Daniel Gmach

2.6k citations

40 papers · 2.0k indexed · 1 hit paper · h-index 23

Impact in

Information Systems top 0.2%
- Cloud Computing and Resource Management
Computer Networks and Communications top 0.5%
- IoT and Edge/Fog Computing
- Caching and Content Delivery
- Distributed and Parallel Computing Systems
- Software-Defined Networks and 5G
- Advanced Data Storage Technologies
- Software System Performance and Reliability

Papers in ⓘ

Computer Networks and Communications 36
- Distributed and Parallel Computing Systems 13
- Advanced Data Storage Technologies 12
- Software System Performance and Reliability 8
- Distributed systems and fault tolerance 7
- Caching and Content Delivery 7
Information Systems 35
- Cloud Computing and Resource Management 32

Co-authors: Jerry Rolia (12 shared papers)Ludmila Cherkasova (11 shared papers)Alfons Kemper (8 shared papers)Zhikui Wang (9 shared papers)Yuan Chen (13 shared papers)Manish Marwah (7 shared papers)Chris Hyser (9 shared papers)Cullen Bash (8 shared papers)
Journals: Computer Networks (1 paper)Journal of the Association for Information Systems (1 paper)Sustainable Computing Informatics and Systems (1 paper)ACM Transactions on the Web (1 paper)ACM SIGMETRICS Performance Evaluation Review (1 paper)
Partner nations: United States Germany United Kingdom

In The Last Decade

Daniel Gmach

39 papers receiving 1.9k citations

Hit Papers

align trajectories log scale

Renewable and cooling aware workload management for sustainable data centers 2012 · 308 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2012 Renewable and cooling aware workload management for sustainable data centers

Peers

Countries citing papers authored by Daniel Gmach

Since Specialization

Citations

This map shows the geographic impact of Daniel Gmach's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Daniel Gmach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniel Gmach more than expected).

Fields of papers citing papers by Daniel Gmach

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Daniel Gmach. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Daniel Gmach. The network helps show where Daniel Gmach may publish in the future.

Co-authors

The 25 scholars most cited alongside Daniel Gmach, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Daniel Gmach Line = papers co-authored together Daniel Gmach links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 40 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Renewable and cooling aware workload management for sustainable data centers Zhenhua Liu, Yuan Chen, Cullen Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser Hit paper breakdown →	2012	308
2	Workload Analysis and Demand Prediction of Enterprise Data Center Applications Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alfons Kemper	2007	220
3	Renewable and cooling aware workload management for sustainable data centers ACM SIGMETRICS Performance Evaluation Review ·Zhenhua Liu, Yuan Chen, Cullen Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser	2012	135
4	Resource pool management: Reactive versus proactive or let’s be friends Computer Networks ·Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alfons Kemper	2009	114
5	1000 Islands: Integrated Capacity and Workload Management for the Next Generation Data Center Xiaoyun Zhu, Don Young, Brian J. Watson, Zhikui Wang, Jerry Rolia, Sharad Singhal, Bret McKee, Chris Hyser, Daniel Gmach, Rob Gardner, Tom Christian, Ludmila Cherkasova	2008	103
6	Minimizing data center SLA violations and power consumption via hybrid resource provisioning Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin Arlitt, Manish Marwah	2011	103
7	1000 islands: an integrated approach to resource management for virtualized data centers Cluster Computing ·Xiaoyun Zhu, D. Craig Young, Brian J. Watson, Zhikui Wang, Jerry Rolia, Sharad Singhal, Bret McKee, Chris Hyser, Daniel Gmach, R. W. Gardner, Tom Christian, Ludmila Cherkasova	2008	91
8	An integrated approach to resource pool management: Policies, efficiency and quality metrics Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Guillaume Belrose, Tom Turicchi, Alfons Kemper	2008	90
9	Integrated management of application performance, power and cooling in data centers Yuan Chen, Daniel Gmach, Chris Hyser, Zhikui Wang, Cullen Bash, Christopher Hoover, Sharad Singhal	2010	81
10	Capacity Management and Demand Prediction for Next Generation Data Centers Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alfons Kemper	2007	79
11	Probabilistic performance modeling of virtualized resource allocation Brian J. Watson, Manish Marwah, Daniel Gmach, Yuan Chen, Martin Arlitt, Zhikui Wang	2010	73
12	Towards the design and operation of net-zero energy data centers Martin Arlitt, Cullen Bash, Sergey Blagodurov, Yuan Chen, Tom Christian, Daniel Gmach, Chris Hyser, Niru Kumari, Zhenhua Liu, Manish Marwah, Alan McReynolds, Chandrakant Patel, Amip Shah, Zhikui Wang, Rongliang Zhou	2012	67
13	Adaptive quality of service management for enterprise services ACM Transactions on the Web ·Daniel Gmach, Stefan Krompaß, Andreas Scholz, Martin Wimmer, Alfons Kemper	2008	64
14	Capacity planning and power management to exploit sustainable energy Daniel Gmach, Jerry Rolia, Cullen Bash, Yuan Chen, Tom Christian, Amip Shah, Ratnesh Sharma, Zhikui Wang	2010	58
15	Adaptive green hosting Nan Deng, Christopher Stewart, Daniel Gmach, Martin Arlitt, Jaimie Kelley	2012	51
16	AppRAISE: application-level performance management in virtualized server environments IEEE Transactions on Network and Service Management ·Zhikui Wang, Yuan Chen, Daniel Gmach, Sharad Singhal, Brian Watson, Wilson Rivera, Xiaoyun Zhu, Chris Hyser	2009	45
17	Profiling Sustainability of Data Centers Daniel Gmach, Yuan Chen, Amip Shah, Jerry Rolia, Cullen Bash, Tom Christian, Ratnesh Sharma	2010	40
18	Hybrid resource provisioning for minimizing data center SLA violations and power consumption Sustainable Computing Informatics and Systems ·Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin Arlitt, Manish Marwah	2012	32
19	Adaptive scheduling of parallel jobs in spark streaming Dazhao Cheng, Yuan Chen, Xiaobo Zhou, Daniel Gmach, Dejan Milojičić	2017	32
20	Selling T-shirts and Time Shares in the Cloud Daniel Gmach, Jerry Rolia, Ludmila Cherkasova	2012	31

About Daniel Gmach

Daniel Gmach is a scholar working on Computer Networks and Communications, Information Systems, Hardware and Architecture, Management Information Systems and Transportation, having authored 40 papers that have together received 2.0k indexed citations. Recurring topics across this work include Cloud Computing and Resource Management (32 papers), Distributed and Parallel Computing Systems (13 papers), Advanced Data Storage Technologies (12 papers), Software System Performance and Reliability (8 papers), Distributed systems and fault tolerance (7 papers), Caching and Content Delivery (7 papers), Green IT and Sustainability (7 papers) and Parallel Computing and Optimization Techniques (6 papers). The work is most often cited by research in Information Systems (1.7k citations), Computer Networks and Communications (1.7k citations), Hardware and Architecture (231 citations), Management Information Systems (67 citations) and Electrical and Electronic Engineering (402 citations). Daniel Gmach has collaborated with scholars based in United States, Germany and United Kingdom. Frequent co-authors include Jerry Rolia, Ludmila Cherkasova, Alfons Kemper, Zhikui Wang, Yuan Chen, Manish Marwah, Chris Hyser, Cullen Bash, Martin Arlitt and Zhenhua Liu. Their work appears in journals such as Computer Networks, Journal of the Association for Information Systems, Sustainable Computing Informatics and Systems, ACM Transactions on the Web and ACM SIGMETRICS Performance Evaluation Review.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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