This document discusses the Covid-19 outbreak from the perspective of the author. It mentions that the author was busy creating presentations as a writer to support life on continents impacted by Covid-19. It then discusses the author's past lives in ancient China and India and connections to spiritual beings. The author believes mysterious authorities from space are spreading the virus and pandemic fever to destroy human life. Efforts are being made by gods and goddesses to stop the spread through telepathic communication.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
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1. Analytics at Covid-19 Out-Break .
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[ReDated@Date :- 017th – April – 2020 ; Time Hour’s
08:08am. ; Total Set 08 Nos. ].
Dear All Concern's;
Part-01.
Todays- Time Me Had Been Busy with My Writer’s Write
Role @ Creating Presentation’s for My Imagined-
Specialist for the Idealogy at its Solution Finder and
Making Efforts with Support from Gods-Sub Authority
with Additional Supramacy God with Archo-Angels &
Angellic Angels theirs Support in Associating Tele-Link
Messaging Data for me .
All for the Safer Human Life on Respective Continent
Countries Especially the China Country and My Country
India .
2. Covid-19 Out Break News was at www.MSN.com and
www.Reuter.com / www.Facebok.com @ World News &
Big Social Networks Sites .
ReSearch or Discovery-Science was Not-Immediate
Possible On How the Covid-19 OutBreak Resulted In
Causing Damages @ First Human’s Movements in
Respective theirs and Todays Time Our’s the National
and All International Countries for the Business Line.
Later the Covid-19 Destroying Human’s Living Life .
Reasoning for Prime-Importances :- About the Big
China Country Being Big Economics Builted Infra Project
Onn to be at the Big China Country . Theirs
Specialisation About Them was About the 02 Space
Astronauts who Travelled and Return at the Ease from
theirs Space Travel Journey.
Technologically that Space Journey Data was the Big
Success in My Mind. So the Covid-19 Out Break was not
going to Grow in the Big Continent Country China .
3. [[ That’s Became Main Factor to No Rethink Any
Strategics Plan about Countering Spread of Covid-19 Out
Break ]].
Finally in Today’s Modernised Infra-Structural Time
:- Its For me Being at Newer Birth-Janma @ Meridian
Souler-Soul Structural with [ Soul-Mameing :-
Shyameshvara-Uniz.Jyotum-Devtum ] with Newer Soul-
Plantous Associating Newer Creations from the
Respective Creatos Creator God and Respective Creatos
Creator Godesses for me.
Yes Previous-Ancient-Time the Souler-Soul-Nameing :-
*[Jay-Luzabeeth] with Associating for the *[Soul-Dualist
Soul-Soul Creation’s] for My Previous Ancient Time
Janma’s for the Shri Saangha-Pradhan Maurya @ Magdha
Maurya Dynasty Later Migration to China Country In
Ancient-Time .
Later Again the Add-on Ancinet Janma’s to be Shri Lilit-
Pradhan Maurya @ ChattishGarh Maurya Dynasty with
African Queen to be Life-Partner @Status for me was
*(Raja-Adhikari). The Memmory Senses Initiated @ Me .
That’s too for My On-Ging Janma for Memmory-Senses .
All Credits for the Mmmory Senses to-be from My Good
Relationship and Connecting Networks with Big-Angels
and Angellics Angels in Ancient Times.
4. Yes Todays Modernised Remains Strongs on Factors for
the InFra Technology Projects / Administration
Authoritativees in Political Life & Life Sciences with
Medical Sciences Research and Discoveries By the Big
Human ID’s for the Respective Countries .
Ancient Time My Living-Life Data and the Big Efforts in
Living Life was at the Ancient-Times . At the Todays
Time to be the *( Memmory Senses ) Remains with Me.
……………………………………………………………………..
Part-02 .
Me was at Native Place Asrondi went for the Holi-Festival
from Date 07th
– March – 2020 at and For 05 Days
Festive-Time at the Native Place Asrondi ; Konkan ;
Maharashtra ; India . Me Returned From Native Place on
March 15th
– 2020 Night Time.
On Dated 018th
– March – 2020 with the T.V. News on the
Star T.V. @ ABP-Maaja News Broadcast Channel . All
about Covid-19 Virus the chances to Spread In the India
Country .
5. Me In evening-Night Time for Singing Rehearsal’s . Later-
Time @Initiated some Singing and Tried to ReThink
About the Emperor’s Life was @ Ancient Time In Big
China Country . ( My Voice-Saying *[Emperor-Come-
Onn] ) after Time at the Singing Song’s My Luck-Factor
Recal Voice Had Enabled-Quality @ Emperor . All In
Prononce-Voice Word’s was for Living Life at Later-
Migration to the China Country In Ancient Time.
My Voice Singing with Recalling for the *Emperor to
Support Us and Strengthen Life at Big China Country .
All @ Calling-Singer Tone .
Yes Could Be My Voice Cacthe By Some On Going at the
Premises-Beyound the –Society-Staying Building Limits
( i.e. at the Distance ) was for some Doots.
Doots Connected with God’s Planet Emperor at Ancient
Time . Later News was Networks By Todays Time the
Queen from the Shanghai Big Town Staying Big-China
Country had Via Statellite Networks for me.
Now Me Had SpeciFics Networks Data from Supramacy
God Tileka-Anand with Chief Brahma Doots for me to
6. Exacts-Data for the Invisble Mysterious Authorities are
Using Strength to Counter Down the Life for Human’s on
the Earth Planet.
Mysterious Authorities at the Space Galac Planets coming
to Earth Planets to useing Spawn-Halloweens to Spoil
Environment and Spreading Covid-19 Virus .
Many Respective Creatos Creator God and Respective
Creatos Godesses had Interactive Telewaves with this
Mysterios Authorities at the Invisible to Stop the Destroy
for Human’s Life on My Country India and Continents
Countries .
Semi-Success Achieved with Return of Spawn Haloweens
Back to theirs Space Galac Planet.
………………………………………………………………..
Part-03 .
Todays Latest Data theirs Additional Anti Mysterios
Authorities at Invisible Spreading Pandemic Fever Covid-
19 . All at Transmitting Radiating Fumes to Cause Virus
OutBreak on the Earth Planet.
7. Success to the Relief and Stop of Virus Spread from the
Covid-19 OutBreak still Awaited .
My Facebook for the Global-Social Network’s @
Username (DeepakSSawant.808) with Presentations at
www.Slideshare.com (username:- DeepakSSawant.808)
avaliable at Latest-Data Acquisition from the New Multo-
Senses Mini-Data the www.Strikingly.com @ url :-
( http://site-2457855-1885-3055.mystrikingly.com ).
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Regards All;
Me@Registered-Hindu-Birth-Name:-Mr.Deepak-Somaji-
Sawant.
Referral-Roman-Former-First--Name:- Mr.
RoonwunSun-LarryLingham.
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