melbourne University) after interviewing me. It aims at broader audience. So, we am expecting all everyone to understand it easily. Give it a try:
CLOUDS Lab Mid Year 2012 Updates July 3, 2012Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News.
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Here are some new updates from CLOUDS Lab and also pointers to upcoming events:
1. An integration of Internet of Things (IoT) and Cloud Computing is leading to the creation of smart applications in areas such as environment modelling, business intelligence, smart transportation, and disaster management. We recently put together a vision and future directions article on this and published it as a Tech Report of our CLOUDS Lab. You can browse the report from:
2. Recently we also published several journal papers in Cloud computing with focus on Admission Control, SLA Management, and Elastic Scaling of Cloud applications in InterClouds. You can browse them from:
3. Two upcoming conferences — UCC 2012 to be held in Chicago and CCGrid 2013 to be held in the Netherlads are seeking papers. For details on Call for Papers, please visit event websites:
UCC 2012: http://www.cloudbus.org/ucc2012/
CCGrid 2013: http://www.pds.ewi.tudelft.nl/ccgrid2013/
New developments in Cloud computing, Software Releases, and 2011 Annual Report of CLOUDS Lab March 19, 2012Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News, Grid Computing, Manjrasoft News.
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I would like to briefly update you on various activities/events that occurred in CLOUDS Lab since Oct 2011. Key ones are:
1. CLOUDS Lab has successfully hosted 4th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2011) conference in Melbourne. The conference attracted participants from academia and industry from all over the world. We had invited talks presented from various IT companies including Fujitsu, Dell, Amazon, and Google. For full details on the conference program, please visit the website: http://www.cloudbus.org/ucc2011/
There is also conference Album, which you can browse to get the feeling virtually:-)
2. I have visited conferences held in Hong Kong, Beijing, Bangalore, and Hyderabad and presented keynote talks. You may want to browse a keynote paper presented at CSC 2011 conference held in Hong Kong from:
3. We have been working with members of CSMIC (Cloud Service Measurement Index Consortium) from all over the world. Our work with one of the leading members CA (Computer Associates) is described in our article:
4. Early this year, I have visited Singapore and presented a talk on “Energy Efficient Cloud Computing”. You can download my slides from:
5. We also released a new version of CloudSim software. Pls see:
6. CLOUDS Lab has become a member of Open Data Center Alliance (ODCA), which is driven by user communities such as BMW. For more details, Check out:
7. Finally, we wrote 2011 Annual Report on our CLOUDS Lab:-)
Please browse it from:
All publications on CLOUDS Lab in 2011 are now online. You can access them from: http://www.cloudbus.org/publications-years.html
Wish you all a happy and prosperous rest of the year 2012.
CLOUDS Lab’s 2010 Annual Report February 5, 2011Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News, Grid Computing.
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On behalf of CLOUDS Lab and the Cloudbus Project, I am pleased to share
2010 Annual Report detailing its R&D activities, outcomes, and community
services. For full report, please visit:
The highlights of research activities and outcomes in 2010 are:
* The Lab successfully assisted its spin-off company, Manjrasoft, which
has released Aneka 2.0 software and filed its PCT patent application to
national phase in USA & India.
* The Lab’s flagship Cloudbus Project has released “open source”
CloudSim 2.0 Toolkit, which is used by several researchers in academia
and industries around the world.
* Members of CLOUDS Lab have authored 30 publications, which include 8
journal papers, and 15 conference papers.
* The Lab successfully hosted research activities of over 20 scholars: 9
PhD students, 7 Research Fellows (5 at PostDoc level and 2 Software
Engineers), and couple of Masters/honours students. Three Ph.D students
* Lab members have received “Best Paper Award” from the 24th IEEE
International Conference on Advanced Information Networking and
Applications (AINA 2010), Perth, Australia, April 20-23, 2010.
Wish you all a happy, peaceful, and prosperous new year 2011.
Manjrasoft Patent on Cloud Application Platform Goes National Phase in USA and India August 25, 2010Posted by Rajkumar Buyya in Cloud Computing, Manjrasoft News.
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Manjrasoft Pty Ltd, a developer of innovative solutions for Cloud Computing, announced the filing of its patent application with the Patent and Trademark Office in United States. Aneka technology, the foundation of the company’s patent for a “Software Platform for Grid and Cloud Computing”, enables rapid development and deployment of applications on private and public Cloud infrastructures.
“This is an important milestone for Manjrasoft, as we officially protect our unique and groundbreaking approach to the development and management of Cloud applications,” said Dr. Rajkumar Buyya Manjrasoft Founder and Chief Executive Officer (CEO). “Manjrasoft’s core technology enables software applications requiring high computation capability to run across a number of networked computers and servers, delivering increased performance and efficiency in a cost effective way. It is one of the many key technical inventions in our ‘Killer Cloud App Development Platform (CAP)’ that will enable enterprises to accelerate their application development, deployments and management in private and public clouds.”
Aneka technology primarily consists of two key components: (1) SDK (Software Development Kit) containing application programming interfaces (APIs) and tools essential for rapid development of applications. Aneka APIs supports three popular Cloud programming models: Task, Thread, and MapReduce; and (2) a Runtime Engine and Platform for managing deployment and execution of applications on private or public Clouds. The potential of Aneka as a CloudEngine has been successfully harnessed by its users and customers in three various sectors including engineering, life science, education, and business intelligence.
Manjrasoft’s patent application consists of 36 distinct claims that describe the company’s unique ability to provide a Grid/Cloud based application development platform on a network of computing nodes, comprising a configurable service container offering foundational services such as message dispatching, communication, network membership and persistence modules, and adapted to host pluggable service modules. When executed at the nodes at least one instance of the container includes a membership service module for maintaining network connectivity between the nodes, at least one instance of the container includes a scheduler service module configured to receive one or more tasks from a client and schedule the tasks on at least one of the nodes, and at least one instance of the container includes an executor service module for receiving one or more tasks from the scheduler service module, executing the tasks so received and returning at least one result to the scheduler service module. These capabilities of container are utilized to create different Cloud application programming models.
In addition, Aneka also comes with Design Explorer, a graphical environment enabling the rapid composition of data parallel applications such as parameter sweeps supporting the execution of the same program with different data sets. One of Manjrasoft’s customers, China Southern Railways, has utilized Aneka Design Explorer for composing Autodesk’s Maya-based rendering of locomotive design frames as Cloud application without any changes to Maya software. Then using Aneka runtime engine, they accelerated rendering operations on an enterprise Cloud built using in-house network of Windows desktop computers. This fast track approach demonstrates how enterprises can rapidly transform legacy applications into Cloud applications and execute them on Cloud computing infrastructure to solve problems faster with minimal investment.
Other users in life science domain have utilized Aneka to run their applications on public Cloud infrastructure such as Amazon EC2. Aneka supported dynamic leasing of computing capability (i.e., creating Virtual Machines) and managing application execution on them to meet customers Service Level Agreements (SLAs).
Additional information on how Aneka will reduce the cost of hardware requirement, accelerating development, easy deployment, improved management capability, and facilitate compliance with QoS/SLA services in private and/or public Cloud is available at the company’s website: http://www.manjrasoft.com/products.html
Green Cloud Computing June 6, 2010Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News, Manjrasoft News.
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I would like to share a pointer to our recent work on Green Cloud
Computing. As you know our CLOUDS Lab at the University of Melbourne has
been working on energy-efficient resource management techniques for Data
Centers since 2007. Based on this experience and its growing importance
for Cloud computing, we have put together an article that offers vision,
identifies key architectural elements for Green Cloud Computing, and
open challenges and presents initial results (see below for details). I
hope you will find it useful.
Full paper can be found at:
If you comments and suggestions on improving the work, please let us
know. Thank you.
Title: Energy-Efficient Management of Data Center Resources for Cloud
Computing: A Vision, Architectural Elements, and Open Challenges
Authors: Rajkumar Buyya, Anton Beloglazov, and Jemal Abawajy
Abstract: Cloud computing is offering utility-oriented IT services to
users worldwide. Based on a pay-as-you-go model, it enables hosting of
pervasive applications from consumer, scientific, and business domains.
However, data centers hosting Cloud applications consume huge amounts of
energy, contributing to high operational costs and carbon footprints to
the environment. Therefore, we need Green Cloud computing solutions that
can not only save energy for the environment but also reduce operational
costs. This paper presents vision, challenges, and architectural
elements for energy-efficient management of Cloud computing
environments. We focus on the development of dynamic resource
provisioning and allocation algorithms that consider the synergy between
various data center infrastructures (i.e., the hardware, power units,
cooling and software), and holistically work to boost data center energy
efficiency and performance. In particular, this paper proposes (a)
architectural principles for energy-efficient management of Clouds; (b)
energy-efficient resource allocation policies and scheduling algorithms
considering quality-of-service expectations, and devices power usage
characteristics; and (c) a novel software technology for
energy-efficient management of Clouds. We have validated our approach by
conducting a set of rigorous performance evaluation study using the
CloudSim toolkit. The results demonstrate that Cloud computing model has
immense potential as it offers significant performance gains as regards
to response time and cost saving under dynamic workload scenarios.
URL for Full Paper: http://www.buyya.com/papers/GreenCloud2010.pdf
Rajkumar Buyya, Anton Beloglazov, and Jemal Abawajy, Energy-Efficient
Management of Data Center Resources for Cloud Computing: A Vision,
Architectural Elements, and Open Challenges, Proceedings of the 2010
International Conference on Parallel and Distributed Processing
Techniques and Applications (PDPTA 2010), Las Vegas, USA, July 12-15, 2010.
CCGrid 2010 Invitation + CLOUDS Lab News April 25, 2010Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News, Manjrasoft News, Uncategorized.
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Let me share upcoming CLOUDS hosted events and recent highlights:
1. As you know our CLOUDS Lab is hosting CCGrid 2010:
The 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid
Computing (CCGrid 2010)
in Melbourne from May 17-20, 2010. On behalf of CLOUDS Lab and the
entire organising committee, I would like to invite you to participate
in in this 10th anniversary conference. CCGrid 2010 offers outstanding
technical program featuring keynote talks, tutorials, workshops,
mini-symposiums, posters sessions, IEEE SCALE competition, and research
demos. This year program as a special focus on Cloud Computing.
Highlights of the conference can be found in the attached Call for
Participation. Please share it with your friends, students, colleagues;
and encourage them to participate in CCGrid 2010.
2. In the area of Cloud Computing, recently CLOUDS lab member have
published many papers. They include:
AINA 2010 Papers:
* CloudAnalyst: A CloudSim-based Visual Modeller for Analysing Cloud
Computing Environments and Applications
* Minimizing Execution Cost when using Globally Distributed Cloud Services
* A Particle Swarm Optimization (PSO)-based Heuristic for Scheduling
Workflow Applications in Cloud Computing Environments,
3. One of our AINA 2010 papers has received the Best Paper Award.
Details at: http://www.cloudbus.org/news/BestPaperAward-AINA2010.txt
4. Manjrasoft, spin-off company of the the University of Melbourne
commercialising CLOUDS Lab’s research and innovation, has been
attracting interesting users for its Aneka technology. For details,
check out “Economic Times of India” article on “Clearing hurdles with
cloud computing” appeared on Feb 8, 2010. A copy of which can be found
With this brief note, once again, I like to invite all of you attend
CCGrid 2010. I look forward to see you all in Melbourne!
C A L L F O R P A R T I C I P A T I O N
The 10th IEEE/ACM International Symposium on
Cluster, Cloud and Grid Computing (CCGrid 2010)
May 17-20, 2010, Melbourne, Australia
IEEE Computer Society / Technical Committee on Scalable Computing
ACM (Association of Computing Machinery)
* Cloud Computing and Distributed Systems (CLOUDS) Laboratory,
The University of Melbourne, Australia
* ISSNIP: ARC Research Network on Intelligent Sensors,
Sensor Networks and Information Processing
* Manjrasoft Pty Ltd, Melbourne, Australia
* NSF Center for Autonomic Computing
Rutgers, the State University of New Jersey, USA
In 2010, CCGrid will return to Australia, to Melbourne, to celebrate its
10th anniversary. CCGrid 2010 will have a special focus on three
important and immediate issues that are significantly influencing all
aspects of Cluster, Cloud and Grid computing: Economics, Environment and
CCGrid 210 HIGHLIGHTS:
* CCGrid 2010 celebrates its 10th anniversary in Melbourne, Australia.
* CCGrid 2010 has accepted 51 full papers from an exceptionally strong
field of 219 reviewed full paper submissions, resulting in an acceptance
rate of ~23%.
* Hosts 8 workshops/mini-symposiums on HOT topics such as MultiCore
Clusters, Clouds for Business Applications, GPU Clusters, Innovative
Scientific/Medial Applications, and a Doctoral Symposium.
* Hosts 3rd IEEE International Scalable Computing Challenge (SCALE 2010)
* Hosts Plenary Session dedicated for Poster Exhibit and Research Demos
1. IEEE Medal for Excellence in Scalable Computing Lecture:
Title: Enabling the Next Generation of Scalable Clusters
By: Professor William D. Gropp
Paul and Cynthia Saylor Professor of Computer Science
University of Illinois Urbana-Champaign, USA
2.Title: Sky Computing: When Multiple Clouds Become One
By: Professor José A.B. Fortes
BellSouth Eminent Scholar and Director, NSF Center for Autonomic
Computing, The University of Florida, Gainesville, USA
The CCGrid 2010 conference will be held at The Langham – Melbourne
The hotel is situated on the banks of the Yarra River offering views of
the Melbourne city skyline, amid Southbank’s al fresco cafes,
restaurants, bars and boutiques, and a short stroll from Federation
Square, the Arts Centre and the Botanical Gardens. For further details,
please visit: http://www.manjrasoft.com/ccgrid2010/ccgrid2010venue.html
Scopus Young Researcher of the Year 2010 Award: Finalist March 28, 2010Posted by Rajkumar Buyya in Cloud Computing, CLOUDS Lab News.
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# Congratulations to Prof Raj Buyya
(Source: Staff e-bulletin, Melbourne School of Engineering, March 26, 2010)
Prof Raj Buyya has received a finalist award in the “Scopus Young Researcher of the Year 2010” awards in the category of Engineering and Technology. The award was presented by Elsevier Science and Universities Australia.
This award recognises Raj’s high quality and high impact research contributions including; research impact as evidenced by high citations; research output as evidence by co-authoring over 300 publications, which include 4 textbooks utilised by several universities world-wide; and external impacts such as leadership in the development of software technologies that are used by several academic institutions and commercial enterprises in 40 countries around the world.
Raj and his team’s innovative research has had significant influence on Cloud computing products developed by companies such as Amazon, IBM, Microsoft, Sun, and Manjrasoft.
The School would like to congratulate Raj on his achievement.
InterCloud: Utility-Oriented Federation of Cloud Computing Environments for Scaling of Application Services
Rajkumar Buyya, Rajiv Ranjan, Rodrigo N. Calheiros
Cloud computing providers have setup several data centers at different geographical locations over the Internet in order to optimally serve needs of their customers around the world. However, existing systems do not support mechanisms and policies for dynamically coordinating load distribution among different Cloud-based data centers in order to determine optimal location for hosting application services to achieve reasonable QoS levels. Further, the Cloud computing providers are unable to predict geographic distribution of users consuming their services, hence the load coordination must happen automatically, and distribution of services must change in response to changes in the load. To counter this problem, we advocate creation of federated Cloud computing environment (InterCloud) that facilitates just-in-time, opportunistic, and scalable provisioning of application services, consistently achieving QoS targets under variable workload, resource and network conditions. The overall goal is to create a computing environment that supports dynamic expansion or contraction of capabilities (VMs, services, storage, and database) for handling sudden variations in service demands.
This paper presents vision, challenges, and architectural elements of InterCloud for utility-oriented federation of Cloud computing environments. The proposed InterCloud environment supports scaling of applications across multiple vendor clouds. We have validated our approach by conducting a set of rigorous performance evaluation study using the CloudSim toolkit. The results demonstrate that federated Cloud computing model has immense potential as it offers significant performance gains as regards to response time and cost saving under dynamic workload scenarios.
Comments: 20 pages, 4 figures, 3 tables, conference paper
Journal-ref: Proceedings of the 10th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2010, Busan, South Korea, May 21-23, 2010), LNCS, Springer, Germany, 2010.
Download full paper from: http://www.buyya.com/papers/InterCloud2010.pdf